Position: ML Engineer
Company: Provectus
Category: Data Science
Experience required: 3y
English level: intermediate
Published: 2022-10-01T00:00:00+03:00

At Provectus, we are obsessed with technologies that impact the future of the whole of humanity. Just imagine: AI for curing eye diseases, ML for making factories safe for workers, preventing pandemic spreading, etc. It’s not about the future, it’s about the products we’ve already developed with #ProvectusTeam.

**Requirements:**
— Comfortable with standard ML algorithms and underlying math;
— Practical experience with solving classification and regression tasks in general, feature engineering;
— Practical experience with ML models in production;
— Practical experience with one or more use cases from the following: NLP, Computer Vision, Forecasting, Recommendation engines;
— Solid software engineering skills (i.e., ability to produce well-structured modules, not only notebook scripts);
— Python expertise, Docker;
— English level — strong intermediate.

**Will be a plus:**
— Practical experience with cloud platforms (AWS stack is preferred, e.g. Amazon SageMaker, ECR, EMR, S3, AWS Lambda);
— Practical experience with deep learning models;
— Practical experience with machine learning pipelines to orchestrate complicated workflows;
— Practical experience with Spark/Dask, Great Expectations.

**Responsibilities:**
— Create ML models from scratch or improve existing models;
— Collaborate with the engineering team, data scientists, and product managers to production models;
— Develop experimentation roadmap;
— Set up a reproducible experimentation environment and implement experimentation pipelines.

**We offer** attractive professional and educational opportunities, fun colleagues who make every online and offline event a treat.Find out more about our company: careers.provectus.com