Job Description


Ampcus Inc. is a certified global provider of a broad range of Technology and Business consulting services. We are in search of a highly motivated candidate to join our talented Team.
 

Job Title: Machine Learning Engineer

Location(s): Pleasanton, CA.





Key Responsibilities:

  • Design, build, and maintain end-to-end MLOps pipelines for data prep, training, validation, packaging, and deployment.
  • Develop FastAPI microservices for model inference with clear API contracts, versioning, and documentation.
  • Define and implement deployment strategies on AKS (blue/green, canary, shadow; champion/challenger) using GitOps with Argo CD.
  • Architect and evolve a self-serve MLOps platform (standards, templates, CLI/scaffolds) enabling repeatable, secure model delivery.
  • Operationalize scikit-learn and other frameworks (, PyTorch, XGBoost) for low-latency, scalable serving.
  • Implement...

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