← Risk register SOC 39-3012 · reviewed 2026-08-11

Gambling and Sports Book Writers and Runners

8,950 US workers · median $34,980/yr · Personal Care

COOKED

The core of this job — taking wagers, writing and verifying tickets, calculating payouts, posting odds and results, running slips between counter and window — is transaction processing that mobile sportsbook apps and self-service kiosks already do at lower cost. Physical presence at the window and on the floor gives some cushion, and every worker needs a state gaming license, but that license is a background check, not a professional liability shield. Mobile betting legalization has already moved most handle off the counter, and the counter is where this occupation lives.

10-year outlook: Expect continued shrinkage as mobile apps and kiosks absorb wagering volume; the jobs that remain are floor supervision, compliance, and host roles rather than window writers.

Score — 27/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 4 + 8 + 6 + 5 + 4 = 27.

Task resistance 4/20

Core tasks are already automatable. Keying a bet into the terminal, printing and verifying the ticket, calculating parlay payouts off a stored odds table, and posting line moves to the board are all steps a DraftKings app executes in under two seconds without a human — the only reason a 4 isn't a 0 is that a shift still involves physically handling cash drawers, resolving jammed printers, and dealing with the customer who lost a ticket.

Embodiment 8/20

Some physical or field component. You are standing at a window or walking a floor in a casino for eight hours handling cash, chips, and paper slips, but it's a climate-controlled, camera-covered, fixed-layout room with no lifting, weather, or equipment risk — that's why this sits at 8 and not in the teens with a linesman or an HVAC tech.

Liability shield 6/20

Certification preferred, not legally required. Every state requires a gaming registration or key/non-key license and Title 31 currency-reporting training, which is more than nothing, but that license certifies you passed a criminal background check and know when to file a CTR — the book's odds, limits, and any voided wager sit with the sportsbook operator and its licensed director, not with you at the window.

Trust premium 5/20

Anonymous artifact production. Regulars may know your name and a runner may build rapport with high-volume players, but the bettor is buying the line and the payout, not you — a 5 reflects that the same wager placed on a phone at 3 a.m. is treated as identical by the customer, which is precisely why the handle moved there.

Judgment & accountability 4/20

Executes defined procedures on defined inputs. Your discretionary calls are bounded: confirm the bet before printing, refuse a wager past post time, refuse an underage or self-excluded patron, escalate anything over the house limit or any disputed ticket to a supervisor — the ambiguous decisions (moving a line, accepting sharp action, settling a contested grade) belong to the book manager or risk desk.

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

Tasks already automatable

What survives

Active moats: physical-presence, licensure

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.

Waiters and Waitresses EXPOSED · 49/100 · you already have ~76% of the skill profile

Skills to close: Service Orientation

Sewers, Hand EXPOSED · 43/100 · you already have ~64% of the skill profile

Skills to close: Operations Analysis, Operation and Control

Door-to-Door Sales Workers, News and Street Vendors, and Related Workers EXPOSED · 43/100 · you already have ~64% of the skill profile

Skills to close: Persuasion, Negotiation, Speaking, Social Perceptiveness

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.