AI exposure: Nanotechnology Engineering Technologists and Technicians
Implement production processes and operate commercial-scale production equipment to produce, test, or modify materials, devices, or systems of unique molecular or macromolecular composition. Operate advanced microscopy equipment to manipulate nanoscale objects. Work under the supervision of nanoengineering staff.
Reading this score
computedAt 27.5% of weighted task load, Nanotechnology Engineering Technologists and Technicians sits at the 50th percentile, below the point where a job's centre of gravity has moved. 51.9% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is embodiment. Across this occupation's 25 tasks it averages 1.88 out of 3, the highest of the five friction dimensions. In plain terms, the work has to happen in physical space. A language model cannot move matter. Until the robotics to do this work is both good enough and cheap enough to deploy widely, capability in software does not reach it.
The most exposed thing this job does is Maintain accurate record or batch-record documentation of nanoproduction, at 73.3%. The least is Assemble components, at 0.0%. A gap of 73.3% 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 less exposed than the median of 37.5% across the group's 56 roles, with 52 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 25 tasks, 8 are currently banded exposed, 6 assisted and 11 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
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 | 1.92 | 0-4 |
| Embodiment | 1.88 | 0-3 |
| Presence | 0.46 | 0-3 |
| Accountability | 1.24 | 0-3 |
| Context | 1.70 | 0-3 |
| Verification cost | 1.66 | 0-3 |
Task by task
25 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Maintain accurate record or batch-record documentation of nanoproduction. | 73.3% | 26.7% | 0.0% | 4.36 | exposed |
| Prepare capability data, training materials, or other documentation for transfer of processes to production. | 73.3% | 26.7% | 0.0% | 3.71 | exposed |
| Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management. | 73.3% | 26.7% | 0.0% | 3.63 | exposed |
| Assist nanoscientists or engineers in writing process specifications or documentation. | 60.0% | 40.0% | 0.0% | 3.35 | exposed |
| Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems. | 45.0% | 30.0% | 25.0% | 4.06 | exposed |
| Collect or compile nanotechnology research or engineering data. | 45.0% | 30.0% | 25.0% | 3.69 | exposed |
| Contribute written material or data for grant or patent applications. | 45.0% | 30.0% | 25.0% | 3.50 | exposed |
| Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use. | 35.0% | 40.0% | 25.0% | 3.43 | assisted |
| Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products. | 26.7% | 23.3% | 50.0% | 3.44 | exposed |
| Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives. | 20.0% | 30.0% | 50.0% | 4.00 | assisted |
| Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow. | 20.0% | 30.0% | 50.0% | 4.00 | assisted |
| Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems. | 20.0% | 30.0% | 50.0% | 3.50 | assisted |
| Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization. | 20.0% | 30.0% | 50.0% | 3.29 | assisted |
| Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact. | 20.0% | 30.0% | 50.0% | 3.00 | assisted |
| Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis. | 15.0% | 10.0% | 75.0% | 4.42 | untouched |
| Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools. | 15.0% | 10.0% | 75.0% | 3.84 | untouched |
| Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties. | 12.5% | 12.5% | 75.0% | 4.06 | untouched |
| Calibrate nanotechnology equipment, such as weighing, testing, or production equipment. | 11.7% | 13.3% | 75.0% | 4.28 | untouched |
| Repair nanotechnology processing or testing equipment or submit work orders for equipment repair. | 10.0% | 15.0% | 75.0% | 4.10 | untouched |
| Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements. | 10.0% | 15.0% | 75.0% | 4.05 | untouched |
| Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis. | 10.0% | 15.0% | 75.0% | 3.12 | untouched |
| Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters. | 8.3% | 16.7% | 75.0% | 3.40 | untouched |
| Maintain work area according to cleanroom or other processing standards. | 0.0% | 0.0% | 100.0% | 4.22 | untouched |
| Measure or mix chemicals or compounds in accordance with detailed instructions or formulas. | 0.0% | 0.0% | 100.0% | 3.88 | untouched |
| Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding. | 0.0% | 0.0% | 100.0% | 3.00 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
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.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.