← Risk register SOC 17-2061 · reviewed 2026-08-11

Computer Hardware Engineers

76,660 US workers · median $161,740/yr · Engineering

EXPOSED

Most of the day is screen work inside EDA tools — writing RTL and testbenches, running synthesis and timing closure, scripting flows in Python/Tcl, drafting specs — and AI already produces usable first drafts of all of it. What holds is the physical half: silicon bring-up on the bench, scope-and-probe debug of signal integrity and power delivery, thermal and EMC validation, and the accountable call to commit a multi-million-dollar mask set or release a board to manufacturing. No PE license gates the work in practice, so there is no regulatory floor under the job.

10-year outlook: Headcount per design team shrinks as AI absorbs RTL, scripting, and documentation, while demand concentrates on engineers who can debug real hardware and own tape-out and release decisions.

Score — 40/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 10 + 10 + 3 + 5 + 12 = 40.

Task resistance 10/20

Mixed — a routine tier and a judgment tier. RTL coding, testbench generation, constraint files, Tcl/Python flow scripts and datasheet-driven spec documents are all text artifacts that LLM tooling already drafts to a reviewable standard, which is why this sits at 10 rather than 15 — but post-silicon bring-up, root-causing a marginal DDR eye or an intermittent brownout on a real board, still cannot be done from a prompt.

Embodiment 10/20

Some physical or field component. A 10 reflects the split week: most hours in Vivado/Quartus, Cadence or Synopsys on a workstation, then real time in the lab with a 4-GHz scope, TDR, thermal camera and an anechoic or GTEM chamber, soldering rework and reflashing boards — physical, but in a climate-controlled lab bench, not a rooftop or a trench, which keeps it well below the 13+ field-work band.

Liability shield 3/20

No licence, no signature requirement. The industrial exemption means almost no hardware engineer stamps anything as a PE; sign-off on a tapeout or an ECO is an internal gate approved by a design-review board and a program manager, and IPC or UL certification attaches to the product and the test house, not to your name — the 3 is for that near-total absence of a personal licence.

Trust premium 5/20

Anonymous artifact production. Your output is a netlist, a Gerber stack-up and a bring-up report that a fab, an OSAT or a contract manufacturer consumes without knowing who authored it; the 5 rather than 0 covers the standing you build with a specific foundry PDK team, package vendor or SoC integration lead who takes your word on a corner-case waiver.

Judgment & accountability 12/20

Meaningful discretion. Committing a mask set at $2-10M, waiving a timing violation on a hold path, or declaring a board fit for volume manufacture are ambiguous calls made on incomplete silicon data with schedule pressure — genuine discretion, but bounded by DRC/DFM rules, signoff corners, qual standards like JEDEC and AEC-Q100, and a review chain above you, which places it at 12 not 17.

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

Tasks already automatable

What survives

Active moats: embodiment, 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.

Nuclear Engineers EXPOSED · 57/100 · you already have ~71% of the skill profile

Skills to close: Science, Monitoring, Mathematics, Negotiation

Electro-Mechanical and Mechatronics Technologists and Technicians EXPOSED · 55/100 · you already have ~69% of the skill profile

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

Avionics Technicians SAFE · 71/100 · you already have ~59% of the skill profile

Skills to close: Equipment Maintenance, Repairing, Troubleshooting, Installation

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.