Manager, Data & AI Platform Engineering

Added
5 days ago
Type
Full time
Salary
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Related skills

kubernetes pytorch kafka spark genai

📋 Description

  • Lead in a player-coach capacity for Stitch Fix’s Data/ML/GenAI platforms.
  • Build a unified, secure, scalable architecture for semantic search and automation.
  • Modernize data and ML foundations to support adaptive models and AI workloads.
  • Provide foundational APIs, SDKs, and self-service tools for teams to deploy AI solutions.
  • Partner with Data Science, Engineering, and Product to deliver production-grade features.
  • Balance speed of innovation with platform stability and business priorities.

🎯 Requirements

  • 5+ years in software, data, ML, or platform engineering; 1+ years leading ICs is a plus.
  • Demonstrated success contributing to large-scale data/ML/GenAI platforms in cloud environments.
  • Experience delivering platform modernization, unification, and multi-year architectural transformation.
  • Track record operating/evolving modern data infra: Spark, Trino, Iceberg; Kafka/Flink; Kubernetes.
  • Expertise across the ML lifecycle: feature engineering, training pipelines, deployment, monitoring, MLOps.
  • GenAI architectures: semantic retrieval, knowledge-grounded indexing, LLM orchestration, agent workflows, eval frameworks.

🎁 Benefits

  • Bright, kind teammates motivated by challenge; integrity, innovation, and trust.
  • Diverse perspectives; all voices are heard and valued.
  • Innovative company leveraging fashion and tech to disrupt retail.
  • Win as a team; commit to our work and celebrate grit.
  • Boldly create the future with equity and sustainability at the center.
  • Comprehensive compensation packages and inclusive health benefits.
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