Manufacturing ·NAICS 333997

NAICS 333997 · IRS SOI 2023 · Census CBP

Scale and Balance Manufacturing - Industry Benchmarks

3 SBA loans on record, $5M in volume, for NAICS 333997.

77
Establishments
N/A
Workers employed
N/A
Avg payroll / employee
$5M
SBA lending, FY20–26

Data updated July 2026

The verdict · NAICS 333997

California leads Scale and Balance Manufacturing activity nationally, across 77 establishments employing N/A workers. IRS SOI doesn't publish margin data at this NAICS level.

77
Business establishments (Census)
N/A
Workers employed (Census CBP)
N/A
Avg payroll / employee
$5M
SBA lending, FY20–26

Benchmarking Insights for Scale and Balance Manufacturing

Scale and Balance Manufacturing sits inside Manufacturing.

77 establishments employ N/A workers. California leads employment.

Employment

N/A

Total employees (Census CBP)

Avg Payroll / Employee

N/A

Annual compensation

Establishments

77

Business locations

Release-over-release change

What changed from Census CBP 2022 to 2023

establishment count decreased by 3. This comparison uses two published national Census County Business Patterns releases; suppressed fields are omitted rather than estimated.

Financial Detail

Top States by Employment

State Employment
California 55
Illinois 39

Showing top 10 of 11 states

SBA Lending Activity

SBA FY2020–2026

SBA Loans Approved

3

Total Loan Volume

$5M

Avg Loan Size

$1807K

Jobs Supported

47

Program Breakdown

7(a) 3 (100%)
504 0 (0%)

Top SBA Lender

Readycap Lending, LLC

1 loans in this industry

New Business Share

0.0% of borrowers were new/startup businesses

Frequently Asked Questions

How many businesses are in Scale and Balance Manufacturing?
77 business establishments.
What is the average payroll per employee in Scale and Balance Manufacturing?
Average payroll data for Scale and Balance Manufacturing is not available in the current Census CBP dataset.
Which states have the most Scale and Balance Manufacturing employment?
California leads with 55 workers.
How much SBA lending does Scale and Balance Manufacturing receive?
Scale and Balance Manufacturing businesses received 3 SBA loans totaling $5 million between FY2020 and FY2026. The average loan size was $1807K. These loans supported 47 jobs at origination. Most lending (100%) came through the SBA 7(a) program.

Benchmarking Scale and Balance Manufacturing

Disclaimer: Public IRS/Census data, not financial or tax advice. See our full disclaimer.

Sources: IRS Statistics of Income (SOI) Business Tax Statistics · Census Bureau County Business Patterns 2023

NAICS 333997 · 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.

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.

Disclaimer: Public IRS/Census data, not financial or tax advice. See our full disclaimer.