Back to jobsPh.D. plus 5-10 years of corporate research experience with a degree in Physics, Electrical Engineering, Mathematics, Computer Science.
Very deep understanding and strong record of research in Computer Vision, image analysis, enhancement, compression, and processing technologies.
You are an absolute top expert in AI with a deep and thorough theoretical understanding of the latest state-of the art AI technologies. You have a detailed understanding of all main network architectures, deployment modes, data augmentation and preparation, and theoretical performance analysis of model architectures. Knowledge of NLP and/or multi-modal architectures is highly desired. You have a good understanding of:
Diffusion, autoregressive, or other generative models.
Self-supervised, contrastive learning, auto-encoders
Audio, image, or text applications – Source separation, text-to-speech, music synthesis, image segmentation, image captioning, question answering, language models, etc.
Knowledge of Game environments, graphical processing, consumer products, SoC architectures, embedded software, GPU/CPU implementations, algorithm validation and testing, implementation of ML/AI algorithms.
Demonstrated ability to create fundamentally new, novel (patentable) image processing, enhancement, and rendering technologies.
Strong publication record in major image/video/AI conferences and journals (e.g. NeurIPS, ICLR, ICML, etc.).
Strong track of inventing, developing and productizing video technologies in an industrial research environment.
Ability to envision applications of new technologies in the form of innovative product solutions. Strong innovator.
Highly skilled in C/C++, Python.
Experience in managing, guiding and mentoring younger researchers.
Team-oriented work ethic and interest to work in cross-continental teams.
Strong personal interest in learning, researching, and creating relevant new technologies with high commercial impact.
Excellent communication, collaboration, and presentation skills in English.
