ML Platform Engineer

Stitch Fix
United States
Workplace: RemoteFull timeUSD 136,000 - 167,000 annuallyFunction: DevOps, Cloud & InfrastructureExperience: 5+ yearsSkills: ["Python","Golang","Kafka","Postgres","Redis","FastAPI","Ray","AnyScale","LangGraph","LangSmith","AWS","Cloud computing"]

Build, maintain, and scale the infrastructure powering Stitch Fix's ML and AI initiatives. Design and implement platforms for model training, deployment, feature engineering, and observability; collaborate with data scientists and engineers to enable scalable, production-grade ML systems across the organization. Drive improvements, codify best practices, and influence ML tooling choices in a high-visibility, impact-focused team.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Stitch Fix
Stitch Fix
2 months ago

ML Platform Engineer

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live

Job Summary

Build, maintain, and scale the infrastructure powering Stitch Fix's ML and AI initiatives. Design and implement platforms for model training, deployment, feature engineering, and observability; collaborate with data scientists and engineers to enable scalable, production-grade ML systems across the organization. Drive improvements, codify best practices, and influence ML tooling choices in a high-visibility, impact-focused team.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: DevOps, Cloud & Infrastructure

Key Responsibilities

  • •Collaborate with cross-functional teams to solve distributed systems and business challenges at scale.
  • •Be part of a high-visibility team delivering impactful ML platform solutions across the organization.
  • •Guide investments toward high-value opportunities and codify best practices for ML infrastructure.
  • •Foster a culture of technical collaboration and build scalable, resilient systems.

Pay and Benefits

Salary: USD 136,000 - 167,000 annually

Key Requirements

  • •5+ years of software development experience with a focus on data, ML, or AI infrastructure
  • •track record of building scalable, distributed production systems
  • •strong programming and design skills (Python and Golang are primary tools)
  • •experience with big data, web, and AI tech such as Kafka, Postgres, Redis, FastAPI, Ray, AnyScale, LangGraph, LangSmith or similar
  • •hands-on experience with AWS or other cloud providers
Experience:5+ yearsMachine learningAiDistributed systems
Skills:PythonGolangKafkaPostgresRedisFastAPIRayAnyScaleLangGraphLangSmithAWSCloud computing
Languages:English
Tech Stack:PythonGolangKafkaPostgresRedisFastAPIRayAnyScaleLangGraphLangSmithAWS

Company Brief

Stitch Fix
Online personal styling service and apparel retailer that delivers curated clothing and accessories to customers through data-driven styling, algorithmic recommendations, and human stylists.
Industry: Fashion & Apparel
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Francisco, United States
Founded: 2011
WebsiteLinkedIn