Applied Scientist - 3D Vision
Santa Monica, CA 90401
Science – Applied Science /
On-site
“The most talked about AI company in Hollywood”
Flawless is shattering the boundaries of traditional filmmaking with its groundbreaking suite of Gen AI film editing tools. Our mission is to empower filmmakers with cutting-edge technology that allows creativity without compromise, expands storytelling possibilities, and delivers unparalleled visual and emotional experiences.
What we are looking for:
As an Applied Scientist on the 3D Vision team at Flawless you will work with a close-knit, passionate group of world-class researchers and scientists to tackle some of the most challenging problems in deep learning, including 3D reconstruction and monocular facial tracking. Our work in visual dubbing is just the tip of the iceberg, we’re developing countless exciting products based on our cornerstone research. This is an unbelievable opportunity to be on the cutting edge of the generative revolution.
Qualifications
- Minimum Qualifications
- On going MS or Ph.D student in Visual Computing, Computer Vision, Computer Graphics, 3D Vision, or related field industry or research experience with deep learning and computer vision
- Extensive experience with PythonFamiliar with linear algebra, and numerical optimization
- Experience with cloud platforms such as GCP, Azure, or AWS
- Monocular 3D Facial Tracking
- Generative models for face reconstruction
- Experience with machine learning and deep learning and modern 2D and 3D Vision.
- Proficiency in applied research tasks: Maintaining and versioning production code and datasets.
- Creating metrics and benchmarking
- Improving the efficiency of the solution
- Ability to conduct proactive and independent applied research beyond expectations
- Experience with CV tools e.g. OpenCV, scikit, numpy, etc
- Experience with differentiable rendering pipelines, such as PyTorch3D, or Taichi Graphics.
- Familiar with 3DMM and statistical models
- Experience with developing machine and deep learning approaches as well as modern 2D and 3D Vision tools.
- Experience working in collaborative teams comprised of researchers, applied scientists, and platform developers
Preferred Qualifications
- Preferred Qualifications
- MS (with experience) or Ph.D. in Computer Vision, Computer Graphics, 3D Vision, or related field
- Experience developing tools or solutions at scale for multi-modal or audio-driven visual systems in AR/VR or VFX
- Experience with C++ or CUDA
- Familiarity with Transformer, CNN, and GAN architectures
- Published work in top-tier CV and Graphics conferences e.g. ICCV, CVPR, Siggraph
$160,000 - $210,000 a year
Flawless is proud to emphasize an equal opportunity, safe environment for people to do their best work. We are committed to providing equal employment opportunities regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.
