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Senior MLOps Consultant - 12 Week Migration

Anya Petrov

Freelance · Senior · New_York

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About the role

We need a contractor who can come in, assess a messy but functioning ML stack, and help us move it onto more reliable infrastructure without turning the process into a six-month architecture seminar. The work is hands-on, political in small doses, and aimed at leaving the internal team in a stronger place than you found it.

Key Deliverables

List the expected deliverables for this project.

  • Audit the current training and deployment stack and identify migration priorities
  • Lead implementation of improved deployment and observability patterns
  • Work with the internal team on pragmatic documentation and handoff
  • Reduce operational risk during the migration window
  • Deliver a realistic roadmap for the next phase after the engagement

Requirements

Technical stack needed for this mission.

  • Proven MLOps consulting or senior platform experience
  • Python for automation and migration tooling
  • Kubernetes and Docker in production systems
  • AWS for infrastructure design and migration work
  • MLflow or comparable model registry experience
  • CI/CD for release process hardening

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Contract Type

Fixed-price

Level

Senior

Budget Range

$28,000 - $38,000

Duration

12 weeks

AI Expertise

MLOps & AI Infrastructure

Skills

python kubernetes aws mlflow ci/cd

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