
Cancer Diagnostics Specialist
2 days ago
Unlock Cancer Diagnosis Insights
We harness the power of microRNA to augment traditional testing, driving early disease detection and better patient care.
Job Summary
The Data Scientist leads projects from data exploration to develop cancer diagnosis products. They collaborate with clinical, assay development, and product teams to guide project direction using data-driven insights.
Key Responsibilities
- Perform in-depth analysis on data using machine learning and statistical methods to identify novel DNA/RNA/ncRNA biomarkers for cancers or develop models for multi-marker diagnostic tests.
- Work with deep learning to integrate omics data with radiomics from CT and X-Ray images.
- Develop analytics tools and methods for understanding data and improving its quality.
- Facilitate experiment design, execution, and quality control with statistical insights.
- Support commercial activities.
Required Skills and Qualifications
- PhD/MSc in a related science background.
- At least 2 years of experience in developing multi-marker diagnostic models, including data processing and machine learning.
- Good understanding of diagnostic biomarker discovery and biomarker panel optimization.
- Good coding skills.
- In-depth experience with NGS is desired.
- Strong verbal communication, interpersonal skills, and ability to work in a team.
Location
This role is based in Singapore.
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