Healthcare Data Scientist – Machine LearningAI, Statistics Operations Research
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Job Location:
Anne Arundel County, MD - USA
Monthly Salary:
Not Disclosed
Posted on:
14 hours ago
Vacancies:
1 Vacancy
Job Summary
Serve as member of Advanced Data Science group to support UMMSs strategic priority to become a data-driven and outcomes-oriented organization. Principal responsibilities and tasks include:
- Support analytic efforts designed around the organizations strategic priorities and clinical/business problems including operations supply chain human resources and finance.
- Develop predictive (machine learning and deep learning approaches/algorithms) and prescriptive (mathematical optimization and simulation) analytic models in support of the organizations clinical operations and business initiatives and priorities.
- Formulate and solve complex mathematical optimization problems using exact and heuristic approaches.
- Perform exploratory data analysis and advanced statistical analysis (e.g. regression analysis cluster analysis factor analysis ANOVA).
- Design and prototype new application functionality for products.
- Deploy solutions so that they provide actionable insights to the organization and are embedded or integrated with application systems.
- Work with the analytics team and clinical/business stakeholders to develop pilots so that they may be tested and validated in pilot/incubator settings.
- Perform statistical analysis to evaluate primary and secondary objectives from such pilots.
- Support development of strategic tactical and operational presentations that summarize the results of predictive and prescriptive analytics projects in support of robust strategies for the organization.
- Build and extend analytics portfolio supported by robust documentation.
- Work in a team to drive disruptive innovation which may translate into improved quality of care clinical outcomes reduced costs temporal efficiencies and process improvements.
- Assist leadership with strategies for scaling successful projects across the organization and enhance the analytics applications based on feedback from end-users and clinical/business consumers.
- Assist leadership with dissemination of success stories (and failures) in an effort to increase analytics literacy and adoption across the organization.
- Work with autonomy to find solutions to complex problems using open source tools and in-house development.
- Stay abreast of state-of-the-art literature in the fields of machine learning/AI operations research statistical modeling statistical process control and mathematical optimization.
- Up to 5% domestic travel.
Qualifications :
Minimum Requirements
- Masters degree in Applied Mathematics Data Science Physics Industrial Engineering Computer Science Statistics Economics or a related field.
- Two (2) years of relevant work experience to include:
- Machine Learning/AI Statistics or Operations Research.
- Programming with SQL Python and R.
- Machine learning/AI problems or formulating and solving mathematical (deterministic and stochastic) optimization problems and simulation or performing advanced statistical analysis.
- Developing and applying computational algorithms and statistical methods to healthcare data (including but not limited to data from electronic medical record financial management human resources quality and supply chain).
- Developing and deploying healthcare-relevant predictive and prescriptive models.
- Combining analytic methods and advanced data visualizations.
Compensation: $125000 to $145000 per year
Benefits: Health vision dental and life insurance 403(b) retirement plan paid time off educational assistance employee assistance program and employee discounts.
Additional Information :
.Like many employers UMMS is being targeted by cybercriminals impersonating our recruiters and offering fake job opportunities. We will never ask for banking details personal identification or payment via email or text. If you suspect fraud please contact us at
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Laboratory Experience
- Machine Learning
- Python
- AI
- Bioinformatics
- C/C++
- R
- Biochemistry
- Research Experience
- Natural Language Processing
- Deep Learning
- Molecular Biology
About Company
When you come to the University of Maryland St. Joseph Medical Center, youre coming to more than simply a beautiful 37-acre, 218-bed suburban Baltimore, Maryland campus. Youre embarking on a professional journey that encourages opportunities, values a team atmosphere, and makes conv ... View more
