Experis Singapore

Data Scientist - Machine Learning

Experis Singapore| Date Posted: 25-Oct-2020
EA Licence No: 02C3423
Save Job
Job Nature:
Permanent
Qualification:
Bachelor's / Honours, Masters / PhD

Job Description



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.


Authorities:
  • Draft and apply paper publications.
  • Review task-related research database.
  • Edit or review task-related research documents.
  • Edit or review task-related develop documents.



Experience / Training:
  • Hands on experience with development of end-to-end data analytics solutions including data exploration/crawling, personalized machine learning model building and performance evaluation.
  • Knowledge in big data technologies including cloud computing/distributed computing and data visualization.



Education:
  • Bachelors, Masters or PhD in Bioinformatics, Statistics, Engineering or related fields with statistical modelling and machine learning skills



Skills:
  • Proficient with time-series data analysis, anomaly detection, unsupervised learning, hypothesis testing.
  • Proficient with programming in Python. Programming in R or C/C++ is a plus.
  • Good research ability and critical thinking skills.


Frances Diana delos Santos, Manalo EA License No.: 02C3423 Personnel Registration No.: R1219552

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
Company Overview
Experis Singapore