Senior Machine Learning Engineer (AWS)

We are looking for a Senior Machine Learning Engineer to join our ModelOps & Automated Controls team.

This role involves architecting and enhancing machine learning model deployment pipelines using AWS services, guiding internal clients on product adoption, and resolving operational issues. You will play a key role in enabling efficient deployment processes for data scientists across the organization while ensuring compliance through automation.

Responsibilities

• Enhance and architect new functionalities for the Model deployment pipeline

• Ensure automation of controls and compliance within the deployment processes

• Collaborate with data scientists to facilitate seamless integration of ML models into the pipeline

• Troubleshoot and resolve issues related to model deployment and operational workflows

• Provide guidance and support to internal stakeholders on leveraging deployment tools

• Maintain high-quality documentation for tools and processes for internal adoption

• Work cross-functionally to align deployment pipelines with organizational goals and requirements

Requirements

• 3+ years of experience with Python for development and scripting

• 3+ years of expertise in AWS Cloud services, including Lambda, S3, and Step Functions

• Proficiency in AWS Cloud ML tools, particularly SageMaker

• Strong understanding of architecture and best practices for deploying machine learning models at scale

• Strong written and verbal English communication skills (B2+)

We offer

• We gather like-minded people:

  • Engineering community of industry professionals

  • Friendly team and enjoyable working environment

  • Flexible schedule and opportunity to work remotely within Poland

  • Chance to work abroad for up to 60 days annually

  • Business-driven relocation opportunities

• We provide growth opportunities:

  • Outstanding career roadmap

  • Leadership development, career advising, soft skills, and well-being programs

  • Certification (GCP, Azure, AWS)

  • Unlimited access to LinkedIn Learning, Get Abstract, Cloud Guru

  • English classes

• We cover it all:

  • Stable income (Employment Contract or B2B)

  • Participation in the Employee Stock Purchase Plan

  • Benefits package (health insurance, multisport, shopping vouchers)

  • Strategically located offices featuring entertainment and relaxation zones, table tennis and football, free snacks, fantastic coffee, and more

  • Referral bonuses

  • Corporate, social and well-being events

• Please, note:

  • The set of bonuses might vary based on the role you apply for – specifics will be discussed with our recruiter during the general interview

  • We will reach out to selected candidates exclusively

EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on 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 continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.