Expert Autonomous Vehicle Developer

2 weeks ago

Singapore beBeeMachineLearning Full time $120,000 - $180,000

Autonomous Vehicle Behavior Development

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As a key member of our Behaviors team, you will have the opportunity to work with top-notch machine learning engineers and research scientists who are driving innovation in autonomous vehicle technology. Our mission is to make self-driving vehicles a reality while creating positive social impact.

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The Behaviors team is responsible for developing machine learning models that enable our self-driving vehicles to navigate complex real-world traffic scenarios. We leverage these models to set the behavior of our vehicles and predict the behavior of other agents on the road. We are seeking highly motivated engineers who are passionate about autonomous driving, excited by intellectual challenges, and interested in pursuing career growth with a fast-growing organization.

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Key Responsibilities:

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  • \
  • Drive project-level impact to improve the performance of our autonomous vehicles for comfortable and safe driving.\
  • Prototype, evaluate, implement, and iterate on solutions to enhance the capabilities of our vehicles.\
  • Familiarize yourself with state-of-the-art solutions and systems for autonomous vehicles.\
  • Productionize and deploy solutions onto autonomous vehicle fleets.\
  • Collaborate with team members to achieve project goals and milestones.\
\

Requirements:

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  • \
  • Bachelor's degree 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 applications such as object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, motion prediction, and/or multi-object tracking.\
  • Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, 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 data sets and deriving insights from data.\
  • Strong track record of tackling less well-defined problems and executing efficiently to deliver successful outcomes.\
  • Experience mentoring and collaborating with others.\
\

Preferred Qualifications:

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  • \
  • Proven track record of publications in relevant conferences.\
  • PhD in machine learning, computer vision, or robotics vision.\
  • Experience working on autonomous vehicles or related fields.\
  • Experience in deploying models into real-world environments.\
  • Strong programming skills in C++ and/or CUDA programming.\
\

Skills:

\
  • \
  • Machine Learning\
  • Segmentation\
  • Physics\
  • Software Engineering\
  • Computer Vision\
  • PyTorch\
  • CUDA\
  • Python\
  • Software Design\
  • Statistics\
  • Prediction\
  • Robotics\
  • Autonomous Vehicles\
  • Scientific Computing\
  • Aplied Mathematics\
  • C++\
],

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