Job Description :
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Role:- Data Scientist
Location:- Albany, NY
Duration:- Full Time
Job Description
The ILÚM system helps providers treat their patients by delivering the right information at the right time. At the individual patient level, we use data science to personalize treatment recommendations through our clinical decision support tools. At the population level, we help hospitals recognize trends that could require action.
Responsibilities: -
Collaborate with the clinical team to understand the clinical scenario
Perform pre-processing and validation on new and existing data sources
Design and develop models to address customer and/or business needs
Communicate results and create data visualizations
Work closely with the development team to select technologies with implementation in mind
Document the model development process
Contribute to scientific conference research submissions
Stay up-to-date on emerging data science tools and methods
Technical Skills: -
Experience working with structured and unstructured clinical data
Solid understanding of machine learning algorithms and use cases
Experience building and deploying supervised and unsupervised learning models, including clustering for anomaly detection
Experience with bioinformatics and/or NLP is a plus
Experience working with Amazon AWS and/or Microsoft Azure services
Proficient in Jupyter, Python, Spark and SQL
Able to explain technical concepts and results to a non-technical audience
BSc/BA in Computer Science, Engineering or relevant field; graduate degree in Data Science or other quantitative field is preferred
Experience with bio-statistics and research methodologies would be an additional asset