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

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 Lead Data Quality Engineer is a key management role responsible for overseeing the data quality lifecycle within the 2K Data ecosystem. This role combines technical leadership with people management to ensure that game telemetry, player data, and analytics pipelines are accurate, reliable, and actionable. As an M5 leader, you will define the strategy for automated validation, establish organizational standards for data integrity, and lead a team of engineers to deliver high-trust data solutions that empower decision-making across the global organization.

What You Will Do

• Team Leadership: Manage and mentor a team of 3 direct reports, providing technical guidance, performance management, and professional development.
• Strategic Oversight: Define and drive the company-wide data quality strategy, standards, and best practices for the Data Engineering function.
• Data Reliability Frameworks: Establish and enforce SLAs, KPIs, and monitoring frameworks to ensure data observability and consistency.
• System Engineering: Oversee the design, implementation, and maintenance of automated data validation checks and anomaly detection systems across global
• Cross-Functional Collaboration: Partner with Site Leadership, game developers, and backend engineers to ensure accurate instrumentation of in-game events and telemetry.
• Root Cause Analysis: Lead investigations into complex data issues and schema drift, implementing long-term architectural improvements to prevent recurrence.
• Governance & Compliance: Support data governance initiatives, ensuring player data is handled in alignment with global privacy regulations and internal policies.

Core Competencies

• Strategic Leadership: Ability to align data quality initiatives with broader 2K business objectives and technical roadmaps.
• People Management: Proven capability in coaching technical talent and fostering a collaborative, high-performance team environment.
• Problem Solving: Advanced analytical skills to diagnose complex systemic issues within event-driven data architectures.
• Communication: Proficiency in translating technical data risks into actionable insights for non-technical stakeholders and executive leadership.

Who We Think Will Be A Great Fit

• Bachelor’s degree in Computer Science, Data Engineering, or a related technical
• Extensive experience in data engineering or data quality, including prior experience in a management or lead capacity.
• Expert-level SQL skills and experience working with large-scale, event-driven
• Strong proficiency with data pipeline and orchestration tools (e.g., Airflow, dbt, Spark).
• Proven track record of designing and implementing scalable data validation and monitoring

Preferred Qualifications

• Experience in the gaming industry or high-volume live-service
• Familiarity with data observability tools such as Great Expectations or Monte
• Experience with cloud platforms (AWS, Databricks, Snowflake, GCP, or Azure).
• Knowledge of player behavior analytics and experimentation (A/B testing)

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