Biofourmis is looking for smart and capable Data Scientist on our Data Science team to join our ranks. The 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.
Responsibilities:
- 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.
Experience / Training:
- 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.
- Background in or exposure to healthcare data, human physiology or cardiology is preferred.
Education:
· PhD in Computer Science, Electronic Engineering or related fields with strong computer vison or medical image processing skills. (Masters with related working experience may be considered).
Skills:
- Proficient with pattern recognition, image/video analysis, signal processing, anomaly detection, semi-unsupervised learning, and hypothesis testing.
- Proficient with programming in Python. Strong 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.
- Good research ability and critical thinking skills.
- Excellent written and verbal communication skills
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