← Risk register SOC 19-4013 · reviewed 2026-08-11

Food Science Technicians

14,600 US workers · median $52,130/yr · Science

EXPOSED

Roughly half the job is physical: pulling samples off the production line, prepping plates and titrations, running pH/moisture/micro assays, calibrating instruments, swabbing equipment. The other half — logging results, charting SPC trends, writing batch reports, checking specs against labels — is exactly what lab software plus LLMs now handle, and automated inline analyzers already eliminate some manual testing. No license protects the role, and the accountable sign-off belongs to the food scientist or QA manager above you.

10-year outlook: Employment holds roughly flat or drifts down as inline sensors and automated LIMS reporting absorb routine testing and paperwork, while techs who anchor themselves in food safety verification, method validation, and plant-floor investigations keep steady work.

Score — 40/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 11 + 13 + 5 + 4 + 7 = 40.

Task resistance 11/20

Mixed — a routine tier and a judgment tier. At 11 the split is real: inline NIR moisture, automated pH probes and plate-reader colony counters have already displaced routine assays, and your CoA transcription, SPC charting and spec-vs-label checks are LIMS-and-LLM work — but sensory panel prep, sanitation swabbing on a wet floor, and hand-titrating a fat content on a product that clogs the analyzer keep it out of single digits.

Embodiment 13/20

Hands-on in uncontrolled environments. 13 reflects that sampling happens where the product is — climbing to a mixer hatch, pulling retorts from a 250°F autoclave, standing in a 34°F cooler cutting cores from a cheese block, dodging a running line during a shift changeover — an uncontrolled plant floor, not a clean bench, though you return to a fixed lab bay for most of the assay work.

Liability shield 5/20

Certification preferred, not legally required. 5 is for HACCP or ServSafe-style certification and USDA/FDA-recognized method training that employers ask for, not a state license: nothing stops the plant from putting a trained operator on the pH meter, and FSMA's Preventive Controls Qualified Individual designation — the one with legal weight — sits with the QA manager, not you.

Trust premium 4/20

Anonymous artifact production. 4 because the customer of your work is a spec sheet and a batch record; the audit trail, not your name, is what a BRC auditor or a co-man customer reads, and a new tech can take over your bench Monday with no one downstream noticing.

Judgment & accountability 7/20

Meaningful discretion. 7 covers the calls you actually make — flagging an out-of-spec Brix, deciding a plate is too overgrown to count, judging whether an off-odor merits escalation — while the hold/release decision, the recall, and the deviation disposition are signed by someone with the PCQI title above you.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence

How to future-proof this job

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.