Field notes from real careers

The brochure tells you the salary.
We read the group chat.

Government statistics say what a career pays. Thousands of first-person accounts say what it costs. We put both in one place — starting with nursing.

Are you a nurse? The accounts above were scraped from public posts. Yours would be on the record, in your own words, with consent — add your answers and see where you sit against every number on this site.

Verbatim excerpts from public posts. Anonymized. Never edited. Sampled evenly across rewards, challenges, and day-to-day — online talk skews negative; representative surveys don't.

The headline numbers

Nursing, in four figures

Sources: U.S. Bureau of Labor Statistics (Occupational Outlook Handbook & Employment Projections), AACN employment survey. Full sourcing on the deep-dive page.

Why this exists

Reviews exist for a $12 phone case. Not for the 40-year decision.

Choosing a career is the biggest financial and personal decision most people make, and the honest information lives scattered across thousands of forum threads written by people already doing the job. We collect those first-person accounts, screen each one — two independent models must agree it is genuinely about the career, and every extracted answer must quote a verbatim sentence from the source — and pair what they say with the official statistics — so you see the salary and the staffing ratios, the job security and the night shifts.

What do the source badges mean?
  • Federal rulemaking comments Filed by name on the public record with a federal agency (e.g. the CMS minimum-staffing rule). Submitting false information is a federal offence, so these carry the most weight of anything here.
  • Congressional testimony Statements entered into the congressional record. Collected, but none currently appear in the displayed quotes.
  • Reddit forum Public posts and comments, anonymized. The largest share of what is shown — candid, but self-selected: people post when something is worth complaining about.
  • YouTube comments Public comments on nursing videos. Collected and used in the aggregate analysis, but not quoted verbatim on the site — so you will not see one of these as a quote.

Screened means two independent AI models had to agree the account is genuinely about this career, and every extracted answer must quote a verbatim sentence from the source or it is dropped. We do not verify anyone's identity or employment.

What you're actually reading

40 displayed quotes
  • Reddit forumforum
    37 · 92.5%
  • Federal rulemaking commentson the record
    3 · 7.5%

Collected ≠ displayed: most collected rows never pass screening, and some sources have produced no displayed quote at all yet. Both numbers are shown so the concentration is visible rather than hidden. Measured 2026-08-15 by counting the pipeline's own outputs; nothing here is estimated.

More careers coming soon

Electrician. Lawyer. Truck driver. Teacher.

One career at a time, done properly. Tell us where to point the microscope next.