
Cancer Diagnosis Product Developer
2 weeks ago
We are seeking a skilled data analyst to lead various projects, driving the exploration of vast amounts of in-house data to develop cancer diagnosis products.
- Job Description:
- Perform in-depth analysis on data with various machine learning and statistical methods.
- Discover hidden information in data; present data and analysis results in a logical and coherent manner to facilitate scientific content creation.
- Through data analysis, 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 novel analytics tools and methods for better understanding of data, data generation process refinement, and quality control.
- Facilitate the design and execution of experiments, process setup, and quality control setup with statistical insights.
- Support other commercial activities.
- Required Skills and Qualifications:
- PhD/MSc. in 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.
- In-depth experience with circulating nucleic acid analysis is desired.
- Good verbal communication, interpersonal skills, and ability to work in a team.
Location: Singapore
This position offers a unique opportunity to contribute to the development of innovative cancer diagnosis products.
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