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Research Engineer, Synthetic Data Generation

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Key skills for this role

C++PythonCVPR

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
Drive cross-functional collaborations with partner teams, including but not limited to, Reality Labs Research, simulation, data systems, and Meta Superintelligence Lab
Co-own strategic planning, OKR setting, and roadmap generation for synthetic data and other R&D initiatives
Contribute to recruitment, mentoring, onboarding, and supporting the professional development of ML engineers/scientists, interns, and contractors
Optimize machine learning models for performance, scalability, and maintainability
Collaborate with other engineers and data scientists to develop and deploy machine learning solutions

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
PhD in Computer Science or a related field with published projects in the fields of synthetic data generation, machine learning, deep learning, and/or computer vision
5+ years of technical leadership experience driving medium to large-scale cross-functional R&D projects focused on machine learning and computer vision
Experience implementing computer vision algorithms and deep learning models in C++ and Python, including hands-on work with 3D geometry, image processing, or sensor fusion

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