The tasks · Chemical TechniciansSOC 19-4031.00
Analyze chemical data and interpret test resultsWhat can do this →
88% · agentMostly automatable
Prepare technical reports and documentationWhat can do this →
85% · agentMostly automatable
Analyze chemical compounds and conduct testsWhat can do this →
82% · agentMostly automatable
Develop new processes and production methodsWhat can do this →
75% · agentMostly automatable
Monitor compliance with quality standardsWhat can do this →
58% · agentPartly automatable
Set up and operate laboratory equipmentWhat can do this →
12% · you keepBarely automatable
The team5 agents · 4 need no setup
Chemical Data Analysis Agent
Python · R · Microsoft Excel
● No integration needed
Technical Reporting Agent
Microsoft Word · Microsoft PowerPoint · Microsoft Excel
● No integration needed
Compound Analysis Agent
Python · Database software · Microsoft Excel
● No integration needed
Process Development Agent
Python · R · Docs
● No integration needed
Quality Monitoring Agent
Laboratory information management system LIMS · Microsoft Excel · Database software
Needs Laboratory information management system LIMS
You keep this
Approve final test results and quality certificationsPhysically set up, operate, clean, and maintain laboratory equipmentTrain and supervise laboratory personnel on-siteEnsure laboratory safety compliance and conduct physical audits
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.
