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Senior Machine Learning Engineer
EPAM Systems
Remote · UkraineSalary not disclosedfull-timeEPAM Systems Careers (remote abroad)
We are seeking a highly skilled and experienced Senior Machine Learning Engineer to drive the development, deployment, and monitoring of cutting-edge machine learning solutions in a scalable cloud environment. You will collaborate with a cross-functional team to deliver end-to-end ML pipelines, ensure high-quality model performance, and implement robust monitoring for production systems.
Responsibilities
- Reproduce training environments with pinned dependencies and seeds, rebuild feature and label pipelines, and register models
- Deploy SageMaker endpoints and batch jobs with autoscaling, execute shadow/canary strategies, and define rollback protocols
- Set up ML experiments, Model Registry, and Feature Stores, integrating them into CI/CD workflows
- Implement Model
- Monitor for drift and performance tracking, configure alerting mechanisms, and create comprehensive runbooks
- Optimize pipelines for reliable model serving, ensuring low latency, high quality, and rollback readiness during hypercare
- Collaborate with data engineers to build scalable data pipelines on S3/Snowflake for training and inference workflows
Languages
- Work format
- Remote
- Seniority
- Senior
- Posted
- 29 Sept 2026
- Last verified
- In the last 5 days
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