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Software Engineer - Machine Learning (Behaviors)

21 hours, 8 minutes ago
Singapore
Full-time
Senior
Machine Learning Engineer
Software Development
C++ Computer Vision Deep Learning Machine Learning Neural Networks Python PyTorch
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 53

Description

  • Prototype, evaluate, implement, and iterate on solutions for autonomous vehicle behavior systems.
  • Productionize and deploy models and solutions onto autonomous vehicle fleets.
  • Collaborate with team members to achieve project goals and milestones.
  • Drive project-level impact to improve the comfort and safety of autonomous driving behavior.
  • Work with machine learning engineers and research scientists on behavior modeling for traffic scenarios.
  • Apply knowledge of state-of-the-art autonomous vehicle systems and solutions to the team’s work.

Requirements

  • Master’s or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics, or a related field, or equivalent industry experience.
  • In-depth understanding of common machine learning and deep learning algorithms.
  • Experience designing, training, and analyzing neural networks for at least one of: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, motion prediction, or multi-object tracking.
  • Advanced knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods.
  • Fluency in Python, including standard scientific computing libraries and Python bindings development experience.
  • Experience with PyTorch or other deep learning frameworks.
  • Experience working with large datasets and deriving insights from data.
  • Strong track record of tackling less well-defined problems and delivering successful outcomes efficiently.
  • Experience mentoring and collaborating with others.
  • Proven track record of publications in relevant conferences such as CVPR, ICML, NeurIPS, ICCV, or ICLR is a plus.
  • PhD in machine learning, computer vision, or robotics vision is preferred.
  • Experience working on autonomous vehicles or related fields is preferred.
  • Experience deploying models into real-world environments is preferred.
  • Strong programming skills in C++ and/or CUDA are preferred.

Interested in this position?

Apply directly on the company website

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