RemoteOnline
Skills: Python, SQL
The Data Scientist will work with cutting edge cloud-based services and machine learning algorithms to modernize the way artificial intelligence (AI) is deployed in healthcare. In partnership with clinicians, cloud partners, and business owners the DS will work backwards from business objectives to drive scalable machine learning solutions and pull through the appropriate technology as needed. The incumbent will be a technical leader influencing the analyses and promoting best practices within the team.
Responsibilities
THE DETAILS
Identify the data-analytics problems that offer the greatest opportunities to the organization Determine the correct data sets and variables Collect large sets of structured and unstructured data from disparate sources Clean and validate the data to ensure accuracy, completeness, and uniformity Devise and apply models and algorithms to mine the stores of big data Analyze data to identify patterns and trends Interpret data to discover solutions and opportunities Perform statistical analytical techniques ranging from basic descriptive techniques to advanced regression and multi-variable techniques, using various statistical software programs Communicate findings to stakeholders using visualization and other means Make recommendations for new metrics, apply analytical techniques, and build ML models to
improve insights for clinical analytics
Maintain an understanding of the latest trends in data science and machine learning Lead development, execution, and validation of highly complex algorithms and predictive models from large sets of data Partner with business subject matter experts to select relevant sources of information and collect necessary data Communicate new knowledge and insights gained from mining and analyzing large data sets Transfer knowledge and concepts to IS and business teams that are implementing the actual system
Mentor and work collaboratively with other data scientists on specific …truncated… t least five years of experience…
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