Roblox is seeking to develop deep learning-based models for performance advertising business to deliver effective performance ads to users and more business values to advertisers
Requirements
- 3+ years of experience designing and building scalable machine learning solutions to solve real-world production use cases
- Experienced with transformer based model training, inference, and product integration are a plus
- BS in Computer Science or a related discipline, advanced degrees are a definite plus
Responsibilities
- Drive the design and implementation of machine learning solutions for ad ranking algorithms
- Design and implement large scale recommendation models
- Author specs for new features and improvement
- Collaborate with other teams within Roblox to make sure we are building products with a community first approach
- 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
Other
- A BS in Computer Science or a related discipline, advanced degrees are a definite plus
- While deeply technical, you always start with the needs of the user, whether they are Roblox users or internal engineers
- You take a creative and strategic approach to solving hard problems
- Roles that are based in an office are onsite Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday
- Roblox provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type
