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AI MLOps Automation Engineer

Gravex Cloud

Remote · Under $60k / year · Freelance · Posted 1 month ago

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About the role

We already have solid model registry and feature store infrastructure. What's missing is the automation that promotes a model from the registry into a serving environment without an engineer manually running the same six commands every time. You'll build a lightweight automation script suite on top of our existing MLflow registry that handles packaging, validation, and promotion to our Azure-hosted serving layer. This freelance engagement is scoped to a specific automation milestone, ideal if you want focused, well-defined project work rather than an open-ended commitment.

Responsibilities

  • Automate model promotion from registry to serving environment
  • Add validation checks before automated promotion steps
  • Package automation scripts for the MLOps team to maintain
  • Document the automated promotion workflow

Requirements

  • 1+ year of experience with MLflow or similar model registries
  • Basic familiarity with Docker and Kubernetes
  • Some exposure to Azure cloud environments
  • Comfortable with a scoped freelance project

Benefits

  • Flexible freelance schedule
  • Fully remote
  • Clearly scoped project with fixed deliverables
  • Potential for future freelance work

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Job Type

Freelance

Level

Junior

Language

English

Salary Range

Under $60k / year

AI Expertise

Automation & AI Workflows MLOps & AI Infrastructure

Skills

python docker kubernetes mlflow azure

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