SeniorPrincipal Machine Learning Infrastructure Engineer, Content Safety
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Job Location:
San Mateo, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
5 hours ago
Vacancies:
1 Vacancy
Job Summary
Why Content Safety
Safety and civility are Robloxs top priorities. Our mission is to protect our community by ensuring that all user-generated content on the platform is safe respectful and compliant with our standards. As a Senior/Principal Machine Learning Engineer on the Content Safety team you will be a hands on technical leader responsible for developing cutting edge systems that safeguard the Roblox experience across a diverse set of content types including 3D environments code and images. Youll operate at the scale of billions of engagement hours and address some of the most challenging issues in online safety today.
You Will:
Design build and maintain end to end machine learning systems to detect and remediate problematic or abusive content on Roblox in real time.
Innovate on detection strategies in a rapidly evolving landscape using data-driven approaches to creatively and strategically identify emerging threats.
Shape the teams technical vision by helping define the roadmap establishing foundational architecture and driving key execution milestones.
Mentor and support junior engineers setting strong technical standards and fostering a culture of collaboration and learning.
Collaborate with cross-functional partners including Moderation Operations Product Management Data Science and other stakeholders to deliver impactful community-focused solutions.
Set technical strategy and oversee development of high scale high throughput and reliable infrastructure systems for large-scale real-time inference especially as we scale up both inference qps and model size.
Dig into performance bottlenecks all along the inference stack spanning from model optimizations to infrastructure optimizations.
Stay abreast of industry trends in machine learning and infrastructure to ensure the adoption of leading-edge technologies and practices.
You Have:
- 7 years of experience designing building and deploying large-scale machine learning systems in production environments.
- A proven ability to develop robust scalable solutions for complex ambiguous safety challenges.
- Experience working across modalities such as text images or 3D data is a plus.
- Strong communication skills and a collaborative approach to problem solving.
Required Experience:
Staff IC
Key Skills
- GP
- Maintenance Planning
- ASP.NET
- Food Processing
- Catia
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!
