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Where is it easiest to open: School and Employee Bus Transportation

40 states, side by side. Operator counts and wages from Census and BLS; licence records matched on “SOC 53-3051” (soc) for Bus Drivers, School. A blank gate means NO RECORD MATCHED, which is not the same as no licence.

StateOperatorsAvg staffPay / employeeGateLicence titles matched
PA60142.2$23,122not matched—
NJ33243.8$29,917examBUS DRIVER
NY290126.6$39,165examBus Driver; Certified Examiner - Bus Driver
MD27920.9$35,005licenceBUS DRIVER, SCHOOL; BUS DRIVER, TRANSIT AND INTERCITY
MN20052.2$31,987licenceCommercial Driver's License (CDL) Scho
WI18740.1$24,880examSCHOOL BUS DRIVER
MA18364.8$34,013examBUS DRIVER
CT16255.8$35,802not matched—
IL122117.1$29,567examCOMMERCIAL DRIVER (TRUCK AND BUS OPERA
CA12281.0$46,253not matched—
TN11312.3$28,290not matched—
MO8354.3$24,931examCommercial Drivers License (CDL)
DE7318.1$25,023examSchool Supervisor of School Bus Transp
OH7053.1$33,246not matched—
FL5134.9$37,270examCardroom Bus Officer/Director/Sharehol
IN497.4$19,601not matched—
TX4888.4$40,032not matched—
NH3459.8$31,348examCommercial Drivers License (CDL)
MI3449.4$35,618examChauffeur License
RI3369.6$27,279examCommercial Drivers License (CDL); School Bus Driver
MT2624.1$22,049examBus Drivers
OR2666.3$29,443licenceSchool Bus Driver Certificate; Special Pupil Activity Bus (SPAB) Driv
NM2540.5$26,186not matched—
KS23143.4$27,169examCommercial Drivers License (CDL)
ME1725.9$32,145not matched—
WA13112.7$48,167not matched—
LA1361.7$25,345not matched—
AZ10125.5$61,706not matched—
NC958.9$18,562examCommercial Driver License with P and S; Regular Route Passenger Operations By
HI980.8$30,051not matched—
ID877.8$30,715not matched—
GA862.8$43,723not matched—
OK613.3$40,200not matched—
AK59.2$21,957licenceBus Driver, School
NE4118.5$28,673not matched—
ND41.2$18,200not matched—
IA436.8$28,272examBus Driver
VA486.5$60,038not matched—
UT33.0$37,556licenceDRIVER - SCHOOL BUS
NV353.0$43,962not matched—

Axes are shown side by side and deliberately NOT collapsed into a ranking. A composite would be a score with no measured interval, and an unmeasured score is the thing this product exists to argue against. A high licence gate is a cost to enter and a moat once cleared — which of those matters more is the operator's call, not ours.

Licence data courtesy of CareerOneStop, sponsored by the U.S. Department of Labor. Free to read, no account, always — a condition of the data licence as well as our own position.