Data Test Analyst I
Posted Updated
Summary
Entry-level role at 2K Games' Las Vegas studio: testing and validating video game data and telemetry — writing SQL queries, running regression tests, spotting data anomalies, and documenting findings using tools like Jira, TestRail, Confluence, and Databricks. Onsite position; no visa sponsorship offered.
Data Test Analyst I
Who We Are
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, and HB Studios. 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 our growing library of critically-acclaimed franchises such as NBA 2K, Battleborn, BioShock, Borderlands, The Darkness, Mafia, Sid Meier’s Civilization, WWE 2K, and XCOM.
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 are dedicated to diversity and inclusion, and want our community of candidates to reflect this commitment. We encourage all qualified applicants to explore our global positions. 2K is headquartered in Novato, California and is a wholly owned label of Take-Two Interactive Software, Inc. (NASDAQ: TTWO).
What We Need
The Data Test Analyst I plays a vital role in ensuring the accuracy and reliability of game data. Working under the guidance of senior team members, the Data Test Analyst I assists in testing, validating, and analyzing data-driven features and systems within video games.
What You'll Do
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Assist in conducting thorough testing and validation of game data to ensure accuracy, consistency, and integrity across various platforms and environments.
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Support the development and execution of basic SQL queries to test game telemetry events and data outcomes.
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Learn and comprehend telemetry design and implementation and assist in identifying how new telemetry events impact existing game data.
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Collaborate with senior team members to develop and execute test plans tailored to specific data-related features and systems.
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Participate in regression testing processes to identify potential data anomalies or regressions caused by code changes or updates.
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Assist in analyzing game data to identify patterns, trends, and anomalies, providing actionable insights to senior team members and stakeholders.
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Document test cases, findings, and outcomes under the supervision of senior analysts. Contribute to generating reports to communicate test results effectively.
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Work closely with senior analysts, game developers, and other stakeholders to understand data requirements and ensure alignment with quality standards.
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Stay updated on emerging trends and best practices in data testing and the gaming industry to enhance your skills and knowledge.
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Act as a trusted advisor to senior leadership on Quality Assurance matters.
Core Competencies
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Behavioral: Follows established protocols, independently resolves routine challenges, and proactively identifies and mitigates potential risks.
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Provides clear, consistent updates on progress and blockers.
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Communicates effectively across teams, ensuring alignment and surfacing potential risks early.
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Technical: Skilled in Jira, TestRail, Confluence, and Databricks; proficient in managing standard workflows and using tools for routine tasks.
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Working knowledge of SQL; able to create, execute, and manipulate data sets with proficiency, including advanced functions.
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Understands and performs basic ETL functions with SQL queries; capable of troubleshooting workflows, debugging errors, and optimizing performance.
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Proficient-level SQL with deep understanding of relational databases; experienced in handling complex ETL failures, performance issues, and scaling.
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Leadership: Provides clear, timely updates to stakeholders on project status and risks.
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Provide updates across teams and ensures dashboards accurately reflect project progress.
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Strategic Influence & Business Acumen:
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Understands game development phases and can prioritize tasks within each cycle.
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Proficient in streamlining processes and optimizing workflows across development stages.
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What Will Make You a Great Fit
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1–2 years of experience in data testing, quality assurance, or a related role (internship experience is acceptable).
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Strong communication skills in English, both written and verbal, to clearly document findings and provide feedback to level-appropriate audiences.
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Strong analytical skills, attention to detail, creative problem-solving skills, organizational abilities, and a sense of ownership over assigned duties.
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Positive attitude along with flexibility, dependability, and excellent interpersonal skills, including the ability to collaborate effectively within a team environment.
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Passion for video games and an understanding of gaming mechanics and player behaviors.
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Technical Skills:
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Basic proficiency in SQL and familiarity with scripting languages (e.g., Python).
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Understanding of data structures, databases, and data manipulation techniques.
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Exposure to data visualization tools such as Tableau or Power BI is a plus.
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Physical requirements include the ability to:
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Lift up to 20 lbs. unassisted or assisted occasionally.
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Stand, sit, and walk for prolonged periods of time.
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Move between three separate floors as needed.
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This job description is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities that are required of the employee; other tasks and duties may be assigned or reassigned as needed.
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.
Please note that 2K Vegas is unable to provide visa sponsorship or assistance for this position. All candidates must be legally authorized to work in the United States without requiring current or future employer sponsorship.
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