Head Of Algorithm

Autobrains is a cutting-edge automotive technology company dedicated to advancing autonomous driving through the development of advanced computer vision solutions. We are seeking a highly skilled and experienced Neural Network Architect to join our computer vision team and help us drive innovation in this exciting field.

As a Principal Deep Learning Engineer & Team Lead at Autobrains, you will be responsible for designing and implementing state-of-the-art deep learning algorithms that support our vision-based projects. You will collaborate with cross-functional teams to solve complex computer vision challenges and deliver high-quality solutions. Additionally, you will analyze and optimize neural network architectures for speed, accuracy, and robustness, and stay up-to-date with the latest research in the field to bring new ideas and techniques to the team. Your role will also include mentoring junior team members and contributing to the growth of the team's skills and capabilities.

The ideal candidate should have a strong background in deep learning, machine learning, and programming, with a proven track record of developing and deploying successful deep learning models.

Responsibilities

• Develop and implement state-of-the-art deep learning algorithms for computer vision applications in the automotive industry.
• Collaborate with cross-functional teams to solve complex computer vision challenges and deliver high-quality solutions.
• Analyze and optimize neural network and SOC architectures for speed, accuracy, and robustness.
• Stay up-to-date with the latest research in the field and bring new ideas and techniques to the team.
• Mentor team members and contribute to the growth of the team's skills and capabilities.
• Work with co-architect on creating new NN from scratch and leading the team technologically

Requirements

• PhD or Master's degree in Computer Science, Electrical Engineering, or a related field.
• 8 years experience in developing CNN from scratch.
• Extensive experience with deep learning and computer vision, including hands-on experience with popular deep learning frameworks such as TensorFlow, PyTorch.
• Strong knowledge of computer vision techniques, including object detection, semantic segmentation.
• Excellent communication and interpersonal skills, with the ability to work effectively with cross-functional teams.
• A track record of delivering high-quality deep learning solutions and publishing research in top-tier conferences and journals.

Attributes

• Innovative: We are seeking a candidate who is innovative and enjoys tackling challenging problems, coming up with creative solutions, and staying up-to-date with the latest research in the field.
• Collaborative: excellent communication and interpersonal skills, with the ability to work effectively with cross-functional teams and contribute to a positive and collaborative work environment.
• Detail-oriented: we values attention to detail, and the ability to analyze and optimize neural network architectures for speed, accuracy, and robustness.
• Results-driven: Autobrains is looking for someone who is driven by results and has a strong work ethic.