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Senior Data Scientist - Notifications

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 verticals, we use this extensive toolbelt to discover new opportunities and unmet use cases, influence and shape the product roadmap and prioritization, build data products and measure impact on our community of players and developers.

WHY NOTIFICATIONS?

As a Senior Data Scientist in our Growth group, you will drive growth strategy and insights for Roblox. You will be embedded within a growth team that focuses on two critical areas: notifications products and seamless onboarding experiences for new users. As a part of the notifications team, you will help our users stay connected to the metaverse in a safe and personalized way, as well as offer new resources to our developer community to lead the relevance and distribution of notifications. For new user onboarding, you will deconstruct a product vision into tangible experiments and define key areas of opportunity. You'll also partner closely with fellow data scientists, product managers, and engineers to better understand our players and builders, perform ad hoc analysis, create dashboards, define KPIs, apply models, and design A/B experiments.

You Are:

• Passionate about data. You have the curiosity and self-drive to continuously learn new techniques and tools to extract value from data. You understand when to apply the appropriate methodology to maximize impact.
• A keen and deliberate thinker. You get excited when you encounter a challenging business opportunity with significant upside potential. You bring your data-driven perspectives to drive business decisions.
• A strong communicator. You understand that analysis must be presented meaningfully and engage in spirited discussions about the findings. You can explain technical concepts to a non-technical audience.
• An expert transforming data with SQL and a scripting language such as Python or R. You're experienced in crunching massive volumes of data and developing solutions to solve difficult business problems.

You Will:

• Accelerate product development through your understanding of the underlying data and your ability to partner with product and technical leaders to provide insights that drive growth.
• Guide our notifications and onboarding team with data and insights to make informed strategic decisions
• Access raw data, transform it, analyze it, and render it compellingly--all using a custom analytics tool kit built from state-of-the-art open-source libraries.
• Define key metrics and identify causal levers to inform strategic investments
• Build dashboards to understand root causes of changes in metrics.
• Evaluate A/B experiments to determine success of product feature launches.
• Drive personalized experiences for Roblox through data-driven insights
• Report to a Data Science Manager on our Notifications team

Basic Qualifications:

• 4+ years of industry experience doing quantitative analysis
• 4+ years of experience using big data query/processing languages such as SQL, Hive or Spark to transform/manipulate very large datasets
• 4+ years of experience in one or more scripting languages such as Python or R
• 2+ years of experience in statistical modeling and machine learning
• BA/BS in Computer Science, Applied Math, Physics, Engineering, Statistics, Economics or other technical field

Preferred Qualifications:

• Advanced degree in Computer Science, Applied Math, Physics, Engineering, Statistics, Economics or other technical field
• Exposure to analytics projects that drive growth
• Experience in fast-paced environment or fast growing company
• Ability to communicate analytics results and data storytelling to influence product direction
• Experience in product management or business consulting