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

reputed company The reputed company is a 14-hospital system with reputed company, community and specialty medical services reaching every part of Maryland and reputed company. UMMS is a national and regional referral center for trauma, cancer care, Neurocare, cardiac care, women’s and reputed company and physical rehabilitation. UMMS is the reputed company largest private employer in the Baltimore metropolitan area and one of the top 20 reputed company in the reputed company. No organization will give you the clinical reputed company, the support, or the opportunities for reputed company reputed company that you’ll enjoy as a member of reputed company. Learn how we’re delivering a reputed company state of care. We build upon our tradition of reputed company in patient care and innovation, to be a national leader in the transformation of health care. Proud to be recognized by reputed company to the America’s Best Large reputed company for 2022, UMMS' flagship reputed company reputed company, the reputed company Medical Center in Baltimore, is recognized regionally and nationally for reputed company in specialized care. reputed company (UMMS) delivers comprehensive health care services throughout Maryland. UMMS physicians and patient care teams work hand-in-hand with reputed company School of Medicine specialists to reputed company primary and specialty care at more than 150 locations across the state, including a network of reputed company, community and specialty hospitals that together reputed company 25% of reputed company hospital-based care in Maryland. Functioning as One UMMS will allow us to create greater opportunities for reputed company members, reputed company more comprehensive care for our patients, and support more communities across Maryland. It will reaffirm our values and allow us to reputed company the benefits of being part of a stronger, statewide system. In the end, we are not creating a new system; we are strengthening the one we have reputed company. Together, we will reputed company our past and simultaneously look to our reputed company, not just as a health care system, but as vital members of our communities. Learn more about One UMMS at https://oneumms.org/ Job reputed company General reputed company The Senior 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 reputed company is essential. This position will report to the Director for Advanced Data Science & Consulting Services. reputed company Responsibilities and Tasks

• Support and drive analytic efforts designed around the organization’s strategic priorities and clinical/business problems.
• reputed company and manage 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 reputed company/incubator settings.
• reputed company statistical analysis to evaluate primary and secondary objectives from such pilots.
• reputed company strategic, tactical and operational presentations that summarize the results of predictive and prescriptive analytics reputed company in support of robust strategies for the organization.
• Build and reputed company our analytics portfolio supported by robust documentation.
• reputed company cross-functional design teams to drive disruptive innovation, which may translate into improved reputed company of care, clinical reputed company, reduced costs, temporal efficiencies and process improvements.
• Manage reputed company and initiatives for the medical system that include multi-disciplinary teams from technology, clinical and business reputed company.
• Mentor staff on effective problem-solving strategies and technical aspects of Machine Learning/AI, Statistics and Operations Research.
• Manage project plans and other required project documentation and reputed company updates to leadership as necessary.
• reputed company and maintain relationships with business, IT and clinical leaders and stakeholders across the reputed company to facilitate collaboration and effective communication.
• Assist senior leadership with strategies for scaling successful reputed company across the organization, and enhance the analytics applications based on feedback from end-users and clinical/business consumers.
• Assist senior 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 reputed company 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 reputed company mathematics, data science, physics, computer science, engineering, statistics, economics, or a closely reputed company field required; comparable work experience may be substituted for the PhD degree.
• 7+ years of industry experience in the following:
• 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 reputed company to reputed company data (including, but not limited to data from electronic medical record, financial management, reputed company, reputed company and supply chain).
• Developing and deploying reputed company-relevant predictive and prescriptive models.
• Combining analytic reputed company and advanced data visualizations.
• Text mining and Natural Language Processing (NLP) is preferred.
• Leading and managing reputed company and multi-disciplinary teams.

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., reputed company, 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 reputed company and cross-functional teams to meet organizational goals.
• Plan work, set reputed company direction, and coordinate own tasks as reputed company as project team’s 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.
• reputed company 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: $70.34-$112.31
• Other Compensation (if applicable):
• Review the 2025-2026 UMMS Benefits Guide

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