Machine Learning Jobs

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Fixed-Price - Expert ($$$) - Est. Budget: $100 - Posted
This project is to write out a proposal and document how you would build a system to continuously learn and enrich data related to job listings. To be clear, we are looking for a detailed proposal and plan along with an estimated cost or proposed project cost. We will review the proposal of several people that we invite to this posting and then based on the proposal build out the actual project to execute on their plan. As you read through the rest of this, please feel free to message me on Upwork or on Skype. My skype address is amurphy59. Specifically, we want to understand the recommended infrastructure and software (i.e. AWS EMR with Hadoop & R) necessary to execute a project that will deliver on the following project concept. We also would like to know what the development process is that you will follow Our business is an online job search and recruiting service existing in many countries around the world. Today, we have 110,000 active jobs, and over 500,000 total jobs (including those that have expired) to analyze from the past 90 days. On most days, there are about 10,000 to 20,000 new jobs added into our system. We are in the process of adding more and more jobs everyday. We expect the system when fully built out to have about 10,000,000 active jobs. These jobs are often listed with a combination of attributes about the job in the advertised title. Attributes include the skills, compensation, the name of the company, and then the actual profession title itself. Each company that lists a job opening will often use their own category taxonomy. In an ideal world, companies would adhere to a specific taxonomy, use normalized job titles, and list out skills from a specific skills catalog, but that doesn't happen. The desired outcome of this system is to be able to create structure from these jobs listings, to enrich the data and identify the attributes about each listing at the point in time when the job comes into our system. To be able to take the learnings about past job listings and apply them to new ones. Here are some examples of the desired output for each job record: - A common profession title - Information about the skills necessary for the job - Information about the company - Information about the benefits of the company - Information about the requirements of the job itself Each of the attributes above will be used to create a better description about the job listings when presented to job seekers. Follow on projects will be set up to determine a similar set of attributes about the worker execute similar logic with respect to resumes, and ultimately to make recommendations for both companies posting jobs and users posting resumes of where there is a great match. In your response to this posting, please include the following: 1. Your proposed price. (Note, I have put a budget of $100 for this, but if you require more time and or a higher price, please include why in your response) 2. A min of two example projects using NLP / Machine Learning that you have participated in. 3. Your preferred software languages. 4. What you expect to produce in this write up in terms of work product. Again, please let me know if you have any questions about this project either through Upwork messages or on Skype: amurphy59
Skills: Machine learning Hadoop Natural language processing R
Fixed-Price - Expert ($$$) - Est. Budget: $1,200 - Posted
We are looking for a web/app developer to develop a user friendly and content-based Mobile Application that allow users to view and map events taking place within a selected country in selected dates. It is assumed that the App will leverage from Google maps. In this initial development phase, the events to be mapped are food festivals. In future stages, and once the App will be live and sound it will also map other events such as antiques markets, handicraft/ flea markets, local markets, UNESCO villages. The app will be available in multiple languages. (English, Spanish, Italian). We would also suggestions to where and how collect data from. The app would need to be built in both IOs and Android and or progressive web app. ( we need advise on this last piece).
Skills: Machine learning Android HTML5 iOS Development
Fixed-Price - Intermediate ($$) - Est. Budget: $500 - Posted
ooking for experienced quantitative Analysis with experience in the capital markets. Must be experience with Machine Learning. I have two projects. The first project is about forecasting future assets volatility via Machine learning algorithms. The second is to forecast the probability of change in prices for short term periods of different assets. I work as the risk manager of a binary option company. I think that this projects are a good opportunity for an expert to gain experience in this filed and learn a lot of new things.
Skills: Machine learning Artificial Neural Networks Data Science MATLAB
Hourly - Expert ($$$) - Est. Time: More than 6 months, 10-30 hrs/week - Posted
Data Scientist with background in Digital Marketing. You will be a part of the data science and analytics services You will develop solutions for marketing my clients marketing challenges. You will be responsible for providing customer Insight Analysis and automating processes via statistical Modelling. You will be assessing trends, creating predictive and segmentation models, manipulate large and complex data set and building statistical models using a variety of techniques. Role: • Translating complex business problems and applying advanced modelling methodologies • Uncover actionable insights that drive my client’s data strategy • Present analytical insights • Design, create, implement and manage client measurement and Key Performance Indicator (KPI) reports • Use customer data to measure multi-channel marketing performance • Create single customer views from a client’s disparate data sets • Undertake data audits on the quality, consistency, relevance and accuracy of a client’s data • Provide insight through the design and delivery of insightful, actionable analytic solutions. • Measure multichannel programs based on development of targeting and testing strategies utilising client databases and/or compiled data marts. • Undertake exploratory data analysis on client data sets Background: • Marketing analytics • Digital analytics • Social media research • Data Visualization tools ( • Numerate degree e.g. Statistics, Mathematics, Computer Science, Physics or Operational Research • Programming tools • Statistical Models (logistic regression, clustering, CHAID)
Skills: Machine learning Data Analytics Data mining Data Modeling
Fixed-Price - Expert ($$$) - Est. Budget: $100 - Posted
Hello, The project will be set for $100, however this will likely change upon discussion with the freelancer. We're simply not yet too sure on the value of the project. We're looking to get an Adwords / Bing predictive bidding algorithm developed for search PPC ads. We developed a platform that allows us to generate up to 4,000,000 highly relevant ads, and now it's time that we begin looking into the idea of writing code that'll allow us to properly manage/predict bids for all these short/long tail keywords/ads. We're looking for a candidate that has experience in building out such algorithms. Compensation will be negotiated based on the value the candidate can bring to the table. The more experience, the better. Please submit your experience, knowledge and confidence in being able to develop such algorithm in your cover letter.
Skills: Machine learning Bing Ads Data Science Google AdWords
Hourly - Intermediate ($$) - Est. Time: 1 to 3 months, 10-30 hrs/week - Posted
Hi, We are starting a project leveraging advanced analytics, machin learning and scraping multiple data sources. We are looking to build an innovative inventory management system for our clients. We are looking for a passionate individual with experience in Data mining and predictive analytic. Machin Learning is a plus. We are open with the language and architecture used. This initial project could lead to much more work in a near future. We want to build a solid work relationship with our partners. If this seems interesting to you. Feel free contact us. Thanks, Florent
Skills: Machine learning Data mining Data Modeling Data Science
Fixed-Price - Intermediate ($$) - Est. Budget: $500 - Posted
Hi, I need some kick to my ass.. power boost to the next level. Maybe you can help there!... and be a part of that process and develop your skills at same time and with same attitude. I'm proposing a joint venture to develop a good framework and some example strategies and tools with machine learning for NinjaTrader 8 platform. So some kind of partnership model to develop those together and run some tests and share the results and utilize those later together or separate based to our future ideas. That's just some thoughts at this point and I hope that you have some inspirational ideas as well. What's your first idea based so far regarding this? If you have a good knowledge of AI machine learning, possible info from neuronetworks, good programming skills (python), fluent English or at least the level we can understand each other (no idea if you can understand me). Ideas to utilize machine learning at trading, how? I can bring info from NinjaTrader (partner for them), lot of custom indicators, deep info from trading with automated strategies / indicators, live trading for several years/decade. Solid programming skills even at theoretical level (C# ...). I do not have so much marketing skills though, so probably someone from that side should be needed as well if this is going to be marketed for wider audience later on!? If you like to know something more about me, check: AI startup again: (Yes, I know that I should renew totally website, so old fashioned... maybe that's the next project after this) Be free to ask more info about me or/and introduce yourself here or send me a direct mail to my address (can be found from the links). I'm available at next week. Time frame to start would be this autumn. This can be a part time task, but expect to use some time during several days at every week to get it ready in time although the learning curve does not stop there. FYI: I'm full--time algorithmic day trader with customers at pvoodoo indicators/strategies and custom programming but I could take some time off from those custom projects (too much anyway) and set some focus to this now. There is only win - win here. Same as trading: You newer lose, you either win or learn something new (although that can be expensive). I'm waiting info and proposals from you. Kind Regards Marko Rantala / PVoodoo
Skills: Machine learning C# MATLAB NinjaTrader