Lead Machine Learning Engineer

We are looking for a Lead Machine Learning Engineer who will design ML models with continuous training and build frameworks for data scientists. Apply for the vacancy if you are highly competent in creating and deploying production applications and data pipelines.

#LI-IRINABENKO

What You'll Do

• Manage the transition of machine learning algorithms to the production environment and integration with the enterprise ecosystem
• Design, maintain, and optimize the complete end-to-end machine learning life cycle
• Design specifications, documentation and user guides
• Contribute to the improvement of SDLC practices, establish and configure CI/CD/CT processes
• Provide capabilities for early detection of various drifts (data, concept, schema, etc.)

• 5+ years of experience in enterprise software development
• 3+ years of background in Machine Learning
• Qualifications in designing, building and deploying production applications and data pipelines
• Competency in the development of highly available, largely scalable, ML-driven applications and systems
• Hands-on expertise in the implementation of SDLC best practices
• Knowledge of Python development
• Familiarity with Cloud-native services (GCP, AWS, Azure) and Apache Spark Ecosystem (Spark SQL, MLlib/Spark ML)

• Expertise in MLOps-related platforms/technologies
• Production experience in integrating ML models into complex data-driven systems/IoT devices/mobile devices
• Competency in basic software engineering tools (CI/CD environments such as Jenkins or BuildKit, PyPI, Docker, Kubernetes)

• Competitive compensation depending on experience and skills
• The individual career path
• Social package
• English classes with certified English teachers
• Unlimited access to LinkedIn learning solutions
• Flexible work hours

• EPAM is a leading global provider of digital platform engineering and development services. We are committed to positively impacting our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to learn and grow continuously. You will join a dedicated, creative, and diverse community that will help you discover your fullest potential. EPAM is committed to providing our global team of 60,000+ EPAMers with inspiring careers. EPAMers lead with passion and honesty and think creatively. Our people are the source of our success, and we value collaboration, try always to understand our customers' business, and strive for the highest standards of excellence