Research Engineer, Synthetic Data Generation

Meta; Burlingame (CA); Presencial; USD 180.000 - 280.000; Jornada completa

Descripción de la vacante

Meta Reality Labs seeks a lead computer vision engineer in Burlingame, CA to drive synthetic data generation and simulation for AR/VR products, including the Quest line. You will collaborate with software, ML, simulation, and AI teams to develop image synthesis techniques and ML models for Meta AR/VR devices.

The role emphasizes hands-on development with deep generative models, computer graphics, and physics-based simulation, plus technical leadership across CV/ML solutions for AR/VR system

Formación

• Proficiency in computer vision and ML techniques for image synthesis.
• Experience with generative models and synthetic data pipelines.
• Ability to collaborate across software, ML, and hardware teams.

Responsabilidades

• Explore, innovate, and leverage novel technologies to improve realism, diversity, and generalizability of image synthesis.
• Conditional image generation based on metadata, text categories, image masks, or multiple input modalities.
• Hands-on contributor to synthetic image generation using deep generative models, computer graphics, or physics-based simulation.
• Tech lead for development and launch of CV/ML solutions for generating and synthesizing images used in training AR/VR models and system design.

Conocimientos

Computer Vision

Synthetic Data

Deep Generative Models

AI-based Image Generation

Image Synthesis

Cross-functional collaboration

Herramientas

PyTorch

TensorFlow

Descripción del empleo

# Research Engineer, Synthetic Data GenerationBurlingame, CA Artificial Intelligence+ 1 moreApply nowMeta Reality Labs is looking for a lead computer vision engineer to drive synthetic data generation and simulation for our AR/VR products, including the Quest line. This role will contribute to the creation of next-generation AR/VR interaction technologies in a cross-functional team of software, infra, computer vision, machine learning, simulation, and AI image generation engineers. This role will leverage expertise in computer vision, synthetic data, and AI-based image generation to contribute to ML models shipped in Meta AR/VR products. This role collaborates with cross-functional teams on image simulation, core AI, computer graphics, machine vision research, and HW design.The immediate team for this role is composed of Computer Vision, Machine Learning and Software Engineers. We work cross-functionally with teams across multiple disciplines, such as simulation, AR/VR optics, Reality Labs Research, silicon, and sensors, to design and develop novel ML solutions tailored for the requirements and constraints of each particular device.---## Research Engineer, Synthetic Data Generation Responsibilities* Explore, innovate, and leverage novel technologies, from internal and external publications, to improve the realism, diversity, controllability, and generalizability of image synthesis, including techniques to enhance appearance and geometric realism, conditional image generation based on specific conditions or constraints, such as metadata, text-based categories, image masks, or multiple input modalities, and controllable image generation with manipulation of specific attributes like style and appearance* Hands-on contribution to synthetic image generation using deep generative models, computer graphics, or physics-based simulation* Tech lead for development and launch of CV/ML solutions for generating and synthesizing images used in the training of AR/VR models and system design