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Associate Principal Research Engineer - Vision

Keywords / Skills : Associate Principal Research Engineer - Vision

Posted: 2019-02-27

Industry
Any
Function
IT
Role
Software Engineer/Programmer
Posted On
27th Feb 2019
Job Ref code
21208
Job Description
Job Description :
Description

Join our ambitious and rapidly growing research team, at the Dysons Singapore Technology Center, focused on building real robots to go into peoples homes.
Dyson's robots are amazingly capable in cluttered world with vision sensors and IMU information as long as light is present. Imaging in low light is challenging due to low photon count and low SNR. Short-exposure images suffer from noise, while long exposure can induce blur and is often impractical. A variety of denoising, deblurring, and enhancement techniques have been proposed, but their effectiveness is limited in extreme conditions
Dyson is now seeking for someone to develop a pipeline for processing low-light images, based on end-to-end training of a fully-convolutional neural network.
You will be working on image and video processing within Deep Learning, experimenting with innovative techniques. You will be developing Python and deep learning frameworks (Tensorflow, PyTorch, solving real-world challenges.
Dyson Robotics Research seeks an excellent roboticist with experience applying rigorous mathematical tools to dynamic machines. Reporting to the Robotics Research Team Manager, you will be working within a cutting edge Robotics & Vision systems team developing and delivering bespoke solutions on projects from the design concept, through installation. Accountabilities

  • Ideally practical / commercial experience or top level education in Image & Video Processing

  • Tech skills in Python as well as deep learning frameworks PyTorch, Tensorflow

  • Deep learning experience implementing state of the art techniques

  • Passion for developing cutting-edge research

  • Start-up mentality
Skills

  • Ideally a PhD level education, or MsC in a relevant field

  • Experience with control for field robots

  • Experience with real-time dynamic operation

  • Experience with SLAM
Benefits
Dyson Singapore monitors the market to ensure competitive salaries and bonuses. Beyond that, youll 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, its an exciting team environment geared to fuelling and realising ambition



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