Senior Machine Learning Platform Engineer

FieldAI

Irvine, CA, United States
On-site
Ml platform infrastructure
Model hosting and training
Data systems and observability
FieldAI is seeking a Senior Machine Learning Platform Engineer to join their Irvine, CA team, where they develop advanced AI systems for robotics that tackle real-world challenges. The role involves design and operation of large-scale ML platforms, ensuring smooth transitions from research to production while mentoring junior engineers

Job Summary

  • As part of the Insight Team our mission is to transform this raw, multimodal data into actionable insights that empower our customers and engineers to deliver value.
  • As a Senior Machine Learning Platform Engineer, you will own the infrastructure that powers FiFM, from model hosting and distributed training pipelines to data systems, observability, and security.
  • In addition to building core infrastructure, you’ll play a leadership role by mentoring junior engineers, setting technical direction, and raising the engineering bar across the team.

Matching Summary

Match Score: 85

FieldAI is seeking a Senior Machine Learning Platform Engineer to join their Irvine, CA team, where they develop advanced AI systems for robotics that tackle real-world challenges. The role involves design and operation of large-scale ML platforms, ensuring smooth transitions from research to production while mentoring junior engineers.

Skills & Requirements

Must-have

  • ML platform infrastructure
  • model hosting and training
  • data systems and observability
  • cloud and edge optimization
  • risk-aware AI systems

Nice-to-have

  • mentoring junior engineers
  • setting technical direction
  • raising engineering bar

Key Requirements

  • Senior level experience
  • Systems engineering and ML intersection
  • Experience with large-scale ML platforms

Work Rights

Not specified

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