Data Scientist III
Tasks
- Collaborate with project leaders
- Conduct computational analysis without data leaving servers
- Develop end user plugins
- Develop machine learning models
- Develop predictive disease modeling
- Document research methods
- Ensure data quality
- Ensure model quality
- Extract features
- Fuse image and omics data
- Implement image detection
- Implement image quantification
- Implement image segmentation
- Ingest datasets
- Maintain clinical biometrics data
- Maintain cloud server data
- Maintain database metadata standards
- Maintain derived data annotations
- Maintain documentation and version control
- Maintain federated model
- Maintain microscopy image database
- Perform data analysis
- Prepare presentations and manuscripts
- Process data
- Summarize results for publications
- Validate machine learning models
- Visualize multi-omics data
Perks/Benefits
- N/A
Skills/Tech-stack
Cloud Computing | Computational Pathology | Computer Vision | Data Processing | Data integration | Data reporting | Database Management | Deep learning | Digital Pathology | Feature extraction | Federated Learning | Image Processing | Image Quantification | Image Segmentation | Image analysis | Language Processing | Machine Learning | Metadata Management | Natural Language | Natural Language Processing | Python
Education
Roles
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