[Remote] Senior Machine Learning Engineer

Note: The job is a remote job and is open to candidates in USA. EPAM Systems is 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. The role involves collaborating with a cross-functional team to deliver end-to-end ML pipelines and ensuring high-quality model performance with robust monitoring for production systems.ResponsibilitiesReproduce training environments with pinned dependencies and seeds, rebuild feature and label pipelines, and register modelsDeploy SageMaker endpoints and batch jobs with autoscaling, execute shadow/canary strategies, and define rollback protocolsSet up ML experiments, Model Registry, and Feature Stores, integrating them into CI/CD workflowsImplement Model Monitor for drift and performance tracking, configure alerting mechanisms, and create comprehensive runbooksOptimize pipelines for reliable model serving, ensuring low latency, high quality, and rollback readiness during hypercareCollaborate with data engineers to build scalable data pipelines on S3/Snowflake for training and inference workflowsSkills3+ years of hands-on experience in machine learning engineering, with a solid background in Python 3.xProficiency in PyTorch or TensorFlow, with a track record of building and deploying models in productionExpertise in AWS SageMaker, including Pipelines, Registry, Endpoints, and Model MonitorFamiliarity with MLflow or SageMaker Experiments for experiment tracking and artifact managementStrong skills in Docker for containerization of ML workloadsExperience with Feature Store solutions such as SageMaker Feature Store or FeastEnglish level B1+ for effective communicationProficiency in FastAPI or BentoML for lightweight API service developmentKnowledge of ONNX for model optimization and cross-platform interoperabilityFamiliarity with distributed inference tools like Ray Serve or TritonExperience with large-scale distributed training using Horovod or DeepSpeedUnderstanding of Hugging Face Transformers for state-of-the-art NLP model implementationBenefitsWork on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in UkraineReceive the necessary equipment to perform your work tasksChange projects and technology stacks within EPAMGain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Travelling, Media, Artificial Intelligence, and more)Relocation opportunities may be available for eligible candidates, depending on the role and openings at other EPAM locationsParticipate in volunteer, charity programs and communities (both technical and interest-based)You can plan your individual career path together with your managerReceive regular feedback from colleaguesImprove your English for free with certified teachers (Speaking Clubs, client interview preparation courses, etc.)Get the opportunity to undergo free training and certification in AWS, GCP, or Azure CloudsUse the internal E-learn training program (18,200+ specialized training and mentoring programs)Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resourcesStudy at EPAM Solution Architecture School with the instructors who are practicing architectsDevelop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and moreParticipate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)Vacation and sick leave (including a sick leave without a medical certificate)A wide range of Voluntary Medical Insurance programs providing both medical treatment and various preventive options (including sports activities)Medical insurance for family members at corporate ratesCompany support during significant life events (childbirth or adoption, marriage, etc.)Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic trainingE-kids program - a free programming language training program for EPAMers' childrenCompany OverviewEPAM leverages its core engineering expertise as a leading global product development and digital platform engineering services company. It was founded in 1993, and is headquartered in Newtown, Pennsylvania, USA, with a workforce of 10001+ employees. Its website is https://www.epam.com.Company H1B SponsorshipEPAM Systems has a track record of offering H1B sponsorships, with 11 in 2026, 120 in 2025, 172 in 2024, 232 in 2023, 373 in 2022, 359 in 2021, 502 in 2020. Please note that this does not guarantee sponsorship for this specific role.