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Data & MLOps Engineer

EngineeringBengaluru, INFull-time

Own the pipelines that keep on-premise models current — versioning, monitoring, drift detection, and one-command rollback — where the data lives and has to stay.

Most MLOps tooling assumes a public cloud and a managed control plane. Our clients often cannot use either. You will build the same discipline — reproducible training, versioned models, automated rollback — without a dependency on infrastructure the client does not control.

What you will do

  • Build and operate training and deployment pipelines that run inside client infrastructure.
  • Version every model with its training data so any deployed version can be reproduced and explained.
  • Instrument drift and quality monitoring against evaluation sets that reflect real, costly use cases.
  • Keep rollback one command away so a regression is an inconvenience, not an incident.

What we are looking for

  • 3+ years in data engineering or MLOps, with pipelines you have run in production.
  • Fluency with containerization, CI/CD, and reproducible ML workflows.
  • Comfort operating without managed cloud conveniences when a client requires on-premise.
  • A quality-gate mindset: you define what shippable means before the first model run.

TMLC is an equal-opportunity employer. We evaluate applicants without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, disability, age, or veteran status. We are committed to an accessible hiring process — if you need an accommodation, tell us and we will arrange it.

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