Data Quality Engineer

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 2Ks 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 todays 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 2Ks portfolio currently includes several AAA sports and entertainment brands including global powerhouse NBA 2K renowned BioShock Borderlands Mafia Sid Meiers 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 dont meet every requirement for the role. If youre 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 contributor you will drive the technical direction for data quality standards helping cross-functional teams make confident data-driven decisions regarding gameplay performance and the player experience.

What You Will Do

• 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.
• Define document and enforce global data quality standards validation rules 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 lineage and quality expectations to improve organizational data literacy.
• Support technical compliance efforts related to player data privacy and

Who We Think Will Be A Great Fit

• Problem Solving & Analytical Thinking: Ability to diagnose complex technical issues within large-scale data environments and implement systemic solutions.
• Attention to Detail: A rigorous approach to data accuracy and the ability to identify subtle patterns or anomalies in high-volume datasets.
• Cross-Functional Collaboration: Proven ability to work effectively with both technical engineering teams and non-technical product stakeholders.
• Communication: Skill in translating complex data quality issues into actionable insights and clear technical documentation.
• Proactivity: A self-driven mindset focused on identifying potential risks and improving observability before issues impact the business.

Required Qualifications Knowledge and Job-Related Skills

• Bachelors degree in Computer Science Data Engineering or a related technical field (or equivalent experience).
• Extensive experience in data engineering data quality or analytics engineering typically requiring 5 years of relevant experience.
• Advanced SQL proficiency and expertise in managing and querying large complex
• Hands-on experience with data pipeline and orchestration tools (e.g. Airflow dbt Spark).
• Deep understanding of data validation frameworks and automated testing
• Proven experience working with high-volume event-based data such as telemetry logs and user activity streams.

Preferred Qualifications

• Experience within the gaming industry or similar high-concurrency real-time data
• Mastery of specialized data quality tools (e.g. Great Expectations Monte Carlo).
• Proficiency with cloud platforms and data warehouses (e.g. AWS Databricks Snowflake).
• Familiarity with A/B testing frameworks and the nuances of experimentation
• Knowledge of global data privacy regulations (e.g. GDPR CCPA) and best practices for player data governance.

What we offer you:

• Great Company Culture. We pride ourselves as being one of the most creative and innovative places to work creativity innovation efficiency diversity and philanthropy are among the core tenets of our organization and are integral drivers of our continued success.
• Growth: As a global entertainment company we pride ourselves on creating environments where employees are encouraged to be themselves inquisitive collaborative and to grow within and around the company.
• Work Hard Enjoy Life.Our employees bond blow-off steam and flex some creative muscles through corporate boot camp classes company parties our Office gaming spaces game release events monthly socials and team challenges.
• Benefits. Benefits include but are not limited to; Discretionary bonus Provident fund contributions 15 medical insurance top up options and access to Practo online Doctor consultation App Employee assistance program 3X CTC Life Assurance 3X CTC Personal accident insurance childcare services 20 days holiday statutory holidays
• Perks. Gym reimbursement up to INR1150 per month wellbeing program with the chance to earn up to $93 per annum charitable giving program access to learning platforms employee discount programs plus free games and events!

As an equal opportunity employer we are committed to ensuring that qualified individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process to perform their essential job functions and to receive other benefits and privileges of employment. Please contact us if you need reasonable accommodation.

Please note that 2K Games and its studios never uses instant messaging apps or personal email accounts to contact prospective employees or conduct interviews and when emailing only use accounts.

#LI-Onsite