Senior Machine Learning Engineer (Ads)
Posted Updated
Description
- With Roblox’s daily active users growing at a record pace, we are seeking experienced machine learning engineers who thrive on solving complex challenges and designing scalable, ground breaking solutions
- In this role, you will develop deep learning-based models for performance advertising business
- Your work will lay the foundation to deliver effective performance ads to our users, and more business values to our advertisers
- You will build innovative machine-learning solutions to power ad ranking algorithms, and personalized advertising experiences
- With our ads system still in its early stages, this is a unique opportunity to shape and develop a world-class, ML-driven advertising platform from the ground up
- 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
- You take a creative and strategic approach to solving hard problems. You simplify the complex. You bring in fresh ideas from new places
- You have initiated and facilitated challenging technical decisions across multiple teams and organizations
- While deeply technical, you always start with the needs of the user, whether they are Roblox users or internal engineers
- A BS in Computer Science or a related discipline, advanced degrees are a definite plus
- You have 5+ 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