Research Scientist Audio-3D Vision

JumpSmart Talentabout 1 month ago
Los Angeles, CA, United States
Remote
Full-time
Junior Level (1-3 years)

Job Description

Our Client:

Our client is an award-winning film technology company pioneering the generative AI revolution in filmmaking. Solving some of the biggest problems filmmakers face by empowering them with groundbreaking AI-powered post-production tools, allowing on-screen dialogue to be visually changed without the need to reshoot or go back to set. The world’s first system has won multiple awards including TIME Best Inventions.

We are looking for a Research Scientist - Audio 3D Vision

You will be working in an environment based on trust, autonomy and collaboration, and this is a great opportunity for someone who wants to be part of a growing company in its most exciting stage of development. You can play a part in shaping the future of a company that’s caring, creative and collaborative.

As a Research Scientist on the science team at Flawless, you will work with and lead a close-knit, passionate group of world-class individuals tackling some of the most challenging problems in deep learning, including Audio-driven 3D facial animation, GAN models for visual speech synthesis, speech-based modeling, multi-modal fusion for audio-visual learning, and a lot more.

Our work in automated visual translation is just the beginning, we’re developing countless exciting products based on the application of our proprietary, cornerstone research.

Qualifications

  • Minimum Qualifications:
  • Ph.D. or Postdoctoral researcher in 3D Computer Vision, Speech Synthesis, Computer Graphics, or related field
  • Demonstrable research experience with a strong publication record in major 3D Computer Vision, Speech Processing, and Computer Graphics venues and journals like CVPR, SIGGRAPH, or NeurIPS
  • 6+ years of experience in Python with proficiency in deep learning frameworks such as PyTorch or Tensorflow
  • High degree of proficiency in math and statistical methods for signal processing
  • Experience with to audio-visual learning, multimodal fusion, and/or 3D audio-driven face animation
  • Outstanding communication skills to collaborate in a team with Scientist, Research/ML Engineers and VFX artists.

Preferred Qualifications:

  • Experience with speech modeling and speed synthesis with deep neural networks
  • Generative and cross-domain attention models for 3D visual speech synthesis applications

Benefits

  • Autonomy - You'll own your work from start to finish
  • Influence - You'll impact major research decisions
  • Publication - You’ll be encouraged to publish your work
  • Learning - You’ll push the state-of-the-art with the best in the world
  • Impact - Your input genuinely matters
  • The annual salary range for this role is: $200,000 – $275,000
  • Stock Options
  • Comprehensive medical, dental, and vision insurance
  • 401(k) plan

Employment Type:

FULL_TIME

Required Skills

Audio-Visual Learning
TensorFlow
3D Computer Vision
PyTorch
Python
Multimodal Fusion
Speech Synthesis
Signal Processing
3D Audio-Driven Face Animation
Computer Graphics
Statistical Methods
Deep Learning