← Risk register SOC 17-2041 · reviewed 2026-08-11

Chemical Engineers

21,070 US workers · median $125,040/yr · Engineering

EXPOSED

A chemical engineer's screen work — mass and energy balances, Aspen/HYSYS model setup, P&ID markup, spec sheets, batch-record and technical-report writing, routine process-data trending — is exactly the kind of structured quantitative and document work AI now does at usable draft quality. What holds is the physical and accountable half: plant walkdowns, commissioning and startup, troubleshooting a fouling exchanger or off-spec batch on the floor, HAZOP/PHA leadership, and scale-up decisions where being wrong means a release or an explosion. The PE license matters in consulting and stamped work but the industrial exemption means most in-house process engineers work without a personal signature shield.

10-year outlook: Headcount per plant keeps thinning as simulation and reporting automate, while process safety, commissioning, and scale-up roles hold value and become the main entry path.

Score — 51/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 11 + 11 + 8 + 7 + 14 = 51.

Task resistance 11/20

Mixed — a routine tier and a judgment tier. Roughly half the job — steady-state flowsheet convergence, sizing pumps and relief valves against API 520 tables, pulling DCS historian trends, drafting PSM-required operating procedures — is templated enough that AI produces a checkable first pass, but turnaround runs, distillation column troubleshooting on a live tower, and scale-up from bench to 10,000 gallons still need someone who has watched the batch misbehave, which is why this sits at 11 and not 6.

Embodiment 11/20

Some physical or field component. You are in the plant for commissioning, line-breaking permits, sampling off-spec product, and climbing the structure to find where the exchanger is fouling, but most weeks are still office hours in Aspen and Excel with the field time bounded by unit access and PPE — that split, rather than a full-time operations role, puts it at 11 instead of the 15+ an operations supervisor gets.

Liability shield 8/20

Certification preferred, not legally required. The industrial exemption in almost every state means the refinery or specialty-chem employer, not you, carries the engineering liability, so most process engineers never take the PE; the 8 credits the fact that PE stamps do bind consulting and EPC work and that OSHA 1910.119 PSM demands documented engineering competence, without pretending you personally sign anything.

Trust premium 7/20

Some relationship component. Your standing comes from operators and plant managers believing your number when you say the reactor can run 15 degrees hotter, which is real relational capital built over years on one unit — but the deliverable is a datasheet or a HAZOP action item that any competent engineer could have produced, and clients buy the firm's process license, not you, so this lands at 7.

Judgment & accountability 14/20

Exists to be accountable for ambiguous calls. When you approve a relief scenario, sign off on a change of raw material supplier, or lead the PHA that decides a deviation is tolerable, being wrong produces a runaway reaction or a toxic release with names attached to it — the 14 reflects that these calls are genuinely ambiguous and consequential, while stopping short of 18 because MOC review boards, PSM procedure, and corporate process-safety standards structure the decision around you.

Confidence: medium · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: judgment, embodiment, liability

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Mining and Geological Engineers, Including Mining Safety Engineers SAFE · 68/100 · you already have ~82% of the skill profile

Skills to close: Writing, Active Listening, Monitoring, Coordination

Nuclear Power Reactor Operators SAFE · 70/100 · you already have ~57% of the skill profile

Skills to close: Operation and Control, Operations Monitoring, Monitoring, Active Listening

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.