Senior Machine Learning Engineer - Economy
San Mateo, CA, United States
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.
The Economy group is responsible for multiple initiatives and products to support a robust economy inside of Roblox. We are starting a brand new team to focus on a wide range of machine learning problems across Economy including:
- Avatar Marketplace Search and Recommendations
- Content Moderation and Content Quality for 2D and 3D items
- Ad Targeting and Prediction
- Billing Fraud Detection
You Are:
- Battle ready: BS, MS or Ph.D. in computer science, engineering, mathematics, machine learning, (computational) physics or statistics.
- Experienced: 5+ years experience with one or more of the following areas: recommendation, search, ad prediction or targeting, fraud detection or similar ML-focused products.
- Knowledgeable: Experience building and working on end-to-end ML systems, including data analysis, ML modeling and data pipelines.
- You enjoy working with and leading engineers, love to earn their respect and can help them to accomplish the impossible.
- Creative: You take a creative and strategic approach to solving hard people and technical problems. You engage well with Product and can navigate an organization to guide clarity and effect.
You Will:
- Work with product engineers and infra engineers to build, deploy, maintain and monitor high-scale ML solutions.
- Work with the cross-functional teams on defining the roadmap and lead the project execution.
- Build and deliver complex technical projects from the planning stage through execution.
- Define, develop, and implement engineering best practices and strategies.
- Mentor junior engineers and help build out a world class ML team.
- Ensure that our systems are scalable, reliable, and extensible.
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: Computer Science Data analysis Data pipelines Engineering Machine Learning Mathematics Physics Pipelines Statistics
Perks/benefits: Career development Equity Flex hours Flex vacation Health care Unlimited paid time off
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