Will AI replace Clinical Data Managers?
AI reaches most of this job’s work.
57/100
Very high exposure
More exposed to AI than 88% of US workers.
- AI already used in
- 27% of the work
- As AI tools mature: up to
- 76% of the work
What the job involves
Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends.
Where AI reaches the work
The job’s main tasks, heaviest first, by how far AI reaches them.
Already happening(6)
- Process clinical data, including receipt, entry, verification, or filing of information.
- Design forms for receiving, processing, or tracking data.
- Prepare data analysis listings and activity, performance, or progress reports.
- Prepare appropriate formatting to data sets as requested.
- Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
and 1 more
Within reach(10)
- Design and validate clinical databases, including designing or testing logic checks.
- Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
- Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.
- Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.
- Write work instruction manuals, data capture guidelines, or standard operating procedures.
and 5 more
Out of reach(5)
- Monitor work productivity or quality to ensure compliance with standard operating procedures.
- Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
- Track the flow of work forms, including in-house data flow or electronic forms transfer.
- Train staff on technical procedures or software program usage.
- Supervise the work of data management project staff.
Also called
Clinical Data Manager · Clinical Data Coordinator · Clinical Data Management Director (CDM Director) · Clinical Data Management Manager (CDM Manager) · Clinical Informatics Manager · Data Deliverables Manager · Data Management Manager · Abstractor
Related jobs
What these numbers mean
The score is the share of this job’s work, weighted by how important and frequent each task is, that AI could do in half the time: tasks an AI model could do alone count in full, tasks that need software built on AI count half.
“AI already used” is the share of the work in tasks where people are recorded using AI today. “As AI tools mature” counts every task AI could halve, with or without extra software.
The percentile compares the score with every job’s, weighted by how many people in the US do each one. Exposure means AI could change how the work is done, not that the job goes away. These are estimates for the typical job, not predictions.
Sources
- O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration
- GPTs are GPTs: Labor market impact potential of LLMs (task labels), Eloundou, Manning, Mishkin & Rock (2023), OpenAI and University of Pennsylvania
- Anthropic Economic Index: labor market impacts (task penetration), Anthropic
- Occupational Employment and Wage Statistics, May 2025 (national and metropolitan areas), U.S. Bureau of Labor Statistics