Lead ML Ops Developer

Added
16 days ago
Type
Contract
Salary
Salary not provided

Related skills

terraform aws python ci/cd git
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๐Ÿ“‹ Description

  • Lead MLOps Developer to own design and delivery of a production-grade ML platform on AWS.
  • Design and maintain a production MLOps platform on AWS SageMaker.
  • Migrate 12-model production suite to SageMaker; parity testing and sign-off.
  • Build CI/CD pipelines for automated model promotion across environments.
  • Define IAM least-privilege policies, KMS, and VPC/PrivateLink controls.
  • Create golden templates for MLOps patterns for self-serve from.

๐ŸŽฏ Requirements

  • AWS SageMaker (Studio/Training/Pipelines/Endpoints) expert.
  • AWS IAM: least-privilege policies from scratch.
  • Amazon S3: lifecycle, encryption, and bucket policies.
  • AWS KMS: key management in ML contexts.
  • CI/CD tooling (CodePipeline/CodeBuild or equivalents) for models.
  • Python / PySpark: production-quality code.

๐ŸŽ Benefits

  • Flexible hybrid and remote options.
  • Offices in Edinburgh, Leeds, Manchester, London and Bulgaria.
  • Supportive culture with growth opportunities.
  • Occasional travel to client sites or CreateFuture offices as needed.
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