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Thinking Machines Lab

Site Reliability Engineer Post Training

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Description

You will own the reliability, performance, and uptime of large-scale post-training and reinforcement-learning jobs. You will support active model runs, debug full-stack failures, build monitoring and recovery automation, improve checkpointing and scheduling, reduce operational toil, join on-call rotations, and write postmortems.

Responsibilities

  • Own reliability, performance, and uptime for large-scale post-training and reinforcement-learning jobs
  • Partner with research teams during active model runs
  • Debug failures across accelerators, networking, storage, schedulers, and training frameworks
  • Build monitoring, alerting, and automated recovery
  • Improve checkpointing, fault tolerance, and job scheduling
  • Build internal tools that reduce toil and improve cluster utilization
  • Participate in an on-call rotation
  • Write postmortems and implement permanent fixes for recurring failures

Requirements

  • 4+ years of experience as a production engineer, site reliability engineer, or infrastructure engineer operating large-scale distributed systems in production
  • Experience debugging complex distributed-system failures
  • Software engineering skills in Python, Go, or C++
  • Knowledge of Linux systems internals and networking fundamentals
  • Experience owning production systems and participating in on-call rotations

Benefits

  • Visa sponsorship
  • Health benefits
  • Dental benefits
  • Vision benefits
  • Unlimited PTO
  • Paid parental leave
  • Relocation support

Skills

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