Roblox is looking to build scalable and secure detection systems to ensure platform safety by understanding users better, specifically focusing on multi-modal age estimation and alternate account detection in an adversarial and complex environment.
Requirements
- solid fundamentals in Computer Vision and classification problems.
- 8+ years of industry experience in Applied ML specifically related to facial identity/safety domain.
- Capable of breaking down product requirements into iterative deliverable stages.
- Experience in launching computer vision models into production.
- Experience with facial recognition and/or deepfake detection is a plus.
- This includes work on liveness detection, age estimation, anti-spoofing, and synthetic media analysis for identity verification and fraud prevention.
- Passion and Experience in anti-abuse / integrity/security domain is a plus.
Responsibilities
- Lead 0-1 secure, efficient, reliable and high precision age estimation product including both facial and behavioral features
- Develop innovative detection approaches in a rapidly evolving landscape.
- Use a data-driven lens to think creatively, strategically, and adversarially to identify opportunities.
- Bring industry best practices and innovative research in computer vision, multi-model data fusion and big data expertise
- Up-level the ML team while also effectively collaborating with software engineers
Other
- MS or PhD degree in Computer Vision, Deep Learning, or a related field.
- Resourceful: You're adaptable in any situation and can always find a path forward.
- Analytical: Excited to investigate large, ambiguous problems, and quantify the problems and the solutions.
- User Oriented: You always start with the needs of the user, whether they are Roblox users or internal engineers before architecting a solution.
- Team Oriented: You lift up your peers and find ways to make the team stronger. You are a sought-after mentor. You foster a culture of technical excellence.
- Mission Oriented: You stay laser-focused on the mission and are versatile, creative, and strategic to achieve it. You think long-term, and find ways to deliver short-term value on the way to get there.
