Senior Machine Learning Engineer (offline)

Team:
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.

Requirements:
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

Good to have:
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

You will:
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.

Company:
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.

About Modern Resourcing

Whether you're a five-person startup or a 5,000 employee organization, Modern Resourcing offers flexible, on-demand solutions for your critical needs.
We're not just a staffing firm; we offer Talent Advisory Services to startups who need it most.
From executive, retained, and contingent search to full recruiting process design, implementation, and support - we will guide you through every step of acquiring exceptional talent for your growing organization.

We offer:
* Competitive salary based on experience level
* Professional growth, support, and mentorship
* Flexible working schedule + 100% remote work
* Unlimited paid time off
* No bureaucracy and micromanagement
* Fun and friendly team of professionals

Company website:
https://www.modernresourcing.com/