Staff Machine Learning Engineer, AI

Sentry
San Francisco
Workplace: HybridFull timeUSD 210,000 - 280,000 annuallyFunction: Data Science & Machine LearningExperience: 4-6 yearsSkills: ["Python","PyTorch","Production","Documentation","Mentoring"]

Lead development of production-grade agentic AI systems to triage, debug, and resolve real production issues within Sentry’s AI/ML team. You will leverage a massive error dataset, own major AI/ML initiatives, and collaborate with cross-functional teams to embed advanced models into core monitoring products, enabling predictive analytics and smarter issue resolution for customers worldwide.

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FursaFursa
Sentry
Sentry
1 year ago

Staff Machine Learning Engineer, AI

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 8 hours agoStatus: Live

Job Summary

Lead development of production-grade agentic AI systems to triage, debug, and resolve real production issues within Sentry’s AI/ML team. You will leverage a massive error dataset, own major AI/ML initiatives, and collaborate with cross-functional teams to embed advanced models into core monitoring products, enabling predictive analytics and smarter issue resolution for customers worldwide.
Location: San Francisco
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Build state-of-the-art agentic AI systems to triage, debug, and solve real production issues
  • •Leverage Sentry’s dataset of errors, spans, and profiles
  • •Own the development of major initiatives in the AI/ML space

Pay and Benefits

Salary: USD 210,000 - 280,000 annually
Equity and Bonus:Equity
Perks:EquityHealth Insurance

Key Requirements

  • •MS/PhD in computer science, machine learning, or related field with 4+ years of experience
  • •Bachelor’s degree with 6+ years of experience in computer science, machine learning, or related field
  • •Demonstrated expertise building production-grade agentic systems and tools
  • •Proficiency in production-quality Python code
  • •Expertise with deep learning frameworks (PyTorch) and deploying ML models at scale
Experience:4-6 yearsSaaSOpen source
Skills:PythonPyTorchProductionDocumentationMentoring
Tech Stack:PythonPyTorchProduction-gradeMachine learningDeep learning

Company Brief

Sentry
Provides an error monitoring and performance observability platform for developers, helping teams identify, triage, and resolve application issues across frontend and backend systems with real-time alerts and diagnostic context.
Industry: Developer Tools
Company Size: Large (251 to 1,000 employees)
Growth: Scaleup
Headquarters: San Francisco, United States
WebsiteLinkedIn