Applied Scientist - Neural Rendering/Compositing
"Flawless, a prominent AI company in Hollywood, is revolutionizing the filmmaking industry with its innovative suite of Gen AI film editing tools. We are dedicated to empowering filmmakers with advanced technology that fosters creativity, expands storytelling capabilities, and delivers exceptional visual and emotional experiences. Flawless is currently seeking an Applied Scientist specializing in Neural Rendering/Compositing. In this role, you will be part of a collaborative and autonomous environment within a growing company at an exciting stage of development. This opportunity allows you to contribute to shaping the future of a caring, creative, and collaborative company.
As an Applied Scientist in Flawless's neural rendering and compositing team, you will collaborate with a passionate team of top-tier researchers addressing complex challenges in Deep Learning, such as multi-modal image synthesis and audio-visual data fusion. Our focus on automated visual translation is just the beginning as we are developing numerous innovative products based on our groundbreaking research. This role offers a remarkable chance to join a team at the forefront of the generative AI revolution.
Minimum Qualifications
- MS or Ph.D. in Visual Computing, Computer Vision, or related field
- Hands-on experience with neural rendering related to human digitization
- 3+ years of industry or research experience in deep learning and computer vision, with expertise in Computational Photography (e.g., inpainting, blur, color-space-based modeling, etc.)
- Proficiency in domain adaptation techniques for image face synthesis, editing, and restoration
- Knowledge of unsupervised, self-supervised, few/zero-shot learning applied to image synthesis/editing/restoration challenges
- Familiarity with 3D Computer Vision problems, such as 3D reconstruction & modeling
- 3+ years of Python experience with competence in deep learning frameworks like PyTorch or Tensorflow
Preferred Qualifications
- Proficiency in generative models like GAN and diffusion models, preferably for human synthesis
- Expertise in volumetric neural rendering, such as NeRFs and Gaussian Splatting
- Experience with differentiable rendering frameworks like Pytorch3D, Mitsuba, etc.
- Publications in esteemed venues like Siggraph, Eurographics, ICCV, CVPR, ECCV, etc.
The salary range for this position is $160,000 to $200,000 per year. Flawless is dedicated to creating an equal opportunity and safe working environment where individuals can excel. We are committed to providing fair employment opportunities regardless of race, color, religion, sex, national origin, age, sexual orientation, citizenship, disability, gender identity, or Veteran status. We also consider qualified applicants irrespective of criminal histories, in accordance with legal requirements."