Data Test Analyst I

2K Vegas•Las Vegas, NV
•Onsite

About The Position

The Data Test Analyst I helps ensure the accuracy and reliability of game data by testing, validating, and analyzing data-driven game features and systems under the guidance of senior team members. The role supports testing across platforms and environments, including SQL-based validation of telemetry events and data outcomes, regression testing, and analysis of patterns, trends, and anomalies. The analyst documents test cases and findings, contributes to reports, and works with senior analysts, developers, and other stakeholders to align data requirements with quality standards. The position also calls for staying informed about data-testing and gaming-industry practices and providing trusted quality-assurance guidance to senior leadership. The role requires 1–2 years of experience in data testing, quality assurance, or a related area; internship experience is acceptable. Candidates should have basic SQL proficiency, familiarity with scripting languages such as Python, and an understanding of data structures, databases, and data manipulation. The job description also lists technical competencies involving Jira, TestRail, Confluence, Databricks, SQL, and ETL workflows, as well as communication, analytical, organizational, and teamwork skills. A passion for video games and familiarity with gaming mechanics and player behaviors are also sought. Exposure to Tableau or Power BI is a plus. Physical requirements include occasionally lifting up to 20 pounds, standing, sitting, and walking for prolonged periods, and moving between three separate floors as needed. The position is onsite. 2K Vegas cannot provide visa sponsorship or assistance; candidates must be authorized to work in the United States without current or future employer sponsorship.

Requirements

  • 1–2 years of experience in data testing, quality assurance, or a related role; internship experience is acceptable.
  • Strong written and verbal English communication skills to document findings and provide feedback to appropriate audiences.
  • Strong analytical skills, attention to detail, creative problem-solving skills, organizational abilities, and ownership of assigned duties.
  • Flexibility, dependability, a positive attitude, and interpersonal skills to collaborate effectively in a team environment.
  • Passion for video games and understanding of gaming mechanics and player behaviors.
  • Basic proficiency in SQL and familiarity with scripting languages such as Python.
  • Understanding of data structures, databases, and data manipulation techniques.
  • Working knowledge of SQL, including creating, executing, and manipulating data sets with advanced functions.
  • Understanding of basic ETL functions using SQL queries and ability to troubleshoot workflows, debug errors, and optimize performance.
  • Proficiency with relational databases and experience handling complex ETL failures, performance issues, and scaling.
  • Skilled in Jira, TestRail, Confluence, and Databricks, including standard workflows and routine tasks.
  • Ability to lift up to 20 pounds occasionally, with or without assistance; stand, sit, and walk for prolonged periods; and move between three separate floors as needed.
  • Must be legally authorized to work in the United States without current or future employer sponsorship.

Nice To Haves

  • Exposure to data visualization tools such as Tableau or Power BI.

Responsibilities

  • Assist with testing and validating game data for accuracy, consistency, and integrity across platforms and environments.
  • Support development and execution of SQL queries to test telemetry events and data outcomes.
  • Learn telemetry design and implementation and help identify how new telemetry events affect existing game data.
  • Collaborate with senior team members to develop and execute test plans for data-related features and systems.
  • Participate in regression testing to identify data anomalies or regressions caused by code changes or updates.
  • Analyze game data for patterns, trends, and anomalies and provide actionable insights to senior team members and stakeholders.
  • Document test cases, findings, and outcomes under senior analysts’ supervision, and contribute to reports communicating test results.
  • Work with senior analysts, game developers, and other stakeholders to understand data requirements and align with quality standards.
  • Stay updated on data-testing and gaming-industry trends and best practices.
  • Act as a trusted advisor to senior leadership on Quality Assurance matters.
  • Provide clear updates on progress, blockers, project status, and risks; help ensure dashboards accurately reflect project progress.
  • Prioritize tasks within game development phases and help streamline processes and workflows.
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