Staff Machine Learning Engineer, AI

Sentry Sentry · Enterprise · San Francisco, CA · Engineering

Staff Machine Learning Engineer on Sentry's AI/ML team responsible for developing models and agents to enhance product capabilities, focusing on issue triage, debugging, and predictive analytics using Sentry's dataset.

What you'd actually do

  1. Build state-of-the-art agentic AI systems to triage, debug, and solve real production issues
  2. Leverage Sentry’s novel (and massive) dataset of errors, spans, and profiles
  3. Own the development of major initiatives in the AI/ML space

Skills

Required

  • Python
  • PyTorch
  • production-grade agentic systems
  • deploying machine learning models at scale

Nice to have

  • MS/PhD degree in computer science, machine learning, or a related field
  • technical documentation
  • mentoring
  • presenting to technical audiences

What the JD emphasized

  • Demonstrated expertise building production-grade agentic systems and tools
  • writing production quality code
  • deploying machine learning models at scale in production environments
  • Proven track record of owning a system, feature, or component, leading or collaborating with multiple engineers and teams

Other signals

  • integrating AI and machine learning into our core products
  • developing the models and agents used to make our product smarter and more capable