Data Architect Lead

University of Michigan
Ann Arbor, United States of America
yesterday

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Remote
Ann Arbor, United States of America

Tech stack

API
Clinical Data Repository
Data Architecture
ETL
Data Warehousing
Relational Databases
Linux
Interoperability
Machine Learning
Data Streaming
EHR Systems
Fast Healthcare Interoperability Resources
GIT
Information Technology
Health Level Seven International
Software Version Control
Data Pipelines
Server Operating Systems & Platforms

Job description

BMC2 is a collaborative consortium dedicated to improving the quality of care and outcomes in patients who undergo cardiovascular procedures across the State of Michigan. BMC2 is developing a new heart failure registry, which will take a population health-based approach to measuring outcomes and improving quality of care for patients with heart failure. The new registry will bring together diverse stakeholders including patients, specialists, primary care physicians, and pharmacists. Support for BMC2 is provided by Blue Cross and Blue Shield of Michigan and Blue Care Network as part of the BCBSM Value Partnerships Program., Under limited direction, the Data Scientist will design and construct relational databases for data warehousing of the new BMC2 Heart Failure Registry. This role will develop data modeling and is responsible for data acquisition; access analysis and design; and archive, recovery, and load strategy design. Working with the BMC2 senior programming team, the Data Scientist will be responsible for designing and deploying a new model for data flow and ensuring its alignment with overarching quality goals., * Designs and leads development of the data model and infrastructure, with a focus on scalable, secure, and interoperable solutions.

  • Designs advanced workflows for extracting, transforming, and loading (ETL) clinical data utilizing FHIR protocols?to capture core clinical variables across heterogeneous EHR systems.
  • Ensures seamless integration of new data sources with existing warehouse structures and optimizes data pipelines for high performance and functionality.
  • Establishes rigorous processes for data acquisition, validation, integration, and storage from multiple sites, ensuring data harmonization across varied clinical systems.
  • Applies sophisticated machine learning and predictive analytics methods to generate actionable insights and support population health management.
  • Plan, conduct and supervise assignments involving multiple or one project.
  • Review progress and evaluate results. Schedule and supervise project work. Evaluate progress and results and recommend changes in procedures as needed.
  • Exercise authority to make independent decisions on matters of significance, free from immediate direction, within the scope of their responsibilities., Michigan Medicine conducts background screening and pre-employment drug testing on job candidates upon acceptance of a contingent job offer and may use a third party administrator to conduct background screenings. Background screenings are performed in compliance with the Fair Credit Report Act. Pre-employment drug testing applies to all selected candidates, including new or additional faculty and staff appointments, as well as transfers from other U-M campuses.

Requirements

  • Masters or PhD in Computer Science, Data Science, Statistics, or related field or equivalent professional experience.
  • 5-8 experience in managing data from complex, relational databases, preferably within the healthcare environment.
  • Proven expertise in extracting, transforming, and harmonizing EHR data using APIs specifically utilizing FHIR standards and other healthcare interoperability protocols.
  • Significant familiarity with healthcare data standards (HL7, FHIR, ICD/LOINC codes, REDCap, Epic/Clarity preferred).
  • Demonstrated knowledge of HIPAA, security, and regulatory requirements.
  • Experience with Git-based version control workflows.
  • Familiarity with Linux-based server environments.
  • Ability to work independently, prioritize work effectively, and make sound technical decisions.
  • Effective written and verbal communication skills that bridge various stakeholders to establish trusting relationships.
  • Balance long-term architectural thinking with practical, delivery-focused execution.
  • Demonstrated growth mindset to actively seek opportunities to learn, adapt, and apply new skills and knowledge to enhance team and personal performance.

About the company

Michigan Medicine improves the health of patients, populations and communities through excellence in education, patient care, community service, research and technology development, and through leadership activities in Michigan, nationally and internationally. Our mission is guided by our Strategic Principles and has three critical components; patient care, education and research that together enhance our contribution to society., Michigan Medicine is one of the largest health care complexes in the world and has been the site of many groundbreaking medical and technological advancements since the opening of the U-M Medical School in 1850. Michigan Medicine is comprised of over 30,000 employees and our vision is to attract, inspire, and develop outstanding people in medicine, sciences, and healthcare to become one of the world?s most distinguished academic health systems. In some way, great or small, every person here helps to advance this world-class institution. Work at Michigan Medicine and become a victor for the greater good., 1. Mission-driven Impact: Contribute to improving cardiovascular care and outcomes for thousands of patients across Michigan, making a real difference in patients lives. 2. Collaborative Environment: BMC2 brings together multidisciplinary healthcare professionals physicians, nurses, coordinators, administrators, payers, and quality leaders from across the state to share ideas, best practices, and innovative solutions. 3. Statewide Impact: Play a part in projects that drive change not just locally, but at a statewide level, working with patients, hospitals, and partners from many communities. 4. Commitment to Integrity and Quality: The BMC2 Coordinating Center emphasizes transparency, trust, and quality improvement, making it a great environment for those who value integrity and high standards. 5. Supportive Culture: Work within a supportive team that values lived experiences in all forms and the professional growth of its members. 6. Reputation: Be affiliated with an established and respected organization, known nationally & internationally for advancing patient care.

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