EPAM Systems

Lead Machine Learning Engineer (MLOps, DS)

Job description


Description

We are looking for a Lead MLE with MLOPs and Data Science experience to interface with stakeholders from Business and DS teams to drive platform development.

SEE YOURSELF IN THIS ROLE

You’ll be responsible for supporting the team with developing an MLOps platform to automate the Machine learning model development and deployment, including reusable feature engineering components.

The featureOps component of the platform uses Azure Databricks, Azure Data Factory and Azure DevOps to develop a CI/CD pipeline that will feed the Databricks Feature Store. The generated features will be used for ML model development in Model Lab.

What You’ll Do

  • Build features and capabilities useful in Data Science (CI/CD flows, model monitoring, LLM capabilities)
  • Support data science use cases. Scope needs and problems based on platform capabilities and help with triaging CTC data science as a service work
  • Develop features and platform capabilities (Spark conversion, feature store, monitoring)

What You Have

  • 5+ years of experience as a Machine Learning Engineer
  • Leadership experience, ideally in a client-facing role
  • PySpark
  • Strong Data Science core skills
  • Azure ML

Nice to have

  • MLflow
  • Azure Kubernetes Services
  • Azure Data Factory
  • Azure Databricks
  • ML model deployment
  • Docker

We Offer

  • We gather like-minded people:
    • Friendly team and enjoyable working environment
    • Engineering community of industry’s professionals
    • Chance to work abroad for up to 60 days annually
    • Relocation within our 50+ offices

  • 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, O’Reilly, Cloud Guru
    • Language classes on English and Polish for foreigners

  • We cover it all:
    • Stable income (Employment Contract or B2B)
    • Regular assessments and salary reviews
    • Participation in the Employee Stock Purchase Plan
    • Referral bonuses
    • Benefits package (health insurance, multisport, shopping vouchers)
    • Corporate and social events

  • We may contact chosen candidates only

About EPAM

  • 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

Why EPAM Apply

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