Retail Trade

Retail Trade is a U.S. industry in the NAICS classification. The Bureau of Labor Statistics estimates about 15,593,500 workers across 433 detailed occupations in it. A typical worker earns around $40,823 a year (Singulariki estimate, see below).

The Sector as a Whole The Retail Trade sector comprises establishments primarily engaged in retailing merchandise, generally without transformation, and rendering services incidental to the sale of merchandise. The retailing process is the final step in the distribution of merchandise; retailers are, therefore, organized to sell merchandise in small quantities to the general public. Retail stores are fixed point-of-sale locations, located and designed to attract a high volume of walk-in customers. In general, retail stores have extensive displays of merchandise and use mass-media advertising to attract customers. Retailers often reach customers and market merchandise with methods other than, or in addition to, physical stores, such as Internet websites, the broadcasting of "infomercials," the broadcasting and publishing of direct-response advertising, the publishing of paper and electronic catalogs, door-to-door solicitation, in-home demonstration, selling from portable stalls (street vendors, except food), and distribution through vending machines. Establishments engaged in the direct sale and home delivery of products, such as home heating oil dealers and home delivery newspaper routes, are included here. Retail establishments typically sell merchandise to the general public for personal or household consumption, but some also serve business and institutional clients. These include office supply retailers, computer and software retailers, building materials dealers, plumbing supply retailers, and electrical supply retailers. In addition to retailing merchandise, some retailers are also engaged in the provision of after-sales services, such as repair and installation. For example, new automobile dealers, electronics and appliance retailers, and musical instrument and supplies retailers often provide repair services. As a general rule, establishments engaged in retailing merchandise and providing after-sales services are classified in this sector. Retail trade establishments are grouped into industries and industry groups typically based on one or more of the following criteria: (a) The merchandise line or lines carried; for example, specialty retailers are distinguished from general-line retailers. (b) The usual trade designation of the establishments. This criterion applies in cases where a retailer is well recognized by the industry and the public, but difficult to define strictly in terms of merchandise lines carried; for example, pharmacies and department stores. (c) Human resource requirements in terms of expertise; for example, the staff of an automobile dealer requires knowledge in financing, registering, and licensing issues that are not necessary in other retail industries. The buying of goods for resale is a characteristic of retail trade establishments that particularly distinguishes them from establishments in the agriculture, manufacturing, and construction industries. For example, farms that sell their products at or from the point of production are not classified in retail, but rather in agriculture. Similarly, establishments that both manufacture and sell their products to the general public are not classified in retail, but rather in manufacturing. However, establishments that engage in processing activities incidental to retailing are classified in retail. This includes optical goods retailers that grind lenses, and meat and seafood retailers that process carcasses into cuts. Wholesalers also engage in the buying of goods for resale, but they are not usually organized to serve the general public. They typically operate from a warehouse or office, and neither the design nor the location of these premises is intended to solicit a high volume of walk-in traffic. Wholesalers supply institutional, industrial, wholesale, and retail clients; their operations are, therefore, generally organized to purchase, sell, and deliver merchandise in larger quantities. However, dealers of durable nonconsumer goods, such as farm machinery and heavy-duty trucks, are included in wholesale trade even if they often sell these products in single units.

Employment is national May 2024 OEWS. "Typical pay" is Singulariki's own figure — the employment-weighted average of each occupation's national median wage — a rough center of the industry, not an official BLS number.

The Retail Trade workforce sits at the 54th percentile of AI task overlap — 15,593,500 U.S. workers

• Weighting every occupation by its real share of Retail Trade employment, the industry's workforce ranks in the 54th percentile (Moderate band) for AI task overlap — overlap with what AI can attempt, not a measure of jobs at risk. (Eloundou et al. + Felten AIOE, weighted by BLS OEWS)
• The industry employs about 15,593,500 U.S. workers across 433 occupations. (BLS OEWS (May 2024))
• Employment-weighted typical annual pay is about $40,823. (BLS OEWS (May 2024))
• Of AI use observed across this industry's occupations, 40% looks like augmentation rather than automation — from a Claude.ai sample, not a census. (Anthropic Economic Index)

Source: Singulariki — "Retail Trade". https://singulariki.com/industries/44-45
Note: AI task overlap measures what today's AI can attempt, not automation, job loss, or a forecast.

@misc{singulariki-44-45,
  title  = {Retail Trade},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; Census NAICS 2022; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026},
  url    = {https://singulariki.com/industries/44-45}
}