Principal Machine Learning Engineer, Safety Experience
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Job Location:
San Francisco, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
The Safety Experience organization builds the tools and systems that give Roblox Users and Creators control over their experience and empower moderators to enforce our community standards. These teams focus on education intervention visibility and action.
We focus on:
- Monitoring and influencing user behavior (User Safety)
- Building efficient and scalable moderation platforms (Foundation)
- Providing transparency and education for parents and developers (User Safety)
- Giving users agency in managing their own safety (User Safety)
- Give IP owners the ability to manage their creations on Roblox (Rights & Guidelines)
- Providing users fast and accurate support with the Customer Care Chatbot (Customer Care)
You will:
- Build end-to-end ML systems related to similarity detection and Computer Vision related classification and more
- Drive the evolution of our safety experience 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 teams roadmap and technical direction. Drive execution establish strong technical foundations and mentor junior engineers.
- Partner with AI Systems PM Data and stakeholders across Roblox.
You have:
- 7 year experience in designing and building deep learning solutions to solve computer vision problems. Capable of breaking down product requirements into iterative deliverable stages. Experience in launching computer vision models into production.
- MS or PhD degree in Computer Vision Deep Learning or a related field. You have solid fundamentals in Computer Vision and Deep Learning.
Nice to haves
- Experience in anti-abuse / integrity/security domain is a plus
Required Experience:
Staff IC
Key Skills
- ADAS
- System Design
- Distributed Control Systems
- Technical Writing
- Systems Engineering
- Requirements Management
- OSHA
- Sensors
- Signal Processing
- Microsoft Project
- Budgeting
- Programmable Logic Controllers
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!
