Data Scientist: Oncology Multi-Omics & Biomarker Analytics

NATIONAL CANCER CENTRE OF SINGAPORE PTE LTD; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

National Cancer Centre Singapore invites a Data Scientist to join the Precision Radiotherapeutics and Oncology Programme and the Data and Computational Science Core. You will work with the PI and multidisciplinary teams to integrate EMRs, NGS, radiology, and other data to identify biomarkers predicting clinical responses in cancer patients.

The role emphasizes developing robust data-processing pipelines, applying ML/DL methods, and performing survival analyses across cancer types, with

Qualifications

• Master’s level degree in bioinformatics, computational biology, data science, or related field.
• Experience analysing multi-omics data (WES, RNA-Seq) with statistical methods, classical ML, and deep learning.
• Proficiency in Python, R, or other relevant programming languages.

Responsibilities

• Optimise genomic, transcriptomic, and radiomic data-processing and statistical-analysis pipelines.
• Perform feature engineering for statistical modelling, machine learning, and deep learning.
• Conduct survival analyses and other computational analyses to understand cancer progression and treatment resistance.
• Contribute to and guide research discussions with scientists and clinical collaborators.

Skills

Python

R

Data analysis

Machine learning

Statistics

Education

Master’s degree in bioinformatics

PhD preferred

Tools

Bash

Jupyter

Job description

National Cancer Centre Singapore invites a Data Scientist to join the Precision Radiotherapeutics and Oncology Programme and the Data and Computational Science Core. You will work with the PI and multidisciplinary teams to integrate EMRs, NGS, radiology, and other data to identify biomarkers predicting clinical responses in cancer patients.

The role emphasizes developing robust data-processing pipelines, applying ML/DL methods, and performing survival analyses across cancer types, with