Chemical Equipment Operators and Tenders

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Monitor gauges, recording instruments, flowmeters, or products to ensure that specified conditions are maintained.69
• Record operational data, such as temperatures, pressures, ingredients used, processing times, or test results.65
• Control or operate equipment in which chemical changes or reactions take place during the processing of industrial or consumer products.65

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Patrol work areas to detect leaks or equipment malfunctions or to monitor operating conditions.58
• Measure, weigh, and mix chemical ingredients, according to specifications.56
• Adjust controls to regulate temperature, pressure, feed, or flow of liquids or gases and times of prescribed reactions, according to knowledge of equipment and processes.55

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

The current data release does not distinguish durable tasks for this role.

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 57 puts Chemical Equipment Operators and Tenders in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 9 of 20 analyzed tasks lean automatable, 11 augmentable, and 0 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $58,040median wage
• 139,630employed
• 14,400annual openings
• +3.3%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Chemical Plant and System Operators 60
• Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders 53
• Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic 49
• Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders 52
• Water and Wastewater Treatment Plant and System Operators 59
• Plating Machine Setters, Operators, and Tenders, Metal and Plastic 43

FAQ — Chemical Equipment Operators and Tenders

What does a score of 57 mean for a Chemical Equipment Operators and Tenders?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 57 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Monitor gauges, recording instruments, flowmeters, or products to ensure that specified conditions are maintained; Record operational data, such as temperatures, pressures, ingredients used, processing times, or test results; Control or operate equipment in which chemical changes or reactions take place during the processing of industrial or consumer products. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The current data release does not distinguish durable tasks for this role.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.