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Mathematical Science Occupations
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Job Description
We are seeking a Senior Data Analyst, Performance and Quality to join our dynamic Data, Insights, and Experiences team.
In this pivotal role, you will analyse game performance and quality assurance data to drive insights that enhance the quality of our games.
Your expertise will be instrumental in optimising game technical performance, improving quality standards, and contributing to the overall success of our projects.
You will work closely with cross-functional teams to ensure data-informed decisions are at the forefront of our development process.
Daily Responsibilities
- Analyse game technical performance data to identify performance bottlenecks, optimise resource utilisation in game, all resulting in an enhanced player experience.
- Evaluate quality assurance data to uncover trends, predict potential issues, and contribute to ongoing improvement of our testing processes and pipelines.
- Develop and implement machine learning models to forecast technical performance metrics; include their interplay with player hardware specification and in-game behaviours.
- Collaborate with development and QA teams to translate data insights into actionable recommendations.
- Develop and maintain impactful, user-focused dashboards and reports that effectively communicate data insights, enabling decision-making for diverse stakeholders.
- Actively participate in defining technical performance telemetry to ensure the best coverage of the QA and development teams needs.
- 5+ years of experience in data analysis, specifically with game technical performance and/or quality assurance data, or appropriate equivalent experience.
- Proven expertise in machine learning and strong statistical skills.
- Ability to manage tasks and blockers independently within defined boundaries, ensuring smooth progress on assigned tasks.
- Proficiency in Python and SQL for data processing and analysis.
- Proficiency in data visualisation tools such as Looker BI, or any other industry grade BI tools.
- Excellent problem-solving abilities and attention to detail.
- Strong communication skills, both written and verbal.
- Proficiency in English.
Other relevant qualifications
- Passion for gaming and a deep understanding of player and developer experience.
- Ability to collaborate effectively with both technical and non-technical stakeholders.
- Ability to manage multiple projects simultaneously through effective prioritisation.
- Good understanding of data governance and best practices in data security.
- Experience with columnar databases such as Snowflake/BigQuery/Redshift.
- Awareness of dbt / Dataform (or similar) for initial data transformation and modelling to rapidly iterate on solutions before passing to the data engineering team.
- Familiarity with machine learning models and services.
- Experience with Unreal Engine 5 and familiarity with game development pipelines.