Senior Machine Learning Engineer, Ads
RobloxUser-Generated Content company
San Mateo, United States$259,030 - $311,430 USDSenior
Altimeter Capital
Dragoneer Investment Group
Andreessen Horowitz
Tencent
First Round Capital
Warner Music Group
Data & AINew
About the role
TL;DR
Develop deep learning models for Roblox's performance advertising business.
- •Roblox is seeking experienced machine learning engineers to develop deep learning-based models for its performance advertising business.
- •This role will shape and develop a world-class, ML-driven advertising platform from the ground up.
- •Key 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 improvements.
- •Collaborate with other teams within Roblox to ensure a community-first approach.
- •Balance researching new technologies with practical product integration.
- •Requirements 5+ years of experience designing and building scalable machine learning solutions for production use cases.
- •Experience with transformer-based model training, inference, and product integration is a plus.
- •BS in Computer Science or a related discipline; advanced degrees are a plus.
- •Ability to initiate and facilitate challenging technical decisions across multiple teams.
- •User-centric approach to problem-solving.
Required skills
PythonTensorFlowPyTorchscikit-learnKubernetesDockerAWSGoogle CloudAzureComputer VisionNLP
Domain expertise
adtechgaming
Tech stack
PythonTensorFlowPyTorchscikit-learnKubernetesDockerAWSGoogle CloudAzure