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Perception Engineer - NPI Robotics


DYSON OPERATIONS PTE. LTD.
13 days ago
Posted date
13 days ago
N/A
Minimum level
N/A
Full-timeEmployment type
Full-time
Job Description

About us

This is an opportunity to drive Dyson's ambitious robotics research programme forward by planning, designing, and developing cutting-edge robotics perception & localisation systems to solve problems in real world robotics. The role involves the research and development of systems for Dyson's future autonomous and intelligent products.

You will be working in a highly multidisciplinary team covering topics including Computer Vision, Machine Learning, Robot Control, Mechatronics and Electronics, Human-Robot Interaction, all with the backdrop of friendly and multi-cultural work environment.

About the role

Dyson seeks applicants who have first-hand experience of applied robotics and a portfolio of robotics projects. We seek people with initiative, creativity, and the ability to learn fast, along with a cross-section of skills that will make a contribution to the company.
  • Design, implement and evaluate novel sensing solutions for Dyson's next generation robotic platforms, to address real world robotic challenges.
  • Prototype solutions in simulation and in hardware to perform thorough quantitative evaluation to assess suitability and robustness.
  • Seek out, understand and resolve the challenging edge cases that arise when operating in real-world domestic environments.
  • Work within multidisciplinary team to design systems that take into account the physical, computational and cost constraints of the target platform.
  • Develop software in C++ and Python and deploy & test on prototype/target hardware.
  • Develop state of the art machine learning and image processing algorithms for a targeted hardware.
  • Maintain awareness of emerging technologies within robotics, and keep up to date with industry best practices and trends.

About you

  • Possess an advanced degree (or equivalent industry experience) in robotics or a related discipline, with a focus on applying advanced concepts to practical problems in robotic sensing and perception.
  • Minimum of 2 years of experience working with a diverse range of proprioceptive and exteroceptive sensing technologies, with an understanding of their characteristics, limitations, and integration methodologies.
  • Hands-on experience with various Time-of-Flight and RGB camera sensors.
  • Experience in designing, developing, deploying, and testing both hardware and software prototypes for proof-of-concept projects.
  • Competent in the implementation of state-of-the-art machine learning operations (MLOps) and computer vision algorithms, including but not limited to: object identification, object tracking, point cloud registration, and image segmentation.
  • Experience with robotics simulation platforms (such as Gazebo or PyBullet).
  • Strong programming skills in C++, Python, and ROS (Robot Operating System), as well as familiarity with relevant open-source libraries and development tools.
  • Experience developing and deploying software solutions in Linux environments, utilizing modern software development best practices.
  • Capable of explaining complex concepts clearly and succinctly.

Benefits

Dyson Singapore monitors the market to ensure competitive salaries and bonuses. Beyond that, you'll enjoy a transport allowance and comprehensive medical care and insurance. But financial benefits are just the start of a Dyson career. Professional growth, leadership development and new opportunities abound, driven by regular reviews and dynamic workshops. And with a vibrant culture, the latest devices and a relaxed dress code reflecting our engineering spirit, it's an exciting team environment geared to fuelling and realising ambition.
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JOB SUMMARY
Perception Engineer - NPI Robotics
DYSON OPERATIONS PTE. LTD.
Singapore
13 days ago
N/A
Full-time

Perception Engineer - NPI Robotics