2K
Video Games
DataQualityEngineer
Neural analysis suggests this role is
optimal for Senior candidates.
“Data Quality Engineer at 2K. Skills: Data Quality Engineering, Data Reliability, Data Accuracy, Data Integrity, Data Validation, Root Cause Analysis. Develop and maintain advanced automated data quality checks for game telemetry, player events, and backend systems.. Monitor complex data pipelines for anomalies, schema changes, and integrity issues, ensuring high availability and reliability.”
What You'll Achieve.
ensuring the reliability, accuracy, and integrity of data across the 2K gaming platform; helping cross-functional teams make confident, data-driven decisions regarding gameplay, performance, and the player experience; ensuring high availability and reliability of data pipelines; prevent recurrence of data discrepancies; surface data quality issues in real time for stakeholders; improve organizational data literacy; Support technical compliance efforts related to player data privacy
Industry & Context.
Problem Solving; Investigate and resolve complex data discrepancies, performing deep root-cause analysis to prevent recurrence.
What They're Looking For.
Must Have
Subject matter expert responsible for ensuring the reliability, accuracy, and integrity of data, Senior-level individual contributor
Nice to Have
Advanced automated data quality checks for game telemetry, player events, and backend systems, Complex data pipelines for anomalies, schema changes, and integrity issues, Global data quality standards, validation rules, and SLAs, Accurate and scalable instrumentation of in-game events, Complex data discrepancies, performing deep root-cause analysis, Dashboards and alerting systems to surface data quality issues in real time, Data sets optimized and fit for strategic decision-making, Data definitions, lineage, and quality expectations, Technical compliance efforts related to player data privacy
What You'll Do.
Develop and maintain advanced automated data quality checks for game telemetry
Monitor complex data pipelines for anomalies
ensuring high availability and reliability.
and enforce global data quality standards
and SLAs across the data ecosystem.
Lead collaboration with engineering teams to ensure accurate and scalable instrumentation of in-game events.
Investigate and resolve complex data discrepancies
performing deep root-cause analysis to prevent recurrence.
Build and oversee dashboards and alerting systems to surface data quality issues in real time for stakeholders.
Partner with analytics and product teams to ensure data sets are optimized and fit for strategic decision-making.
Map and document data definitions
and quality expectations to improve organizational data literacy.
Support technical compliance efforts related to player data privacy.
How You'll Work.
Team & Collaboration
Lead collaboration with engineering teams to ensure accurate and scalable instrumentation of in-game events.; Partner with analytics and product teams to ensure data sets are optimized and fit for strategic decision-making.
Full Job Description
Who We Are 2K is headquartered in Novato, California and is a wholly owned label of Take-Two Interactive Software, Inc. (NASDAQ: TTWO). Founded in 2005, 2K Games is a global video game company, publishing titles developed by some of the most influential game development studios in the world. Our studios responsible for developing 2K’s portfolio of world-class games across multiple platforms, include Visual Concepts, Firaxis, Hangar 13, CatDaddy, Cloud Chamber, 31st Union, HB Studios, and 2K SportsLab. Our portfolio of titles is expanding due to our global strategic plan, building and acquiring exciting studios whose content continues to inspire all of us! 2K publishes titles in today’s most popular gaming genres, including sports, shooters, action, role-playing, strategy, casual, and family entertainment. Our team of engineers, marketers, artists, writers, data scientists, producers, thinkers and doers, are the professional publishing stewards of 2K’s portfolio currently includes several AAA, sports and entertainment brands, including global powerhouse NBA®️ 2K, renowned BioShock®️, Borderlands®️, Mafia, Sid Meier’s Civilization®️ and XCOM®️ brands; popular WWE®️ 2K and WWE®️ SuperCard franchises, TopSpin 2K25, as well as the critically and commercially acclaimed PGA TOUR®️ 2K At 2K, we pride ourselves on creating an inclusive work environment, which means encouraging our teams to Come as You Are and do your best work! We encourage ALL applicants to explore our global positions, even if they don’t meet every requirement for the role. If you're interested in the job and think you have what it takes to work at 2K, we encourage you to apply! What We Need The Data Quality Engineer is a subject matter expert responsible for ensuring the reliability, accuracy, and integrity of data across the 2K gaming platform. This role involves designing and maintaining sophisticated systems to validate game telemetry, player data, and analytics pipelines. As a senior-level individual
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