Staff ML Engineer — Build Production-Grade AI Agents

Sentry; San Francisco (CA); On-site; USD 240,000 - 400,000; Full time

Benefits offered by this job

Health insurance

Equity compensation

Paid time off

Job summary

Sentry is seeking a Staff Machine Learning Engineer to advance AI/ML initiatives within our product suite. You will build agentic systems that triage, debug, and resolve real production issues, leveraging our vast error and performance data to drive smarter analytics.

You will lead major AI projects, collaborate across teams, and contribute to architecture and tooling that scales. This role emphasizes production-ready code, deep learning with PyTorch, and mentoring colleagues.

Qualifications

• Minimum 4+ years of professional experience with a MS/PhD degree in computer science, machine learning, or a related field.
• Minimum 6+ years of professional experience with Bachelor's degree in computer science, machine learning, or a related field.
• Demonstrated expertise building production-grade agentic AI systems and tools.
• You are comfortable writing production quality code (we use Python).
• Expertise with deep learning frameworks (we use PyTorch).
• Familiarity deploying machine learning models at scale in production environments.
• Experience in writing technical documentation, mentoring, and presenting to technical audiences.
• Proven track record of owning a system, feature, or component, leading or collaborating with multiple engineers and teams.

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 to improve AI models and monitoring.
• Own the development of major initiatives in the AI/ML space.

Skills

Agentic AI systems

Python programming

ML model deployment

Deep learning with PyTorch

Technical documentation

Mentoring & presenting

System ownership & leadership

Education

MS/PhD in CS/ML or related field

Bachelor's degree in CS/ML or related field

Tools

PyTorch

Python

Job description

Sentry is seeking a Staff Machine Learning Engineer to advance AI/ML initiatives within our product suite. You will build agentic systems that triage, debug, and resolve real production issues, leveraging our vast error and performance data to drive smarter analytics.

You will lead major AI projects, collaborate across teams, and contribute to architecture and tooling that scales. This role emphasizes production-ready code, deep learning with PyTorch, and mentoring colleagues.