Snap Inc

Staff Software Engineer, ML Feature Store

Snap Inc$229K — $343K *
Consumer Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 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 or owner of complex initiatives
  • Deep experience designing, building, and operating backend services or distributed systems at scale
  • Strong foundation in system design, including APIs, service architecture, and observability

Responsibilities

  • Serve features reliably for both batch inference and low-latency online inference
  • Maintain a centralized, versioned feature registry with clear definitions
  • Design and manage feature storage solutions for correct and efficient retrieval
  • Build scalable, distributed systems with efficient monitoring and alerting
  • Enforce engineering quality through validation, testing, and operational health

Benefits

  • Paid parental leave
  • Comprehensive medical coverage
  • Emotional and mental health support programs
  • Compensation packages linked to Snap's long-term success
Full Job Description
We9re looking for a Staff Software Engineer to join Snap Inc on our Feature Store team!

This tech lead will be responsible for the design of the team9s systems and data pipelines, establishing clear abstractions and reusable components so the team builds on common foundations rather than duplicating work. You9ll drive development of the core services and data flows - including how data is stored, retrieved and served for both high-throughput and low-latency use cases - while ensuring they meet correctness, performance, and reliability requirements. A central part of the role is enforcing engineering quality through validation, testing, monitoring, and observability and owning the operational health of these systems from cost efficiency to on-call and incident response. Throughout, you9ll set technical direction, review designs and code, and mentor engineers, raising the bar on craftsmanship across the team.

What you9ll do:
  • Serve features reliably for large-scale batch inference and low-latency online inference, maintaining consistency across serving paths and meeting latency and freshness requirements 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.
  • Build scalable, distributed systems with attention to compute and storage efficiency, backed by monitoring, alerting, and sound operational practices that keep feature serving systems reliable and maintainable in production.


Knowledge, Skills, Abilities:
  • Deep experience designing, building and operating backend services or distributed systems at significant scale.
  • Strong technical leadership skills, with the ability to set vision, ideate high-impact projects and translate strategy into executable roadmaps.
  • Proven ability to lead complex, cross-functional initiatives over multiple quarters while balancing architectural quality, reliability and delivery velocity.
  • Strong foundation in system design, including APIs, service architecture, compute platforms, storage concepts, observability and workflow orchestration.
  • Proven track record of owning highly available, mission-critical systems, including operational readiness, incident response and systemic improvements.
  • Strong judgment in making technical trade-offs and prioritizing the right long-term platform investments for a large engineering organization.
  • Excellent collaboration and communication skills, with the ability to influence engineers and leaders across Senior Manager- or Director-level organizations.
  • Ability to mentor, unblock and elevate other engineers while creating structures and mechanisms that make teams more effective over time.
  • Comfort operating in ambiguity and driving clarity in technically complex problem spaces.
  • Familiarity with responsible use of emerging AI technologies to improve engineering quality, alignment and innovation at scale.


Minimum Qualifications:
  • Bachelor9s degree in a technical field such as Computer Science or equivalent practical experience
  • 9+ years of software development experience; or Master9s 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 Qualifications:
  • Deep expertise in modern C++ (C++11/14/17), with experience in large-scale production codebases
  • Experience with C++, Go, Java, Python or similar backend languages.
  • Experience with large-scale microservices, cloud infrastructure and/or platform architecture
  • Proficiency with performance optimization techniques
  • Experience building or scaling ML Infrastructure systems and/or real-time data pipelines
  • Strong CS fundamentals (algorithms and data structures) and problem-solving skills
  • Comfortable working in a fast-paced, iterative and highly collaborative environment
  • Knowledge of software design patterns and best practices


Our Benefits: Snap Inc. is its own community, so we9ve got your back! We do our best to make sure you and your loved ones have everything you need to be happy and healthy, on your own terms. Our benefits are built around your needs and include paid parental leave, comprehensive medical coverage, emotional and mental health support programs, and compensation packages that let you share in Snap9s long-term success!

Compensation

In the United States, work locations are assigned a pay zone which determines the salary range for the position. The successful candidate9s starting pay will be determined based on job-related skills, experience, qualifications, work location, and market conditions. The starting pay may be negotiable within the salary range for the position.These pay zones may be modified in the future.

Zone A (CA, WA, NYC):
The base salary range for this position is $229,000-$343,000 annually.

Zone B:
The base salary range for this position is $218,000-$326,000 annually.

Zone C:
The base salary range for this position is $195,000-$292,000 annually.

This position is eligible for equity in the form of RSUs.

About Snap Inc

Snap Inc. is a camera and social media company. It was founded in 2011 by Evan Spiegel, Bobby Murphy, and Reggie Brown. The company is known for its Snapchat app, which allows users to send photos and videos that disappear after being viewed. Snap Inc. is headquartered in Santa Monica, California and has offices around the world. The company went public in 2017 and is listed on the New York Stock Exchange.
Learn more about Snap Inc
Size
5,661 employees
Market Cap
$13.9 billion
Industry
Net Income
-$944.8 million
Founded
2016
5 Year Trend
+59.1%
Revenue
$2.5 billion
NASDAQ

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