Roblox is looking to shape the future of its creator ecosystem by bringing rigorous analysis, experimentation, and data engineering to strategic areas like asset creation, music, and IP infrastructure. The goal is to drive product strategy and execution through data-informed decision-making.
Requirements
- 4+ years of experience using big data query/processing languages such as SQL, Hive or Spark to transform/manipulate very large datasets
- 2+ years of experience in one or more scripting languages such as Python or R
- 2+ years of experience in statistical modeling and machine learning
- Experience working with ML and Neural Networks tools to enable AI assisted creation.
- Knowledge of Econometric Techniques, Causal ML, and Meta learners for product impact evaluation
Responsibilities
- Design, implement, and analyze A/B experiments and quasi-experimental studies to evaluate the impact of new product features and platform changes.
- Build, maintain, and scale reliable data pipelines and dashboards to ensure accurate and timely visibility into team metrics and platform health.
- Conduct deep-dive analyses on creator behavior, asset usage, and platform dynamics to identify opportunities for product innovation and optimization.
- Leverage econometric techniques and machine learning methods to uncover deeper insights, measure causal impact, and generate strategic recommendations that guide product direction.
- Collaborate cross-functionally with engineering, product, and other data teams to drive alignment on measurement strategy, data definitions, and analytical priorities.
- Communicate complex analytical findings clearly and persuasively to technical and non-technical stakeholders, enabling data-informed decision-making at all levels of the organization.
- Contribute to the design of scalable data and experimentation frameworks that support the growth of Robloxs asset, music, and IP platforms.
Other
- 2+ years of industry experience in analytics
- Partner with product managers and engineering leads to define key success metrics, evaluate tradeoffs, and translate analytical findings into clear, actionable product recommendations.
- Act as a thought partner to leadership, helping to shape team strategy through data-driven insights and a deep understanding of creator workflows.
- 2+ years of industry experience in a leadership role collaborating with cross functional partners
- 4+ years of experience in fast-paced environment or fast growing company, such as the tech sector
