Senior Machine Learning Engineer - Search
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 Principal Machine Learning Engineer - Search, you'll build machine learning based search solutions on the Search & Discovery team. The mission of the team is to connect a billion users with the best connections and content at the right time, covering an extremely diverse range of recommendations and search problems at high scale. This is fundamental to how we personalize the experience to increase engagement and retention for Roblox users. Our Search systems suggest the relevant experiences the users want to see and engage across all surfaces. With daily active users growing at a record rate, we are looking for experienced machine learning engineers who are passionate about designing and building machine learning solutions to power our Search systems. You will report to the Senior Engineering Manager of Search & Discovery.
You Will:
- Design and implement Machine Learning solutions that power the search systems driving Roblox content distribution
- Help the team solve problems to understand search queries from users across the world by adapting state of the art NLP approaches
- Collaborate with Product and Engineering teams to apply the ML techniques in best possible way to make sure we are building products with a community first mindset
- Balance researching new technologies with a practical approach to incorporating the research efforts into the Roblox products
- Communicate with the industry and communities where applicable and be an ambassador for Roblox
You Are:
- A Bachelor, Master or a Phd graduate in Computer Science, Machine Learning or related discipline
- Good with Computer Science fundamentals - Core Data Structures and Algorithms
- Battle Ready: You have 5+ years of experience designing and building scalable machine learning and search solutions that serve content to millions or billions of users
- Have strong theoretical background in Information Retrieval, Core Machine learning, Natural Language Processing and Deep learning concepts and techniques
- Experienced in solving Information Retrieval, Natural Language processing and Machine learning problems at scale
- Proficient with PyTorch or TensorFlow or any other Deep learning frameworks in building ML solutions
- A Leader: You have initiated and facilitated challenging technical decisions across multiple teams and organizations. Interested in keeping up to date with the cutting edge NLP approaches and would like to adapt those novel solutions to user facing problems at scale
- User oriented: While deeply technical, you always start with the needs of the user, whether they are Roblox users or internal engineers.
- Creative: You take a creative and strategic approach to solving hard problems. You simplify the complex problem into solvable sub problems. You bring in fresh ideas from new places.
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 Deep Learning Engineering Machine Learning NLP PhD PyTorch Research TensorFlow
Perks/benefits: Career development Equity Flex hours Flex vacation Health care Lunch / meals Unlimited paid time off
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