Deep Learning Team Leader - 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.

As a Deep Learning Team Leader - L2 Group 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.
• Extensive experience with deep learning and computer vision, including hands-on experience with popular deep learning frameworks such as TensorFlow, and PyTorch.
• Strong knowledge of computer vision techniques including object detection, segmentation, and feature extraction.
• Excellent communication and interpersonal skills, with the ability to work effectively with cross-functional teams.
• Proven experience managing teams, driving execution, and meeting tight deadlines in a fast-paced environment.
• Hands-on experience in ML-Ops, including model training pipelines, dataset management, automated deployments, and performance monitoring.
• A track record of delivering high-quality deep learning solutions and publishing research in top-tier conferences and journals.

Attributes:

• Innovative: We seek an innovative candidate who enjoys tackling challenging problems, devising creative solutions, and staying current 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.
• Data & KPI-Driven Mentality: Passion for leveraging data metrics, performance KPIs, and systematic improvements in deep learning workflows.
• Results-driven: Autobrains is looking for someone who is driven by results and has a strong work ethic.