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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