The tasks · ChemistsSOC 19-2031.00
Write technical reports, standards, and specificationsWhat can do this →
88% · agentMostly automatable
Analyze chemical compounds and determine properties using spectroscopy/chromatographyWhat can do this →
85% · agentMostly automatable
Compile and analyze test data to determine process efficiencyWhat can do this →
82% · agentMostly automatable
Develop or improve products, formulas, processes, and analytical methodsWhat can do this →
78% · agentMostly automatable
52% · agentPartly automatable
Conduct quality control tests and maintain laboratory instrumentsWhat can do this →
18% · you keepBarely automatable
The team5 agents · 5 need no setup
Technical documentation agent
Microsoft Word · Microsoft Excel · Microsoft PowerPoint
● No integration needed
Chemical analysis agent
R · Microsoft Excel · Structured query language SQL
● No integration needed
Data compilation and efficiency analysis agent
Microsoft Excel · R · Structured query language SQL
● No integration needed
Product and process development agent
Microsoft Excel · R · Microsoft Visio
● No integration needed
Research collaboration agent
Email · Microsoft PowerPoint · Docs
● No integration needed
You keep this
Conduct hands-on laboratory tests and operate analytical instrumentsMaintain and troubleshoot physical laboratory equipmentApprove final formulations, processes, and analytical methodsOwn safety compliance and regulatory accountability for laboratory operations
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.
