Lead Machine Learning Engineer Georgia or Remote
Lead Machine Learning Engineer Description
Job #: 86074Description
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.
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.)
What You Have
- 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)
Nice to have
- 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)
We offer
- Outstanding career development opportunities with a transparent roadmap to accelerate your journey
- Knowledge sharing within the community of 61,300+ 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
- Competitive compensation, regular assessments, and salary reviews
- Participation in the Employee Stock Purchase Plan
- Flexible working schedule
- Friendly team and enjoyable working environment
- Relocation opportunities within our offices in 50+ countries
- Social package – medical & family care
- Five trust days a year (sick leave without a medical certificate)
About EPAM
- EPAM Georgia is a team of innovators united by a passion for technology. The dynamic and inclusive culture we embrace helps positively impact our communities, customers, and employees. Here you will collaborate with multi-national teams, contribute to numerous cutting-edge projects, deliver the most creative solutions, and have an opportunity to learn. Our people are at the heart of our success, and we are proud to provide talents with a solid ground to develop and grow
