Calibrate scientific or technical 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 | 20 occupations |
| Tool categories that apply | None |
| O*NET activity | Handling and Moving Objects (4.A.3.a.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 20 occupations that perform it.
- Adjust surveying instruments to maintain their accuracy.
- Calibrate vehicle systems, including control algorithms or other software systems.
- Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.
- Install, calibrate, operate, or maintain robots.
- Adjust, repair, or replace faulty components of test setups and equipment.
- Repair, rework, or calibrate hydraulic or pneumatic assemblies or systems to meet operational specifications or tolerances.
- Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.
- Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.
- Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.
- Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards.
- Select, calibrate, or operate equipment used in the non-destructive testing of products or materials.
- Adjust or maintain equipment, such as lasers, laser systems, microscopes, oscilloscopes, pulse generators, power meters, beam analyzers, or energy measurement devices.
- Install, maintain, and calibrate instruments such as those that monitor water levels, rainfall, and sediments.
- Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.
- Calibrate microscopes or test instruments.
- Adjust or repair testing, electrical, or mechanical equipment or devices.
- Calibrate and maintain chemical instrumentation sensing elements and sampling system equipment, using calibration instruments and hand tools.
- Calibrate, validate, or maintain laboratory equipment.
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
20 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Aerospace Engineering and Operations Technologists and Technicians
- Automotive Engineers
- Calibration Technologists and Technicians
- Electro-Mechanical and Mechatronics Technologists and Technicians
- Environmental Science and Protection Technicians, Including Health
- Geological Technicians, Except Hydrologic Technicians
- Hydrologists
- Industrial Engineering Technologists and Technicians
- Mechatronics Engineers
- Medical Dosimetrists
- Nanotechnology Engineering Technologists and Technicians
- Non-Destructive Testing Specialists
- Nuclear Monitoring Technicians
- Photonics Technicians
- Precision Agriculture Technicians
- Quality Control Analysts
- Remote Sensing Technicians
- Robotics Engineers
- Robotics Technicians
- Surveyors
Work that goes with it
O*NET groups these under “Adjust equipment to ensure adequate performance”. 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.