Data Scientist (SOM Pediatric Neonatology)
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Role details
Tech stack
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Job description
- Support the development of dashboards, calculations, and reports which may require programming.
- Support the development and tuning of machine learning models, which may require programming.
- Support the development of infrastructure for cleaning and processing data and running experiments to evaluate system performance.
- Mine various data resources for development of key metrics, performance indicators, and general business intelligence useful for planning and service design.
- Perform error analysis and suggest and implement improvements.
- Other duties as assigned.
Requirements
- Bachelor’s Degree.
- Four years of relevant quantitative research and analytics experience, with at least two of those years including complex programming experience.
- Additional education may substitute for required experience and additional related experience may substitute for required education permitted by the JHU equivalency formula. Beyond a high school diploma/graduation equivalent, to the extent, * Bulk RNA-seq, single-cell transcriptomics, spatial transcriptomics, metabolomics, proteomics, and microbiome data
- Proficiency in R and/or Python
- Machine learning (supervised and unsupervised) and deep learning.
- Adept in developmental environments including: RStudio, VS code, Jupyter.
- Experience with tools such as Seurat, Scanpy, DESeq2, edgeR, Monocle, CellRanger, QIIME2, HUMAnN, or comparable platforms
- Familiarity with Snakemake, Nextflow, or similar workflow frameworks preferred
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Experience in medical imaging, multi-omics, and clinical data integration with the ability to deliver reproducible and efficient workflows.
- Proficient in Python, R, SQL, Linux, and deep learning frameworks, with a strong focus on applying computational methods to solve real-world biomedical problems
Technical Skills & Expected Level of Proficiency
- Continuous Improvement - Developing
- Data Architecture - Developing
- Data Management and Analysis - Developing
- Data Tools and Platforms - Developing
- Data Validation and Quality Assurance - Developing
- Data Visualization - Developing
- Machine Learning - Developing
- Oral and written communications - Developing
- Programming Languages - Developing
The core technical skills listed are most essential; additional technical skills may be required based on specific division or department needs.
Benefits & conditions
Starting Salary Range: $99,800 - $175,000 Annually ($99,000 targeted; Commensurate w/exp.) Employee group: Full Time Schedule: M-F; 8:30 to 5pm (evenings/weekends will be required) FLSA Status: Exempt Location: Hybrid/School of Medicine Campus Department name: SOM Ped NICU Personnel area: School of Medicine
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