Senior Scientist, Ads Systems
San Mateo, CA - USA
Job Summary
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 were 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. Were 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 youll 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.
The Data Science & Analytics organizations mission is to increase our speed frequency and acumen of our business decisions and to empower and scale product innovations. We cover a wide area of the data spectrum including analytical data engineering product analytics experimentation causal inference statistical modeling economics 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 / incrementality on our community of players developers and advertisers.
Advertising at Roblox is new facing critical scale effectiveness and implementation challenges while operating in our civility and user focused experiences. As a new strategic area work will be innovative and impactful. Scientific rigor will be critical in success as we organize our data model design principled measurement systems and architect the future of incrementality measurement and actioning to enable our communities.
In this role you will contribute to the new Ads Science team within the broader Economy DSA team collaborating with engineers and product managers to innovate our advertising systems and operations. Work will include data pipeline design and ownership modeling for ad delivery and targeting modeling for user segmentation / experimentation and experimental design and analysis. We are early in this multi-year journey and seek a dedicated and passionate scientist to help design this vision and execute the innovation to achieve it.
- Design and lead offline model evaluation end-to-end (pipelines frameworks analysis).
- Contribute to ads ML feature and model improvements collaborating with engineering to put these in production.
- Build offline evaluation and simulation models for our ads marketplace.
- Accelerate product development through your understanding of the underlying data and your ability to partner with product and technical leaders to provide insights.
- Lead experimental design and analysis for your ads domain.
- Design science roadmaps and experimentation agendas to determine success of product feature launches.
- Domain experience in digital ads systems including ownership of critical analytic or production pipelines.
- 4 years of industry or academic experience in data science economics analytics or machine learning engineering.
- Expertise in data transformation and programming and proficiency in developing data pipelines through use of Spark Hive and Airflow.
- Experience with auctions and experimentation in market settings.
- Graduate education in a technical field (preferred: rigorous applied training including a graduate degree in economics statistics bioinformatics cognitive science physics or similar).
- Candid on relative opportunities for impact and evidence-seeking to update beliefs.
- Passionate about Robloxs mission to connect a billion people every day with optimism and civility including through increasing earnings for our creator community.
- A strong communicator. You understand that analysis must be presented in meaningful ways and lead spirited discussions about the findings. You can explain technical concepts to non-technical audiences and discuss appropriate tradeoffs.
- Effective in a collaborative work environment with a track record of simplifying complex and ambiguous problems.
Required Experience:
Senior IC
About Company
Roblox is the ultimate virtual universe that lets you create, share experiences with friends, and be anything you can imagine. Join millions of people and discover an infinite variety of immersive experiences created by a global community!