Сучасна диджитал-освіта для дітей — безоплатне заняття в GoITeens ×
DataRobot is a Boston-based tech company with offices all around the globe in the US, EMEA and APAC.
31 січня 2020

Senior Machine Learning Engineer, Core Modeling (вакансія неактивна)

Київ, Львів, Хмельницький

Необхідні навички

Recommended background: 5+ years of combined Python engineering and machine learning experience
Experience writing maintainable, testable, production-grade Python code
Understanding of different machine learning algorithm families and their tradeoffs (linear, tree-based, kernel-based, neural networks, unsupervised algorithms, etc.)
Good command of scientific Python toolkit (numpy, scipy, pandas, scikit-learn)
Understanding of time, RAM, and I/O scalability aspects of data science applications (e.g. CPU and GPU acceleration, operations on sparse arrays, model serialization and caching)
Software design and peer code review skills
Experience with automated testing and test-driven development in Python
Experience with Git + GitHub
Comfortable with Linux-based operating systems

Буде плюсом

Experience with large-scale machine learning (100GB+ datasets)
Experience with deep learning libraries and frameworks (TensorFlow, Keras, PyTorch etc.)
Competitive machine learning experience (e.g. Kaggle)
Previous experience of deploying and maintaining machine learning models in production

Пропонуємо

As a Machine Learning Engineer on our Core Modeling team, you will work on DataRobot’s machine learning platform and actively contribute to the development of our state-of-the-art preprocessing and modeling capabilities.
Core Modeling owns the entire data science backend for DataRobot, and is responsible for making sure our models and modeling automation are the best in the world.
DataRobot is based around delivering best-in-class AI solutions, and this position provides the opportunity to build the key machine learning components of our system.

Обов’язки

1. Automate machine learning processes
2. Design and build machine learning models for accuracy and scalability
3. Integrate machine learning algorithms with other applications and services

We are looking for talented people with excellent engineering skills and deep knowledge of Machine Learning who can analyze problems, develop innovative solutions, and implement them for real-world use on top of our platform.

Про проєкт

DataRobot Engineering is a hard-working, fast-moving, fun-loving team of developers who put product before pride. Whether we are working to make our user experience more intuitive or helping to solve some of the most complex business problems through better data modeling, we do so alongside people that we respect and admire. Ours is a supportive team that adapts quickly to new requests and works hard to make sure that everyone succeeds together.

Гарячі вакансії

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