Senior ML Engineer: 3D Gen Data Pipelines & AI Infra

Showcify, Inc.; Canada (KY); Sur place; USD 212 000 - 295 000; Plein temps

Avantages offerts par ce poste

Equity compensation

Employee benefits

Résumé du poste

Roblox Corporation is seeking a Machine Learning Engineer to lead the data infrastructure powering 3D generative models and large-scale datasets. You will architect and optimize pipelines, collaborate with researchers to scale from prototype to production, and build robust evaluation and inference systems that serve millions of users.

Equity and full benefits are available for this full-time role at our San Mateo headquarters.

Qualifications

• 5+ years of experience as a research-focused data systems engineer.
• Experience building scalable ML data pipelines for large datasets (Petabytes+).
• Proficiency in Python for automation and infra management.

Responsabilités

• Architect and maintain automated pipelines for ingestion, cleaning, and preprocessing of 3D datasets.
• Research and implement synthetic data creation pipelines.
• Collaborate with ML Engineers and Data Scientists to streamline data workflows.
• Build and own evaluation frameworks to benchmark training datasets and models.
• Design high-throughput, low-latency Inference APIs for internal/external use.
• Track state-of-the-art optimizations in generative modeling.
• Implement monitoring and data loading optimizations for GPU efficiency.

Connaissances

Python

Data pipelines

Distributed systems

3D generative models

Leadership

Formation

Bachelor's degree in Computer Science or related field

Outils

C++

Description du poste

Roblox Corporation is seeking a Machine Learning Engineer to lead the data infrastructure powering 3D generative models and large-scale datasets. You will architect and optimize pipelines, collaborate with researchers to scale from prototype to production, and build robust evaluation and inference systems that serve millions of users.

Equity and full benefits are available for this full-time role at our San Mateo headquarters.