Senior Machine Learning Engineer, GenAI Data
RobloxUser-Generated Content company
San Mateo, United States$243,290 - $295,250 USDSenior
Altimeter Capital
Dragoneer Investment Group
Andreessen Horowitz
Tencent
First Round Capital
Warner Music Group
Data & AINew
About the role
TL;DR
Senior ML Engineer to build data infrastructure for GenAI models.
- •As a Senior Software Engineer on the Foundation AI organization, you will be the architect of the data flywheel that makes VideoGen and 3DGen possible.
- •You will bridge the gap between research prototypes and scaling for millions of users.
- •Key Responsibilities Architect and maintain automated pipelines for multi-modal datasets (video, 3D) spanning petabytes of data.
- •Leverage image and video generation models to scale multi-modal synthetic datasets.
- •Create training data for research experiments and implement synthetic data creation pipelines.
- •Build and own evaluation frameworks for training datasets and foundation models.
- •Design and optimize high-throughput, low-latency Inference APIs.
- •Requirements 8+ years of experience as a research-focused data systems engineer, preferably with 3D and video foundation models.
- •Expertise in building scalable ML data pipelines for batch and real-time environments, processing petabytes of data.
- •Proficiency in Python for automation, tooling, and infrastructure management.
- •Experience with cloud data platforms and distributed processing technologies (e.g., Spark, Ray, Kubeflow, S3).
- •Passion for generative AI, particularly in creative domains like 3D/4D content.
Required skills
PythonSparkKubeflowS3MLflowC++GitLinux
Nice-to-have skills
MLflow
Domain expertise
gamingai
Tech stack
PythonSparkKubeflowS3MLflowC++GitLinux