Autonomous Vehicle Perception Specialist

7 days ago

Singapore beBeeMachineLearning Full time $120,000 - $180,000
Job Title:

Ambitious Machine Learning Engineer

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Key Responsibilities:
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Develop and implement cutting-edge perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data. ">">">"> Connect technology solutions to drive business impact through innovation. ">">">"> Design and implement sensor fusion algorithms to combine data from multiple sensors and 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 updated on 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 valuable insights from large data sets from various sources. ">">">"> Mentor junior engineers on the team. ">">">">">Required Skills and Qualifications:">
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Education: Master's or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field.">">"> Strong leadership skills in executing complex technical initiatives. ">">">"> In-depth understanding of common machine learning and deep learning algorithms. ">">">"> Experience with designing, training, and analyzing neural networks for applications such as 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 like 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 design, source control management, build processes, code reviews, testing methods. ">">">"> Excellent communication and interpersonal skills. ">">">"> Experience mentoring and leading others. ">">">"]}Preferred Skills:
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Experience with embedded systems and real-time optimization, especially in the autonomous driving industry. ">">">"> Experience launching ML products from ideation. ">">">"> Proven track record of publications in relevant conferences. ">">">"> Experience deploying models into real-world environments. ">">">"> Strong programming skills in C++ and/or CUDA programming. ">">">"]>Benefits

By joining our team, you will have the opportunity to work with world-class engineers and research scientists. You will be able to develop and deploy cutting-edge perception systems for autonomous vehicles, while also staying updated on the latest research and advancements in machine learning and computer vision.

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We offer a collaborative and dynamic work environment, where you can share your ideas and expertise with others. You will have the chance to mentor junior engineers and contribute to the growth and success of our team.

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Our team is committed to innovation and excellence, and we are looking for talented individuals who share our passion for machine learning and computer vision. If you are motivated, driven, and enthusiastic about technology, we encourage you to apply for this exciting opportunity.

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