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Occupation · Sales and Related Occupations

Parts Salespersons

SOC 41-2022.00 · 36,416 matched workers · high confidence

Republican lean
41.7% Democratic, 58.3% Republican

Two-party shares across 36,416 workers in this occupation matched to voter registration records.

41.7%
58.3%
DemocraticRepublican
Imputed
42.2% D · 57.8% R
Includes lean for unaffiliated registrants
Major group
Sales and Related Occupations
SOC major code 41-0000
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Where Parts Salespersons falls

Among the most Republican-leaning occupations in Sales and Related Occupations (91th percentile).

← DemocraticRepublican →Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products — 46% DemocraticReal Estate Sales Agents — 46% DemocraticSales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel — 51% DemocraticFirst-Line Supervisors of Retail Sales Workers — 60% DemocraticRetail Salespersons — 62% DemocraticSales Representatives, Wholesale and Manufacturing, Technical and Scientific Products — 38% DemocraticAdvertising Sales Agents — 54% DemocraticSales Engineers — 48% DemocraticSecurities, Commodities, and Financial Services Sales Agents — 45% DemocraticInsurance Sales Agents — 45% DemocraticSales and Related Workers, All Other — 45% DemocraticDemonstrators and Product Promoters — 60% DemocraticReal Estate Brokers — 44% DemocraticFirst-Line Supervisors of Non-Retail Sales Workers — 54% DemocraticCashiers — 67% DemocraticCounter and Rental Clerks — 53% DemocraticDoor-to-Door Sales Workers, News and Street Vendors, and Related Workers — 41% DemocraticTravel Agents — 58% DemocraticTelemarketers — 65% DemocraticGambling Change Persons and Booth Cashiers — 68% DemocraticSolar Sales Representatives and Assessors — 48% DemocraticModels — 69% DemocraticParts Salespersons — 42% Democratic0%25%50%75%100%
Each dot is one of the 22 other occupations in Sales and Related Occupations; size scales by worker count. Hover to see names — click to jump.

How this is measured

VRscores estimate the partisan composition of an occupation by linking voter registration records to employment profiles. Each worker is assigned to one occupation per year. The two-party shares above exclude workers with no major-party affiliation.

Read the full methodology or the published Organization Science paper.

Other occupations in Sales and Related Occupations

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Citation

Kagan, Max; Frake, Justin; Hurst, Reuben (2026). “VRscores: A New Measure and Data Set of Workforce Politics Using Voter Registrations.” Organization Science, 37(2), 444–465.
https://doi.org/10.1287/orsc.2025.20402