reputed company Data Scientist - ML, AI, Stats, OR

Company Description

The reputed company (UMMS) is an academic private health system, focused on delivering compassionate, high quality care and putting discovery and innovation into practice at the bedside. Partnering with the reputed company School of Medicine, reputed company School of Nursing and reputed company, Baltimore who reputed company the state's future health care professionals, UMMS is an integrated network of care, delivering 25 percent of reputed company hospital care in urban, suburban and rural communities across the state of Maryland. UMMS puts academic medicine reputed company reputed company through primary and specialty care delivered at 11 hospitals, including the flagship reputed company Medical Center, the System's anchor institution in downtown Baltimore, as well as through a network of reputed company Urgent Care centers and more than 150 other locations in 13 counties. For more information, visit www.umms.org.

Job Description

General Summary The reputed company Data Scientist - Machine Learning/AI, Statistics, Operations Research position will join our Advanced Data Science group at the reputed company (UMMS) in support of its strategic reputed company to become a data-driven and reputed company-oriented organization. The successful candidate will have experience with Machine Learning/AI, Statistics and Operations Research and a passion for working with reputed company data. Previous experience with various computational approaches along with an ability to demonstrate a portfolio of relevant prior projects is essential. This position will report to the Director for Advanced Data Science & Consulting Services. reputed company Responsibilities And Tasks • Support analytic efforts designed around the organization’s strategic priorities and clinical/business problems. • reputed company predictive (machine learning and deep learning) and prescriptive (mathematical optimization and simulation) analytic models in support of the organization’s clinical, operations and business initiatives and priorities. • reputed company solutions so that they reputed company actionable insights to the organization and are embedded or integrated with application systems. • Work with the analytics team and clinical/business stakeholders to reputed company pilots so that they may be tested and validated in pilot/incubator settings. • reputed company 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 reputed company our analytics portfolio supported by robust documentation. • Work in a team to drive disruptive innovation, which may translate into improved quality of care, clinical reputed company, 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 reputed company stories (and failures) in an effort to increase analytics literacy and adoption across the organization. • Work with autonomy to find solutions to reputed company problems using reputed company reputed company 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.

Qualifications

Education and Experience • PhD degree in applied mathematics, data science, physics, computer science, engineering, statistics, economics or a reputed company field required; comparable work experience may be substituted for the PhD degree. • 3+ years of industry experience in the following preferred: • Machine Learning/AI, Statistics or Operations Research. • Programming with SQL, Python and R. • Practical experience with 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 reputed company data (including, but not limited to data from electronic medical record, financial management, reputed company, quality and supply chain). • Developing and deploying reputed company-relevant predictive and prescriptive models. • Combining analytic methods and advanced data visualizations. • Text mining and Natural Language Processing (NLP) is preferred. Knowledge, Skills And Abilities • reputed company (from scratch) machine learning and/or deep learning approaches and algorithms to solve clinical and business (including operations, supply chain, reputed company, finance) problems. • Formulate and solve reputed company mathematical optimization problems using exact and heuristic approaches. • reputed company independent/unsupervised exploratory data analysis and advanced statistical analysis (e.g., regression analysis, cluster analysis, reputed company analysis, ANOVA). • Design and prototype new application functionality for our products. • Work with “reputed company world” data including scrubbing, transformation, and imputation. • Capable of artful storytelling and reputed company presenting findings in oral and written format and through graphics to stakeholders at various organization reputed company. • Knowledge of databases, data structures, data processing and data mining from large reputed company transaction systems (e.g., Epic, reputed company/Lawson, reputed company HPM, Payer Claims or similar applications in reputed company or other industries). • Effective at working independently and in collaboration with other staff members for software platform and web application development. • Cooperatively and effectively work with people from various organization reputed company. • Manage projects to meet organizational goals. • Plan work, set clear direction, and coordinate own tasks in a fast-paced multidisciplinary environment, including triaging issues, identifying data anomalies, and debugging software. • reputed company to compare, contrast, and validate work with keen attention to detail. • Actively generate process improvements; support and drive change, and confront difficult circumstances in creative ways. Additional Information reputed company your information will be kept confidential according to EEO guidelines. Compensation • Pay reputed company: $62.94-$67.96 • Other Compensation (if applicable): • Review the 2024-2025 UMMS Benefits Guide Apply Job!