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We are Data Revenue (datarevenue.com) a machine learning consultancy looking for another experienced Python Engineer with a passion for machine learning. We are 3 machine learning engineers and few freelancers, working out of Berlin and Krakow. Over the last 2 1/2 years we worked on some great projects in Web, Finance, Energy and Medical.
18 жовтня 2017

Machine Learning Engineer (вакансія неактивна)

віддалено $1500–2600

Необхідні навички

— You’ve worked on production Python codebases in a team before
— You are very experienced with processing data in Python (numpy, pandas)
— You are excited about machine learning, and have experience with the basic concepts (University courses, Kaggle and side projects count)
— You are good at asking the right questions and coming up with your solutions, and great at working independently
— You enjoy working the whole stack: From researching, data analysis, data preparation, algorithm tuning, to testing and deployment.

Буде плюсом

— Experience with deploying and packaging high performance python applications which have many C/++ dependencies
— Kubernetes and/or Docker experience
— Experience with providing Infrastructure to ETL systems
— In-depth understanding of UNIX/Linux system internals and TCP/IP networking
— Well-versed in scripting (Bash/Python) and infrastructure automation
— Continuous Integration and Continuous Deployment experience

Пропонуємо

— Work on production machine learning systems for large companies with huge data (think training XGBoost on 200TB)
— Cutting edge tools and machine learning challenges — You’ll have a chance to build production applications with RNNs, LSTMs and XGBoost
— Projects are based on reusable frameworks, not one-off code
— Free choice over working time and place — 4hours of overlap would be nice
— A lot of responsibility — You will have your own project, with guidance from our CTO
— Developers are running the company — We don’t have “business people”
— Fair pay and treatment

Обов’язки

— Full responsibility for one of our projects:
— Researching and defining the approach to the problem
— Preliminary data analysis and report
— Building ETL Pipelines in Python (Pandas & Dask)
— Trying and tuning the algorithms (including training dataset creation and cross-validation)
— Packaging, deploying and scaling the solution
Our CEO and CTO will always support you in the project management, but you will own the technical side of a project.

Про проєкт

Projects we are currently working on:
— Demand & price prediction in the energy market
— Object recognition in Satellite images
— Video Recommendation System for a large Video on Deman Platform
— Identifying Genome Defects
— Predictive Targeting & Churn Modelling

Гарячі Python вакансії

Всі Python вакансії