UK AI Exposure · Professional occupations
Quality control and planning engineers
Quality control and planning engineers plan production schedules, work sequences, and manufacturing and processing procedures to ensure accuracy, quality and reliability.
- Employees (UK)
- 50k
- Median annual pay
- £42,511
- Exposure score ?
- 1.8/10 Minimal direct 1.8 · with tools 8.8
- Wage exposure
- £383m
Higher exposure than 77% 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.
The tasks in this role, ranked by AI exposure
Below are the real tasks O*NET records for this occupation, sorted highest exposure first. "AI can do this" means a language model can already handle the task directly. "AI can help" means an LLM can assist but not replace. "Human work" means today's AI doesn't touch it. Importance is O*NET's 1–5 rating of how central each task is to the role.
7 of 31 tasks in this role are things an AI can already do today. Task list mapped via O*NET "Microsystems Engineers" (17-2199.06).
Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.
Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.
Develop customer documentation, such as performance specifications, training manuals, or operating instructions.
Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices.
Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines.
Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications.
Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy.
Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.
Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability.
Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.
Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.
Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software.
Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems.
Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes.
Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology.
Conduct analyses addressing issues such as failure, reliability, or yield improvement.
Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining.
Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology.
Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.
Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements.
Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing.
Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers.
Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.
Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications.
Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications.
Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays.
Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications.
Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.
Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing.
Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology.
Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.
Where a project with Alex usually starts for this role
These are the highest-importance tasks in this role that a language model can already handle directly. 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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Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.
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Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.
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Develop customer documentation, such as performance specifications, training manuals, or operating instructions.
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 →
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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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