Machine Learning Engineering Manager, Model Delivery

Autodesk

San Francisco, California, USA
Base: $148,500 - $266,200; bonus/equity: annual ca...
Hybrid
Production ml systems leadership
Ml model deployment and monitoring
Ci/cd for ml services
Lead and grow a team of ML engineers focused on production ML systems, driving operational excellence for ML-powered features

Job Summary

  • Lead and grow a team of ML engineers focused on production ML systems, driving operational excellence for ML-powered features.
  • Build and operate observability and on-call practices for ML features, including monitoring, alerting, dashboards, and incident response.
  • Partner with researchers, product, and platform teams to define quality bars and production readiness, establishing and evolving production standards and governance.

Matching Summary

Lead and grow a team of ML engineers focused on production ML systems, driving operational excellence for ML-powered features.

Salary

Base: $148,500 - $266,200; Bonus/Equity: Annual cash bonuses, stock grants; Benefits: Comprehensive benefits package

Skills & Requirements

Must-have

  • Production ML systems leadership
  • ML model deployment and monitoring
  • CI/CD for ML services
  • ML observability and incident response
  • Scalable ML evaluation frameworks
  • Cloud infrastructure experience

Nice-to-have

  • Generative AI systems experience
  • 3D data experience
  • Familiarity with AEC workflows

Key Requirements

  • BS/MS in CS/Engineering or equivalent experience
  • Experience building and operating production ML systems
  • People leadership or strong technical leadership experience
  • Cloud infrastructure and production observability experience
  • CI/CD and reproducible deployment experience

Work Rights

Not specified

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