Data Scientist (Machine Learning/Healthcare)

Location Singapore
Job reference BBBH107092_1636689378
Salary S$6000 - S$8000 per month + AWS + OT
Consultant name Yong Whei Jie, Octavius
Consultant email wheijie.yong@experis.com.sg
Consultant contact no. 65515572
EA License No. 02C3423
Consultant Registration No. R1110096


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

Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.experis.com.sg/privacy-policy