Deep-Learning Algorithm Engineer

Who we are:

Autobrains is a fast-growing start-up with a groundbreaking approach to unsupervised learning and signature-based data representation that is set to disrupt the next generation of vehicles and mobility.

At Autobrains, you will face never-ending intellectual challenges as we redefine AI for scalable autonomous platforms and products, with the goal to forever change driving and make the roads a safer place for all. You will work with bright and talented people, in an environment where professional and personal development are a top priority.

Autobrains is backed by top investors and key players in the automotive industry such as Temasek, Toyota, BMW, Continental, Vinfast and Knorr-Bremse, with headquarters at the heart of Tel Aviv.

What you will do:

Autobrains’ L4 R&D group is growing and looking for an experienced Deep-Learning Algorithm Engineer.

In this role, you will work in the advanced-features R&D team developing deep learning based models for autonomous driving.

Responsibilities:

• Stay up to date with the latest AI research papers relevant to autonomous driving.
• Deep-dive into innovative and advanced technologies for autonomous driving.
• Learn about and implement state-of-the-art deep learning models.
• Create POCs and present to key stakeholders (internally and to external business and development partners).
• Develop end-to-end scalable algorithms, from concept to delivery and production.
  
  

• MSc in relevant disciplines (e.g., EE/CS/Applied Math/Physics/Bio Engineering/Computational Biology/etc.)
• Solid understanding of ML algorithms, model evaluation, and validation techniques
• Broad knowledge and experience with vision AI algorithms, analysis tools and methods
• Strong programming skills in Python and experience with PyTorch
• Experience in unsupervised ML algorithms such as clustering – advantage
• Experience in imitation learning – advantage
• Experience in reinforcement learning – advantage