Employment
8,755
Total employees (Census CBP)
Manufacturing ·NAICS 331410
NAICS 331410 · IRS SOI 2023 · Census CBP
$84,915/yr average annual pay, with 7 SBA loans on record for NAICS 331410.
Data updated July 2026
The verdict · NAICS 331410
California leads Nonferrous Metal (except Aluminum) Smelting and Refining activity nationally, across 112 establishments employing 9K workers. IRS SOI doesn't publish margin data at this NAICS level.
Nonferrous Metal (except Aluminum) Smelting and Refining sits inside Manufacturing.
112 establishments employ 8,755 workers (78.2/location) at $84,915/yr average annual pay. California leads employment, followed by Illinois and Florida.
Employment
8,755
Total employees (Census CBP)
Avg Payroll / Employee
$84,915/yr
Annual compensation
Establishments
112
Business locations
Release-over-release change
Employment increased by 1,158; establishment count decreased by 3. This comparison uses two published national Census County Business Patterns releases; suppressed fields are omitted rather than estimated.
| State | Employment |
|---|---|
| California | 452 |
| Illinois | 112 |
| Florida | 5 |
Showing top 10 of 14 states
SBA Loans Approved
7
Total Loan Volume
$8M
Avg Loan Size
$1092K
Jobs Supported
91
Top SBA Lender
Savings Bank of Walpole
2 loans in this industry
New Business Share
14.3% of borrowers were new/startup businesses
These links are calculated from the current national dataset. They are comparison paths, not recommendations or evidence that businesses operate alike.
How this ranks: Its Census employment total exceeds 12% of that same 801-industry cohort. Calculated by ranking this industry's reported value against every other industry at the same NAICS digit-level, not the whole dataset: comparing a 6-digit detail industry to a 2-digit sector would mix incompatible scales.
Same NAICS detail level, ordered by the smallest difference in reported Census employment.
Benchmarking Nonferrous Metal (except Aluminum) Smelting and Refining
Sources: IRS Statistics of Income (SOI) Business Tax Statistics · Census Bureau County Business Patterns 2023
NAICS 331410 · Data year: 2023
According to the U.S. Census Bureau, which released its 2023 County Business Patterns dataset in June 2025, PlainBizBench benchmarks 2,002 U.S. industries against Internal Revenue Service Statistics of Income data. See our methodology for the full compilation process.
Read our methodology - how this data is sourced, computed, and verified.
Source: U.S. Census Bureau, County Business Patterns / SUSB Industry employment scale, payroll, and firm-size benchmarks · 2023
Every figure on PlainBizBench is rendered directly from federal source data, no number is typed in by an editor. This page aggregates profit-margin, payroll, entity-type, and SBA-lending benchmarks for this industry, live from the dataset. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.