Roblox
Technology
SeniorDataScientist-ConsumerFrontend
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“Senior Data Scientist - Consumer Frontend at Roblox. Skills: Data Science, Machine Learning, Statistical Modeling, Experimentation. Define user experiences. Measure user experiences”
What You'll Achieve.
Define KPIs; Define measurement frameworks
Industry & Context.
First-principles thinking
What They're Looking For.
Must Have
Advanced degree in Statistics, 5+ years industry experience, Proficiency in SQL, Proficiency in Python/R
Nice to Have
PhD preferred, GCP Professional Data Engineer, AWS Data Analytics, Databricks Certified, dbt Certified
What You'll Do.
Define user experiences
Measure user experiences
Quantify navigation efficiency
Quantify information discoverability
Quantify user friction
Develop understanding of user journeys
Develop understanding of navigation behaviors
Develop understanding of user intent
Identify opportunities to improve content discovery
Identify opportunities to improve navigation
Identify opportunities to improve goal accomplishment
Translate insights into product strategy
Translate insights into UX improvements
Establish decision-making frameworks
Help teams understand downstream effects
Balance local optimizations
Leverage experimentation
Leverage causal inference
Leverage statistical modeling
Evaluate platform-wide initiatives
Evaluate cross-surface UX investments
Design measurement approaches
Influence product strategy
Shape user navigation
Shape user interaction
Perform deep-dive analyses
Build scalable measurement frameworks
Enable teams to monitor UX health
Enable teams to identify regressions
Enable teams to uncover opportunities
Enable teams to make data-informed decisions
How You'll Work.
Team & Collaboration
Partner with engineers; Partner with product managers; Partner with designers; Partner with leaders; Cross-functional teams; Adjacent organizations
Communication Scope
Storytelling; Actionable insights
Full Job Description
Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators. At Roblox, we’re building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together, from anywhere in the world, and on any device. We’re on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there. A career at Roblox means you’ll be working to shape the future of human interaction, solving unique technical challenges at scale, and helping to create safer, more civil shared experiences for everyone. WHY DATA SCIENCE & ANALYTICS? The Data Science & Analytics organization's mission is to increase our speed, frequency and acumen of making decisions at scale by instilling a data-influenced approach to building products. We cover a wide area of the data spectrum including analytical data engineering, product analytics, experimentation, causal inference, statistical modeling and machine learning. Aligned and partnering with product groups, we use this vast tool belt to discover new opportunities and unmet use cases, influence and shape the product roadmap and prioritization, build data products and measure the impact on our community of players and developers. WHY CONSUMER FRONTEND? Consumer Frontend’s team mission is to deliver the frontend architecture, components, libraries, navigation patterns, and core UI necessary for a high-quality, performant, intuitive, and observable consumer user experience for gaming and all future use cases. One of the focus areas is UX Excellence through Standardization, where the goal is to maintain a comprehensive library of high-quality components and navigation patterns that ensure a consistent and intuitive experience across all consumer surfaces. As a Data Scientist
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