Machine Learning Architect - Engine
San Mateo, CA
Roblox
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!Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators.
At Roblox, we’re building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together, from anywhere in the world, and on any device. We’re on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there.
A career at Roblox means you’ll be working to shape the future of human interaction, solving unique technical challenges at scale, and helping to create safer, more civil shared experiences for everyone.
As a Machine Learning Architect on the Engine team, you will work on creating state of the art AI and ML projects across Roblox to empower creation of experiences for our growing community of users. We are seeking senior architects to drive the vision of machine learning at Roblox, and design core components of our ML operations. We are interested in designing a solution for storing and processing data, training neural networks, and deploying them on the target hardware. Join us in our ambitious and exciting journey!
You Have:
- A strong understanding of deep learning frameworks including PyTorch and Tensorflow, as well as machine learning feature development workflows from training to deployment.
- Experience in shipping ML features in production environments.
- Knowledge in state of the art deep learning network architectures and primitives.
- Strong cross-functional skills, partnering with organization leaders, driving to a conclusion.
- 5+ years in two or more languages (Python, C++, Rust, Lua, Go or JavaScript) and willingness to learn more as needed.
Nice to Have:
- Experience with databases, schema design, and data processing technologies (e.g., Hadoop, Spark, Splunk, etc.)
- Experience with compiler stack development.
- Experience with model optimization techniques like quantization, pruning, neural architecture search.
You Will:
- Interact with ML experts across the company to understand their workflows and requirements to inform the next set of features for the platform.
- Build cross-functional alignment across different teams at Roblox: game-engine, backend and cloud compute, Roblox studio and developer tools, machine learning teams.
- Design seamless workflow from model training to model inference on a mobile device or a server in the cloud.
- Provide leadership and guidance to the junior members of the team.
- Design and implement core components of the machine learning platform.
You’ll Love:
- Industry-leading compensation package
- Excellent medical, dental, and vision coverage
- A rewarding 401k program
- Flexible vacation policy
- Roflex - Flexible and supportive work policy
- Roblox Admin badge for your avatar
- At Roblox HQ:
- Free catered lunches five times a week and several fully stocked kitchens with unlimited snacks
- Onsite fitness center and fitness program credit
- Annual CalTrain Go Pass
Roblox provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
Tags: Architecture Deep Learning Hadoop JavaScript Lua Machine Learning Model inference Model training Python PyTorch Rust Spark Splunk TensorFlow
Perks/benefits: Career development Equity Flex hours Flex vacation Health care Unlimited paid time off
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