--- title: 'Data Quality Engineer at 2K' canonical: 'https://feeny.ai/job/data-quality-engineer-2k-bengaluru-e49cm2da57px' type: 'job' last_seen: '2026-09-07' --- # Data Quality Engineer at 2K - **Company:** 2K - **Location:** Bengaluru, India - **Posted:** 2026-05-13 - **Last confirmed live:** 2026-09-07 - **Apply:** https://job-boards.greenhouse.io/2k/jobs/7728471003 ## 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 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 - Bachelor’s 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, 1+5 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 program’s 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 2K.com accounts. #LI-Onsite ## About 2K ## Company Overview - **One-liner**: 2K is a major video game publisher and developer, best known for iconic franchises like *NBA 2K*, *Borderlands*, *Civilization*, *BioShock*, *Mafia*, *WWE 2K*, and *XCOM*. - **Entity Type**: Private subsidiary of Take-Two Interactive (public parent company, NASDAQ: TTWO) - **Headquarters**: Novato, California, USA (with global offices across the Americas, Europe, Asia, and Australia) - **Founded**: January 25, 2005 (as a subsidiary of Take-Two Interactive) - **Founders**: Founded as a corporate entity by Take-Two Interactive; key early leaders included Christoph Hartmann (former President). Current President is David Ismailer. ## Core Business - **Primary industry/industries**: Video game development and publishing (AAA, sports, and strategy games) - **Target customers**: B2C (consumers/gamers globally across PC, console, and mobile platforms) - **Mission or purpose statement**: "We enable all gamers to build, connect, escape and dream big!" (from their official values page) ## Products & Services - **NBA 2K Series**: Flagship basketball simulation franchise, released annually across console and PC. - **Borderlands Series**: Acclaimed first-person shooter looter-shooter franchise. - **Civilization Series**: Legendary turn-based strategy series (developed by Firaxis Games, a 2K studio). - **BioShock Series**: Critically acclaimed narrative-driven first-person shooter series. - **Mafia Series**: Open-world crime drama franchise. - **WWE 2K Series**: Professional wrestling simulation franchise. - **XCOM Series**: Tactical strategy franchise. - **PGA Tour 2K Series**: Golf simulation franchise. - **Top Spin Series**: Tennis simulation franchise (revived in 2024). - **2K Foundations**: Social impact program that builds community and youth engagement programs, including refurbishing basketball courts globally. ## Market Standing - **Valuation/Market Cap**: 2K is a subsidiary of Take-Two Interactive. Take-Two's market cap is approximately **$30+ billion** (as of mid-2025), with 2K being one of its two core publishing labels alongside Rockstar Games. - **Key Metric**: 2K is a private subsidiary; exact revenue is not disclosed separately. However, Take-Two Interactive’s total net revenue for fiscal year 2024 was approximately **$5.6 billion**, with 2K contributing a significant portion. The company employs approximately **4,000 people**. - **Notable Investors/Partners**: Parent company is Take-Two Interactive. Key development studio partners include Visual Concepts (NBA 2K), Firaxis Games (Civilization), Gearbox Software (Borderlands), and Hangar 13 (Mafia). - **Growth Signals**: 2K has been actively expanding its development network, including the acquisition of Gearbox Software in 2024. The company continues to launch major franchise entries and invest in new IP. It has a growing presence in mobile gaming and live-service models. ## Competitive Advantages - **Iconic IP Portfolio**: Owns some of the most valuable and long-running franchises in gaming (*NBA 2K*, *Borderlands*, *Civilization*, *BioShock*). - **Massive Global Reach**: Games sell tens of millions of copies annually across all major platforms. - **Strong Parent Backing**: As a core label of Take-Two, 2K has significant financial resources for marketing, development, and acquisitions. - **Diverse Studio Network**: Operates a wide range of internal studios with specialized expertise (sports, strategy, action, RPG). - **2K Foundations**: A unique social impact program that builds brand goodwill and community engagement. ## Strategic Focus - **Franchise Expansion**: Continuing to grow its flagship franchises with annual releases, new entries, and expanded content. - **Live Service & Engagement**: Deepening post-launch engagement through in-game events, battle passes, and microtransactions (especially in *NBA 2K*). - **Mobile & New Platforms**: Expanding into mobile gaming and new platforms. - **Studio Investment**: Acquiring and investing in top-tier development talent (e.g., Gearbox). - **Technology & AI**: Investing in R&D for game engines, AI, and data science to improve game quality and player experiences (evidenced by job postings for AI R&D, data science, and Unreal Engine roles). ## Why Work Here - **Work on Iconic Franchises**: Opportunity to contribute to some of the most beloved and best-selling game series in the world. - **Culture**: Described as a blend of "NYC roots with a Northern California vibe," with a focus on being direct, open, and friendly. The company emphasizes "Come As You Are" and "Give a ^%$*" as core values. - **Remote/Hybrid/Office Policy**: 2K has a hybrid work model. Many roles are listed with specific locations (Novato, Los Angeles, Montreal, Bengaluru, etc.), but some positions offer remote flexibility. - **Notable Perks**: Located in a unique headquarters (converted airplane hangars in Novato, CA) near hiking, biking trails, and wine country. The company also runs a motion capture studio in Petaluma, CA. - **Engineering Culture**: Strong emphasis on technical innovation, with dedicated teams for AI R&D, Core Tech/Tools, Data Science, and Online Services. Many job postings focus on Unreal Engine, data engineering, and systems architecture. - **Social Impact**: Employees can participate in 2K Foundations, which refurbishes basketball courts and builds community spaces globally. ## Sources 1. [2k.com/careers/](https://2k.com/careers/) 2. [2k.com/about/](https://2k.com/about/) 3. [job-boards.greenhouse.io/2k](http://job-boards.greenhouse.io/2k) 4. 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