Data Scientist (Healthcare Analytics)

Location Jurong East, Singapore
Job reference DS240519_1563335427
Salary Negotiable
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

  • Masters or PhD in Bioinformatics, Statistics, Engineering or related fields with strong statistical modelling and machine learning skills.
  • Hands on experience with development of end-to-end data analytics solutions including data exploration/crawling, model building and performance evaluation.
  • Proficient with programming in Python.
  • Strong Programming in C/C++ is a plus.
  • Knowledge in big data technologies including cloud computing/distributed computing and data visualization.
  • Background in or exposure to healthcare data, sensor data, human physiology is a plus.
  • Good publication records on novel algorithm development.
  • Strong problem-solving skills.

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