Hire the Best Data Scrapers

Clients rate our Data Scrapers
Rating is 4.8 out of 5.
4.8/5
Based on 49,646 client reviews
Aleko B.

Tbilisi, Georgia

$15/hr
5.0
10 jobs

Struggling with websites that block your scraper? Need data collected automatically without doing it manually every day? Want your web scraping process to run faster and deliver cleaner results? I solve exactly these problems. Whether you need to extract thousands of records from complex sites, automate repetitive data collection, or build a system that monitors and alerts you when new data appears - I build it in Python and it runs on its own. What clients come to me for: — Sites blocking scrapers or showing CAPTCHAs — Data scattered across multiple sources that needs consolidating — Manual data collection eating up hours every week — Raw scraped data that's messy and needs cleaning — Need a REST API to deliver scraped data automatically Tools I use: Python · Playwright · BeautifulSoup · REST API · PostgreSQL · pandas · Apify · Google Sheets API 9 jobs completed · 5-star rated · 50,000+ records delivered · CAPTCHA-protected sites handled Send me your project and I'll tell you exactly how I'd solve it. Got a complex challenge? I offer a free 15-minute call before you commit to anything. — Aleko

  • Data Scraping
  • Python
  • Web Scraping
  • Data Extraction
  • Automation
  • Selenium
  • Data Mining
  • Scrapy
  • API Integration
  • Web Crawling
  • Python Script
  • Browser Automation
  • REST API
  • Data Analysis
  • Beautiful Soup
  • Data Entry
  • ETL
  • Data Cleaning
  • Data Collection
  • Lead Generation
Vivek M.

Surat, India

$30/hr
5.0
114 jobs

With 7+ years of experience, I'm Expert in Web Scraping, Data Engineer, AI/ML and Full-Stack Developer specializing in large-scale data extraction, automation, and pipeline engineering. I build robust, scalable systems that transform raw data into actionable insights. 💡 Core Expertise Web Scraping & Automation: Expert in bypassing anti-bot systems (CAPTCHA, rate limits, IP rotation) using Scrapy, BeautifulSoup, Selenium, Playwright, and rotating proxies. Automation & Workflow Engineering: Airflow, Prefect, Dagster, n8n, Zapier, Make, Power Automate, UiPath, Step Functions, Logic Apps, GCP Workflows, Business Process Automation, RPA, CI/CD, Jenkins, GitHub Actions, GitLab CI/CD, Monitoring & Alerting. Data Engineering: Designing and building scalable ETL/ELT pipelines for structured, semi-structured, and unstructured data using Apache Airflow, Apache Spark (PySpark), Pandas, Dask, Databricks, Snowflake, Apache Kafka, Apache Hive, Apache Hadoop, Delta Lake, Apache Iceberg, dbt, AWS Glue, Azure Data Factory, Google Cloud Dataflow, Apache NiFi, Trino, Presto, and Apache Beam. Experienced in data warehousing, data lakes, lakehouse architectures, data modeling, data transformation, data quality, data governance, batch and real-time processing, streaming data pipelines, orchestration, workflow automation, schema design, partitioning, optimization, and performance tuning. Proficient with cloud platforms including AWS, Azure, and GCP, S3, Redshift, EMR, Athena, Lambda, Azure Synapse Analytics, Azure Data Lake Storage, BigQuery, Cloud Storage, and Pub/Sub. Skilled in SQL, Python, data integration, data migration, CDC, metadata management, monitoring, CI/CD, Docker, Kubernetes, and modern data stack technologies. Backend Development: High-performance APIs and microservices with FastAPI, Django, Flask, and Celery for async task handling. AI/ML Integration: Leveraging NLP and LLMs (LangChain, Llama, NLTK) for data enrichment, classification, and intelligent automation. Cloud & DevOps: Deploying scalable scrapers and data workflows on AWS (Lambda, ECS, S3), GCP, Docker, and Kubernetes. 🛠️ Tech Stack Data & Scraping: ▸ Scrapy | Selenium | Playwright | Proxies (BrightData, ScraperAPI, etc) ▸ Pandas | PySpark | Apache Airflow | PostgreSQL | MongoDB | Redis Backend & Cloud: ▸ Python (FastAPI, Django, Flask) | Celery | RabbitMQ ▸ AWS (Lambda, ECS, RDS, S3) | GCP | Docker | Kubernetes AI/ML: ▸ NLP (NLTK, spaCy) | LLMs (LangChain, OpenAI, Llama) | Data Annotation Let's turn your data challenges into reliable, scalable solutions. Send me a message to discuss your project!

  • Data Scraping
  • Python
  • Data Mining
  • Scrapy
  • Selenium
  • Scripting
  • Web Crawling
  • Data Extraction
  • JavaScript
  • AWS Lambda
  • Node.js
  • Web Scraping
  • Data Engineering
  • Flask
  • Django
Ahsan R.

Hyderabad, Pakistan

$5/hr
5.0
90 jobs

Are you looking for someone who can handle both manual data tasks and automated workflows with precision and speed? With 4+ years of experience in Data Entry, Lead Generation, Web Research, and Python-based Web Scraping, I help businesses gather, automate, and manage data using both manual skills and no-code/low-code automation tools like Zapier, Make, and n8n. Whether it's copy-paste work, form filling, or scraping data from dynamic websites using Python, Selenium, and Scrapy, I provide flexible solutions tailored to your project needs. 💼 Services I Offer: 💠 Data Entry & Admin Support 💠 ✅ Excel Data Entry & Cleaning ✅ PDF to Excel/Word Conversion ✅ CRM Data Management (HubSpot, Zoho, Salesforce) ✅ Typing, Copy-Paste Tasks ✅ Shopify, WordPress Product Uploading ✅ Appointment Scheduling, Inbox Management ✅ Form Filling & Survey Data Entry 💠 Web Scraping & Data Automation 💠 ✅ Custom Web Scrapers using Python, Selenium, Scrapy, Playwright ✅ No-Code Scraping using Octoparse, ParseHub, Apify ✅ Automated Data Collection via Zapier, n8n, Make, Pabbly ✅ Data Extraction from E-commerce, Directories, Social Media ✅ Repetitive Task Automation ✅ CAPTCHA Bypass, Proxy Rotation ✅ Data Output: Excel, CSV, JSON, SQL 💠 Lead Generation & Web Research 💠 ✅ B2B Lead Generation ✅ LinkedIn Research & Sales Navigator ✅ Contact List Building (Emails, Phone, LinkedIn) ✅ Market Research, Competitor Analysis ✅ Data Enrichment & Validation 🛠️ Tools & Technologies: ✅ Python | Selenium | Scrapy | BeautifulSoup | Pandas | Playwright ✅ Zapier, Make, n8n, Pabbly, Monday, Airtable ✅ Octoparse, Apify, ParseHub, PhantomBuster ✅ Excel, Google Sheets, CSV, JSON, SQL ✅ Shopify, WordPress, HubSpot, Trello, Slack, Canva 🔒 Why Choose Me? ✔ Full-Service: Manual and Automated Data Services ✔ Workflow Expert: No-code & Python automation combined ✔ Reliable: Deadline-Driven, Error-Free Delivery ✔ Affordable: High-Quality Work at Competitive Rates ✔ Responsive Communication & On-Time Delivery Let’s automate, optimize, and organize your data the smart way. Whether you're building a CRM, scraping data, or automating tasks. I'm ready to help. 📩 Send me a message and let's talk about your project today. Thank you.

  • Data Scraping
  • Python
  • Automation
  • Data Mining
  • Data Extraction
  • Web Crawling
  • Web Scraping
  • Data Entry
  • Lead Generation
  • CRM Software
  • Microsoft Excel
  • Google Sheets
  • Company Research
  • Product Listings
  • WordPress
Jahanzaib N.

Gujrat, Pakistan

$20/hr
4.9
66 jobs

👋 I’m Jahanzaib, a Web Scraping & Data Extraction Specialist with experience building fast and reliable scrapers using Python, Scrapy, Selenium, and Playwright. I deliver clean, structured data for data mining, lead generation, and also build Django dashboards to visualize and analyze the data efficiently. ⭐ What I Deliver ✅ Clean, structured, and ready-to-use datasets from any website ✅ Automated web scraping and data extraction pipelines (daily/weekly) ✅ Accurate data mining and data scraping at scale with proxy rotation & anti-bot bypass ✅ Lead generation data including emails, contacts, listings, pricing, and market trends ✅ Reliable data entry and processing for large datasets ✅ Custom Django dashboards to visualize and manage scraped data ⚡ Technical Strengths ⚡ CAPTCHA solving & anti-bot mitigation (2Captcha, OCR, smart retries) ⚡ Proxy rotation: residential, datacenter, and mobile for large-scale web scraping ⚡ Login automation, session handling, and authenticated data extraction ⚡ Rate-limiting, headless browsers, and fault-tolerant web crawlers ⚡ CSV/Excel/API outputs and cloud automation for data scraping pipelines 🔹 What I Can Scrape 🔹 E-commerce platforms (products, prices, competitors) 🔹 Real estate websites (properties, listings, trends) 🔹 Automotive listings (leads, inventory, market research) 🔹 B2B directories & lead generation websites 🔹 Custom portals, dashboards, and structured data sources 🚀 Let’s Work Together I provide professional web scraping, data extraction, data mining, web crawlers, lead generation, and automated data scraping pipelines. I can also build Django dashboards to display your data in a clean and actionable format. Share your requirements, and I’ll deliver accurate, timely, and structured data that helps your business grow.

  • Data Scraping
  • Web Scraping
  • Data Extraction
  • Lead Generation
  • Data Entry
  • Selenium
  • Web Scraping Framework
  • Data Mining
  • Scrapy
  • Selenium WebDriver
  • Python Script
  • Automation
  • Communications
  • Data Analysis
  • ETL Pipeline
Joshua M.

Starkville, Mississippi

$35/hr
4.7
395 jobs

Get exact data exported from your source. Receive stable and fluid solutions for your project. My skillset and experience span a multitude of project layers. Reach out to gain insight into your project needs. What I do: Web scraping, App scraping, Data mining What I deliver: Custom scrapers, Mathematical Solutions, Automated Workflows 100s of scrapers completed

  • Data Scraping
  • Python
  • MySQL
  • PHP
  • JavaScript
  • Desktop Application
  • Node.js
Mauz K.

Islamabad, Pakistan

$23/hr
5.0
123 jobs

🔒 Most Web Scraping projects fail because anti-bot systems, hidden APIs, or complex JavaScript protect the data you need. I'm a Python Web Scraping engineer in the (🏆 Top 0.3% on Upwork  |  🥇 Top Rated Plus  |  💯 100% Client Satisfaction) who specialises in extracting data from websites and apps that actively resist being scraped. 📣 What I solve that others can't: — Sites protected by Cloudflare, DataDome, PerimeterX, or Akamai — JavaScript-heavy SPAs with dynamic rendering — Mobile apps with certificate-pinned APIs (Android & iOS) — Authenticated sessions, paginated data, and rate-limited endpoints — Undocumented hidden APIs reverse-engineered for faster, stable extraction 💥 What you get: — Clean, structured data in CSV, JSON, PostgreSQL, Google Sheets, or direct API — Fully automated pipelines deployed on AWS, VPS, or cloud with monitoring — Production-grade scrapers that don't break after a week 💬 Why clients come back: — 95+ projects completed with zero failed deliveries — If another freelancer says your site can't be scraped — send it to me first — I don't just deliver data, I deliver scrapers that keep working 🛠 Tech Stack ⤵ ✔️ Python ✔️ Scrapy ✔️ Playwright ✔️ Selenium ✔️ NoDriver ✔️ BeautifulSoup ✔️ lxml ✔️ PostgreSQL ✔️ AWS/VPS Deployment ✔️ Linux ✔️ Windows VPS 👥 Whom I Work With I work with startups, agencies, and enterprise teams building data products, competitive intelligence tools, or ongoing scraping infrastructure. 📩 Send me your target site or app. I'll respond within a few hours with a feasibility assessment, approach, and timeline, no obligation. Looking forward to helping you turn hard-to-get data into a competitive advantage. 🔑 Keywords: ✩ Web Scraping ✩ Data Collection ✩ Data Scraping ✩ Data Extraction ✩ Data Mining ✩ Web Crawling ✩ Python ✩ Automation ✩ Selenium ✩ Scrapy ✩ Playwright ✩ API Scraping ✩ ETL Pipeline ✩ Cloudflare Bypass ✩ Anti-Bot ✩ Reverse Engineering ✩ CAPTCHA Solving ✩ JavaScript Rendering ✩ Headless Browser ✩ Proxy Rotation ✩ IP Rotation ✩ Android App Scraping ✩ Hidden API Extraction ✩ LinkedIn Scraping ✩ Google Maps ✩ E-commerce Scraping ✩ Amazon Scraping ✩ Real Estate Scraping ✩ Lead Generation ✩ Email Extraction ✩ Social Media Scraping ✩ Financial Data Scraping ✩ Booking & Travel Websites ✩ BeautifulSoup ✩ Pandas ✩ PostgreSQL ✩ AWS ✩ Digital Ocean ✩ Cron Job ✩ JSON Scraping ✩ CSV Output ✩ XPath ✩ CSS Selectors ✩ Data Cleaning ✩ Data Pipeline ✩ Web Crawling ✩ Data Parsing ✩ Data Aggregation ✩ Data Transformation ✩ Data Enrichment ✩ Big Data Scraping ✩ Cloud-Based Scraping ✩ Scraping Bot ✩ Custom Web Crawler ✩ Screen Scraping ✩ Web Data ✩ Web Research ✩ Market Research ✩ List Building ✩ Business Directory Scraping ✩ Google Search Scraping ✩ TikTok Scraping ✩ Instagram Scraping ✩ YouTube Scraping ✩ Product Scraping ✩ Price Monitoring ✩ Review Scraping ✩ Job Board Scraping ✩ Government Website Scraping ✩ Sports Data Scraping ✩ Car Marketplace Scraping ✩ Property Listing Scraping ✩ Contact Info Scraping ✩ Company Data Scraping ✩ Influencer Scraping ✩ App Directory Scraping ✩ Windows App Scraping ✩ iFrame Scraping ✩ Shadow DOM ✩ AJAX Scraping ✩ XML Parsing ✩ Custom Python Script ✩ Python Script ✩ Data Entry ✩ Microsoft Excel ✩ Data Management ✩ Data Harvesting ✩ Database Scraping ✩ HTML Scraping ✩ Data Profiling ✩ Online Research ✩ Web Scraper ✩ Scrape Website ✩ Automated Data Collection

  • Data Scraping
  • Python
  • Web Scraping
  • Data Extraction
  • Data Collection
  • Web Crawling
  • Web Crawler
  • Web Scraping Software
  • Scrapy
  • Selenium
  • Beautiful Soup
  • Data Mining
  • Python Script
  • Selenium WebDriver
  • Python-Requests
  • Database
  • Scraper Site
  • ETL
  • Screen Scraping
  • Browser Automation

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How to Hire Top Data Scrapers

How to hire data scrapers

There’s a lot of data publicly available on the web. If you’re looking to collect that data and organize it into a format where it can be accessed for analysis and use, a data scraper can help. 

So how do you hire data scrapers? What follows are some tips for finding top data scrapers on Upwork. 

How to shortlist data scraping professionals

As you’re browsing available data scraping consultants, it can be helpful to develop a shortlist of the contractors you may want to interview. You can screen profiles on criteria such as:

  • Industry fit. While not required, it can be useful if a data scraper also understands your industry so they can help you figure out how best to obtain the data you need. 
  • Project experience. Screen candidate profiles for specific skills and experience (e.g., data scraping with Import.io and storing it for further analysis).
  • Feedback. Check reviews from past clients for glowing testimonials or red flags that can tell you what it’s like to work with a particular data scraper.

How to write an effective data scraping job post

With a clear picture of your ideal data scraper in mind, it’s time to write that job post. Although you don’t need a full job description as you would when hiring an employee, aim to provide enough detail for a contractor to know if they’re the right fit for the project. 

An effective data scraping job post should include: 

  • Scope of work: From data scraping to data visualization, list all the deliverables you’ll need. 
  • Project length: Your job post should indicate whether this is a smaller or larger project. 
  • Background: If you prefer experience with certain industries or technologies, mention this here. 
  • Budget: Set a budget and note your preference for hourly rates vs. fixed-price contracts.

Ready to collect aggregate data found publicly on the web? Log in and post your data scraping job on Upwork today.

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DATA SCRAPERS FAQ

Frequently asked questions

What is data scraping? 

Data scraping (also known as web scraping) is the practice of programmatically collecting and importing data from a website into a usable format, such as a spreadsheet. Data scrapers help businesses perform market research, gather business intelligence, and even pull data for use in web applications (e.g., travel price-comparison sites). 

Here’s a quick overview of the skills you should look for in data scraping consultants:

  • Data scraping/web scraping
  • Dynamic web queries with Excel
  • Data scraping tools such as WebHarvy, Import.io, and Chrome’s Data Scraper plugin
  • Data analytics

Why hire data scrapers?

The trick to finding top data scrapers is to identify your needs. Do you require only someone with experience performing dynamic web queries with Excel? Or will they also be expected to perform some analysis and data visualization? The cost of your project will depend largely on your scope of work and the specific skills needed to bring your project to life. 

How much does it cost to hire a data scraper?

Rates can vary due to many factors, including expertise and experience, location, and market conditions.

  • An experienced data scraper may command higher fees but also work faster, have more-specialized areas of expertise, and deliver higher-quality work.
  • A contractor who is still in the process of building a client base may price their data scraping services more competitively. 

Which one is right for you will depend on the specifics of your project.