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Senior Machine Learning Engineer AWS

4 tygodni temu

Gdańsk, Trójmiasto, Polska EPAM Systems Pełny etat

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.