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Chemical Technicians

Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences.

57,540 people do this job in the US. $60,390 a year.

now
10%

of the working time. Estimate.

Kinds of work
  • 21%
  • 0%
  • 79%
31%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 21% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 9%. Today's estimate: 10%.

0%5%10%15%20%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 1% within reachClaude Opus 4.5, November 2025: 1% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 9% within reachToday (estimate), September 2026: 10% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 16 tasks from .

TaskKind
Set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.Done hourly or more by most who do it. AI observed on this task.14%2.5 h50 min to 5 hStays with people
Conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.Done daily by most who do it. 12%1.7 h25 min to 3.3 hStays with people
Develop or conduct programs of sampling and analysis to maintain quality standards of raw materials, chemical intermediates, or products.Done daily by most who do it. 10%3.3 h1.7 h to 6.7 hStays with people
Provide technical support or assistance to chemists or engineers.Done daily by most who do it. AI observed on this task.9%1.7 h25 min to 4.2 hStays with people
Develop new chemical engineering processes or production techniques.Done more than yearly by most who do it. AI observed on this task.9%2.1 work days6.7 h to 4.2 work days0%Half by Jan 2028
Monitor product quality to ensure compliance with standards and specifications.Done hourly or more by most who do it. 8%1.3 h25 min to 2.5 hStays with people
Compile and interpret results of tests and analyses.Done daily by most who do it. AI observed on this task.7%1.3 h25 min to 2.5 h87%Half by now
Design or fabricate experimental apparatus to develop new products or processes.Done more than yearly by most who do it.6%6.7 h3.3 h to 1.7 work daysStays with people
Provide and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.Done more than monthly by most who do it. 5%1.7 h25 min to 3.3 hStays with people
Write technical reports or prepare graphs or charts to document experimental results.Done more than monthly by most who do it. AI observed on this task.5%1.7 h50 min to 3.3 h90%Half by now
Maintain, clean, or sterilize laboratory instruments or equipment.Done daily by most who do it. 4%38 min13 min to 1.7 hStays with people
Direct or monitor other workers producing chemical products.Done daily by most who do it.3%2.5 h50 min to 6.7 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.