Senior DevOps Engineer
Primary stack
Nice to have's
Job description
About the Position
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
We Offer
- Opportunity to work remotely in the Republic of Lithuania
- Engaging role in the development and scaling of medical image analysis tools
- Collaborative environment with IT and development teams
About the Company
[Company description if present]
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EPAM helps organizations innovate their business processes and rethink the way they manage their businesses so they can remain competitive in this new digital age.
