Artificial Intelligence Researcher

An AI Based Automotive Robotic Startup in TLV are looking for a talented and motivated AI Researcher

Responsibilities

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

Requirements - does this describe you?

MSc/PhD in Computer Science or Electrical Engineering with 5+ years of experience

Solid background in Machine Learning algorithms in the domain of autonomous systems, with proven experience in RL-based development

Proficiency in Python programming, experience working with relevant deep learning and Computer Vision libraries (Pytorch/TensorFlow, SciPy, OpenCV)

Proven experience with production-level designing and implementation of SOTA algorithms

Advantages:

C++ programming

Experience in conversion and optimizing trained models to accelerate inference environments within embedded HW (TensorRT, Jetson, etc.)

Experience with working in simulative environments and dealing with Sim2Real challenges