Data Scientist -Image Processing & Computer Vision

Location: Singapore

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Job Summary:
ideal candidate should have the passion to use data from biosensors and advanced machine learning techniques for making sense of biosensor data. We are building an end-to-end service that integrates seamlessly into the lives of those patients via multiple touchpoints on front-end while providing intelligent analytics on the backend.

  • Responsible for image/video analysis, synthesis and other aspects of algorithm development, including face recognition, emotion analysis, object tracking, medical image processing, OCR, etc.
  • Responsible for the exploration of cutting-edge technology in image/video related algorithms, including deep learning in machine vision, and joint innovations in computer vision and bio-signal processing etc.
  • Conduct epidemiological research to analyze the patterns, causes and effects of health and disease in the cohort of collected patient data.
  • Documentation which clearly explains how algorithms have been implemented, verified and validated.

  • Hands on experience with development of image/video data analytics solutions including data exploration/crawling, personalized machine learning model building and performance evaluation.
  • Experience with face recognition and emotional auto-analysis techniques.
  • Proficient with pattern recognition, image/video analysis, signal processing, anomaly detection, semi-unsupervised learning, and hypothesis testing.
  • Proficient with programming in Python. Programming in C/C++ is a plus.
  • Experience with face recognition and emotional auto-analysis techniques.
  • Familiar with one type of medical image (e.g. X-ray, ultrasound imaging, etc) is a plus.
  • PhD in Computer Science, Electronic Engineering or related fields with computer vison or medical image processing skills.

Arvin Clark Sikat, Sombilla EA License No.: 02C3423 Personnel Registration No.: R1222536

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*** Mention DataYoshi when applying ***

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