Data Scientist

Mirxes; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A molecular diagnostic company in Singapore is seeking a Data Scientist to lead projects in developing cancer diagnosis products through data analysis. The ideal candidate will have a PhD or MSc in a relevant science field, at least 2 years of experience in multi-marker diagnostic model development, and strong coding skills. This role involves collaboration with clinical and product teams to utilize data-driven insights and enhance diagnostic accuracy.

Qualifications

• PhD or MSc in a relevant science background.
• Minimum 2 years of experience in developing multi-marker diagnostic models.
• Strong coding skills are essential.

Responsibilities

• Perform in-depth analysis on data with various machine learning and statistical methods.
• Identify novel biomarkers from data analysis.
• Develop models for multi-marker diagnostic tests.

Skills

Data analysis

Machine learning

Statistical methods

Coding

Communication skills

Education

PhD/MSc in related science

Tools

NGS

Job description

MiRXES is a Singapore-headquartered molecular diagnostic company with R&D, manufacturing, and clinical lab operations in Singapore, USA, Japan, and China. We specialize in microRNA technologies and the development, manufacturing, and provision of diagnostic test kits and clinical services. Our mission is to enable early disease detection and provide insights for better patient care by harnessing the power of microRNA to augment traditional testing. Our vision is to be the world’s leading developer and provider of accurate, actionable, and affordable microRNA‑powered diagnostic tests.

Job Location

Helios (Biopolis)

Job Summary

The Data Scientist will lead different projects, through the exploration from vast amount of data we generate in house to develop cancer diagnosis products. This individual will also collaborate with clinical, assay development, and product teams to guide project direction and design using data‑driven insights.

Roles and Responsibilities

• 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 test.
• 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 experiment, process set up and quality control set up with statistical insights.
• Support other commercial activities.

Desired Skills and Competencies

• 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.

This position is based in Singapore.