Quick Overview
Seniority
Mid Senior
Work mode
On Site
Location
San Francisco, CA, United States
Posted
Yesterday
SQLETLMLOpsData PipelineHiveLLMPython
Job Description
Role Name: Data Engineer
Work Location: Bay Area CA (Onsite)
Job Description:
- Expert-level SQL, including performance tuning against very large datasets.
- Strong Python skills for data pipeline development, automation, and ML/AI tooling.
- Deep experience building and maintaining production ETL/ELT pipelines and data warehouses/lakes.
- Strong data modeling and dimensional design skills (facts/dimensions, star schemas).
- Hands-on experience building data infrastructure for AI/ML use cases — feature engineering, training datasets, and/or pipelines supporting LLM/GenAI applications.
- Experience with workflow orchestration and distributed query/processing engines (e.g., Presto/Spark/Hive-style systems).
- Proven ability to work with ambiguous requirements and partner cross-functionally with technical and non-technical stakeholders.
Preferred Qualifications:
- Experience in Software Asset Management, HR Data, Governance, supply chain, manufacturing, hardware operations, procurement, or vendor management data domains.
- Experience with Flexera asset management tool
- Experience with vector databases, embeddings, and RAG (retrieval-augmented generation) pipelines.
- Experience with MLOps / feature stores and productionizing ML models at scale.
- Familiarity with GenAI/LLM APIs and prompt-based data extraction or enrichment workflows.
- Experience building dashboards and data visualizations for operational and executive audiences.
- Familiarity with data governance, lineage, and quality frameworks.
- Strong communication skills and a track record of turning messy operational data into trusted metrics and AI-ready assets.
Other Skills:
- Stretch Attitude, good communication skills
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