Senior Machine Learning Operations Developer – AI/ML Platform

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About the role

  • MLOps Engineer ensuring operationalization of machine learning models at Autodesk. Collaborating across teams for AI/ML platform efficiency.

Responsibilities

  • Drive the operational excellence of our AI/ML Platform
  • Design and implement automated deployment pipelines
  • Collaborate with teams to maintain scalable infrastructure
  • Develop and maintain monitoring and logging systems
  • Work closely with data engineers for efficient data pipelines
  • Implement version control systems for machine learning models
  • Contribute to the governance of machine learning models
  • Enforce security best practices in MLOps
  • Identify opportunities for process automation
  • Contribute to incident response and system recovery

Requirements

  • BS or MS in Computer Science, or related field
  • 5+ years of hands-on experience in DevOps and MLOps
  • Proficiency in implementing Infrastructure as Code practices
  • Strong expertise in containerization technologies (Docker, Kubernetes)
  • Experience in setting up and managing CI/CD pipelines
  • Strong scripting skills in Python, Bash, or similar languages
  • Familiarity with monitoring and logging tools
  • Understanding of security best practices in MLOps
  • Excellent collaboration and communication skills
  • Proven ability to troubleshoot and resolve complex operational issues

Benefits

  • Annual cash bonuses
  • Comprehensive benefits package

Job type

Full Time

Experience level

Senior

Salary

Not specified

Degree requirement

Bachelor's Degree

Tech skills

DockerKubernetesPython

Location requirements

RemoteCanada

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