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Forward Deployed Engineer — Data Engineering & GenAI

Full-time

Title: Forward Deployed Engineer - Data Engineering & GenAI

Location: San Jose, CA

Job Description:

  • 8+ years of data engineering or software engineering experience, ideally with large-scale financial or transactional data
  • Strong SQL skills, with hands-on BigQuery (or equivalent modern data warehouse) experience
  • Proficiency in Python and/or Java for pipeline development and automation
  • Experience with GCP (BigQuery, Cloud Composer/Airflow, Dataflow, Pub/Sub, or equivalents)
  • Hands-on experience building with LLMs - prompt engineering, function/tool calling, or RAG pipelines
  • Understanding of ETL/ELT design, data modeling, and performance tuning at scale
  • Excellent communication skills - able to translate ambiguous business asks into concrete technical specs (data or AI-based)
  • Comfort working directly with non-technical stakeholders (ops, compliance, finance) and adapting quickly to their domain
  • High tolerance for ambiguity, shifting priorities, and production firefighting

Preferred Qualifications

  • Experience building with Claude, OpenAI, or similar LLM APIs in production or internal-tool contexts
  • Familiarity with MCP (Model Context Protocol) - building or configuring MCP servers/skills that connect LLMs to internal tools
  • Experience with vector databases and embedding-based search for RAG applications
  • Experience with financial reconciliation logic (PDA/CASH/VDA/SDA-type matching, or equivalent)
  • Prior exposure to AI adoption/usage analytics, cost monitoring, or slot/performance optimization at scale

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