AI exposure: Nanosystems Engineers
Design, develop, or supervise the production of materials, devices, or systems of unique molecular or macromolecular composition, applying principles of nanoscale physics and electrical, chemical, or biological engineering.
Reading this score
computed34.3% of this occupation's weighted task load is exposed, which puts Nanosystems Engineers at the 59th percentile of 923 occupations. The capability is largely there. Its average task scores 2.3 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 context. Across this occupation's 25 tasks it averages 2.04 out of 3, the highest of the five friction dimensions. In plain terms, the work depends on knowledge the model cannot hold. Much of this job runs on things that were never written down: what this particular organisation does, what happened last week, what the person across the table actually meant. That context is the barrier, and it erodes as systems are given more access.
The most exposed thing this job does is Write proposals to secure external funding or to partner with other companies, at 73.3%. The least is Integrate nanotechnology with antimicrobial properties into products, at 10.0%. A gap of 63.3% 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 39 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, 14 are currently banded exposed, 5 assisted and 6 untouched. For that distribution to shift materially would take cheaper ways to verify output, since the cost of checking is currently doing more to hold this work in place than the cost of producing it. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
25 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Write proposals to secure external funding or to partner with other companies. | 73.3% | 26.7% | 0.0% | 3.65 | exposed |
| Provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use. | 73.3% | 26.7% | 0.0% | 3.56 | exposed |
| Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations. | 55.4% | 32.1% | 12.5% | 3.81 | exposed |
| Identify new applications for existing nanotechnologies. | 55.0% | 20.0% | 25.0% | 3.35 | exposed |
| Provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems. | 50.0% | 25.0% | 25.0% | 4.28 | exposed |
| Coordinate or supervise the work of suppliers or vendors in the designing, building, or testing of nanosystem devices, such as lenses or probes. | 50.0% | 25.0% | 25.0% | 3.17 | exposed |
| Conduct research related to a range of nanotechnology topics, such as packaging, heat transfer, fluorescence detection, nanoparticle dispersion, hybrid systems, liquid systems, nanocomposites, nanofabrication, optoelectronics, or nanolithography. | 45.0% | 30.0% | 25.0% | 4.05 | exposed |
| Develop processes or identify equipment needed for pilot or commercial nanoscale scale production. | 45.0% | 30.0% | 25.0% | 3.56 | exposed |
| Engineer production processes for specific nanotechnology applications, such as electroplating, nanofabrication, or epoxy. | 45.0% | 30.0% | 25.0% | 3.47 | exposed |
| Prepare nanotechnology-related invention disclosures or patent applications. | 45.0% | 30.0% | 25.0% | 2.89 | exposed |
| Design nano-based manufacturing processes to minimize water, chemical, or energy use, as well as to reduce waste production. | 30.0% | 20.0% | 50.0% | 3.08 | exposed |
| Design nanosystems with components such as nanocatalysts or nanofiltration devices to clean specific pollutants from hazardous waste sites. | 30.0% | 20.0% | 50.0% | 3.00 | exposed |
| Develop catalysis or other green chemistry methods to synthesize nanomaterials, such as nanotubes, nanocrystals, nanorods, or nanowires. | 30.0% | 20.0% | 50.0% | 2.71 | exposed |
| Reengineer nanomaterials to improve biodegradability. | 26.7% | 23.3% | 50.0% | 2.86 | exposed |
| Design or engineer nanomaterials, nanodevices, nano-enabled products, or nanosystems, using three-dimensional computer-aided design (CAD) software. | 23.3% | 26.7% | 50.0% | 3.30 | assisted |
| Design nanoparticle catalysts to detect or remove chemical or other pollutants from water, soil, or air. | 23.3% | 26.7% | 50.0% | 2.58 | assisted |
| Develop green building nanocoatings, such as self-cleaning, anti-stain, depolluting, anti-fogging, anti-icing, antimicrobial, moisture-resistant, or ultraviolet protectant coatings. | 23.3% | 26.7% | 50.0% | 2.38 | assisted |
| Design or conduct tests of new nanotechnology products, processes, or systems. | 20.0% | 30.0% | 50.0% | 3.76 | assisted |
| Apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells. | 20.0% | 30.0% | 50.0% | 3.35 | assisted |
| Generate high-resolution images or measure force-distance curves, using techniques such as atomic force microscopy. | 15.0% | 10.0% | 75.0% | 3.57 | untouched |
| Create designs or prototypes for nanosystem applications, such as biomedical delivery systems or atomic force microscopes. | 11.7% | 13.3% | 75.0% | 3.71 | untouched |
| Supervise technologists or technicians engaged in nanotechnology research or production. | 10.0% | 15.0% | 75.0% | 4.24 | untouched |
| Synthesize, process, or characterize nanomaterials, using advanced tools or techniques. | 10.0% | 15.0% | 75.0% | 4.00 | untouched |
| Design nano-enabled products with reduced toxicity, increased durability, or improved energy efficiency. | 10.0% | 15.0% | 75.0% | 3.25 | untouched |
| Integrate nanotechnology with antimicrobial properties into products, such as household or medical appliances, to reduce the development of bacteria or other microbes. | 10.0% | 15.0% | 75.0% | 2.75 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
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 | 2.26 | 0-4 |
| Embodiment | 0.96 | 0-3 |
| Presence | 0.30 | 0-3 |
| Accountability | 1.44 | 0-3 |
| Context | 2.04 | 0-3 |
| Verification cost | 2.00 | 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.