Job Check
Clinical Data Managers
Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Design and validate clinical databases, including designing or testing logic checks.AI could speed this up a lot
- 02Process clinical data, including receipt, entry, verification, or filing of information.People already use AI for this at work
- 03Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.AI could speed this up, with extra tools
- 04Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.AI could speed this up, with extra tools
- 05Monitor work productivity or quality to ensure compliance with standard operating procedures.AI could speed this up, with extra tools
- 06Prepare appropriate formatting to data sets as requested.People already use AI for this at work
- 07Design forms for receiving, processing, or tracking data.People already use AI for this at work
- 08Prepare data analysis listings and activity, performance, or progress reports.People already use AI for this at work
- 09Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.AI could speed this up, with extra tools
- 10Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.AI could speed this up, with extra tools
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job loss46%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
64%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 98% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Your human edge
AI touches every main task of this job in some way. Your edge is judgment: knowing when AI’s work is right, and checking it before it counts.
AI tools for your work
Official connectors that let an AI assistant work inside the apps data analysts use. Each is made by the app’s own maker.