Data Architect Lead

Michigan Medicine; Ann Arbor (MI); Hybrid; USD 120,000 - 180,000; Full time

Benefits offered by this job

Excellent medical, dental and vision

2:1 Match on retirement savings

Job summary

Michigan Medicine seeks a Data Architect Lead (Data Scientist) to drive design of the Heart Failure Registry data infrastructure. You will model data, build scalable pipelines, and apply analytics to improve population health across Michigan.

The role blends data science with biomedical insight in a mission-driven environment. The position offers hybrid work options and opportunities to collaborate with clinicians, researchers, and informatics teams on large-scale registry development and

Qualifications

• Masters or PhD in Computer Science, Data Science, Statistics, or related field or equivalent professional experience.
• 5-8 years experience in managing data from complex relational databases, preferably within healthcare.
• Proven expertise in extracting, transforming, and harmonizing EHR data using FHIR standards and interoperability protocols.
• Familiarity with healthcare data standards (HL7, FHIR, ICD/LOINC codes, REDCap, Epic/Clarity preferred).
• 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 bridging stakeholders.
• Balance long-term architectural thinking with delivery-focused execution.

Responsibilities

• 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.

Skills

Data modeling

ETL design

FHIR/HL7 interoperability

Healthcare data standards

HIPAA compliance

Git version control

Linux server environments

Independent work

Technical communication

Machine learning analytics

Education

Master's or PhD in Computer Science, Data Science, Statistics, or related field

Tools

Git

Linux

Job description

Mission Statement

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.

Job Summary

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.

We seek a Data Architect Lead (Data Scientist) to drive the design and optimization of our registrys data infrastructure, analytics, and reporting capabilities. This is a unique opportunity to blend data science, architecture, and biomedical expertise in a collaborative and mission-driven environment.

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.

Responsibilities*

• 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.

Required Qualifications*

• 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.

Why Join Michigan Medicine?

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.

What Benefits can you Look Forward to?

• Excellent medical, dental and vision coverage effective on your very first day


• 2:1 Match on retirement savings

Modes of Work

Positions that are eligible for hybrid or mobile/remote work mode are at the discretion of the hiring department. Work agreements are reviewed annually at a minimum and are subject to change at any time, and for any reason, throughout the course of employment. Learn more about the work modes.

Additional Information

Why Work at BMC2

• Mission-driven Impact: Contribute to improving cardiovascular care and outcomes for thousands of patients across Michigan, making a real difference in patients lives.


• 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.


• 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.


• 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.


• Supportive Culture: Work within a supportive team that values lived experiences in all forms and the professional growth of its members.


• Reputation: Be affiliated with an established and respected organization, known nationally & internationally for advancing patient care.

Background Screening

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.

Application Deadline

Job openings are posted for a minimum of seven calendar days. The review and selection process may begin as early as the eighth day after posting. This opening may be removed from posting boards and filled anytime after the minimum posting period has ended.

U-M EEO Statement

The University of Michigan is an Equal Opportunity Employer. We are committed to providing an environment of mutual respect where equal employment opportunities are available to all applicants, including protected veterans and individuals with disabilities.