Principal Machine Learning Infrastructure Engineer, Ads & Discovery
RobloxUser-Generated Content company
San Mateo, United States$295,250 - $345,040 USDLead
Altimeter Capital
Dragoneer Investment Group
Andreessen Horowitz
Tencent
First Round Capital
Warner Music Group
Data & AINew
About the role
TL;DR
Builds and leads scalable ML infrastructure for ads and discovery systems.
- •Roblox is building large-scale ads machine learning infrastructure to deliver more value to users and advertisers.
- •This role will focus on building scalable, reliable, and high-performance infrastructure for ML systems across the organization.
- •Key Responsibilities Co-design models and systems at the intersection of model architecture and ML infrastructure.
- •Investigate model, data, and systems tradeoffs end to end, from data pipelines to low-latency inference.
- •Lead strategic planning and roadmap execution of scalable production-ready ML systems.
- •Own the architecture and establish engineering best practices for ML infrastructure.
- •Work closely with data scientists, ML engineers, and product stakeholders to design and implement robust ML platforms.
- •Requirements 5+ years of experience designing, building, and deploying large-scale machine learning systems in production environments. 3+ years of experience tech leading ML infrastructure engineers.
- •Strong communication skills and a collaborative approach to problem solving.
- •BS, MS, or Ph.D. in Computer Science, Engineering, or equivalent experience.
Required skills
LLMsKubernetesAWSGoogle CloudAzurePythonTensorFlowPyTorchscikit-learn
Domain expertise
adtechgaming
Benefits & perks
equity compensation, benefits
Tech stack
PythonTensorFlowPyTorchscikit-learnLLMsKubernetesAWSGoogle CloudAzure