Staff/Principal Engineer – Perception Capabilities

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November 19

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Motional

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Transport • Artificial Intelligence • Automotive

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 solutions that span across perception components and directly interface with downstream modules in the autonomy system. • Analyze the performance of the perception subsystem to proactively identify potential limitations with respect to a set of system-level capabilities. Document potential hazards and lead the cross-team efforts to eliminate or mitigate them. • Collaborate on innovative solutions to address “long tail” challenges. For example, developing techniques for synthetic data generation, advanced data mining, or leveraging language embeddings in our onboard models. • Depending on your background and interests, you may also help optimize and deploy models to the vehicle, ensuring they operate within the constraints of our onboard hardware and meet our functional requirements and interface specifications. • Interface with systems and safety engineers, test engineers, and data analysts to ensure appropriate requirements, test coverage, and performance metrics

🎯 Requirements

• Master's or Ph.D. in Machine Learning, Computer Science, Robotics, or a related field; or equivalent industry experience • Strong leadership skills in executing large, complex technical initiatives • Track record of successful interdisciplinary work and product-focused engineering • Broad understanding of Deep Learning algorithms, architectures, and applications • Experience designing, training, and analyzing neural networks for applications relevant to perception • Fluency in Python, including common libraries for deep learning (PyTorch), scientific computing, and data analysis and visualization • Advanced knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods • Excellent communication and interpersonal skills • Experience mentoring and leading others.

🏖️ Benefits

• medical • dental • vision • 401k with a company match • health saving accounts • life insurance • pet insurance • and more.