Roblox is looking to build systems that monitor real-time user interactions, including voice chat, to detect and address problematic content such as profanity, hate speech, and personal information (PII) to ensure the platform remains safe and civil.
Requirements
- Over 7 years of experience in designing and building deep learning solutions for speech and language modeling.
- Capable of breaking down product requirements into iterative deliverable stages.
- Experience in launching computer vision models into production.
Responsibilities
- Build end-to-end ML systems to detect and address problematic voice communication and content on Roblox.
- Drive the evolution of our speech moderation into a scalable, adaptable system that supports dozens of customer teams with unique needs
- Develop innovative detection approaches in a rapidly evolving landscape.
- Use a data-driven lens to think creatively, strategically, and adversarially to identify opportunities.
- Shape the team's roadmap and technical direction.
- Drive execution, establish strong technical foundations, and mentor junior engineers.
- Partner with Moderation Operations, PM, Data, and stakeholders across Roblox.
Other
- MS or PhD degree in Computer Science, Machine Learning, Speech and Language Modeling, 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.
