ICOA Advanced Insights - Remote
Core
Lead clinical and operation advanced analytics, developing novel data science methodologies to generate deep insights from disparate data sources for the life sciences and healthcare industries.
Role type
Senior IC data scientist (clinical/regulated industry)
Builds
Production ML models, data pipelines, and analytics solutions for clinical research and commercial insights.
Domain
Life sciences / Healthcare / Clinical research
Deliverable
production ML models
Required skills
Machine learning (supervised/unsupervised), statistical methodologies, data engineering, data wrangling, SQL, Python or R, model lifecycle management, system design analysis
Preferred skills
Pharmaceutical clinical domain expertise, regulated industry operations experience, graph models, NOSQL
Technologies
Python, R, SQL, SAS, NOSQL, graph models, version control tools
Responsibilities
Develop machine learning methodologies for business problems; perform exploratory data analysis and system design; ensure model life cycle management; conduct data preprocessing and engineering on large datasets; validate ML output; collaborate on business problem formulation.
Seniority
Senior, hands-on IC