Machine Learning Engineer

At Provectus, we are passionate about technologies that shape the future of mankind. Consider this: AI for curing eye diseases, ML for making factories safe for workers, preventing the spread of pandemics, and more. This isn't about the future, it's about the products we're already developing with the #ProvectusTeam. Join us if you share our enthusiasm for creating products using AI/ML technologies, cloud services, and data engineering. Join us if you appreciate a welcoming corporate culture, and an approach to every employee that feels almost like family. Join us if you are eager to advance professionally and continue learning new things constantly. As an ML Engineer, you will be provided with plenty of opportunities for development and growth. Requirements: Comfortable with standard ML algorithms and the underlying maths; Practical experience with solving general classification and regression tasks, 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 (preferably AWS stack, 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 produce models; Develop an experimentation roadmap; Set up a reproducible experimentation environment and implement experimentation pipelines. About us: Provectus is an Artificial Intelligence consultancy and solutions provider that helps businesses achieve their goals through AI. Recognized by industry analysts as a leading provider of AI solutions in specific business domains, we are driven by sophisticated IT service management and technological innovation. Provectus is a value driver and a trusted partner for our clients and employees.