Senior Data Scientist - Machine Intelligence (creator Services)

Roblox Roblox · Consumer · San Mateo, CA · Data Science

Senior Data Scientist on the Creator Services team at Roblox, focusing on Machine Intelligence. This role involves bridging engineering infrastructure and ML applications, transforming unstructured data (text, images, video) into actionable insights and user-facing products. The position is a "zero-to-one" environment, requiring the creation of new data formats and analytical frameworks to drive creator success and platform sustainability through ML. Responsibilities include leading ML-driven transformation, modeling unstructured data, owning data workflows end-to-end, designing causal frameworks for experiments, and translating technical wins into business value.

What you'd actually do

  1. Lead ML-Driven Transformation: Act as the lead data partner to engineering and product leadership, shaping roadmaps for ML products by translating technical approaches into interpretable, movable metrics.
  2. Model Unstructured Data: Develop sophisticated ML models for unstructured data—including text, images, and video—to improve product measurement and external user experiences.
  3. Own data workflows end-to-end: Drive work from ideation through data collection, pipeline development, and modeling, to produce outputs that inform leadership decisionmaking.
  4. Design Causal Frameworks: Design complex experiments to quantify the impact of foundational service updates and AI-driven features on the broader Roblox ecosystem.
  5. Translate Technical Wins into Business Value: Bridge the gap between deep-tier engineering metrics and high-level business impact. Own the narrative that helps stakeholders understand how service improvement drives creator success and platform sustainability.

Skills

Required

  • ML modeling on unstructured data (text, images, video)
  • statistics
  • A/B testing
  • causal inference
  • NLP knowledge
  • grasp complex system architectures, data flows, and high-throughput schemas

Nice to have

  • BS, MSc, or PhD in Computer Science, Statistics, Applied Math, or a related quantitative field
  • strategic influence
  • comfort with ambiguity

What the JD emphasized

  • no standard data formats exist

Other signals

  • Develop sophisticated ML models for unstructured data—including text, images, and video
  • Drive work from ideation through data collection, pipeline development, and modeling
  • Design complex experiments to quantify the impact of foundational service updates and AI-driven features