Senior Machine Learning Engineer, 3D Data
Roblox · Software Engineering
- Location
- San Mateo, CA, United States
- Metro
- San Francisco Bay Area
- Workplace
- Unspecified
- Level
- Senior
- Type
- Unspecified
- Pay
- $243K–$295K/yr (estimated from posting text)
- Posted
- 5 months ago
- Source
- Greenhouse
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What the posting covers
About the company
Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators. At Roblox, we’re building the tools and…
About the company
In this role, you will partner directly with our AI researchers to advance beyond experimental datasets and into the realm of dynamic, high-fidelity data synthesis and evaluation. You will bridge the gap between research prototypes working locally to scaling…
You will
High-Scale Data Orchestration: Architect and maintain automated pipelines for the ingestion, cleaning, and pre-processing of multi-modal datasets (video, 3D,) spanning petabytes of data Synthetic Data Generation: Leverage image and video generation models to…
You have
8+ years of experience as a research-focused data systems engineer (preferably working with 3D and video foundation models) Expertise in building scalable ML data pipelines for both batch and real-time environments. Experience working with and processing very…
You are
MLOps Experience: Knowledge of experiment tracking (Weights & Biases, MLflow) and versioning for massive datasets. Custom Tooling Development: Experience building internal "human-in-the-loop" tools for data labeling specific to video or 3D. C++ Knowledge:…
Excerpts only. The employer’s page has the complete posting.