Data Scientist (1-year traineeship programme)

SGInnovate; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A leading biotech firm in Singapore seeks a motivated Data Scientist to analyze large-scale datasets and develop predictive models for clinical decision-making. Ideal candidates should have a Master’s or Ph.D. in a relevant field with strong programming skills in Python or R. Candidates will work collaboratively to drive scientific understanding and product innovation, requiring excellent communication and statistical modeling capabilities.

Qualifications

• Master's or Ph.D. in a relevant field.
• Strong programming skills in Python or R.
• Expertise in statistical modeling and predictive analytics.

Responsibilities

• Analyze and interpret large-scale datasets.
• Develop statistical models for insights extraction.
• Visualize data findings for various stakeholders.

Skills

Data analysis

Statistical modeling

Machine learning

Data visualization

Communication

Education

Master’s or Ph.D. in Biology, Bioinformatics, Data Science, or related field

Tools

Python

R

Job description

This project is with Histoindex, a company supported by SGInnovate under the Helix Immersion Programme. Helix is a 12-months on-the-job training programme designed to enable and create Deep Tech career opportunities for biomedical research and academic professionals, nurture and equip talent with industrially relevant skills and building technical-business bilingualism.

About Histoindex

HistoIndex specializes in stain-free AI digital pathology for drug development and clinical diagnosis. By leveraging a biophotonic imaging technique known as Second Harmonic Generation (SHG) and advanced AI image analysis, HistoIndex detects and quantifies morphological features such as fibrosis within tissues in a consistent and reproducible manner.

Project Description

We are seeking a highly motivated Data Scientist with a strong background in biology. The ideal candidate will be responsible for analyzing and modeling large-scale biological datasets to uncover meaningful insights that drive scientific understanding and product innovation at HistoIndex. The Data Scientist will contribute to the development of robust predictive models with clinical impact, for research and commercialization, and will have a strong scientific understanding of HistoIndex’s technology, services and activities.

This role requires expertise in data processing, statistical analysis, and machine learning, along with the ability to translate complex biological data into actionable findings.

Key Responsibilities:

• Analyze and interpret large-scale internal and external datasets
• Develop and implement statistical models to extract insights from complex data
• Clean, preprocess, and manage structured and unstructured biological data
• Visualize and communicate data-driven findings to technical and non-technical stakeholders
• Develop and validate predictive models supporting clinical decision-making in relevant healthcare settings
• Stay current with advancements in data science, computational biology, and relevant technologies

Qualifications:

• Master’s or Ph.D. in Biology, Bioinformatics, Data Science, Computational Biology, or related field
• Strong programming skills in Python, R, or similar languages used in data science
• Expertise in statistical modeling, hypothesis testing, and predictive analytics
• Experience with data manipulation tools and libraries and data visualization tools
• Experience working with large and complex datasets (e.g., next-generation sequencing, clinical trial data, image analysis data)
• Proficiency in machine learning frameworks to build, train, and deploy machine learning models (preferred)
• Proficiency in implementing structured and effective documentation practices for algorithm design and model development, ensuring transparency, reproducibility, and cross-functional collaboration
• Background in analyzing biological images such as microscopy or histopathology images (preferred)
• Strong communication and collaboration skills

Project scope shall not be limited to the above. It may encompass other related tasks needed for the project/role assigned by the partner company.