← Risk register SOC 19-4021 · reviewed 2026-08-11

Biological Technicians

69,620 US workers · median $57,510/yr · Science

EXPOSED

The modal biological technician runs defined protocols at a bench — sample prep, pipetting, cell culture, PCR, running instruments, logging results — plus a meaningful share of screen work (data tabulation, QC checks, drafting run summaries) that AI already handles. The hands-on portion is real protection, but it happens in a controlled lab, which is exactly where liquid handlers, automated colony pickers, and integrated plate-reader pipelines are already displacing manual steps. There's no license, no signature requirement, and little client relationship, so nothing outside the tasks themselves shields the role.

10-year outlook: Headcount per lab keeps falling as benchtop automation absorbs repetitive prep and analysis, with the surviving roles concentrated in instrument stewardship, live-system handling, and regulated QC.

Score — 35/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 10 + 12 + 3 + 4 + 6 = 35.

Task resistance 10/20

Mixed — a routine tier and a judgment tier. Plating cells, maintaining cultures, feeding animals, calibrating a microscope and troubleshooting a clogged HPLC line still require hands at the bench, but the other half of the day — Excel tabulation, plate-reader output cleanup, ELISA curve fitting, drafting the section of the methods writeup the PI edits — is already being done by software, which is what pins this at 10 rather than the 15+ of a field ecologist.

Embodiment 12/20

Some physical or field component. The work is physical but the environment is engineered to be predictable — a BSC hood, a fixed 96-well footprint, an incubator at 37°C — which is precisely the geometry Hamilton and Opentrons liquid handlers were built for; the 12 reflects the genuinely awkward residue (dissecting tissue, coaxing a temperamental centrifuge, animal handling), not the routine pipetting.

Liability shield 3/20

No licence, no signature requirement. Nothing you produce carries your name in a legally meaningful way: the PI signs the grant report, the study director signs the GLP protocol, the CLIA lab director signs out clinical results, and your role in the audit trail is an initial in a notebook margin that the 3 accounts for.

Trust premium 4/20

Anonymous artifact production. Your outputs move to a PI, a study director or a QC reviewer who cares about the CV of the triplicates, not who ran them; the 4 rather than 0 is the institutional knowledge of which freezer holds which lot and which incubator drifts — real, but it transfers with a two-week handover.

Judgment & accountability 6/20

Executes defined procedures on defined inputs. You work from SOPs, IACUC-approved protocols and validated assay procedures where deviation requires a supervisor's sign-off, so the discretion is narrow — deciding a plate is contaminated and rerunning it, or flagging that a standard curve failed acceptance criteria — which is a 6, not the 10+ of someone choosing the experimental design.

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

Tasks already automatable

What survives

Active moats: embodiment

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.