Data Test Analyst I

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Data Test Analyst I 

Department:

Quality Assurance & Release Management

Reports to:

Manager, Test

Division:

2K Vegas (North America)

Location:

Las Vegas, Nevada

Job Status:

Full-Time

FLSA Status:

Salaried Non-Exempt

Comp Grade:

P3

Last Updated:

11/14/2025

Position Summary

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.

Primary Responsibilities

• Assist in conducting thorough testing and validation of game data to ensure accuracy, consistency, and integrity across various platforms and environments.
• Support the development and execution of basic SQL queries to test game telemetry events and data outcomes.
• Learn and comprehend telemetry design and implementation and assist in identifying how new telemetry events impact existing game data.
• Collaborate with senior team members to develop and execute test plans tailored to specific data-related features and systems.
• Participate in regression testing processes to identify potential data anomalies or regressions caused by code changes or updates.
• Assist in analyzing game data to identify patterns, trends, and anomalies, providing actionable insights to senior team members and stakeholders.
• Document test cases, findings, and outcomes under the supervision of senior analysts. Contribute to generating reports to communicate test results effectively.
• Work closely with senior analysts, game developers, and other stakeholders to understand data requirements and ensure alignment with quality standards.
• Stay updated on emerging trends and best practices in data testing and the gaming industry to enhance your skills and knowledge.
• Act as a trusted advisor to senior leadership on Quality Assurance matters.

Core Competencies

• Behavioral
  • Follows established protocols, independently resolves routine challenges, and proactively identifies and mitigates potential risks.
  • Provides clear, consistent updates on progress and blockers.
  • Communicates effectively across teams, ensuring alignment and surfacing potential risks early.
• Technical
  • Skilled in Jira, TestRail, Confluence, and Databricks; proficient in managing standard workflows and using tools for routine tasks.
  • Working knowledge of SQL; able to create, execute, and manipulate data sets with proficiency, including advanced functions.
  • Understands and performs basic ETL functions with SQL queries; capable of troubleshooting workflows, debugging errors, and optimizing performance.
  • Proficient-level SQL with deep understanding of relational databases; experienced in handling complex ETL failures, performance issues, and scaling.
• Leadership
  • Provides clear, timely updates to stakeholders on project status and risks.
  • Provide updates across teams and ensures dashboards accurately reflect project progress .

• Strategic Influence & Business Acumen

• Understands game development phases and can prioritize tasks within each cycle.
• Proficient in streamlining processes and optimizing workflows across development stages.

Required Qualifications, Knowledge, and Job-Related Skills

• 1-2 years of experience in data testing, quality assurance, or a related role (internship experience is acceptable).
• Strong communication skills in English, both written and verbal, to clearly document findings and provide feedback to level appropriate audiences.
• Strong analytical skills, attention to detail, creative problem-solving skills, organizational abilities, and a sense of ownership over assigned duties.
• Positive attitude along with flexibility, dependability, and excellent interpersonal skills, including the ability to collaborate effectively within a team environment.
• Passion for video games and an understanding of gaming mechanics and player behaviors.
• Technical Skills:
  • Basic proficiency in SQL and familiarity with scripting languages (e.g., Python).
  • Understanding of data structures, databases, and data manipulation techniques.
  • Exposure to data visualization tools such as Tableau or Power BI is a plus.
• Physical requirements include the ability to:
  • Lift up to 20 lbs. unassisted or assisted occasionally.
  • Stand, sit, and walk for prolonged periods of time.
  • Move between three separate floors as needed.

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.

2K is committed to providing reasonable accommodations in accordance with the Americans with Disabilities Act (ADA) and applicable state and local laws. Employment at 2K is considered at-will, except where prohibited by state legislation. Compensation and job postings may include disclosures required under state pay transparency laws.

2K is an Equal Opportunity Employer, committed to creating an inclusive work environment free from discrimination based on race, color, religion, national origin, gender, sexual orientation, gender identity, age, disability, veteran status, or any other characteristic protected by law.