The tasks · Validation EngineersSOC 17-2112.02
Analyze validation and test dataWhat can do this →
88% · agentMostly automatable
Prepare validation reports and documentationWhat can do this →
85% · agentMostly automatable
Develop validation protocols and test plansWhat can do this →
82% · agentMostly automatable
Maintain validation databases and recordsWhat can do this →
80% · agentMostly automatable
Communicate compliance documentation to regulatory agenciesWhat can do this →
48% · you keepPartly automatable
Conduct physical validation tests and equipment maintenanceWhat can do this →
18% · you keepBarely automatable
The team4 agents · 4 need no setup
Validation Data Analysis Agent
Microsoft Excel · Microsoft Power BI · Python
● No integration needed
Technical Documentation Agent
Microsoft Office software · Docs · Git
● No integration needed
Protocol Development Agent
Microsoft Excel · Docs · Microsoft PowerPoint
● No integration needed
Database Management Agent
Microsoft Access · Amazon DynamoDB · Microsoft Excel
● No integration needed
You keep this
Approve validation protocols and sign off on compliance submissions to regulatory agenciesOwn accountability for validation test results and product release decisionsConduct hands-on equipment testing, maintenance, and physical sample collectionDirect validation teams and resolve critical deviations requiring engineering judgment
Automatability scores estimate how much of a task an agent can reliably do today, grounded in O*NET task data. They are not predictions of job loss.
Start with these three
The most automatable work in this job, and the one tool we would use for each. Every task has a page of its own with the reasoning and every occupation that does it.
