Sr 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 Rights Manager team and the Content Suitability team that are part of our Safety Experience are looking to hire a Sr Machine Learning Engineer for their respective teams.
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:
- Work on implementation of machine learning solutions for safety-related systems
- Help to foster a culture of technical excellence and inclusivity
- Break down long-term product requirements into iterative deliverable stages ensuring continuous improvement
- Craft and build large-scale machine learning models with billions of parameters ensuring production-readiness
- Facilitate challenging technical decisions demonstrating empathy and finding common understanding
- Collaborate with cross-functional teams to execute on ML-based problems
You have:
- MS or PhD degree 2 years of experience in Computer Vision Deep Learning or a related field. You have solid fundamentals in Computer Vision and Deep Learning.
- Experience with the full ML lifecycle including training deployment and continuous monitoring.
- Experience with similarity detection and/or digital watermarking. This includes work on developing and re-training embedding models including multi-modal models
- Strong coding skills with proficiency in one or more programming languages and experience with building large-scale systems
You are:
- Experienced in the safety integrity or content moderation domain.
- Familiar with large-scale content understanding problems (e.g. text image video classification).
- Experienced with cloud-based ML platforms and infrastructure.
Required Experience:
Senior 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!
