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Mid-level, generalist data analyst role with common skills increases applicant competition.
SQL, BI, and metrics ownership skills are highly transferable across industries.
Explicit 3+ years, advanced degree, advanced SQL and BI tool requirements raise screening strictness.
Produce and maintain scalable BI dashboards and analytics solutions to support operational and strategic decision-making.
Own end-to-end metric lifecycle including definition, calculation logic, validation, and documentation to ensure analytical integrity.
Lead data discovery, centralization, and documentation efforts to improve data clarity and consistency across distributed systems.
Advanced degree in Data Science, Statistics, Economics, Computer Science, or related field.
Minimum 3 years of experience in data analytics or business intelligence roles.
Advanced SQL skills with ability to query complex, multi-schema and multi-source data environments.
Experience delivering BI dashboards and analytics in decentralized or federated data environments.
Experienced in creating and managing formal metric definitions and ensuring metric consistency across distributed data sources.
Skilled at partnering cross-functionally with business, product, and technical teams for analytics delivery and decision support.
Comfortable operating in environments with evolving documentation and distributed data ownership, contributing to data cataloging and governance efforts.