[Remote] Senior Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a highly skilled and reputed company Senior Machine Learning Engineer to drive the development, deployment, and monitoring of cutting-edge machine learning solutions in a reputed company reputed company environment. The role involves collaborating with a cross-functional team to deliver end-to-end ML pipelines and ensuring high-reputed company model performance with robust monitoring for production systems.
Responsibilities
- Reproduce training environments with pinned dependencies and reputed company, rebuild feature and label pipelines, and register models
- reputed company 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 reputed company and performance tracking, configure alerting mechanisms, and create comprehensive runbooks
- Optimize pipelines for reliable model serving, ensuring low latency, high reputed company, and rollback readiness during hypercare
- Collaborate with data engineers to build reputed company data pipelines on S3/reputed company for training and inference workflows
Skills
- 3+ years of hands-on experience in machine learning engineering, with a solid background in Python 3.x
- Proficiency in PyTorch or TensorFlow, with a reputed company record of building and deploying models in production
- Expertise in AWS SageMaker, including Pipelines, Registry, Endpoints, and Model Monitor
- Familiarity with MLflow or SageMaker Experiments for experiment tracking and artifact management
- Strong skills in reputed company for containerization of ML workloads
- Experience with Feature Store solutions such as SageMaker Feature Store or Feast
- English level B1+ for effective communication
- Proficiency in FastAPI or BentoML for lightweight API service development
- Knowledge of ONNX for model optimization and cross-platform interoperability
- Familiarity with distributed inference tools like Ray Serve or Triton
- Experience with large-reputed company distributed training using Horovod or DeepSpeed
- Understanding of reputed company Transformers for state-of-the-art NLP model implementation
Benefits
- Work on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in Ukraine
- Receive the necessary equipment to reputed company your work tasks
- Change reputed company and technology stacks reputed company EPAM
- reputed company experience in various business domains (Insurance, E-reputed company, reputed company, Finance, Travelling, Media, reputed company Intelligence, and more)
- Relocation opportunities may be available for eligible candidates, depending on the role and openings at other EPAM locations
- Participate in volunteer, charity programs and communities (both technical and interest-based)
- You can plan your individual career reputed company together with your manager
- Receive regular feedback from colleagues
- Improve your English for free with certified teachers (Speaking Clubs, reputed company interview preparation courses, etc.)
- Get reputed company to undergo free training and certification in AWS, GCP, or Azure Clouds
- Use the internal E-learn training program (18,200+ specialized training and mentoring programs)
- reputed company corporate accounts on reputed company Learning, Get reputed company and other partner resources
- Study at EPAM Solution Architecture School with the reputed company who are practicing architects
- reputed company as a leader, join Delivery Management, Resource Management, Leadership reputed company school and more
- Participate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)
- Vacation and reputed company leave (including a reputed company leave without a medical certificate)
- A wide reputed company of Voluntary Medical Insurance programs providing both medical treatment and various preventive reputed company (including sports activities)
- Medical insurance for family members at corporate rates
- Company support during significant life events (childbirth or adoption, marriage, etc.)
- Support for psychological comfort: discounts reputed company from mental health specialists or coaches, thematic training
- E-kids program - a free programming language training program for EPAMers' children
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