Overview

We are seeking a Senior DevOps Engineer to support the development and scaling of our medical image analysis tools, focusing on creating compliant machine learning products. This role offers the opportunity to drive innovation in internal ML tooling while ensuring robust and efficient deployment practices.

Responsibilities

  • Design and implement internal ML tools to add features, fix bugs, raise test coverage and enhance documentation
  • Deploy and maintain complex data pipelines for large image analysis workflows
  • Evaluate and integrate cloud computing platforms in collaboration with IT and development teams
  • Define workflows, evaluate tooling and infrastructure and assist users in test scenarios
  • Ensure compliance for processes and developed tools

Requirements

  • 3+ years of experience as DevOps or in a similar role
  • Expertise in building ML systems with frameworks like PyTorch, TensorFlow or JAX
  • Competency in developing training data processing pipelines for image data
  • Proficiency in MLOps lifecycles including model training, validation, deployment and quality monitoring
  • Knowledge of Python for high-performing, modern and well-documented code with strong unit-testing
  • Familiarity with Linux environments, Git-based workflows, GitHub Actions, containerization tools like Docker and Kubernetes orchestration
  • Skills in MLOps platforms like W&B, MLFlow and deep learning tools including PyTorch Lightning

Nice to have

  • Understanding of TypeScript, Node.js or JavaScript
  • Background in processing platforms such as Argo Workflows or Kubeflow
  • Expertise in computer vision problems including OpenCV
  • Familiarity with distributed microservice architectures
  • Capability to work with cloud infrastructure particularly AWS

Latvia (Prod)

  • Engineering Heritage: Best-in-class experts sharing a culture of engineering excellence and tackling complex engineering challenges for over 30 years.
  • Advanced Tech Stack: Innovative projects where you can apply or enhance your expertise in Cloud, Data, AI, and other emerging technologies.
  • World-Class Clients: Work closely with 340+ of the Forbes Global 2000 on creating disruptive solutions that make a global impact.
  • Professional Growth: Exceptional support for career development with comprehensive resources for upskilling or reskilling in pioneering practices.
  • GenAI Community: Strong AI competencies with 600+ experts across 55+ locations driving GenAI-enabled transformation journeys.
  • Entrepreneurial Culture: If you're passionate and dedicated to improving business transformation, we provide the support you need to bring your ideas to life.
  • Hybrid Setup: The flexibility to work from any location in Latvia, whether it's your home or our office in Riga.
  • Other Benefits: Additional vacation and trust days, private health insurance, Employee Stock Purchase Plan and more.

[epamgdo] Latvia (Remote)

Feel free to work remotely from anywhere across Latvia or connect with colleagues at our Riga office.

[epamgdo] Latvia (Salary)

Salary range €4K-€6.3K gross, based on your experience and interview results.

[epamgdo] Latvia (About EPAM)

EPAM is a leading global provider of digital platform engineering and development services. For over 30 years, our team has helped leading brands navigate the waves of digital transformation, building solutions that help them stay competitive through constant market disruption.With offices in 55+ countries, EPAM has grown in Latvia to over 150+ talented innovators in 4 years. We foster creativity and unconventional ways of doing things, welcoming like-minded professionals to join us.