Staff Software Engineer, ML Feature Store

Job summary

Snap Inc is a technology company. We believe the camera presents the greatest opportunity to improve the way people live and communicate. Snap contributes to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.

Benefits

Qualifications

• Throughout, you'll set technical direction, review designs and code, and mentor engineers, raising the bar on craftsmanship across the team.
• What you’ll do:
• Serve features reliably for large-scale batch inference and low-latency online inference, maintaining consistency across serving paths and meeting latency and freshness
• of production models.
• Maintain features in a centralized, versioned feature registry, ensuring definitions are discoverable, well-documented and reusable across teams and models so common logic is defined once rather than duplicated.
• Design and manage feature storage solutions for correctness, freshness and efficient retrieval, selecting appropriate storage patterns for training-scale reads and low-latency serving lookups.
• Knowledge,
• Bachelor’s degree in a technical field such as Computer Science or equivalent practical experience
• 9+ years of software development experience; or Master’s degree with 8+ years of experience; or PhD with 5+ years of experience
• Experience as a technical lead, domain expert or owner of complex technical initiatives
• Experience building large scale storage, backend or distributed systems
• Preferred

Responsibilities

• This tech lead will be responsible for the design of the team's systems and data pipelines, establishing clear abstractions and reusable components so the team builds on common foundations rather than duplicating work.

Skills

Degrees

Work schedule

Industry

Company size