Data Scientist (Healthcare Analytics)

Location Jurong East, Singapore
Job reference DS240519_1567740630
Salary S$4000 - S$6000 per month + AWS + VB
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

Description

  • Research and development of algorithms to detect abnormal subtle changes in physiology using biosensor data in real-time.
  • Research and develop algorithms to process raw sensor data, such as accelerometer, gyroscope, PPG and ECG.
  • 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.
  • Work with APP developer and backend engineers to deliver the product.
  • Documentation which clearly explains how algorithms have been implemented, verified and validated.

Requirements

  • Minimum Masters in Computer Science or Computer Engineering.
  • Hands on experience with development of data analytics/ machine learning projects, including data exploration, feature engineering, model building and performance evaluation.
  • Familiar with objected oriented design and design patterns.
  • Follows good software development practices like version control using git, bitbucket, or other similar tools.
  • Understand bio-signals (ECG, PPG, and other types of biomedical/healthcare data) is a plus.

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