Deep Learning Algorithm Engineer - L4 Group

Description

Autobrains, a leading AI Company in the Automotive Industry, is expanding! Following recent major design wins with leading global OEMs, we're scaling up our operations and innovation efforts. This is your chance to be part of a groundbreaking company at the forefront of automotive safety and intelligence.

We are looking for passionate individuals who want to make a real impact, working on state-of-the-art AI solutions that save lives and transform the driving experience. Join us in shaping the next generation of automotive technology.

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.

Requirements

• 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