About the job
As a Senior Machine Learning Engineer within the Account Identity team, you will be instrumental in developing our in-house Facial Age Estimation product and centralizing age assurance controls. If you are passionate about solving complex, high-impact problems in an adversarial landscape, this is the team for you.
Responsibilities
Build high-precision facial age estimation and real-time liveness checks to ensure a safe user identity system.
Develop and implement deepfake detection and 3D facial embeddings to defend against fraud and identity spoofing.
Qualifications
Minimum
Possessing or pursuing a PhD in computer science, engineering, or a related field, with a thesis aligned to Roblox’s research areas.
Expertise in one or more areas: computer vision, facial recognition, deepfake detection, fraud detection.
Strong coding skills with proficiency in one or more programming languages and experience with building large-scale systems
Experience working with large-scale data logs and tools like Spark and SQL to extract meaningful behavioral features.
The ability to build and productionize end-to-end ML development life cycles, including data engineering and scoring algorithms.
Preferred
No preferred qualifications listed.