Senior Deep Learning Algorithm Developer- L2++ 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.

Responsibilities:

As part of the algorithm team for the next generation of autonomous driving, you will:

• Understand deeply, implement, train, and evaluate recent state-of-the-art algorithms in computer vision (e.g. object detection, semantic segmentation, self-supervised learning, vision transformers) for various domains, including ground-view images and satellite/aerial images.
• Adapt algorithms into robust and scalable production-ready algorithms. Write clean and efficient code, ensuring compatibility with existing systems and frameworks and real-time needs. Take full responsibility for your algorithms end-to-end until deployment on the edge device for production.
• Develop and implement new computer vision algorithms (architectures, loss functions, post processing, training and evaluation methods) that surpass SOTA algorithms and achieve desired performance levels in our domain.

Requirements:

• M.Sc in Computer Science / Electrical Engineering from top-notch universities.
• At least 6 years of hands-on experience in deep learning, computer vision, and machine learning in Python.
• Experience in writing highly optimized, scalable and reliable code. Real-time code for a target hardware - Advantage
• Experience in computer vision, including homography or PnP - Advantage
• Availability for a full-time position from our office HQ in Tel-Aviv.

Attributes:

• Research skills: Ability to conduct independent research, stay up-to-date with the latest advancements in deep learning, and contribute to the development of new algorithms and models. Advantage - Publications in top-tier journals or conferences of computer vision or deep learning.
• Team player: Collaborate with others, clearly communicate your results, and align your work with the team's goals, while maintaining your self-sufficiency.
• Problem-solving skills: Ability to identify problems, evaluate alternatives, and implement effective solutions.
• Adaptability: Openness to learning new techniques, adapting to changing requirements, and embracing new technologies.
• Initiative: Proactive in taking on new challenges, seeking out opportunities to improve processes, and driving results.
• First principle thinker.