AI exposure: Microsystems Engineers
Research, design, develop, or test microelectromechanical systems (MEMS) devices.
Reading this score
computed37.7% of this occupation's weighted task load is exposed, which puts Microsystems Engineers at the 66th percentile of 923 occupations. The capability is largely there. Its average task scores 2.4 out of 4 on what a current system can produce, and the frictions that hold other jobs in place are comparatively weak here.
What holds the line here is verification cost. Across this occupation's 31 tasks it averages 2.18 out of 3, the highest of the five friction dimensions. In plain terms, checking the output costs more than producing it. Where an undetected error is expensive, dangerous or irreversible, the economics change. Someone has to verify the work, and verifying can cost as much as doing it. This is the friction most likely to fall as tools for checking improve.
The most exposed thing this job does is Propose product designs involving microelectromechanical systems (MEMS) technology, considering..., at 73.3%. The least is Conduct harsh environmental testing, accelerated aging, device characterization, or field..., at 8.3%. A gap of 65.0% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within architecture and engineering occupations, this one is more exposed than most. The median across the 56 roles in the group is 37.5%, and only 24 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 31 tasks, 15 are currently banded exposed, 12 assisted and 4 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
31 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements. | 73.3% | 26.7% | 0.0% | 3.48 | exposed |
| Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting. | 73.3% | 26.7% | 0.0% | 3.39 | exposed |
| Develop customer documentation, such as performance specifications, training manuals, or operating instructions. | 73.3% | 26.7% | 0.0% | 3.18 | exposed |
| Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements. | 60.0% | 40.0% | 0.0% | 3.67 | exposed |
| Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology. | 55.4% | 32.1% | 12.5% | 3.51 | exposed |
| Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software. | 45.0% | 30.0% | 25.0% | 3.89 | exposed |
| Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability. | 45.0% | 30.0% | 25.0% | 3.93 | exposed |
| Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems. | 45.0% | 30.0% | 25.0% | 3.82 | exposed |
| Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology. | 45.0% | 30.0% | 25.0% | 3.65 | exposed |
| Conduct analyses addressing issues such as failure, reliability, or yield improvement. | 40.0% | 35.0% | 25.0% | 3.54 | exposed |
| Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications. | 40.0% | 26.7% | 33.3% | 3.14 | exposed |
| Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes. | 35.0% | 40.0% | 25.0% | 3.21 | assisted |
| Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement. | 35.0% | 40.0% | 25.0% | 3.12 | assisted |
| Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests. | 31.2% | 31.2% | 37.5% | 3.51 | assisted |
| Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints. | 30.0% | 20.0% | 50.0% | 4.02 | exposed |
| Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes. | 26.7% | 23.3% | 50.0% | 3.71 | exposed |
| Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers. | 26.7% | 23.3% | 50.0% | 3.44 | exposed |
| Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications. | 26.7% | 23.3% | 50.0% | 3.31 | exposed |
| Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining. | 23.3% | 26.7% | 50.0% | 3.52 | assisted |
| Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays. | 23.3% | 26.7% | 50.0% | 3.23 | assisted |
| Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines. | 23.3% | 26.7% | 50.0% | – | assisted |
| Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications. | 23.3% | 26.7% | 50.0% | – | assisted |
| Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications. | 20.0% | 30.0% | 50.0% | 3.27 | assisted |
| Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology. | 20.0% | 30.0% | 50.0% | – | assisted |
| Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining. | 20.0% | 30.0% | 50.0% | – | assisted |
| Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices. | 20.0% | 30.0% | 50.0% | – | assisted |
| 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. | 20.0% | 30.0% | 50.0% | – | assisted |
| Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints. | 10.0% | 15.0% | 75.0% | 3.90 | untouched |
| Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing. | 10.0% | 15.0% | 75.0% | 3.45 | untouched |
| Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing. | 10.0% | 15.0% | 75.0% | 3.02 | untouched |
| 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. | 8.3% | 16.7% | 75.0% | 3.87 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean. 6 task(s) lacked a usable O*NET weight and are shown but excluded from the weighting.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 2.44 | 0-4 |
| Embodiment | 0.89 | 0-3 |
| Presence | 0.47 | 0-3 |
| Accountability | 1.68 | 0-3 |
| Context | 2.03 | 0-3 |
| Verification cost | 2.18 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.