Inspect production equipment
Little of this can be handed to software today.
This happens in the physical world, so software agents do not touch it. Automation here means robotics and machinery, which is a different market from the one mapped on this site, on a much slower clock.
| How automatable | Barely automatable |
|---|---|
| Kind of work | Physical, manual and inspection work |
| Jobs that do it | 22 occupations |
| Tool categories that apply | None |
| O*NET activity | Inspecting Equipment, Structures, or Materials (4.A.1.b.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 22 occupations that perform it.
- Inspect materials, products, or equipment to detect defects or malfunctions.
- Check all dies, templates, and cutout patterns to be used in the manufacturing process to ensure that they conform to dimensional data, photographs, blueprints, samples, or customer specifications.
- Inspect vats after cleaning to ensure that fermentable residue has been removed.
- Test and adjust machine speeds or actions, according to product specifications, using gauges and hand tools.
- Inspect furnaces and equipment to locate defects and wear.
- Examine molds to ensure they are clean, smooth, and properly coated.
- Inspect machinery to determine necessary adjustments and repairs.
- Inspect machinery to determine whether repairs are needed.
- Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.
- Inspect pulleys, drive belts, guards, or fences on machines to ensure that machines will operate safely.
- Inspect equipment to ensure that specifications are met or to detect any defects.
- Monitor and inspect equipment, computer terminals, switches, valves, gauges, alarms, safety devices, and meters to detect leaks or malfunctions and to ensure that equipment is operating efficiently and safely.
- Inspect equipment or monitor operating conditions, meters, and gauges to determine load requirements and detect malfunctions.
- Inspect operating units, such as towers, soap-spray storage tanks, scrubbers, collectors, or driers to ensure that all are functioning and to maintain maximum efficiency.
- Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.
- Inspect pipelines, tightening connections and lubricating valves as necessary.
- Inspect equipment or units to detect leaks or malfunctions, shutting equipment down, if necessary.
- Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
What we would actually use
Nothing in our landscape addresses this work. That is the honest answer rather than a padded list: this activity needs a person present, or a machine rather than a software agent.
Nothing on this site applies. Automation here is robotics and machinery, a different market on a much slower clock, and no software subscription moves it.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
How people actually do it
No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.
Who does this work
22 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Chemical Equipment Operators and Tenders
- Chemical Plant and System Operators
- Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
- Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
- Fiberglass Laminators and Fabricators
- First-Line Supervisors of Production and Operating Workers
- Food Batchmakers
- Gas Plant Operators
- Metal-Refining Furnace Operators and Tenders
- Petroleum Pump System Operators, Refinery Operators, and Gaugers
- Pourers and Casters, Metal
- Power Distributors and Dispatchers
- Semiconductor Processing Technicians
- Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
- Stationary Engineers and Boiler Operators
- Textile Bleaching and Dyeing Machine Operators and Tenders
- Textile Cutting Machine Setters, Operators, and Tenders
- Textile Knitting and Weaving Machine Setters, Operators, and Tenders
- Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
- Water and Wastewater Treatment Plant and System Operators
- Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Work that goes with it
O*NET groups these under “Inspect commercial, industrial, or production systems or equipment”. In practice they tend to be done by the same person, in the same sitting.
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.