Research Scientist: Photorealistic Graphics & Vision ML

Eyeline; Los Angeles (CA); Sur place; USD 140 000 - 210 000; Plein temps

Résumé du poste

Eyeline is seeking a highly skilled Research Scientist with expertise in computer vision, computer graphics, and machine learning to push the boundaries of visual storytelling. You will explore high-fidelity image reconstruction, photorealistic synthesis, and production-ready relighting techniques, collaborating with artists and engineers across Eyeline's Labs and Studios.

With Netflix's investment in our pipeline, infrastructure, and workforce, we are pushing the boundaries of what's possible

Qualifications

• Advanced degrees with strong publication record.
• Proven research in graphics and ML for image synthesis.
• Experience collaborating with artists and production teams.

Responsabilités

• Conduct applied research in computer graphics and machine learning for high-fidelity reconstruction and photorealistic image synthesis.
• Develop and evaluate algorithms and pipelines for image/video synthesis, relighting, and material decomposition.
• Lead data acquisition and curation for next-gen ML in VFX.
• Engage with VFX artists and production teams to ground research in production needs.
• Share findings with the research community and present at major conferences.
• Collaborate with engineering, production, and business to productionize research outputs.
• Identify new directions with potential impact on content creation and virtual production.

Connaissances

3D Computer Vision

Computer Graphics

Machine Learning

Image Synthesis

Research in VFX

Collaboration

Communication

Formation

MSc in Computer Graphics / CV / ML

PhD in a relevant field

Outils

Diffusion Models

Gaussian Splatting

Relighting

Pipelines Deployment

Description du poste

Eyeline is seeking a highly skilled Research Scientist with expertise in computer vision, computer graphics, and machine learning to push the boundaries of visual storytelling. You will explore high-fidelity image reconstruction, photorealistic synthesis, and production-ready relighting techniques, collaborating with artists and engineers across Eyeline's Labs and Studios.

With Netflix's investment in our pipeline, infrastructure, and workforce, we are pushing the boundaries of what's possible