Datagen is seeking a Senior AI Scientist to solve the most challenging algorithmic challenges that the company is facing. The company solves the largest and most challenging problem in modern computer vision — acquiring labelled data at scale — by developing proprietary state-of-the-art technologies for photorealistic simulations of the real world. For this role, we are seeking an experienced scientist capable of leveraging state-of-the-art AI techniques (GANs, contrastive learning, loss landscape visualizations, etc…) to tackle our most challenging AI projects.
In this role, you will:
- Design and implement neural networks interpretations techniques
- Implement GAN/VAE-based 3D content creation
- Build deep learning architectures from scratch to make our data more effective
- Drive key algorithm projects across the whole company
- Contribute your knowledge and experience to the overall algorithmic strategy and roadmap
- Take an impact-driven approach to leverage technology to solve business problems
For this role, you must have:
- 10+ years of academic/industry experience in Computer Vision algorithms
- At least MSc in Computer Science, Electrical Engineering or Math, with PhD preferred
- Experience with both learning-based (deep learning, etc.) and geometric-based (SLAM, Multiple-View Geometry, etc.) approaches to Computer Vision
- Full proficiency with Pytorch (preferred) or Tensorflow and Python
- Ability to independently run open-source research code (use Docker, solve conflicts in libraries, etc.)
- Strong mathematical skills
- A track-record of algorithmic contributions that have translated into real-world impact
Extra preference will be given to candidates with:
- Experience in 3D graphics
- Knowledge of Computational 3D geometry
- The ability to dig deep into neural nets to understand where they fail and why
- Strong software engineering skills (clean code, etc.)
