Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

35.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
High

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Chemical Technicians

They assist scientists by conducting experiments and testing chemicals to ensure products are safe and work well.

This role is evolving

The career of a Chemical Technician is labeled as "Evolving" because AI and automation are gradually changing how routine tasks are done in labs, like tracking inventory and maintaining equipment. While some big labs use robots and AI to speed up experiments, many chemical tests still need human judgment.

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Learn more about how you can thrive in this position

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This role is evolving

The career of a Chemical Technician is labeled as "Evolving" because AI and automation are gradually changing how routine tasks are done in labs, like tracking inventory and maintaining equipment. While some big labs use robots and AI to speed up experiments, many chemical tests still need human judgment.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

48.0%

48.0%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

48.2%

48.2%

Anthropic's Observed Exposure

AI Resilience

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Changing fast iconChanging fast

14.2%

14.2%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

33.3%

33.3%

Althoff & Reichardt

Economic Growth

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Evolving iconEvolving

35.2%

35.2%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

3.7%

Growth Percentile:

59.3%

Annual Openings:

6,700

Annual Openings Pct:

45.6%

Analysis of Current AI Resilience

Chemical Technicians

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Chemical labs are already using software and machines to help with routine chores. For example, digital inventory systems let workers scan chemicals and automate reordering, cutting waste and saving money [1]. This means tasks like tracking supplies (order/inventory) can be partly automated.

Equipment cleaning is also semi-automated: labs use specialized washers or autoclaves for glassware. Some companies are even exploring AI tools to monitor instruments and schedule maintenance before breakdowns [2]. For safety tasks, new tech is helping too.

Experts report that AI systems can analyze lab data to spot hidden hazards or risky patterns faster than people [2]. There is research on using smart sensors and even VR/AR training to improve lab safety without real danger [3] [4].

When it comes to experiments and tests, big labs have started “self-driving” setups. These use robots to run reactions and AI to plan next steps, speeding up research [5] [6]. But these are mostly in advanced R&D settings.

Many chemical tests still need a person’s judgment. Training new technicians is still often done by mentors, though virtual tools (like AR safety simulations) are being tested [4].

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AI Adoption

AI in the real world

AI tools exist for chemical labs, but using them widely has costs and challenges. For example, labs can save time and money with automated inventory software (one report notes labs spend ~25% of their time on ordering tasks, which automation can reduce [1]). AI also promises better safety and accuracy, which appeals to lab managers [2].

However, buying robots or AI systems is expensive compared to human labor, and small labs may stick with trained technicians. Chemical work is also highly regulated for safety, so new AI tools are tested slowly. Overall, some labs adopt automation where it makes clear sense (like reducing waste or improving precision [1] [2]), but many human skills – careful setup, problem-solving, and oversight – remain valuable.

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More Career Info

Career: Chemical Technicians

Employment & Wage Data

Median Wage

$57,790

Jobs (2024)

57,000

Growth (2024-34)

+3.7%

Annual Openings

6,700

Education

Associate's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

80% ResilienceSupplemental

Design or fabricate experimental apparatus to develop new products or processes.

2

75% ResilienceSupplemental

Write technical reports or prepare graphs or charts to document experimental results.

3

70% ResilienceCore Task

Provide technical support or assistance to chemists or engineers.

4

70% ResilienceSupplemental

Operate experimental pilot plants, assisting with experimental design.

5

65% ResilienceSupplemental

Compile and interpret results of tests and analyses.

6

60% ResilienceCore Task

Train new employees on topics such as the proper operation of laboratory equipment.

7

60% ResilienceSupplemental

Develop new chemical engineering processes or production techniques.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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