Experis Singapore

Data Scientist - Signal Processing

Experis Singapore| Date Posted: 8-Nov-2020
EA Licence No: 02C3423
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Job Nature:
Permanent
Job Category:

Job Description



Responsibilities:
  • Design, characterize and test algorithms to analyse physiological data (ECG and PPG)
  • Collect, analyse and draw insights from real world healthcare data from biosensors
  • Mine existing biomedical signal and healthcare datasets to guide algorithm design and optimization
  • Characterize performance of Biofourmis cardiac algorithms on annotated proprietary biosignal data sets as per EC57 guidelines
  • Perform comprehensive evaluation of new concepts using bench, preclinical, and clinical data collection and analysis
  • Draft and apply paper publications.
  • Review task-related research database.
  • Edit or review task-related research documents.



Experience:
  • Hands on experience with development of signal processing projects, including noise detection, pre-processing, feature engineering, machine learning model building and performance evaluation.
  • Experience working with ECG, PPG, and other types of biomedical/healthcare data is a bonus
  • Background in or exposure to healthcare data, human physiology or cardiology is good to have.
  • Master or PhD in Electronic Engineering, Computer Science, Biomedical Engineering or related program with signal processing skills
  • Proficient with spectrum analysis, pattern recognition, supervised learning, hypothesis testing.
  • Proficient with programming in Python. Programming in R or C/C++ is a plus.


Arvin Clark Sikat, Sombilla EA License No.: 02C3423 Personnel Registration No.: R1222536

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Experis Singapore