AI Researcher

We are looking for a passionate AI Researcher to lead end-to-end of research and development of our proprietary machine learning-based algorithms for off-road autonomous vehicles. Experimenting, designing a solution, leading a POC, implementing the training pipeline and providing an optimized, production ready AI based solution.

Responsibilities - what you will be doing:
Conduct applied research in multi-modal domains to enhance our autonomous capabilities. Specifically, you will be applying SOTA Machine Learning and Reinforcement Learning techniques for tasks of perception, navigation, and planning This multi-modality includes the full sensory-stack of our vehicles (lidar, cameras, localization sensors, etc.).
Implement pipelines to achieve robust production level models from simulative and real data preparation, through implementing tailor-made networks or adapting and modifying existing networks, optimizing learning parameters and evaluating performance.
Deploy trained models to accelerated inference environments using various optimization and quantization techniques.
Take a meaningful part in designing and implementing our Machine Learning infrastructure, frameworks, and evaluation tools.