Data Quality Engineer
Core
Ensure reliability, accuracy, and integrity of data across the 2K gaming platform by designing systems to validate game telemetry, player data, and analytics pipelines.
Role type
Senior individual contributor data quality engineer
Builds
Automated data quality checks, monitoring systems, dashboards, and alerting systems for game telemetry and player events
Domain
Video game industry, high-volume event-based data, telemetry, and analytics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Advanced SQL, data pipeline orchestration (Airflow, dbt, Spark), data validation frameworks, automated testing, root-cause analysis, data lineage mapping
Preferred skills
Gaming industry experience, specialized data quality tools (Great Expectations, Monte Carlo), cloud platforms (AWS, Databricks, Snowflake), A/B testing frameworks, global data privacy regulations (GDPR, CCPA)
Technologies
Airflow, dbt, Spark, Great Expectations, Monte Carlo, AWS, Databricks, Snowflake
Responsibilities
Develop and maintain advanced automated data quality checks; Monitor complex data pipelines for anomalies and integrity issues; Define and enforce global data quality standards and SLAs; Lead collaboration with engineering teams on event instrumentation; Investigate and resolve complex data discrepancies; Build and oversee dashboards and alerting systems; Map and document data definitions and lineage
Seniority
Senior, hands-on IC
