Responsibilities
- Architect and operate a medallion/curated data warehouse stack (bronze/silver/gold) for product, usage, billing, and operational data.
- Build and maintain Airflow orchestrated pipelines and dbt transformation projects (modular, tested, documented).
- Design analytics-ready models: SCD Type 2, star schemas, and appropriate normalization for upstream canonical layers.
- Lead Master Data Management (MDM) patterns (golden records, reference data, deduping, identity resolution).
- Implement and automate data quality checks (freshness, nulls, referential integrity, distribution drift, anomaly detection).
- Establish data governance habits: data stewardship, ownership, SLAs, and clear definitions for "source of truth."
- Build and maintain a business semantic layer (consistent metric definitions, dimensions, and reusable logic) used by notebooks/BI.
- Partner with stakeholders (Product, Engineering, Finance, GTM, Ops) to translate questions into durable datasets and metrics.
- Use SQL, Python, and Spark where scale demands it; optimize for correctness, performance, and cost.
- Mentor engineers and contribute to standards (code review, design docs, runbooks), paving the path to tech lead.
Requirements
- Strong warehouse fundamentals and production experience delivering trusted datasets and metrics.
- Expert SQL (window functions, dimensional modeling, performance tuning).
- Hands-on with dbt (models, tests, docs, snapshots, macros) and Airflow (DAG design, backfills, reliability).
- Solid Python for data tooling and automation; experience with Spark (PySpark/SQL) is a plus.
- Practical experience with SCD2, star schemas, and handling slowly changing business entities.
- Strong stakeholder management: you can drive alignment on definitions, tradeoffs, and delivery timelines.
- High standards for data quality, reliability, and maintainability.
Compensation
We offer competitive compensation, startup equity, health insurance and other competitive benefits. The US base salary range for this full-time position is: $240,000 - $275,000 + equity + benefits. Our salary ranges are determined by location, level and role. Individual compensation will be determined by experience, skills, and job-related knowledge.