42dot logo42dot logo

Senior Physical AI Engineer

42dotPangyo (Software Dream Center), South Korea
On-site Full-time

Clicking Apply Now takes you to AutoApply where you can tailor your resume and apply.


Experience Level

Senior

Qualifications

Required QualificationsMaster's or Ph. D. in Computer Science, Machine Learning, AI, Robotics, or a related discipline. Proven experience with deep learning algorithms (CNN, RNN, Transformer) and their applications in autonomous systems. Strong expertise in Python and popular machine learning frameworks (TensorFlow, PyTorch), with a successful history of deploying models in practical environments. In-depth knowledge of reinforcement learning, imitation learning, and advanced optimization techniques. Experience handling large-scale datasets and managing cloud-based machine learning workflows. Excellent communication skills and a passion for mentoring others in the field.

About the job

Join Our Team of Innovators

At 42dot, we are at the forefront of autonomous driving technology, and we are seeking a Senior Physical AI Engineer to join our dynamic team. Our mission is to develop cutting-edge solutions that enhance Motion Planning algorithms, ensuring the safety and reliability of autonomous systems. As a part of our team, you will leverage extensive datasets to analyze driving patterns, enabling us to create algorithms that provide smooth and intuitive vehicle control. Together, we will push the boundaries of what is possible in autonomous driving.

Key Responsibilities

  • Lead the design and implementation of sophisticated machine learning models tailored for autonomous driving, focusing on perception, decision-making, and control mechanisms.

  • Manage the complete machine learning pipeline, overseeing data collection, preprocessing, model training, optimization, and deployment.

  • Utilize advanced deep learning techniques, including reinforcement learning, imitation learning, and self-supervised learning, to enhance the performance of autonomous systems.

  • Fine-tune model performance to operate effectively under real-world driving scenarios, ensuring flawless integration with vehicle software architectures.

  • Work collaboratively with interdisciplinary teams encompassing software, hardware, and vehicle control to align machine learning systems with vehicle frameworks.

  • Provide mentorship to junior engineers, fostering best practices in machine learning development.

  • Stay abreast of the latest advancements in machine learning and autonomous driving, contributing innovative ideas to the team.

About 42dot

42dot is a pioneering technology company focused on transforming the landscape of autonomous driving through advanced AI solutions. Our team is dedicated to developing innovative algorithms that enhance vehicle safety and performance, making a significant impact on the future of mobility.

Similar jobs

Browse all companies, explore by city & role, or SEO search pages. View directory listings: all jobs, search results, location & role pages.

Tailoring 0 resumes

We'll move completed jobs to Ready to Apply automatically.