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Principal Machine Learning Engineer- Perception

4 weeks, 1 day ago
United States
Full-time
Lead
AI Engineer
Artificial Intelligence and Machine Learning
C++ Computer Vision Deep Learning Embedded Systems Machine Learning Neural Networks Python PyTorch TensorFlow
Apply Now
Motional

Motional

Motional is a leading company in driverless technology and autonomous vehicles, leveraging decades of industry expertise to develop and deploy safe and reliable autonomous vehicles. With a powerful DNA combining Aptiv's automotive technology and Hyunda...

Automotive
1K-5K
Founded 2020
$20M raised
View All Jobs 77

Description

  • Lead the development and implementation of perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data.
  • Design and implement sensor fusion algorithms that combine multiple sensor inputs into a robust perception system.
  • Optimize perception algorithms for real-time performance on embedded hardware.
  • Collaborate with engineers and cross-functional teams to integrate perception systems into larger autonomous driving systems.
  • Productionize and deploy perception solutions onto autonomous vehicle fleets.
  • Derive insights from large datasets from multiple sources to support system development and improvement.
  • Stay current with advances in machine learning and computer vision and apply relevant research to real-world problems.
  • Mentor and guide junior engineers on the team.
  • Drive business impact through technology solutions.

Requirements

  • Master’s or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field, or equivalent industry experience.
  • Strong leadership skills with experience executing large, complex technical initiatives.
  • In-depth understanding of common machine learning and deep learning algorithms.
  • Experience designing, training, and analyzing neural networks for object detection, segmentation, visual classification, motion or gesture recognition, sensor fusion, multitask learning, multi-object tracking, 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, and testing methods.
  • Excellent communication and interpersonal skills.
  • Experience mentoring and leading others.
  • Preferred: experience with embedded systems and real-time optimization, especially in the autonomous driving industry.
  • Preferred: experience with launching ML products from ideation.
  • Preferred: publications in relevant conferences such as CVPR, ICML, NeurIPS, ICCV, or ICLR.
  • Preferred: experience deploying models into real-world environments.
  • Preferred: strong programming skills in C++ and/or CUDA.

Benefits

  • Base salary range of $199,000 to $266,500 USD.
  • Additional compensation may include a bonus and company equity.
  • Medical, dental, and vision coverage.
  • 401(k) with company match.
  • Health savings accounts.
  • Life insurance.
  • Pet insurance.

Interested in this position?

Apply directly on the company website

Apply Now

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