UK AI Exposure · Associate professional occupations
Laboratory technicians
Laboratory technicians carry out routine laboratory tests and checks and perform a variety of technical support functions requiring the application of established or prescribed procedures and techniques to assist scientists with their research, development, analysis and testing, and to verify the physical, chemical and other characteristics of materials and products.
- Employees (UK)
- 64k
- Median annual pay
- £26,861
- Exposure score ?
- 1.6/10 Minimal 7.7/10 High strict reading · with tools is 7.7/10 with-tools reading · strict is 1.6/10
- Wage exposure
- £275m £1.32bn
Higher exposure than 72% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
Most of the routine task inventory in this role can already be done by a capable LLM. That doesn't mean the role disappears - it means the shape changes, and one person can credibly do the work of several.
If you're in this role, here's what to do now
Stop doing anything an LLM can do. Your edge is judgment, relationships, taste, and the parts of the work that require you to be in the room. The operators who notice this first and redesign their workflow around it will be paid for those things; the ones who cling to the old task list will compete against AI at AI's prices.
Where a project with Alex usually starts for this role
These are the highest-importance tasks a language model can already handle directly today. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.
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Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.
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Write or revise standard quality control operating procedures.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.
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Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.
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Perform visual inspections of finished products.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Quality Control Analysts" (19-4099.01).
What AI can already do
6 of 26 tasks · unaided
Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.
Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.
Write or revise standard quality control operating procedures.
Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.
Prepare or review required method transfer documentation including technical transfer protocols or reports.
Develop and qualify new testing methods.
Where humans still hold the line
20 of 26 tasks
Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.
Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.
Calibrate, validate, or maintain laboratory equipment.
Ensure that lab cleanliness and safety standards are maintained.
Perform visual inspections of finished products.
Compile laboratory test data and perform appropriate analyses.
Identify and troubleshoot equipment problems.
Investigate or report questionable test results.
Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.
Identify quality problems and recommend solutions.
Participate in out-of-specification and failure investigations and recommend corrective actions.
Receive and inspect raw materials.
Train other analysts to perform laboratory procedures and assays.
Supply quality control data necessary for regulatory submissions.
Serve as a technical liaison between quality control and other departments, vendors, or contractors.
Participate in internal assessments and audits as required.
Review data from contract laboratories to ensure accuracy and regulatory compliance.
Evaluate analytical methods and procedures to determine how they might be improved.
Coordinate testing with contract laboratories and vendors.
Evaluate new technologies and methods to make recommendations regarding their use.
Tasks via O*NET "Quality Control Analysts" (19-4099.01).
What AI can already do
22 of 26 tasks · with tools
Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.
Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.
Perform visual inspections of finished products.
Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.
Compile laboratory test data and perform appropriate analyses.
Identify and troubleshoot equipment problems.
Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.
Investigate or report questionable test results.
Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.
Identify quality problems and recommend solutions.
Participate in out-of-specification and failure investigations and recommend corrective actions.
Supply quality control data necessary for regulatory submissions.
Serve as a technical liaison between quality control and other departments, vendors, or contractors.
Write or revise standard quality control operating procedures.
Participate in internal assessments and audits as required.
Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.
Prepare or review required method transfer documentation including technical transfer protocols or reports.
Review data from contract laboratories to ensure accuracy and regulatory compliance.
Develop and qualify new testing methods.
Evaluate analytical methods and procedures to determine how they might be improved.
Coordinate testing with contract laboratories and vendors.
Evaluate new technologies and methods to make recommendations regarding their use.
Where humans still hold the line
4 of 26 tasks
Calibrate, validate, or maintain laboratory equipment.
Ensure that lab cleanliness and safety standards are maintained.
Receive and inspect raw materials.
Train other analysts to perform laboratory procedures and assays.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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