Search jobs > San Mateo, CA > Principal machine learning

Principal Machine Learning Engineer - Personalization.

Games Jobs Direct
San Mateo, United States
Permanent
Full-time

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 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 / Senior Machine Learning Engineer, you'll be building deep learning based user understanding, content understanding, and content generation models on the Personalization 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 search and discovery problems at high scale.

This is fundamental to how we personalize the search experience to drive engagement and retention for Roblox users. Our search and discovery systems suggest all experiences that the users see and play with across all surfaces.

In the future, our system also auto generates summaries, images, or videos from the experience content. With daily active users growing at a record rate, we are looking for experienced machine learning engineers who are passionate about designing and building advanced ML solutions to power Roblox's Search and Discovery.

You Will :

  • Design and implement the machine learning solutions that power the visual and text based search and discovery system to drive Roblox content distribution.
  • Design and implement LLMs for visual understanding and natural language understanding.
  • Design and implement generative models to generate text, images, or videos.
  • Author specs for new features and improvement.
  • Collaborate with other teams within Roblox to make sure we are building products with community first mindset.
  • Balance researching new technologies with a practical approach to accomplish the research efforts into the Roblox products.
  • Communicate with the industry and communities where applicable and be ambassador for Roblox.

You Have :

6+ years of experience designing and building scalable machine learning and search solutions that provide recommendations to millions or billions of users.

Break down product requirements into iterative deliverable stages.

  • A BS or MS in Computer Science or a related discipline, Advanced degree are a definite plus.
  • Initiated and facilitated challenging technical decisions across multiple teams and organizations.

You Are :

Battle Ready : You have 7+ (for principal) or 4+ (for senior) years of experience designing and building scalable machine learning solutions to solve NLU use cases.

Experienced with transformer based model training, inference, and product integration. Break down product requirements into iterative deliverable stages.

  • A Leader : You have initiated and facilitated challenging technical decisions across multiple teams and organizations.
  • 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. You bring in fresh ideas from new places.

For roles that are based at our headquarters in San Mateo, CA : The starting base pay for this position is as shown below.

The actual base pay is dependent upon a variety of job-related factors such as professional background, training, work experience, location, business needs and market demand.

Therefore, in some circumstances, the actual salary could fall outside of this expected range. This pay range is subject to change and may be modified in the future.

All full-time employees are also eligible for equity compensation and for benefits.

Annual Salary Range

$283,780-$331,640 USD

Roles that are based in our San Mateo, CA Headquarters are in-office Tuesday, Wednesday, and Thursday, with optional in-office on Monday and Friday (unless otherwise noted).

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.

30+ days ago
Related jobs
Promoted
Robotics Technologies LLC
San Francisco, California

If you are a Machine Learning Sr Software Engineer with experience, please read on! Immediately hiring an experienced Machine Learning professional. Machine Learning Sr Software Engineer. Hibernate, SaaS, Machine Learning, Python, Application. The Machine Learning team builds mathematical and behavi...

Promoted
Patreon
San Francisco, California

We’re continuing to invest heavily in building the most talented team in the Creator Economy and are looking for a Machine Learning Engineer to support our mission. Collaborate with cross-functional partners, such as product, engineering, design, legal, and trust and safety to design effective machi...

Promoted
Optum
Hayward, California
Remote

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives.The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best.Here, you ...

Promoted
Robotics Technologies LLC
San Francisco, California

Machine learning is a critical tool in this effort, and as a member of the software engineering team, you will work on building, optimizing, and supporting these machine learning systems both offline and real time. Software Engineer - Machine Learning. Strong proficiency writing production-quality c...

Promoted
myGwork - LGBTQ+ professionals & allies
San Francisco, California

Senior Staff Machine Learning EngineerWhat We Do. At Max, the Growth Engineering team comprises ML engineers, data scientists, and software engineers. Coordinate the work of applied scientists and machine learning engineers providing research guidance and mentorship. Machine Learning and Personaliza...

Promoted
Niantic, Inc.
San Francisco, California

Niantic’s Engineering Team seeks a Senior Software Engineer specialized in Machine Learning Engineering to build machine learning models and systems that create innovative user experiences with the emerging machine technologies. Build and maintain scalable systems and applications to productionize m...

Promoted
Cruise
San Francisco, California

We are looking for a Machine Learning Engineer in Perception. Be able to run and retrain Cruise perception machine learning models and evaluate model performance (PR, other metrics). PhD in machine learning or computer science. Champion of the highest quality in engineering, crafting solutions and n...

Snap Inc.
Palo Alto, California

We’re looking for a Principal Machine Learning, ML Training Platform to join Snap Inc!. Design, implement, and scale critical machine learning components and services to support Snap's most strategic initiatives. Build a next-generation training framework that can support large-scale model training,...

Onward Search
San Francisco, California

Machine Learning Engineer Responsibilities:. Machine Learning Engineer Skills Must Haves:. In-depth understanding of machine learning techniques and concepts, including supervised and unsupervised learning, and practical experience with DNNs in scikit-learn and PyTorch. Join us to leverage the power...

Supernormal
San Francisco, California
Remote

Machine learning engineers at Supernormal build the AI that superpowers the core product experience for people’s meetings including transcription, note generation, and task automation. Building and shipping custom machine learning models to augment the AI stack, including improving transcript qualit...