AI exposure: Photonics Technicians
Build, install, test, or maintain optical or fiber optic equipment, such as lasers, lenses, or mirrors, using spectrometers, interferometers, or related equipment.
Reading this score
computedAt 24.0% of weighted task load, Photonics Technicians sits at the 45th percentile, below the point where a job's centre of gravity has moved. 61.0% 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 24 tasks it averages 2.00 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 Perform diagnostic analyses of processing steps, using analytical or metrological tools, at 80.0%. The least is Fabricate devices, at 0.0%. A gap of 80.0% 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 less exposed than the median of 37.5% across the group's 56 roles, with 54 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 24 tasks, 8 are currently banded exposed, 1 assisted and 15 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 | 1.42 | 0-4 |
| Embodiment | 2.00 | 0-3 |
| Presence | 0.31 | 0-3 |
| Accountability | 1.08 | 0-3 |
| Context | 1.38 | 0-3 |
| Verification cost | 1.58 | 0-3 |
Task by task
24 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Perform diagnostic analyses of processing steps, using analytical or metrological tools, such as microscopy, profilometry, or ellipsometry devices. | 80.0% | 20.0% | 0.0% | 3.45 | exposed |
| Document procedures, such as calibration of optical or fiber optic equipment. | 73.3% | 26.7% | 0.0% | 3.89 | exposed |
| Compute or record photonic test data. | 70.0% | 30.0% | 0.0% | 4.32 | exposed |
| Recommend optical or optic equipment design or material changes to reduce costs or processing times. | 45.0% | 30.0% | 25.0% | 3.59 | exposed |
| Test or perform failure analysis for optomechanical or optoelectrical products, according to test plans. | 40.0% | 35.0% | 25.0% | 3.73 | exposed |
| Monitor inventory levels and order supplies as necessary. | 39.6% | 22.9% | 37.5% | 3.00 | exposed |
| Assist engineers in the development of new products, fixtures, tools, or processes. | 33.3% | 29.2% | 37.5% | 3.63 | exposed |
| Lay out cutting lines for machining, using drafting tools. | 30.0% | 20.0% | 50.0% | 3.14 | exposed |
| Assist scientists or engineers in the conduct of photonic experiments. | 23.3% | 26.7% | 50.0% | 3.82 | assisted |
| Design, build, or modify fixtures used to assemble parts. | 14.2% | 10.8% | 75.0% | 3.38 | untouched |
| Set up or operate prototype or test apparatus, such as control consoles, collimators, recording equipment, or cables. | 13.3% | 11.7% | 75.0% | 3.47 | untouched |
| Optimize photonic process parameters by making prototype or production devices. | 13.3% | 11.7% | 75.0% | 3.92 | untouched |
| Build prototype optomechanical devices for use in equipment such as aerial cameras, gun sights, or telescopes. | 13.3% | 11.7% | 75.0% | 3.70 | untouched |
| Adjust or maintain equipment, such as lasers, laser systems, microscopes, oscilloscopes, pulse generators, power meters, beam analyzers, or energy measurement devices. | 12.5% | 12.5% | 75.0% | 4.21 | untouched |
| Repair or calibrate products, such as surgical lasers. | 12.5% | 12.5% | 75.0% | 3.43 | untouched |
| Terminate, cure, polish, or test fiber cables with mechanical connectors. | 8.3% | 16.7% | 75.0% | 3.67 | untouched |
| Maintain clean working environments, according to clean room standards. | 0.0% | 0.0% | 100.0% | 4.22 | untouched |
| Set up or operate assembly or processing equipment, such as lasers, cameras, die bonders, wire bonders, dispensers, reflow ovens, soldering irons, die shears, wire pull testers, temperature or humidity chambers, or optical spectrum analyzers. | 0.0% | 0.0% | 100.0% | 3.83 | untouched |
| Assemble fiber optical, optoelectronic, or free-space optics components, subcomponents, assemblies, or subassemblies. | 0.0% | 0.0% | 100.0% | 3.93 | untouched |
| Splice fibers, using fusion splicing or other techniques. | 0.0% | 0.0% | 100.0% | 3.83 | untouched |
| Assemble or adjust parts or related electrical units of prototypes to prepare for testing. | 0.0% | 0.0% | 100.0% | 3.43 | untouched |
| Assemble components of energy-efficient optical communications systems involving photonic switches, optical backplanes, or optoelectronic interfaces. | 0.0% | 0.0% | 100.0% | 3.17 | untouched |
| Mix, pour, or use processing chemicals or gases according to safety standards or established operating procedures. | 0.0% | 0.0% | 100.0% | 3.08 | untouched |
| Fabricate devices, such as optoelectronic or semiconductor devices. | 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.