Data Analyst

Sawhorse Productions is looking for a Data Analyst to join our Interactive Department and dive deep into game analytics and shape the future of interactive experiences. In this role, you’ll extract and interpret data from Roblox games to optimize gameplay, enhance player engagement, and drive strategic decisionmaking. You’ll work closely with game designers, developers, and product teams to uncover trends, identify issues, and implement datadriven solutions that improve performance and monetization.

Requirements

• Extract and interpret game data: Use SQL queries to retrieve and analyze large datasets from Roblox games, identifying trends in player behavior, engagement, and monetization.
• Uncover and solve game design issues: Detect imbalances, exploits, and engagement dropoffs (e.g., currency hoarding, level skipping) and collaborate with developers to create effective solutions.
• Optimize game performance and engagement: Leverage datadriven insights to enhance game mechanics, UIUX, and overall player experience.
• Design and execute AB testing: Run controlled experiments to measure the impact of new features, gameplay adjustments, and content updates on player retention and monetization.
• Support liveservice updates: Identify key engagement trends between updates and develop strategies to maintain player interest over time.
• Track and improve monetization strategies: Analyze ingame purchases, player progression, and economic trends to maintain a fair and engaging game economy.
• Develop realtime analytics dashboards: Create clear, interactive reports using Tableau, Power BI, or similar tools to track key performance indicators (KPIs).
• Ensure data accuracy and integrity: Implement validation processes to maintain clean, reliable datasets and troubleshoot discrepancies in analytics.
• Present actionable insights: Translate complex data into clear recommendations for game designers, developers, and marketing teams to align datadriven insights with business goals.
• Work crossfunctionally: Partner with game designers, developers, and marketing teams to ensure datadriven decisionmaking aligns with player engagement strategies.
• Stay ahead of gaming analytics trends: Research industry best practices, new data tools, and emerging trends to enhance Sawhorse’s analytics capabilities.
• Monitor competitor performance: Conduct benchmarking research to understand market positioning and identify opportunities for improvement.

• Qualifications

  A strong candidate for this position should have the following qualities:

  • Proficiency in SQL and database management: Ability to write complex queries, extract insights, and handle large datasets efficiently.
  • Experience with game analytics tools: Familiarity with analytics tracking systems for gaming platforms, preferably Roblox Studio, Luau scripting, and custom event tracking.
  • AB testing and statistical analysis expertise: Understanding of hypothesis testing, experiment design, and interpreting results to drive decisions.
  • Data visualization & reporting: Experience using Tableau, Power BI, or similar tools to create clear, insightful reports and dashboards.
  • Strong understanding of game design principles: Passion for gaming with a deep understanding of player psychology, engagement loops, and monetization mechanics.
  • Experience in liveservice game analytics: Ability to track engagement patterns, optimize player retention strategies, and adapt to evolving gameplay dynamics.
  • Background in game economy balancing: Knowledge of virtual economies, currency sinks, and ingame purchasing behaviors.
  • Ability to translate data into actionable insights: Strong analytical skills with a keen ability to identify trends and recommend improvements in game design and player engagement.
  • Exceptional communication skills: Ability to present complex data findings in a clear, digestible way to both technical and nontechnical teams.
  • Selfstarter with a proactive mindset: Ability to work independently, identify problems, and develop creative datadriven solutions with minimal direction.

  • Nice to Haves

    • Experience with mobile gaming analytics: Knowledge of data tracking and analysis for freetoplay mobile games.
    • Scripting or coding experience: Familiarity with Python, R, or other statistical programming languages for advanced data analysis.
    • Experience working on usergenerated content platforms: Roblox preferred, but experience with UGC gaming platforms is a plus.
    • Knowledge of AI in gaming: Understanding how AI and machine learning can enhance player experiences and game optimization.

    • Benefits

      • Hourly Rate: $30 – $46 (This is a Freelance position and hours may vary)
      • Flexible, remotefriendly role with occasional inoffice collaboration opportunities in Los Angeles.
      • Opportunity to work on cuttingedge gaming projects with a team passionate about interactive entertainment.
      • Collaborate with toptier gaming and entertainment brands.

      • EEO Statement

        Sawhorse Productions is an equal employment opportunity employer. All employees and applicants are evaluated on the basis of their qualifications, consistent with applicable state and federal laws. In addition, Sawhorse Productions will provide reasonable accommodations for qualified individuals with disabilities. Sawhorse Productions will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable state and federal law.