Data Scientist (Healthcare)

Location Singapore
Job reference BBBH107092_1640490186
Salary S$6000 - S$8000 per month + AWS + OT
Consultant email wheijie.yong@experis.com.sg
EA License No. 02C3423


Responsibilities:

  • Research and development of algorithms to detect abnormal subtle changes in physiology using biosensor data in real-time.
  • Research and development of algorithms to derive clinical derivative parameters from continuous biosensor data including building disease specific models for patient's health deterioration.
  • Design and architect the entire workflow of the algorithms that includes data inputs, outputs and database storage.
  • Optimize data analysis processes and systems for better efficiency and maintenance.
  • 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.



Requirements

  • PhD in Bioinformatics, Statistics, Engineering or related fields with good statistical modelling and machine learning skills.
  • Experience with development of end-to-end data analytics solutions including data exploration/crawling, personalized machine learning model building and performance evaluation.
  • Background in healthcare data, human physiology or cardiology is ideal.
  • Proficient with time-series data analysis, anomaly detection, unsupervised learning, hypothesis testing.
  • Proficient with programming in Python. Good programming in R or C/C++ is a plus.
  • Good research ability and critical thinking skills.

Octavius, Yong Whei Jie EA License No.: 02C3423 Personnel Registration No.: R1110096

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