Lead Data Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Lead Data Engineer (AI): Build and scale data infrastructure grounding AI agents in accurate, real-time Customer Success data with an accent on search & retrieval systems, semantic layers, and embedding pipelines. Focus on designing robust indices, architecting agentic retrieval layers, building inference infrastructure, and ensuring operational excellence in data quality and latency.
Location: Onsite in San Francisco CA, Seattle WA, Chicago IL, or Bellevue WA
Company
Leader in CRM and cloud software powering intelligent agentic Customer Success.
What you will do
- Design search & retrieval systems with robust indices for complex AI agent retrievals across data.
- Architect agentic retrieval layer including semantic layers and embedding pipelines.
- Build inference infrastructure for attribution and causal modeling with Decision Scientists.
- Drive operational excellence in data quality, latency, and index freshness.
- Lead AI integration & automation across databases, APIs, and orchestration layers.
- Define technical roadmap aligned with Data Cloud migration and mentor data/AI engineers.
Requirements
- 8+ years in data engineering or related role
- Proficiency in Python, SQL, Spark, ETL/ELT tools (Airflow, dbt, Informatica)
- Strong data modeling, SQL/NoSQL databases, data warehousing
- Experience with cloud platforms (AWS, Azure, Google Cloud) and ecosystem including Data Cloud
- Proven cross-functional collaboration and communication
- Related technical degree
Nice to have
- Building semantic search, embedding pipelines, RAG systems
- Vector databases and AI/ML infrastructure
- Supporting Decision/Data Science on causal/attribution modeling
- Mentoring and driving technical standards
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