Senior Machine Learning Engineer Armenia or Remote
Senior Machine Learning Engineer Description
Job #: 74061DESCRIPTION
We are looking for a Senior Machine Learning Engineer who will design and implement standardized processes and technology capabilities for ML systems. If you are experienced in defining strategies and tools – we have a hire-to-train offering for you.
What You’ll Do
- Collaborate with the Data Science team and analyze their work from an ML engineering point of view
- Create a roadmap to bring ML artefacts to life
- Participate in the code review process
- Design and build reproducible ML pipeline end to end
- Analyze and communicate model performance
- Write reliable code that other software engineers can extend
- Stay up to date with current frameworks and suggest new ones
- Build a framework (coordination between teams, DevOps, Data Engineers, QA, MLE, DS)
What You Have
- Expertise in Python and its ecosystem
- Familiarity with ML, software engineering and distributed computing basics
- Background in DBMS and different data models (relational, columnar, document, etc.)
- Competency in building HTTP-based APIs for distributed systems
- Flexibility to use such machine learning tools as Pandas, Numpy, Scikit-Learn, TensorFlow, PyTorch, DeepAR, Prophet, Catboost, XGBoost, Spark, PySpark and such tasks as Time Series forecasting, Computer Vision, Recommendation Systems
Nice to have
- Understanding how web applications are created and organized
- Experience with continuous integration and development
We offer
- Outstanding career development opportunities with a transparent roadmap to accelerate your journey
- Knowledge sharing within the community of 61,600+ industry’s top professionals worldwide
- Various opportunities for self-development: hard & soft skills internal training courses, mentoring programs, and unlimited access to 8,000+ LinkedIn Learning courses
- Free English classes with certified teachers
- Relocation opportunities within our offices in 45+ countries
- Bonuses for participating in the referral program
- Friendly team, enjoyable working environment, and flexible working schedule
- Medical & family care programs, wellness & fitness programs, corporate and social events
- Participation in the Employee Stock Purchase Plan
About EPAM
- EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to numerous innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to learn and grow continuously. No matter where you are located, you will join a dedicated, creative, and diverse community to help you discover your fullest potential
