← Risk register SOC 17-2081 · reviewed 2026-08-11

Environmental Engineers

38,340 US workers · median $107,110/yr · Engineering

EXPOSED

A large share of the day is document and screen work — permit applications, NEPA and EIS narrative sections, Phase I ESA desk reviews, regulatory citation lookups, air/water dispersion model runs, and monitoring-data QA — and language models plus modeling automation already handle much of the drafting and summarizing at usable quality. What persists is the stamped remediation design, the site walk where the actual soil, tank, or outfall doesn't match the drawings, and the negotiation with EPA or a state agency over what a compliance path will be. The PE license and personal liability for signed designs are the strongest moat, and they are regulatory rather than technical.

10-year outlook: Report-and-permit production shrinks sharply per project; demand holds for licensed engineers who stamp designs, walk sites, and answer to regulators.

Score — 54/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 10 + 9 + 13 + 9 + 13 = 54.

Task resistance 10/20

Mixed — a routine tier and a judgment tier. AERMOD and MODFLOW runs, Title V permit renewals, Phase I ESA records reviews, and DMR/quarterly monitoring reports are templated enough that a model plus a script covers the first draft, which is why this sits at 10 rather than 15 — the remaining half is sizing a pump-and-treat system or an SVE array against site conditions no dataset describes.

Embodiment 9/20

Some physical or field component. You are on site for tank pulls, soil boring oversight, outfall and stack-test observation, and post-remediation confirmation sampling, but that is weeks a year in steel toes and a hard hat rather than daily — the bulk of the work happens back at a desk, which puts it at 9 instead of the 14+ a field geologist or industrial hygienist would earn.

Liability shield 13/20

Licensed human required and personally liable. The PE stamp on a remediation design, a stormwater or landfill closure plan, or a treatment-system spec is a personal legal exposure under state engineering practice acts, and NPDES and RCRA filings name a responsible engineer — 13 not higher because plenty of environmental engineering work (ESAs, permit support, compliance auditing) is legally performed unstamped by staff who never sit for the PE.

Trust premium 9/20

Some relationship component. Agency reviewers and plant managers come back to the engineer who has run the last three inspections at their facility and knows which state DEQ reviewer will accept an alternate compliance schedule, but the deliverable is a signed and sealed report reviewed on its technical content, not the name on the cover, so it lands at 9.

Judgment & accountability 13/20

Meaningful discretion. Calling a site closed under a risk-based cleanup standard, choosing MNA over active remediation, or deciding a release is reportable under CERCLA 103 are consequential judgments with imperfect data and real downside — 13 rather than 17 because most of these choices are bounded by promulgated cleanup levels, state guidance documents, and a client and agency who both sign off before anything moves.

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

Tasks already automatable

What survives

Active moats: licensure, liability, judgment

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.

Surveyors SAFE · 72/100 · you already have ~59% of the skill profile

Skills to close: Equipment Selection, Equipment Maintenance, Repairing, Operation and Control

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.