Data-Driven Games Analyst

2 weeks ago

Oxford, Oxfordshire, United Kingdom Harnham Full time
Job Description

Role Summary: We are seeking a highly skilled Data-Driven Games Analyst to join our team at Harnham. As a key member of our analytics team, you will be responsible for applying advanced analytics to drive player engagement, optimize game performance, and enhance the overall gaming experience.

Key Responsibilities:

  1. Player Behavior Analysis: Develop and refine models to analyze player behavior, including churn prediction, in-game purchasing patterns, and engagement metrics.
  2. Game Performance Optimization: Contribute to creating and enhancing algorithms that optimize game mechanics, pricing of in-game items, and other revenue-generating aspects.
  3. Model Deployment: Deploy predictive models into production, ensuring that insights are actionable for game designers and developers.
  4. Performance Monitoring and Insights: Develop and maintain queries and visualizations to monitor key game metrics, identifying any performance variability and providing actionable insights for decision-making.
  5. Deep Dive Analysis: Perform in-depth analysis to illuminate player behavior and recommend improvements to enhance the gaming experience.
  6. A/B Testing: Design and assess the results of various split testing experiments to evaluate the impact of new features, pricing changes, and gameplay adjustments on player behavior.
  7. Data Governance and Tools: Support the ongoing development of the studio's data governance practices, BI tools, and technologies, ensuring the integrity and accessibility of data.
  8. Market Awareness: Stay informed about the latest trends in gaming analytics, competitor strategies, and emerging technologies to keep our games competitive and innovative.
  9. Stakeholder Collaboration: Work closely with game designers, product managers, and other stakeholders to translate game objectives into impactful data-driven insights.

Requirements:

  1. Programming and SQL Skills: Proficient in Python or R with strong SQL abilities, particularly in analyzing large-scale gaming data.
  2. Cloud Platform Experience: Experience with cloud-based analytical platforms like Databricks, Snowflake, and Google BigQuery, particularly in gaming analytics contexts.
  3. Commitment to Accuracy: Strong focus on accuracy, attention to detail, and rigor in analysis, ensuring reliable insights that drive game improvements.
  4. Data Governance and Quality: Understanding the importance of data governance and maintaining high data quality standards in gaming data models.
  5. Curiosity and Commercial Insight: Passionate about gaming challenges, with the ability to extract maximum value from data science through effective storytelling, visual support, and efficient workload management using Jira/Confluence.
  6. Hybrid Working Model: We offer a flexible working environment that allows you to balance your work and personal life.
  7. Bonus: You will be eligible for a bonus scheme that rewards your performance and contributions to the team.

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