Top 10 Data Analyst Interview Questions

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How do you approach data analysis and data interpretation?

Employers want to understand your methodology and critical thinking skills in analyzing and interpreting data.

How to Answer:

Explain your approach to data analysis, including steps such as data cleaning, exploration, visualization, and deriving insights. Emphasize the importance of using statistical techniques and domain knowledge to make accurate interpretations.

Sample Answer:

"When approaching data analysis, I ensure the data is clean and reliable. Then, I explore the data to understand its structure and relationships. I use visualization techniques to identify patterns and trends. Finally, I apply statistical methods and domain knowledge to derive meaningful insights and make data-driven recommendations."

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Can you explain the difference between descriptive and inferential statistics?

Understanding fundamental statistical concepts is crucial for a data analyst. This question assesses your knowledge of descriptive and inferential statistics and your ability to explain them clearly.

How to Answer:

Differentiate between descriptive and inferential statistics, highlighting their purposes and applications in data analysis.

Sample Answer:

“Descriptive and inferential statistics are both very true to their names. Descriptive statistics describe the data that you have. It provides a concise data summary, showing central tendency or dispersion. It tells you what you have. Inferential statistics help you make predictions based on the given data. Making inferences helps draw conclusions and generalizations beyond any observed data.”

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How do you handle missing or incomplete data in your analysis?

Missing or incomplete data issues are a common challenge in data analysis. This question evaluates your problem-solving skills and how you handle such situations.

How to Answer:

Describe your approach to handling missing or incomplete data, including techniques such as data imputation, data exclusion, or seeking additional data sources.

Sample Answer:

"When encountering missing or incomplete data, I first assess the extent of the missingness and the potential impact on the analysis. If appropriate, I explore data imputation techniques to fill in the missing values using methods such as mean imputation or regression imputation. If the missingness is extensive, I consider excluding the incomplete observations after carefully evaluating the potential bias. Additionally, I might explore other data sources or consult with relevant stakeholders to gather additional information if it can contribute to a complete analysis."

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How do you ensure data accuracy and quality in your analysis?

Data accuracy and quality are crucial factors in producing reliable and meaningful insights. This question assesses your attention to detail and steps to ensure data accuracy and quality.

How to Answer:

Explain your strategies for ensuring data accuracy and quality, such as data validation, data cleansing techniques, and cross-referencing with other reliable sources.

Sample Answer:

"I prioritize data accuracy and quality by implementing rigorous data validation processes. I cross-reference data from multiple sources to identify inconsistencies or outliers. I also employ data cleansing techniques, such as removing duplicate entries, correcting errors, and addressing outliers. Regularly reviewing and validating data against trusted sources helps maintain data accuracy throughout the analysis process."

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How do you communicate your data findings to non-technical stakeholders?

Effectively communicating complex data findings to non-technical stakeholders is vital for a data analyst. This question evaluates your ability to convey information clearly and understandably.

How to Answer:

Describe your approach to communicating data findings to non-technical stakeholders, emphasizing visualizations, storytelling techniques, and clear explanations.

Sample Answer:

"When communicating data findings to non-technical stakeholders, I simplify complex concepts and use visualizations to illustrate key insights. I find that charts, graphs, and dashboards are visual aids that summarize information easily and engagingly. I incorporate storytelling techniques to present data in a narrative format to provide context and connections to the stakeholders' objectives."

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Give an example of a data analysis project you’ve worked on and its impact on decision-making.

This question allows you to demonstrate your practical experience and showcase the impact of your data analysis skills.

How to Answer:

Share a specific data analysis project you've worked on, outlining the objectives, the methods you used, and the resulting impact on decision-making or business outcomes.

Sample Answer:

"In a previous role, I worked on a project to analyze customer feedback data. The goal was to identify key points that drove customer satisfaction. I conducted sentiment analysis on customer reviews and performed text-mining techniques to extract valuable insights. Analyzing the data, we identified areas for improvement and made strategic recommendations to enhance our product features and customer service. As a result, we saw a significant increase in customer satisfaction scores and decreased customer churn."

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How do you handle large data sets and ensure efficient analysis?

Handling large data sets requires efficient data processing and analysis techniques. This question evaluates your ability to manage and analyze large volumes of data.

How to Answer:

Explain your approach to handling large data sets, including data storage, cleaning, and utilizing tools or programming languages for efficient analysis.

Sample Answer:

"When dealing with large data sets, I assess the storage requirements and explore options such as cloud-based solutions or distributed computing frameworks. I use data cleaning techniques to remove irrelevant or duplicate data and optimize the data structure for efficient analysis. Additionally, I leverage tools like Python and SQL to write efficient queries and utilize parallel processing techniques when applicable to speed up data analysis."

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Can you describe when you identified an inefficiency in a data analysis process and implemented an improvement?

Employers want to know if you can identify opportunities for process improvement and implement changes to enhance data analysis efficiency.

How to Answer:

Not all projects and processes will be perfect, including data analysis processes. Can you think of an example where you identified an inefficiency, took steps to address it, and ultimately improved the process? Share with the hiring manager and be thorough to help solidify your expertise.

Sample Answer:

"In a previous role, I noticed that a particular data analysis process was time-consuming and prone to errors due to manual data entry. I proposed implementing an automated data extraction and transformation tool to streamline the process, which I worked with our IT team to develop. After thorough testing, we implemented it, reducing our time spent on data processing by 50% with a significantly decreased occurrence of errors."

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How have you handled a challenging situation at a previous job, and how do you work under pressure?

Managing conflicting priorities and tight deadlines is common in data analysis roles. This question assesses your ability to prioritize tasks and meet deadlines while maintaining data accuracy.

How to Answer:

Explain your approach to handling conflicting priorities and tight deadlines, emphasizing your organizational skills, ability to communicate with stakeholders, and adaptability.

Sample Answer:

"When faced with conflicting priorities or tight deadlines, I prioritize tasks based on urgency and impact. I communicate with stakeholders to set realistic expectations and ensure alignment on priorities. I negotiate deadlines and seek additional resources or support to meet them if necessary. I also break down larger tasks into smaller, manageable components and create a structured plan to ensure progress and timely completion."

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How do you ensure data security and confidentiality in your data analysis work?

Maintaining data security and confidentiality is paramount in data analysis roles, especially when dealing with sensitive information. This question evaluates your understanding of data security practices.

How to Answer:

Explain your approach to ensuring data security and confidentiality, including data encryption, access controls, and compliance with relevant data protection regulations.

Sample Answer:

"I prioritize data security and confidentiality by implementing strict access controls and encryption measures to protect sensitive information. I follow best practices in data handling, such as anonymizing or pseudonymizing data when appropriate. Additionally, I stay updated on relevant data protection regulations, such as GDPR or HIPAA, and ensure compliance in all aspects of my data analysis work."

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$5 hourly
Md Shikor M.
- 5.0
- (2 jobs)
Rangpur, BANGLADESH
Data Analytics
Data Analysis
Database Management
Inventory Management
Data Processing
Online Research
Data Entry

Hi, I am Shikor Mia, self-motivated team player with excellent communication skills. For the past several years I have worked in the fields of Data Entry Operator, Document Controller, Database Cleaning Associate, and Admin Clerk. I am a dedicated person with a family of two. I enjoy reading, and the knowledge and perspective that my reading gives me have strengthened my working skills and presentation abilities. I have been successful at raising a family, and I attribute this success to my ability to plan, schedule, and handle many different tasks at once. This flexibility will help me to develop and enhance my goal in life. I am an expert in Microsoft Office, Excel, Word, Access, and Visio. I believe that I can handle multitasking without sacrificing others. I am fully confident in myself and having dedication. My motivation is to help and provide what the clients expect and deliver the finished product on time. Try me and I will prove my services and skills.
$5 hourly
Aqsa A.
- 5.0
- (18 jobs)
Lahore, PB
Data Analytics
Data Management
Geospatial Data
Analytical Presentation
Data Extraction
Buffer
Georeferencing
Cartography
Data Analysis
Spatial Analysis
Drone
Google Earth
QGIS
ArcGIS
Remote Sensing
GIS

With proven expertise in GIS, Remote Sensing, and Drone Data Processing, I help transform complex spatial data into decision-ready insights for governments, NGOs, researchers, and businesses. My work spans from land cover classification and environmental monitoring to orthomosaic generation and flood mapping, always with accuracy and reliability at the core. Why Choose Me? Advanced Geospatial Skills → Proficient in ArcGIS Pro, QGIS, Google Earth Engine, PCI Geomatica, and Agisoft Metashape for both raster & vector workflows. Environmental & Policy Insight → Experienced in producing maps and datasets that support water governance, disaster risk reduction, agriculture, forestry, and urban planning. Drone Data Expertise → Skilled in processing UAV imagery for DSM/DTM extraction, point clouds, and orthomosaics with GCP integration. Client-Centered Delivery → I simplify technical results into clear, actionable outputs that help you make informed decisions. Precision & Reliability → Every deliverable is validated for accuracy and delivered on time, every time. 🛠 Services Offered Spatial Data Processing: Digitization, buffering, merging, georeferencing, attribute editing. Remote Sensing Analysis: Land cover classification, NDVI, vegetation monitoring, deforestation & change detection, hydrological/terrain modeling. Drone Imagery: Orthomosaics, DSM/DTM, point clouds, and GCP integration. Map Design: Professional, publication-ready maps in PDF, PNG, TIFF, and shapefile formats. Data Conversion & Integration: Seamless transformation of data between multiple formats (shapefile, GeoJSON, KML, raster/vector, CAD-GIS integration). Geospatial Web Applications: Development of lightweight, cloud-based GIS apps and dashboards for interactive spatial data visualization. Decision-Support Tools: Automated geospatial workflows using Google Earth Engine and Python. If you’re looking for a dependable GIS & Remote Sensing professional who can deliver accurate maps, clear analyses, and decision-ready insights, let’s connect and discuss your project. 📩 I’m committed to making your data meaningful and your project successful.
$15 hourly
Tejas H.
- 4.9
- (101 jobs)
In, India
Data Analytics
Excel Macros
Data Analysis
Excel Formula
Microsoft Excel
WooCommerce
WordPress Migration
WordPress Development

I am a problem-solver, If you're facing any issues with Shopify, WordPress ,WooCommerce and Microsoft Excel, I'm probably able to fix it for you. I am Shopify, WordPress ,WooCommerce and Microsoft Excel expert, I specialize in solving website issues and providing technical solutions with a focus on core functions. With over 14 plus years of experience, I can help you with Bugs, features, custom code, fixtures, customization, security, accessibility, and speed enhancement. ✔️ Technical approach of core functions ✔️ SEO, Security, and Accessibility ✔️ Speed enhancement (GT metric / Page speed) ✔️ Images and media optimization ✔️ Fast and efficient support for your business At the same time, I understand the importance of website performance and user experience. That's why I use my skills to optimize your website for speed and accessibility, so your visitors can enjoy a seamless experience while browsing your website. ★ Having a Nice Website is great, but a Website that converts visitors into leads is better! I believe that having a nice website is great, but a website that converts visitors into leads is better. With my experience in eCommerce, I can help you transform as many visitors as possible into customers. During my experiences, I was able to observe the evolution of e-commerce and use my expertise to transform as many visitors as possible into customers. I can support you throughout your go-to-market process by configuring Google Ads/Analytics, implementing customized tracking, setting up a product catalog for shopping flow, optimizing attribute management, and developing custom features. Nothing escapes my attention as I am a perfectionist who delivers tasks on time. ✔️ Configuration of google ads / analytics ✔️ Implementation of customised tracking ✔️ Product catalog for shopping flow ✔️ Optimized attribute management ✔️ Custom features I pride myself on delivering high-quality work and excellent customer service. If you choose to work with me, you can expect fast and responsive communication, fast turnaround times, and a dedication to ensuring that your website meets all of your needs and expectations. In short, whether you need help with Shopify, WordPress ,WooCommerce and Microsoft Excel, I have the expertise to help you achieve your goals. So why not get in touch today to discuss your project and see how I can help take your online business to the next level? With my expertise in Shopify, WordPress ,WooCommerce and Microsoft Excel, I can help take your online business to the next level. ☞ Do not hesitate to contact me and check my profile my references.

$5 hourly
Md Shikor M.
- 5.0
- (2 jobs)
Rangpur, BANGLADESH
Data Analytics
Data Analysis
Database Management
Inventory Management
Data Processing
Online Research
Data Entry

Hi, I am Shikor Mia, self-motivated team player with excellent communication skills. For the past several years I have worked in the fields of Data Entry Operator, Document Controller, Database Cleaning Associate, and Admin Clerk. I am a dedicated person with a family of two. I enjoy reading, and the knowledge and perspective that my reading gives me have strengthened my working skills and presentation abilities. I have been successful at raising a family, and I attribute this success to my ability to plan, schedule, and handle many different tasks at once. This flexibility will help me to develop and enhance my goal in life. I am an expert in Microsoft Office, Excel, Word, Access, and Visio. I believe that I can handle multitasking without sacrificing others. I am fully confident in myself and having dedication. My motivation is to help and provide what the clients expect and deliver the finished product on time. Try me and I will prove my services and skills.
$5 hourly
Aqsa A.
- 5.0
- (18 jobs)
Lahore, PB
Data Analytics
Data Management
Geospatial Data
Analytical Presentation
Data Extraction
Buffer
Georeferencing
Cartography
Data Analysis
Spatial Analysis
Drone
Google Earth
QGIS
ArcGIS
Remote Sensing
GIS

With proven expertise in GIS, Remote Sensing, and Drone Data Processing, I help transform complex spatial data into decision-ready insights for governments, NGOs, researchers, and businesses. My work spans from land cover classification and environmental monitoring to orthomosaic generation and flood mapping, always with accuracy and reliability at the core. Why Choose Me? Advanced Geospatial Skills → Proficient in ArcGIS Pro, QGIS, Google Earth Engine, PCI Geomatica, and Agisoft Metashape for both raster & vector workflows. Environmental & Policy Insight → Experienced in producing maps and datasets that support water governance, disaster risk reduction, agriculture, forestry, and urban planning. Drone Data Expertise → Skilled in processing UAV imagery for DSM/DTM extraction, point clouds, and orthomosaics with GCP integration. Client-Centered Delivery → I simplify technical results into clear, actionable outputs that help you make informed decisions. Precision & Reliability → Every deliverable is validated for accuracy and delivered on time, every time. 🛠 Services Offered Spatial Data Processing: Digitization, buffering, merging, georeferencing, attribute editing. Remote Sensing Analysis: Land cover classification, NDVI, vegetation monitoring, deforestation & change detection, hydrological/terrain modeling. Drone Imagery: Orthomosaics, DSM/DTM, point clouds, and GCP integration. Map Design: Professional, publication-ready maps in PDF, PNG, TIFF, and shapefile formats. Data Conversion & Integration: Seamless transformation of data between multiple formats (shapefile, GeoJSON, KML, raster/vector, CAD-GIS integration). Geospatial Web Applications: Development of lightweight, cloud-based GIS apps and dashboards for interactive spatial data visualization. Decision-Support Tools: Automated geospatial workflows using Google Earth Engine and Python. If you’re looking for a dependable GIS & Remote Sensing professional who can deliver accurate maps, clear analyses, and decision-ready insights, let’s connect and discuss your project. 📩 I’m committed to making your data meaningful and your project successful.
$15 hourly
Tejas H.
- 4.9
- (101 jobs)
In, India
Data Analytics
Excel Macros
Data Analysis
Excel Formula
Microsoft Excel
WooCommerce
WordPress Migration
WordPress Development

I am a problem-solver, If you're facing any issues with Shopify, WordPress ,WooCommerce and Microsoft Excel, I'm probably able to fix it for you. I am Shopify, WordPress ,WooCommerce and Microsoft Excel expert, I specialize in solving website issues and providing technical solutions with a focus on core functions. With over 14 plus years of experience, I can help you with Bugs, features, custom code, fixtures, customization, security, accessibility, and speed enhancement. ✔️ Technical approach of core functions ✔️ SEO, Security, and Accessibility ✔️ Speed enhancement (GT metric / Page speed) ✔️ Images and media optimization ✔️ Fast and efficient support for your business At the same time, I understand the importance of website performance and user experience. That's why I use my skills to optimize your website for speed and accessibility, so your visitors can enjoy a seamless experience while browsing your website. ★ Having a Nice Website is great, but a Website that converts visitors into leads is better! I believe that having a nice website is great, but a website that converts visitors into leads is better. With my experience in eCommerce, I can help you transform as many visitors as possible into customers. During my experiences, I was able to observe the evolution of e-commerce and use my expertise to transform as many visitors as possible into customers. I can support you throughout your go-to-market process by configuring Google Ads/Analytics, implementing customized tracking, setting up a product catalog for shopping flow, optimizing attribute management, and developing custom features. Nothing escapes my attention as I am a perfectionist who delivers tasks on time. ✔️ Configuration of google ads / analytics ✔️ Implementation of customised tracking ✔️ Product catalog for shopping flow ✔️ Optimized attribute management ✔️ Custom features I pride myself on delivering high-quality work and excellent customer service. If you choose to work with me, you can expect fast and responsive communication, fast turnaround times, and a dedication to ensuring that your website meets all of your needs and expectations. In short, whether you need help with Shopify, WordPress ,WooCommerce and Microsoft Excel, I have the expertise to help you achieve your goals. So why not get in touch today to discuss your project and see how I can help take your online business to the next level? With my expertise in Shopify, WordPress ,WooCommerce and Microsoft Excel, I can help take your online business to the next level. ☞ Do not hesitate to contact me and check my profile my references.
$5 hourly
Muhammad A.
- 5.0
- (6 jobs)
Bahawalpur, PUNJAB
Data Analytics
Lead Nurturing
Data Analysis
LinkedIn Lead Generation
LexisNexis
LinkedIn Sales Navigator
LinkedIn Profile
LinkedIn
Market Research
Real Estate
Data Mining
Mining
Lead Generation
Data Entry
Data Scraping
Microsoft Excel

If you're looking for someone who's professionally experienced in Virtual Assistant, Data Entry, Lead Generation, Internet Research, and Listings skills and has a minimum 3+ years record in these industries to place on the front line and trust with the integrity of your business, someone to wow your prospect or customers, someone who's English is very articulate without an accent, then you need me. My Skills & Expertise: ✔ B2B Lead Generation ✔ Email List Generation ✔ Email List Building ✔ Email Finder ✔ Internet Research ✔ Data Entry ✔ Data Mining ✔ LinkedIn Lead Generation ✔ Prospect List ✔ Data Collection ✔ Admin Support ✔ Contact Lists Building ✔ Email Verification ✔ Database Building ✔ CRM Database Update ✔ Market Research ✔ Data Extraction ✔ Virtual Assistant ✔ Salesforce ✔ HubSpot Verification Tools are: ✔ Hunter ✔ Email List Verify ✔ Never bounce ✔ Zero bounce ✔ Contact out ✔ Full Contact ✔ Mailtester.com ✔ Prophet ✔ Clear bit ✔ Rocket Reach ✔ Signal Hire My profile won't demonstrate these skills that I can attribute to helping your business to be more successful, matter a of fact, it doesn't prove anything much about me. That is why we should talk and give ourselves the opportunity to prove this for ourselves. I am here daily. Simply drop me an inbox and let's explore the possibilities of something lucrative. Thank you very much for taking a look at my profile and I hope to have the opportunity to work with you soon!
$30 hourly
Aaron A.
- 4.8
- (15 jobs)
Accra, GREATER ACCRA
Data Analytics
Git
Data Entry
ArcGIS
QGIS
Topic Research
Docker
FastAPI
Tableau
SQL
Python
Machine Learning Model
Google Sheets
Microsoft Power BI
Data Analysis

Hi there! 👋 My name is Aaron, an experienced Data Scientist/Analyst and a GIS expert with over 4 years of experience. My Services: • Data Analysis (MS Excel, SQL, Python) • Data Visualization (Power BI, Tableau, MS Excel) • Time Series Forecasting (Univariate and Multivariate modeling) • Machine Learning Classification and Prediction • Machine Learning Model Deployment (FastAPI, Streamlit, Gradio) • Web Scrapping/Web Research and Data Management in Google Sheets • Online Data Collection (Kobo Tools, Collector for ArcGIS) • Virtual Assistantship with MS Excel. • Online Mapping, Cartography, and ArcGIS StoryMaps Creation • GIS Analysis with ArcGIS and QGIS • Academic Research Data Analysis (STATA and SPSS) • Data Science/Analytics Tutoring My Average Rating: ⭐⭐⭐⭐⭐ Achievements: ✅Analyzed and predicted customer churn in a forex start-up in Germany. Informed us on where to concentrate our advertisements. lead to over 3000 stable customers within the period of 8 months. ✅Predicted which advertisement channel has the most impact on revenue. This led to a 40% cut in costs and increased revenue by 60%. ✅Collaborated with the GIS department of Ghana Cocoabod to mitigate the spread of the cocoa- swollen Shoot Virus through analytics and visualization. Contributes to effective and efficient monitoring of rehabilitation activities on and off-farm, leading to over 50% improved cocoa bean yield. ✅Discovered insights on the impacts of fertilization in cocoa on its productivity for the period of 2016 through 2020 through data analytics and visualization. Came out with clear map-outs for optimized distribution of fertilizer and other inputs to cocoa farmers which cut down on distribution and application costs by 50%. With expertise in a wide range of tools and statistical packages, I am dedicated to leveraging Data Science and Artificial Intelligence to drive growth and success for my clients. Let's talk about your data needs, be it spatial or attribute data! Thank you!
$50 hourly
Najet H.
- 0.0
- (3 jobs)
Marietta, GA
Data Analytics
GIS Software
Data Analysis
Data Analysis Consultation
2D Design & Drawings
Environmental Engineering
Construction
Fiber Optics
Sketch
Civil Engineering
Floor Plan Design
ArcGIS
CAD Drafting
3D Modeling
Autodesk AutoCAD

As a Senior GIS Analyst and 3D Programmer I am to connect and lead other developers and clients to collaborate, share ideas, and use conceptual and strategic brainstorming to produce accurate results as a team. Having the ability to have extensive knowledge in over 10 different programs with a marketing and production background as well will make me the perfect candidate for your project. The following programs I am an expert with: - AutoCAD 2023, Civil 3D, AutoCAD Map 2023, MeshMixer, REVIT (All Autodesk Programs). These programs can be used for 3D Models of Products, Civil and Architectural Design, and 2D fiber routes, redlines, and DWG conversion between programs for geographical purposes. - SketchUP (Interior/Exterior Design, Floor Plans, Modeling) - All ESRI Programs such as the following: ArcPro, ArcMap, ESRI Online, WebBuilder, Field Maps, Collector, etc. - QGIS - Tool Builder using Model Builder, Python, or SQL. - I am able to work with numerous programs at a time to produce the correct end result. For example, conversions of DWGs in AutoCAD to produce a georeferenced map in ESRI. I work directly with field employees to collect data and organize production on and off the field. I consistently produce 2D and 3D data in ArcPro, ArcMap, and QGIS by creating GDBs, feature classes, DEM/LiDAR data, KMLS, and DWG conversions. Uses 2023 AutoCAD and AutoCAD Map 3D to convert DWGs or other formats into geo-referenced feature classes for ArcPro and ESRI Online. Example include redlines, fiber routes, 3D aerial imagery, 3D buildings, imagery, and vault templates for clients. Produce maps with correct attribute data and feature classes for local data and online ESRI Maps for clients. Strict protocol with Google Fiber development and knowledge of fiber production/design. Use of queries and creation of tools using SQL, Arcade, Python, and Model Builder. Ability to use SQL Server Manager, Microsoft Server Manager, and other services for connecting to servers.
$25 hourly
Alexandro S.
- 5.0
- (6 jobs)
Lima, LMA
Data Analytics
Digital Marketing
Google Ads
A/B Testing
Facebook Pixel Setup & Optimization
Data Visualization
Google Tag Manager
SQL
R
Google Analytics 4
Growth Analytics
Data Analysis
JavaScript
Looker Studio
Google Sheets

Are you making critical marketing decisions based on inconsistent or unreliable data? I help B2B companies and marketing agencies move beyond guesswork by building automated data infrastructures that provide a single source of truth for accurate revenue attribution and ROI calculation. I specialize in solving the "garbage in, garbage out" problem. Using Python, SQL, and BigQuery, I design reliable data pipelines and custom dashboards that transform raw, disjointed data from your marketing stack into clear, actionable insights. What I Offer: Here’s how I can help you achieve data-driven growth: ✅ B2B Marketing Data Warehousing: I design and build scalable data pipelines in BigQuery to unify your siloed data from GA4, CRM systems (like Salesforce/HubSpot), and advertising platforms (like Meta/LinkedIn). This creates a centralized foundation for all your analysis. ✅ Advanced Marketing Attribution: Go beyond last-click. I model multi-touch, multi-channel customer journeys to accurately attribute marketing efforts to pipeline and revenue. This is crucial for complex sales cycles in SaaS, FinTech, and B2B. ✅ Automated Client Reporting & Dashboards: Stop wasting time on manual reports. I develop custom, client-ready dashboards in Looker Studio (or other BI tools) that provide real-time visibility into marketing KPIs, saving you hours and impressing your clients or stakeholders. ✅ GA4 & GTM Architecture Audit & Implementation: Ensure your data is accurate from the start. I audit your current setup and implement technically sound measurement frameworks in Google Tag Manager and GA4 to guarantee data integrity and reliability. I have a proven track record of delivering systems that serve over 15 clients in SaaS, finance, and healthcare, enabling them to make confident decisions that drive growth. Who I Work With: I am the right partner for you if you are a: 🔹B2B Marketing Director or VP tired of unreliable data and seeking a trustworthy technical partner to own your analytics stack. 🔹Growth, SEO, or PPC Agency needing a certified expert to build advanced reporting, handle complex GA4 implementations, and elevate the value you deliver to clients. 🔹Founder or Head of Marketing at a scaling tech company who wants to build a data-driven culture from the ground up with a solid infrastructure. Let's connect to discuss how I can bring clarity to your marketing data and prove your ROI.
$40 hourly
Samuel A.
- 5.0
- (2 jobs)
Ile-Ife, OSUN
Data Analytics
pandas
NumPy
Seaborn
Matplotlib
Data Visualization
Python Scikit-Learn
Python
Explainable AI
Model Fitting
Model Tuning
Model Deployment
Machine Learning Model
Machine Learning
Data Analysis
Data Science

Clients don't want a "black box" model. They want answers they can trust. I don't just build models; I build deployed, explainable, and reliable data science tools. I specialize in the complete end-to-end ML pipeline, from a messy CSV file to a live, interactive Streamlit app that provides your team with actionable, data-driven insights. My process focuses on Explainable AI (XAI). A model that's 99% accurate is useless if you can't understand why it's making its decisions. I use tools like SHAP to open the "black box" and show you exactly which features are driving your predictions. My 100% Job Success Score isn't just a number; it's my commitment to professionalism, clear communication, and delivering a polished, robust final product. My project works has given me deep, hands-on experience in the complete data science lifecycle. I am ready to apply these skills to your business. My Core Skills & Deliverables When you hire me, you are hiring a multi-faceted problem-solver. Here is the menu of my capabilities and the tangible products I deliver. Skills (The "How") Analysis & Strategy: -Data Auditing: I find the "lies" in your data—contradictory rows, logical fallacies, and hidden biases that will poison your model. -Deep EDA: I use correlation heatmaps and distribution plots to find and solve hidden problems like high multicollinearity. -Feature Engineering: I transform weak, redundant, or confusing features into new, powerful signals (e.g., combining Sales and Time into Sales_Velocity) that give your model a clear path to success. Modeling & Engineering: -Model "Bake-Offs": I test multiple models (e.g., Logistic Regression vs. Random Forest vs. XGBoost) to prove which one is actually the best tool for your specific problem. -Optimization for Imbalance: I am an expert in handling imbalanced datasets (like fraud or churn) by tuning decision thresholds using Precision-Recall Curves to catch rare, critical events. -Pipelines: I build robust, production-ready scikit-learn Pipelines that bundle all preprocessing and modeling into one clean, deployable object. Deliverables (The "What You Get") -A Deployed, Interactive Streamlit Web App A live, user-friendly application that your team can actually use to get real-time predictions. -A Full Data Analysis & EDA Report A comprehensive Jupyter Notebook or Medium article that tells the story of your data, explaining all insights and the "why" behind my design choices. -Model Explainability (XAI) Reports Clear, simple SHAP plots (waterfalls, bar charts) that answer the "why" and build trust in the model's decisions, allowing you to take confident action. -A Clean, Version-Pinned Deployment Kit A production-ready requirements.txt or environment.yml file. This is the "blueprint" that guarantees your app will work perfectly on a server without the AttributeError crashes that plague beginner projects. Why Choose Me? 1. End-to-End Builder, Not Just an Analyst. You get a tangible, deployed, and usable tool, not just a theoretical notebook. I am a problem-solver who can handle the entire process from data cleaning to app deployment. 2. Explainability & Trust Expert. My specialty is opening the "black box." I don't just give you a score; I give you the reason, using SHAP to build trust and deliver actionable insights. 3. Proven Professionalism & Reliability. As a freelancer with a 100% Job Success Score, I am a reliable, communicative, and organized professional. I deliver polished, documented, and robust solutions on time. Ready to Work Together? Do you have complex data that needs to be transformed into actionable insights? Or perhaps you have a model stuck in a Jupyter Notebook that your team can't actually use? I'm here to help. I specialize in turning data problems into deployed, automated solutions. Send me a message about your project. Let's work together to turn your data into your most valuable asset. You have data. I build the tools to turn it into decisions. Let's talk.
$65 hourly
Kim L.
- 4.9
- (11 jobs)
Atlanta, GA
Data Analytics
Communications
Startup Company
Market Research
Business Planning & Strategy
Financial Analysis
Marketing Strategy
Financial Modeling
Project Management
Strategy
Digital Marketing
Data Analysis
Editing & Proofreading
Business Writing
Business Plan
Business Analysis

𝗛𝗲𝗹𝗹𝗼! I'm Kim, a serial entrepreneur turned Business & Strategy Consultant with 10+ years of experience helping startups, small businesses, and Fortune 100s like Disney and Boeing thrive. The knowledge & expertise I've gained from experience is fortified by Lean Six Sigma certifications, a Psychological Science degree, and an MBA from USC Marshall (a top-20 business school). 𝗕𝗔𝗖𝗞𝗚𝗥𝗢𝗨𝗡𝗗: My mother was an entrepreneur, so like a fish in water, I've been surrounded by business my entire life. She founded a snack food manufacturer when I was 5, and it grew alongside me like a sibling. After her unexpected passing, I became the company's CEO and joined forces with my human siblings to run it. That remains the most stressful and scariest year of my professional and personal life, but the lessons afforded to me during childhood and the support of an awe-inspiring team empowered me to succeed its trials by fire. In my first year as CEO, revenue increased by 20% and profitability increased by 36%. We doubled within a few years and steadily grew until receiving a buy-out offer that, after some negotiation, we couldn't refuse. I attribute those experiences to the consultant I've become and my ability to connect with clients. I'm intimately familiar with how overwhelming running a business can be, and I'm passionate about leveraging the knowledge and expertise I've accumulated to empower entrepreneurs in similar ways. 𝗛𝗢𝗪 𝗜 𝗖𝗔𝗡 𝗛𝗘𝗟𝗣: I bring a unique blend of practical knowledge, strategic thinking, business acumen, and technical skills to the table. I specialize in data-driven strategy development, which frequently culminates in projects including comprehensive research & data analysis, business plan writing & development, growth & marketing strategies, and financial analysis & planning. Furthermore, my network of industry experts and professionals enables me to provide clients with access to additional resources and support. 𝗛𝗜𝗚𝗛𝗟𝗜𝗚𝗛𝗧𝗘𝗗 𝗖𝗟𝗜𝗘𝗡𝗧 𝗥𝗘𝗦𝗨𝗟𝗧𝗦 • Secured seven-figure funding from investors, banks, and SBA programs. • Boosted IT service provider's growth rate from 3% to 16% in 6 months. • Increased an HVAC company's net income by 33% despite a 7% revenue decline. • Grew a supplement company’s EBITDA 16% by aligning corporate & financial strategies. • Outsold 97.9% of sellers on the $2.3 billion platform Etsy within a drinkware brand’s first year by developing scalable go-to-market and operational strategies. • Drove 385% growth in hyper-competitive entertainment industry as fractional CEO, establishing a renowned 27,000 sq. ft. multimedia studio. • Increased YouTube channel's 90-day impressions by 46%, views by 126%, and click-through rate by 1.9%. 𝗟𝗲𝘁'𝘀 𝗱𝗶𝘀𝗰𝘂𝘀𝘀 how I can leverage my lifetime of experience, formal education, and incredible network to take your business to the next level. I know that hiring a freelancer is an important decision, and I'm happy to provide more information and answer any questions you may have. I’m here to help and just a message away!
$80 hourly
Justin G.
- 4.9
- (27 jobs)
Madison Heights, MI
Data Analytics
Microsoft Word
Salesforce Lightning
Salesforce CRM
Microsoft Power Automate
Financial Reporting
Financial Modeling
Data Management
Spreadsheet Software
Data Mining
Microsoft Power BI Data Visualization
Microsoft Power BI
Data Analysis
Microsoft Excel

Proficient in: Excel formulas Vlookup xlookup Sumifs if statements nested formulas Salesforce Financial Force Microsoft Power BI Experienced report writer. I have spent almost my whole career writing reports for all areas of large $100M companies down to small mom and pop businesses. During those times I have had a wide variety of other responsibilities, from accounting to sales and everything in between. That being said I know that almost all situations and requirements are different, and I would very much like to learn yours. I am also experienced in Salesforce administration. I am not a coder but usually find a way using process builder and flows to get things accomplished. I am very familiar with the CRM and have experience with other products on the Salesforce platform including FinancialForce, Remedyforce, and Pardot. Your satisfaction is my number one priority and I will make sure that at the end of the project you are happy.
$80 hourly
Siddharth G.
- 5.0
- (21 jobs)
New Delhi, DL
Data Analytics
ETL
Critical Thinking Skills
Problem Solving
Funnel Testing
Marketing Analytics
Microsoft Power BI
Tableau
Machine Learning
SQL
Dashboard
Data Analysis
Python
Data Visualization
Hypothesis Testing

🌟 Worked with World Bank and an Asian Govt on Machine Learning (Water predictions) 🌟 5 Star Client Feedback on all Analytics projects 🌟 1,600+ hours booked on Upwork 🌟 9+ years of global experience with Fortune 500 companies AND fast growing startups 🌟 Skills appreciated: Asking the right questions, attention to detail, clear communication, thoughtful, having a solid work ethic and being a wild optimist Hi, from India! I am a top 3% Upwork consultant for Analytics, Visualizations, and Machine Learning projects, with experience building end-to-end analytics processes for businesses. Industries I have experience in: - Technology - Manufacturing - Automobile - AgriTech - Advertising / Marketing - Real Estate - Finance Skills: - Automate reporting - Create analytics dashboards and UI using Python (Plotly, Dash, Voila, Anvil), Tableau, Power BI, and AWS QuickSight - Create data mining/scraping scripts - Solve business problems using machine learning models: linear/logistic regression, classification, time-series, random forest, xgboost, neural networks, etc - Mentor for data analytics and machine learning tools and mindset Databases: - Google Cloud - AWS S3 and Athena - MySQL - Postgres - Oracle - MongoDB Analytics Engineering: - Looker Database Skills: - ETL - Database Design Programming languages: - SQL - Python - R - HTML - CSS - JavaScript Cloud Services: - AWS - Google Cloud - Azure Visualization Tools: - AWS Quicksight - Power BI - Looker - Tableau - Google Data Studio Clients I've worked with: - Microsoft - Thomson Reuters, now called Refinitiv - General Motors - Coles Australia - World Bank and an Asian Government - GSMA (For annual MWC events: Barcelona, LA and Shanghai) - Startups and SMEs based out of US, UK, South Africa, Australia, Mongolia, and India I have experience looking at data from the perspective of a developer, an analyst, and a decision-maker. Feel free to contact me, and I'll be thrilled to add value to your project.
$50 hourly
Maksym B.
- 5.0
- (79 jobs)
Mykolaiv, MYKOLAIVS'KA OBLAST
Data Analytics
ETL
Web Scraping
Scrapy
Data Engineering
Data Analysis
Back-End Development
MongoDB
PostgreSQL
Web Crawling
pandas
Data Extraction
Python
Data Scraping
Python-Requests
Selenium

Greetings! I am Max, a seasoned Python developer with over six years of specialized experience in data extraction, scraping, and analysis. I have mastered a wide array of libraries and tools to proficiently gather and process data from various sources. I possess in-depth expertise in libraries such as Requests, aiohttp, and httpx, coupled with proficiency in content analysis tools like lxml and BeautifulSoup. My niche skill set includes analyzing mobile app traffic, which is invaluable for extracting complex data from mobile applications. In browser emulation, I am skilled in utilizing libraries such as Playwright and Selenium, enabling me to replicate real user behavior and analyze web traffic meticulously. My background extends beyond data extraction; as a backend developer, I am experienced with Flask and FastAPI, and I adeptly manage databases including Postgres, MongoDB, and Redis. I am also proficient in constructing efficient data pipelines with Celery, ensuring seamless data processing and cleaning. My diversified experience covers roles in both outsourcing and product-based companies, consistently yielding top-quality outcomes and client satisfaction. Notable projects in my portfolio encompass extensive data collection and analysis for platforms like Twitter, in-depth evaluation of video content and analytics for YouTube channels, and the development of sophisticated data collection and processing pipelines with Celery. My expertise also includes extracting data from leading real estate websites such as Zoopla, Zillow, Redfin, and Hemnet, as well as managing substantial data from e-commerce giants like Amazon, Walmart, and Home Depot. Moreover, I played a pivotal role in architecting a comprehensive system for collecting and analyzing social media posts. I am driven by new challenges and committed to assisting clients in achieving their goals with precision and innovation. If you are in pursuit of a dedicated and expert Python developer with a deep focus on data extraction, traffic analysis, and scraping, I am keen on the opportunity to connect and contribute to your success.
$50 hourly
Ali D.
- 4.9
- (2 jobs)
Tampa, FL
Data Analytics
Local SEO
SEO Keyword Research
SEO Strategy
PPC Campaign Setup & Management
Website Optimization
Search Engine Optimization
Marketing Communications
Advertising
Digital Media
Communication Strategy
Digital Strategy
Email Marketing
Data Analysis
Google Analytics
Google Ads

About Me: Results-driven Senior SEO & Digital Marketing Strategist with over 10 years of experience delivering data-backed marketing strategies, content-driven growth, and ROI-positive campaigns for global clients. I specialize in: • Google Ads & Meta Ads (PPC) campaign management • Technical & On-Page SEO optimization • Digital marketing strategy & content creation • Conversion tracking using GA4, GTM & HubSpot • Keyword research, backlink audits, local SEO, and site health improvements With a proven track record managing over $500,000 in ad spend, I drive qualified traffic, improve conversion rates, and lower cost per acquisition (CPA) through expert targeting, A/B testing, and performance analysis. ⸻ Key Skills & Services: • Google Ads Campaigns (Search, Performance Max, Display, YouTube) • Meta Ads (Facebook/Instagram) Strategy & Execution • SEO (Technical, On-Page, Off-Page, Local SEO, Site Audits) • Content Marketing & SEO Copywriting • HubSpot, GA4, Google Tag Manager (Enhanced Conversions) • SEMrush, Ahrefs, Moz, Screaming Frog • Strategic Reporting & Performance Dashboards • Website Optimization for Lead Generation & UX ⸻ Why Work With Me: • Proven Results: From reducing CPL by 50% to boosting SEO rankings to the top 3. • Hands-On Expert: I personally manage, monitor, and optimize campaigns. • Holistic Marketer: I connect paid media, SEO, and content into unified strategies. ⸻ Let’s Talk Results: Whether you’re looking to scale lead generation, improve SEO rankings, or optimize ad performance—let’s build a data-driven digital strategy tailored to your business. Message me to get started.
$100 hourly
Juliano S.
- 5.0
- (15 jobs)
Dubai, DU
Data Analytics
Remote Sensing
ERDAS IMAGINE
GIS
ArcGIS
Data Analysis
Environmental Science
Agriculture & Forestry
Commodity Management
Data Science
Python
Tableau

More than 12 Years of experience in Analysis, Market Research for Commodities Trading. Extensive experience in Python for Data Processing, Organizing, and Storing. - Statistical Analysis for Commodities Trading. - Wanting to move deeper into AlgoTrading/Quantamental Tradings. - Expertise with data API, Data ETL, data Engineering - 4 Years working at Bloomberg LP in the Global Data Department. - Experience in AlgoTrading with Trading View and EasyLanguage - Experience in developing Statistical Models for Futures Markets Trading (Commodities). - More focus on Agriculture, Grains and Oilseeds. Extensive experience in Meteorology Data/specific datasets
$50 hourly
Asim N.
- 4.9
- (162 jobs)
Islamabad, IS
Data Analytics
Dissertation Writing
Academic Content Development
NVivo
Research Methods
Academic Writing
Statistical Analysis
Quantitative Analysis
Factor Analysis
Scientific Literature Review
Research Proposals
Academic Research
Survey Design
Data Analysis
Quantitative Research
Qualitative Research

I’m a PhD-qualified research and data science expert with 15+ years of experience in academic, business, and donor-funded research. I provide data-driven insights, advanced data analysis, academic publishing support, and Open Journal Systems (OJS) setup for institutions, startups, and research teams. With a portfolio of 40+ peer-reviewed publications and projects spanning the USA, Saudi Arabia, UAE, and Malaysia, I offer deep subject expertise in entrepreneurship, education, leadership, management, and social sciences. Services I offer: ✅ Market Research & Business Intelligence — Market research, trend analysis, online desk research — Google search term analysis, competitor profiling — Business and academic reports with clear data visualization — Big data insights (including blockchain) for strategic decision-making ✅ Quantitative Research & Statistical Analysis — Research design: Quasi-experimental, Survey-based studies — Exploratory & Confirmatory Factor Analysis (EFA, CFA) — SEM, Regression, z-test, t-test, CR, AVE, Mediation, Moderation, Cluster Analysis — Sample size calculation, Validity & Reliability testing — Tools: IBM SPSS, SmartPLS, STATA, Excel Pivot Tables — Proficient in questionnaire design and psychometric validation ✅ Qualitative Research & Thematic Coding — Thematic analysis, grounded theory, IPA, action research — Interview and FGD protocol design, coding, category development — Manual and NVivo-based qualitative data analysis — Support for mixed-method research and narrative synthesis ✅ Systematic Literature Review & Bibliometric Analysis — SLR using Scopus and Web of Science databases — Bibliometric and network analysis with VOSviewer — Extraction of first-order and second-order themes — Integration of findings into publishable frameworks ✅ Academic Writing & Journal Publication Support — Manuscript co-authoring, peer-review response writing — Formatting & referencing as per journal guidelines (APA, MLA, Chicago, etc.) — Research paper editing, proofreading, and submission readiness — Deep understanding of publication ethics and scholarly standards ✅ OJS Journal Setup & Editorial Consultancy — Complete setup of Open Journal Systems (OJS/PKP) — Workflow design for editors, authors, and reviewers — Plugin configuration, metadata structure, and journal policy guidance — Training and support for smooth OJS operations and indexation readiness If you’re looking for research-based insights, expert data analysis, or help with setting up a professional research journal, feel free to connect.
$90 hourly
Taylor G.
- 5.0
- (502 jobs)
North Ogden, UT
Data Analytics
Airtable
Dashboard
Business Intelligence
Excel Formula
Spreadsheet Software
Visual Basic for Applications
Google Apps Script
Data Visualization
Looker Studio
Data Analysis
Power Query
Microsoft Power BI
Google Forms
Google Sheets
Microsoft Excel

Taylor Gee | Founder of SheetLogic ✦ Streamline workflows ✦ Visualize performance ✦ Scale your business Businesses waste countless hours on repetitive tasks like quoting and report building. I leverage spreadsheets to automate these processes, giving you back your most valuable resource: time. My expertise includes: ✦ Real-time KPI Dashboards ✦ Automated Data Analysis Reports ✦ Dynamic Pricing & Proposal Calculators ✦ Resource Allocation and Scheduling Tools ✦ Integrated Data Collection Google Forms ✦ Budget Planning & Tracking Tools ✦ Team Performance and Project Management Trackers ✦ Inventory Management Systems ✦ 1-on-1 Screen Share Tutoring As a data analyst and engineer with 10+ years of experience, I utilize Excel, Google Sheets, Forms, PowerBI, Looker Studio, Airtable, Power Automate, Make.com, and Zapier to solve business challenges. From simple formulas to complex PivotCharts, PowerQuery, VBA, and AppScript, I deliver the tools and processes businesses need to thrive. I've partnered with clients across diverse industries including fitness & nutrition consulting, construction, law, education, transportation, manufacturing, and insurance. With a background in manufacturing engineering from a Fortune 500 medical device company, I apply an engineering mindset to optimize processes and deliver exceptional solutions. Looking forward to working with you!
$130 hourly
Joshua P.
- 5.0
- (13 jobs)
Alexandria, VA
Data Analytics
Data Analysis
Information Security
Splunk
Windows Server
Bash Programming
Microsoft Windows PowerShell
Regex Writing

All I do is Splunk. Senior Splunk Consultant with Splunk Enterprise Security Experience, certified Architect II. I have 10 years of experience in environments and license ingest of up to 300TBs on premises, to brand new implementations, to setting up personal development and test environments. I have had cloud and on-premise engagements with both federal and commercial clients ranging from audit, compliance, and security. I have designed and implemented enterprise environments for large and small companies with customers requesting multiple environments for production, test, and development. A small list of tasks I have previously completed include architecting and deploying Splunk environments, onboarding new data sources, creating correlation searches, troubleshooting sick Splunk environments, train-the-trainer sessions, coaching groups of new users or individuals, preparing documentation and process creation. I am flexible working remotely, screen sharing, with or without video or in person (within reasonable distances). Specific Splunk tasks you can hire for me for include but are not limited to: - Splunk Enterprise Security Configuration - Creation of searches, dashboards, alerts, and reports - Debugging/optimization of existing searches, dashboards, alerts, and reports - Custom app creation and deployment - On boarding new data sources - Installation, deployment and configuration of custom built or official Splunk apps - Splunk health check - Data Model configuration/setup - Designing, developing and deploying a scalable Splunk architecture - Search head and/or indexer clustering - Field extraction using regular expression - Scripted Splunk Forwarder deployments - App deployment to Forwarders, Search Heads, and/or Indexers - Personalized training
$100 hourly
Paul M.
- 5.0
- (25 jobs)
Virginia Beach, VA
Data Analytics
Financial Trading
Trading Language
Trading Automation
Trading Strategy
Python
Data Analysis
Technical Analysis
Browser Automation
API Integration
Cryptocurrency

I'm a solutions architect and automation engineer specializing in AI-powered digital solutions that drive real business results. With expertise spanning full-stack development, AI implementation, and business process automation, I transform complex technical challenges into streamlined, efficient systems. What I Deliver: I create custom solutions that help businesses operate more efficiently: AI Integration: Implementing advanced AI solutions including RAG systems, knowledge graphs, and LangChain applications that deliver meaningful business intelligence Automation Engineering: Building seamless workflows using N8N, Make.com, and custom tools that reduce manual processes and increase productivity Full-Stack Development: Developing responsive, high-performance web applications and internal tools using React, Flask, JavaScript, and more Data Solutions: Transforming raw data into actionable insights through data extraction, processing, and analysis Business Tooling: Creating internal tools and custom interfaces that solve specific business challenges My Approach: I believe in practical solutions that deliver measurable results. Whether you need to automate repetitive tasks, build intelligent systems, or develop custom applications, I focus on understanding your specific needs and creating solutions that provide lasting value. My technical expertise combined with a business-focused mindset means I can translate complex requirements into effective implementations that improve your bottom line. Let's discuss how I can help optimize your digital performance and automate your path to growth.
$45 hourly
Ambe E.
- 4.9
- (32 jobs)
Saskatoon, SK
Data Analytics
Database Design
RESTful API
Mobile App Development
Database Security
Data Analysis
Machine Learning
Data Science
Semi-Supervised Learning
Machine Learning Model
Computer Vision
Python
TensorFlow
Deep Neural Network

Hello, my friends. I am a software engineer with a major in Artificial intelligence focused in the field of computer vision : *python, java *Computer vision *Deep Neural Networks *Image Processing and manipulation *Databases - Mysql, Postgres, and Maria DB * Amazon web services deployment of machine learning models and Restful services *backend Techniques with Flask, python and Postgres, Restfull services *Natural language processing *Network and Sercurity With my knowledge in these domains, I have worked with exciting start-ups in building white-label AI systems for their process, such as Visual Search engines, Chatbots, face recognition systems, and many more. I will be looking forward to working with you..Thanks
$35 hourly
Rutherford R.
- 5.0
- (7 jobs)
Makati City, METRO MANILA
Data Analytics
Facebook Ads Manager
Google Ads
Google Analytics Report
Marketing Analytics
Academic Writing
Data Analysis
Quantitative Research
Research Papers
Statistics
Data Visualization
SQL
Tableau
R
Microsoft Excel

I have a Bachelor's Degree in Psychology from De La Salle University-Manila and I finished rank 9 from the Board Licensure Examination for Psychometrician back in 2019. I've been working with Marketing Consultants as a Data Analyst for 3 years and can provide different kinds of analytics reports depending on the business need. I can do statistical analyses using various tools like Excel (advanced functions and formulas, advanced visualizations and dashboards), SQL(extracting data from related databases), R(end-to-end data analysis), and Tableau(dashboards and visual storytelling). I handle the end-to-end analytics lifecycle from data collection, data preparation, data cleaning, data analysis, data visualization, and generating insights and recommendations out of the dataset. List of reports I can perform (regularly): 1. LTV Analysis (using Shopify and Amazon) - What is the Lifetime Value of your customers? (This can also be segmented) 2. Churn Analysis - What is the drop-off rate / cancellation rate of your subscriptions? How long does a customer typically subscribe before cancelling? 3. Email Attribution Analysis - which of the emails you captured ended up converting and how long? 4. Product Repeat Purchase Analysis - Which among your products tend to yield repeat purchases from your customers? 5. Customer Repeat Purchase Analysis - On a segmented basis (month, year, etc.), what is the repeat purchase rate of your customers? How many of your first-time customers tend to buy again? 6. Average Time Between Repeat Purchases Analysis - What is the average time between first and second purchase of your customers? second and third? etc. 7. Facebook/Google Ads Analysis - Which among your ads perform the best? Which should you drop off? What kind of creative / messaging resonates with your audience? 8. Discount Code Analysis - Among the discount codes you've ran, which among them were most profitable? Which among them were most effective in converting your audience? 9. Market Basket Analysis - Which among your products are best bundled together to increase AOV and probability of purchase? 10. Product-Based LTV - Which among your products tend to yield high LTV customers? This list is by no means exhaustive, and I work on many other reports depending on the requirements of the analytics problems. I mostly work on customized reports that require critical thinking and creative problem-solving (for example, building a report to help identify the existing customer reactivation of a specific client on a month-by-month basis.) Professional Skills: Excel, R, Tableau, SQL, Databox, Research Writing, Thesis Writing, Statistical Analysis, Psychological Testing and Assessment, PowerPoint Presentation, End-to-End Data Analysis Process, Lead Generation, Influencer Outreach, Customer Support.
$45 hourly
Keaton Z.
- 5.0
- (30 jobs)
Mechanicsburg, PA
Data Analytics
Automation
Data Analysis
Predictive Modeling
NumPy
pandas
Python Scikit-Learn
Reinforcement Learning
Unsupervised Learning
Supervised Learning
Neural Network
Artificial Intelligence
Machine Learning
Python

AI Developer with 4+ years of building learning systems, automating workflows, and solving intricate problems with precision-engineered solutions. I deliver robust, high-accuracy systems across a variety of applications (including finance, automation, natural language processing, and computer vision). AI Skills: - Machine Learning, Deep Learning, Large Language Models (LLMs), Computer Vision, Predictive Analytics - Custom model training, optimization, evaluation, and fine-tuning Frameworks: - scikit-learn, PyTorch, TensorFlow Languages: - Python, Java, C++, Bash Tools: - Git, SQL, FastAPI/Flask, Docker, Kubernetes, MLOps I am passionate about modular solutions, efficient operation, and leveraging the true power of AI to solve the toughest problems. Let's connect and see how I can help your project move forward!
$60 hourly
Maksim K.
- 5.0
- (11 jobs)
Dubai, DU
Data Analytics
Data Analytics & Visualization Software
AI Data Analytics
Data Quality Assessment
dbt
Google Cloud Platform
Data Warehousing & ETL Software
Business Intelligence
Data Engineering
Apache Airflow
Machine Learning
Python
Agile Project Management
Data Analysis
Fraud Detection
SQL

Hi! 👋 I’m Maksim, a Data Engineer / Data Analyst with over 10 years of experience in data analytics, data engineering, and AI automation. I help companies transform raw data into scalable insights, automated workflows, and AI-powered intelligence that drives real business impact. 🔍 Core Focus Areas: • Analytics: Deep expertise in product and marketing analytics — analyzing user retention, conversion funnels, and revenue metrics to guide business strategy. • Data Engineering: Building robust ETL/ELT pipelines (Airflow, dbt, Airbyte) and integrating data across platforms like PostgreSQL, Stripe, PostHog, and GA4. • AI & Machine Learning: Deploying ML models (Vertex AI, LLMs) for spam detection, industry classification, and fraud prevention to automate decision-making. • Cloud Infrastructure (GCP): Designing and maintaining data architectures in Google Cloud Platform — including BigQuery, Cloud Storage, Cloud Functions, and Vertex AI. Experienced in building data lakes, data warehouses, and analytical layers for scalable, cost-efficient operations. • Business Intelligence: Creating interactive dashboards (Looker, Metabase, Redash) that empower teams with clear, real-time insights. ⸻ 🏢 Professional Experience: At MailerLite, I developed and maintained data pipelines and analytics systems in Google Cloud, unifying data from multiple sources into a centralized Data Lake. I built BI dashboards in Looker to support product, marketing, and finance teams, and implemented AI models in Vertex AI to automate classification and reduce manual work. Previously, at Upwork and SEMrush, I focused on fraud detection, ML-driven automation, and data quality improvement, helping global teams scale their data infrastructure and reduce fraud by over 70%. ⸻ ⚙️ Tech Stack SQL, Python (Pandas, NumPy, SQLAlchemy, Scikit-learn, XGBoost), Airflow, dbt, Airbyte, Docker, Kubernetes, Collab, Google Cloud (BigQuery, Cloud Storage, Cloud Functions, Vertex AI), AWS (S3, SageMaker, EC2, Lambda), PostgreSQL, ClickHouse, Snowflake, Redshift, Databricks, Looker, Metabase, Redash, Stripe, PostHog, GA4. ⸻ 🚀 Why Clients Choose Me • I analyze your data in depth and deliver clear, data-driven insights that support strategic and operational decision-making. • I bridge analytics, engineering, and AI — from data architecture to actionable insights. • I build modern, automated, and scalable data ecosystems • I focus on clarity, impact, and performance — ensuring every dashboard, model, or pipeline drives measurable results. Let’s work together to turn your data into a powerful growth engine! ⚡
$85 hourly
Mitchell F.
- 5.0
- (114 jobs)
Eagle Mountain, UT
Data Analytics
Advanced Analytics
Data Integration
Power Query
Business Analysis
Business Intelligence
Financial Analysis
Data Cleaning
Operations Analytics
Spreadsheet Software
Excel Formula
Dashboard
Data Visualization
Microsoft Excel
Data Analysis

Hello there! I have 10+ years of data analysis experience and am passionate about helping businesses tackle their toughest data challenges. With expertise in Excel, Python, and SQL, I focus on automating workflows, cleaning and transforming data, creating dashboards, and pretty much everything else in between across a wide variety of industries. I believe good data can tell a story and drive smarter decisions. That’s why I focus on creating practical, easy-to-use solutions tailored to what you actually need. Maybe you’re drowning in data and just want something more manageable, or you’re looking to save time by automating a tedious process. Either way, I’m here to help. If you’re ready to take the hassle out of your data and make it work for you, I’d love to hear more about your project. Don't hesitate to reach out with any questions, and let's explore how I can help!
$40 hourly
Daniel Adrian L.
- 5.0
- (72 jobs)
Pisa, PROVINCE OF PISA
Data Analytics
Data Analysis
Italian to English Translation
English to Romanian Translation
Management Consulting
Healthcare Management
Romanian
Translation

I hold a PhD in Healthcare Management and I currently work as an Associate Professor in Health Services Research at the University of Stavanger, Norway. My main research interests include performance management, public health, quality improvement, patient safety, elective surgery, prehospital critical care, resilience, preparedness, health innovation and implementation research. Main areas of expertise: - Statistical packages: R, SAS, Stata, SPSS - Academic/scientific writing and proofreading - Management of innovation and healthcare
$80 hourly
Bernard W.
- 5.0
- (7 jobs)
Miami, FL
Data Analytics
Statistics
Data Visualization
Data Analysis
Quantitative Research
SQL
Tableau
Data Science
Machine Learning
Python
R

I am a seasoned data science professional with over 10 years of experience. At my full-time job as a senior data scientist for a large cruise company, my passion is leveraging both fundamental and advanced analytics to provide bespoke business and revenue solutions across the organization. Previously, I worked as a senior data analyst for a multi-billion dollar quasi-governmental company working to help fund affordable high-speed internet across the United States. My experience in data science and analytics is full-stack. What that means is you can rely on me from A-Z: processing your raw, messy data (ETL), finding significant insights in your data (EDA) and then uncovering subtle patterns via advanced statistics and algorithms (machine learning), and finally putting everything together with powerful visualizations in a compelling report. In addition, I am more than happy to help with any programming/scripting, database, and reporting automation projects. I am very comfortable programming in Python, R, and SQL. I also am an expert in visualizing and manipulating data with Tableau (including Tableau Prep). I earned my master's degree and Ph.D. in materials science and engineering from the University of Virginia where I specialized in computer modeling and simulation of nanoscale materials. Before that, I graduated from the University of Richmond with a double major in Physics and Chemistry.
$40 hourly
Asad R.
- 5.0
- (15 jobs)
Lahore, PUNJAB
Data Analytics
Chatbot Development
Deep Learning Modeling
Data Extraction
Artificial Intelligence Ethics
Generative AI
Network Engineering
Data Science
Automation
Data Structures
Amazon Web Services
Natural Language Processing
Computer Vision
Data Analysis
Artificial Intelligence
Machine Learning

Over $100K+ worth of satisfaction delivered on Upwork Top Rated Plus with a 100% Job Success Trusted Full-Stack Developer Hello! Are you looking for a seasoned Full-Stack Developer with a proven track record in delivering robust and scalable solutions? With 6+ years of experience, I specialize in designing cutting-edge applications that leverage the power of Python, Django, and AI/ML technologies. My Services: ** AI/ML Solutions: End-to-end model development, training, optimization, deployment, and integration (Computer Vision, NLP, OCR, Predictive Analytics, LLMs) ** Custom Web Applications: Backend development with Python and Django. API Engineering: Design, development, optimization, and integration of RESTful APIs ** Cloud & DevOps: Scalable infrastructure design, deployment automation, containerization, CI/CD, and serverless solutions ** Data Engineering: ETL workflows, real-time data processing, big data pipelines, and database optimization Tools and Technologies: ** AI/ML & Data Science: TensorFlow, PyTorch, Scikit-learn, Keras, NumPy, Pandas, spaCy, Transformers, YOLOv5, Tesseract, DeepSort, GANs ** Data Engineering: Apache Airflow, Apache Spark, PySpark, Hadoop, ETL Workflows, Data Warehousing ** Databases: PostgreSQL, SQLite, MongoDB, Redis ** Cloud Platforms: AWS (EC2, RDS, S3, DynamoDB, Lambda ** Version Control: Git, GitHub, GitLab, Bitbucket ** Developer Tools: PyCharm, VS Code, Sublime Text ** API Testing Tools: Postman, Insomnia ** Security & Compliance: Data Security, Access Control, HIPAA Compliance I am excited to collaborate and bring your vision to life. Let’s discuss your requirements and craft a solution that drives impact and growth. Reach out now to kickstart our journey! Cheers!
$100 hourly
Michael S.
- 5.0
- (45 jobs)
San Antonio, TX
Data Analytics
Data Analysis
Survey Design
Qualitative Research
SurveyMonkey
Customer Experience Research
Statistics
Consumer Research
Market Research
Quantitative Analysis
Internet Survey
Survey
Quantitative Research

Hello! I'm an experienced and helpful research professional with over 20 years of survey research experience. I apply my knowledge of best practices to maximize your response rates and the reliability and usefulness of your results. I guarantee you’ll be happy with the service I provide! I have over 20 years experience conducting surveys and other social science research methods in business, government, and academic settings. I have a PhD in Social Psychology and have taught survey and research methods in undergraduate and graduate programs. I specialize in questionnaire design, testing, and analysis, but I have experience in other quantitative and qualitative methods too, especially focus groups and content analysis. I love helping people answer questions. I'm looking forward to helping you! To avoid conflicts of interest, I do not conduct research that is paid for by, or is conducted on behalf of, any national government, including the US federal government, political parties, or organizations that lobby for political issues. I also don’t work on “push polls” or deliberately biased surveys. Thanks for your understanding!
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