AI exposure: Gas Plant Operators
Distribute or process gas for utility companies and others by controlling compressors to maintain specified pressures on main pipelines.
Reading this score
computedAt 26.2% of weighted task load, Gas Plant Operators sits at the 48th percentile, below the point where a job's centre of gravity has moved. 54.2% 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 19 tasks it averages 1.92 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 Record, review, and compile operations records, test results, and gauge readings such as..., at 73.3%. The least is Clean, maintain, and repair equipment, at 4.3%. A gap of 69.1% 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 production occupations, this one is more exposed than most. The median across the 107 roles in the group is 16.1%, and only 7 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 19 tasks, 7 are currently banded exposed, 1 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 | 1.75 | 0-4 |
| Embodiment | 1.92 | 0-3 |
| Presence | 0.88 | 0-3 |
| Accountability | 1.29 | 0-3 |
| Context | 1.69 | 0-3 |
| Verification cost | 1.79 | 0-3 |
Task by task
19 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows. | 73.3% | 26.7% | 0.0% | 4.42 | exposed |
| Calculate gas ratios to detect deviations from specifications, using testing apparatus. | 73.3% | 26.7% | 0.0% | 3.75 | exposed |
| Read logsheets to determine product demand and disposition, or to detect malfunctions. | 55.0% | 20.0% | 25.0% | 4.18 | exposed |
| Contact maintenance crews when necessary. | 45.0% | 30.0% | 25.0% | 4.04 | exposed |
| Determine causes of abnormal pressure variances, and make corrective recommendations, such as installation of pipes to relieve overloading. | 35.4% | 27.1% | 37.5% | 4.41 | exposed |
| Monitor transportation and storage of flammable and other potentially dangerous products to ensure that safety guidelines are followed. | 30.0% | 20.0% | 50.0% | 4.29 | exposed |
| Adjust temperature, pressure, vacuum, level, flow rate, or transfer of gas to maintain processes at required levels or to correct problems. | 26.7% | 23.3% | 50.0% | 4.35 | exposed |
| Collaborate with other operators to solve unit problems. | 23.3% | 26.7% | 50.0% | 4.32 | assisted |
| Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should. | 21.2% | 16.2% | 62.5% | 4.66 | untouched |
| Test gas, chemicals, and air during processing to assess factors such as purity and moisture content, and to detect quality problems or gas or chemical leaks. | 11.7% | 13.3% | 75.0% | 4.04 | untouched |
| Change charts in recording meters. | 11.7% | 13.3% | 75.0% | 3.27 | untouched |
| Signal or direct workers who tend auxiliary equipment. | 10.8% | 14.2% | 75.0% | 3.88 | untouched |
| Distribute or process gas for utility companies or industrial plants, using panel boards, control boards, and semi-automatic equipment. | 8.3% | 16.7% | 75.0% | 4.61 | untouched |
| Control operation of compressors, scrubbers, evaporators, and refrigeration equipment to liquefy, compress, or regasify natural gas. | 8.3% | 16.7% | 75.0% | 4.50 | untouched |
| Control equipment to regulate flow and pressure of gas to feedlines of boilers, furnaces, and related steam-generating or heating equipment. | 8.3% | 16.7% | 75.0% | 4.50 | untouched |
| Start and shut down plant equipment. | 8.3% | 16.7% | 75.0% | 4.29 | untouched |
| Control fractioning columns, compressors, purifying towers, heat exchangers, and related equipment to extract nitrogen and oxygen from air. | 8.3% | 16.7% | 75.0% | 4.18 | untouched |
| Operate construction equipment to install and maintain gas distribution systems. | 8.3% | 16.7% | 75.0% | 3.38 | untouched |
| Clean, maintain, and repair equipment, using hand tools, or request that repair and maintenance work be performed. | 4.3% | 4.1% | 91.7% | 4.03 | 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.