Data Scientist
Core
Apply machine learning and deep learning to integrate multi-omics data with radiomic features to identify biomarkers and develop predictive models for cancer diagnostics.
Role type
Data Scientist (Genomics)
Builds
Predictive models for multi-marker diagnostic tests and analytical tools for data interpretation
Domain
Biotechnology / Genomics / Medical Imaging
Deliverable
production ML models
Required skills
Machine learning algorithms, Deep learning, Statistical techniques, Multi-omics data integration, Radiomic feature analysis, Biomarker identification, Experimental design, Quality control protocols
Preferred skills
null
Technologies
null
Responsibilities
Conduct comprehensive data analyses using machine learning and statistical techniques; Apply deep learning methods to integrate multi-omics data with radiomic features; Extract meaningful insights from complex datasets; Utilize data analysis to identify novel DNA, RNA, or non-coding RNA biomarkers; Design and implement innovative analytical tools and methodologies; Provide statistical expertise in experimental design and process optimization
Seniority
null
