7+ years of experience in analytics engineering, data analytics, or a similar role, with production experience owning a modeling layer
Expert SQL. You're comfortable reading, writing, and optimizing complex queries against high-volume datasets
Hands-on experience with dbt or equivalent, Airflow or other orchestration solutions, and a modern cloud warehouse such as Databricks, Snowflake, BigQuery, or ClickHouse
Strong instincts for dimensional modeling and metric design, including the judgment to know when to denormalize
Fluency with BI tooling such as Hex, Looker, or similar, and a bias toward building for self-serve over fulfilling one-off requests
Enough software engineering fundamentals to work comfortably in version control, review others' code, and keep a project maintainable
Genuine interest in the business. You want to know why a metric moved, not just that your model ran
Comfortable operating in a fast-moving environment where business logic changes frequently and you need to keep pace
(Plus) Familiarity with on-chain data or blockchain analytics
(Plus) Experience in fintech, crypto, prediction markets, or other data-intensive financial products