Principal Machine Learning Engineer

4 days ago

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Motional

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Motional is a leading company in the development of autonomous vehicles, focusing on making driverless transportation a safe, reliable, and accessible reality. A joint venture between Hyundai Motor Group and Aptiv, Motional has been at the forefront of driverless technology for decades, creating SAE Level 4 autonomous vehicles for ride-hail and delivery services. The company emphasizes safety and innovation, leveraging advanced machine learning and automotive technology to build fully driverless vehicles that integrate smoothly into mobility networks, providing an enjoyable experience for daily transportation and deliveries.

1001 - 5000 employees

Founded 2020

🚗 Transport

🤖 Artificial Intelligence

📋 Description

• Lead the development and implementation of advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data • Connect and drive business impact through technology solutions • Design and implement sensor fusion algorithms to combine data from multiple sensors to create a robust and accurate perception system • Optimize perception algorithms for real-time performance on embedded hardware • Collaborate with other engineers and teams to integrate perception systems into larger autonomous systems • Stay abreast of the latest research and advancements in machine learning and computer vision and apply them to real-world problems • Productionize and deploy solutions onto autonomous vehicle fleets • Derive good insight from large data sets from a variety of sources • Mentor and guide junior engineers on the team

🎯 Requirements

• Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience • Strong leadership skills at executing large, complex technical initiatives • In-depth understanding of common Machine Learning and Deep Learning algorithms • Experience with designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, multi-object tracking, and/or end-to-end perception • Experience with deep learning frameworks such as TensorFlow or PyTorch • Fluency in Python, including standard scientific computing libraries and Python bindings development experience • Proven track record of developing and deploying perception systems for autonomous vehicles or robotics • Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods • Excellent communication and interpersonal skills • Experience mentoring and leading others

🏖️ Benefits

• Candidates for certain positions are eligible to participate in Motional’s benefits program. • Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.