Machine Learning Engineer

Position: Machine Learning Engineer - Motion Planning

Location: Haifa, Israel, on-site

Role Description:

Develop and implement deep learning models for autonomous vehicle motion planning, utilizing expert demonstrations. You will design, evaluate, and optimize machine learning models for safe and efficient real-world navigation.

Responsibilities:

• Implement, train, evaluate, and deploy deep learning models for autonomous vehicle motion planning.
• Optimize and test real-time motion planning algorithms.
• Design, conduct, and analyze experiments for both novel approaches and performance improvements.
• Process large datasets, both structured and unstructured.
• Staying up to date with relevant research and projects.

Required Skills and Qualifications:

• Bachelor's degree or higher in Computer Science or other engineering field.
• Strong foundation in machine learning principles and deep learning techniques.
• Familiarity with motion planning algorithms.
• Proficiency in Python and experience with deep learning frameworks such as PyTorch.
• Comfortable working in Linux environment
• Strong problem-solving and analytical skills.
• Ability to quickly learn and adapt to new technologies and research findings.
• Comfortable working with large datasets.
• Excellent communication and teamwork skills.

Preferred Skills and Qualifications:

• Experience with imitation learning or reinforcement learning.
• Experience developing in C++ / CUDA for real-time systems.
• Familiar with the autonomous-vehicle domain.

About Imagry:

Imagry, established as a developer of computer vision solutions, has been working since 2018 on AI-based automotive applications. Imagry has developed a reliable, HD-mapless autonomous driving software solution for passenger vehicles and buses that is currently operating on public roads in the U.S., Germany, Japan, and Israel. Imagry’s system has been selected by Tier-1s and OEMs to support L3 autonomous driving in passenger vehicles, and by PTOs and operational zones to support L4 in M3-class electric buses.

Imagry was awarded Frost & Sullivan’s Enabling Technology Leadership for AV solutions in both 2023 and 2024.

The company has offices in San Jose, CA (HQ) and Haifa, Israel.