Finish the data phase before lunch.

Every California public agency. 26.8M compensation records across 9,100+ agencies — cleaned, classified, and comparable. Skip the data gathering. Start the analysis.

Built for comp study firms

Your methodology, your deliverables, your client relationships. We provide the data.

Classified Compensation Data

LIVE API

City of Pleasanton

Alameda County • 432 employees • Quality: A

Police OfficerPOLICE-02
$248,391
Senior PlannerPLAN-03
$189,234
City ManagerEXEC-01
$387,254

Auto-classified • All 29 SCO columns • Benefits itemized

api.calcompdata.com

Workflow comparison

Skip the spreadsheet archaeology

The Manual Way

20 – 35 hours

per study, per analyst

1

Download SCO CSVs

2-3 hours29 columns, inconsistent formatting
2

Clean & normalize titles

4-6 hours9,100+ agencies, no standard taxonomy
3

Classify positions to benchmarks

3-5 hoursManual matching, analyst judgment calls
4

Build peer comparisons

2-4 hoursCherry-picking, missing data gaps
5

Look up CalPERS rates

2-3 hoursMultiple plan types, PEPRA vs Classic tiers
6

Validate and cross-check

1-3 hoursMissing data, outlier investigation, reconciliation
7

Calculate cost-to-market

2-3 hoursSpreadsheet formulas, revision cycles
With CalComp Data

Under 2 hours

automated, repeatable, auditable

Find your client agency

GET /v1/agencies?search=< 1 sec

Pull all classified compensation data

GET /v1/positions?agency_id=< 2 sec

Get dimensional similarity scores for peer candidates

GET /v1/agencies/:id/similar< 1 sec

Generate formatted Excel workbook

GET /v1/export/positions< 30 sec

For Compensation Consultants

From 18 hours to 2 hours per comp study

How comp study firms use CalComp Data

A California compensation consulting firm conducting 15+ total comp studies per year currently spends 18–25 hours per engagement on data gathering: downloading SCO CSVs, cleaning title inconsistencies, matching positions to benchmark classifications, collecting salary schedules and MOU terms from peer agencies, and looking up CalPERS rates.

With CalComp Data, firms pull classified salary data, peer comparisons, and salary schedules with step progressions in minutes — then go straight to analysis. Board packet intelligence surfaces new comp study opportunities before the RFP is even published.

Based on typical compensation study workflows in California municipal consulting. Actual results vary by firm size, methodology, and study complexity.

Data gathering per study

18 hours

2 hours

89% reduction
Comp studies per quarter

4

7

75% increase
Position classification

Manual crosswalk

Auto-classified

273 taxonomy codes

Data coverage

The most complete CA compensation dataset

0

Position Records

All 10 SCO employer types, 2014-2024

0+

Agencies

Cities, counties, special districts, K-12, CSU, UC

0

Years of Data

2014 through 2024, updated annually

0+

CalPERS Plans

Employer rates, formulas, tiers

0+

Financial Records

SCO FTR fiscal data

0

Taxonomy Codes

Auto-classified with SOC crosswalks

Last updated: March 24, 2026

Classification Engine

326K+ titles classified. Here's how.

Every title in the database passes through a 4-layer pipeline. The genomic classifier is the fallback, not the default — most titles are resolved by deterministic cache and pattern matching first.

L1

Title Cache

Previously classified titles are instantly matched. Handles repeat lookups across 9,100+ agencies.

L2

Heuristic Matcher

Regex patterns for ~120 common municipal titles (Police Officer, City Manager, etc.). Built-in, instant, 95%+ confidence.

L3

Fuzzy Matcher

pgvector semantic matching against 273 canonical taxonomy entries. Catches abbreviations, misspellings, and variants.

L4

Genomic Classifier

Pattern-trained classifier with full taxonomy context. Handles unusual or ambiguous titles with confidence scoring.

Worked Example

Raw SCO title:

"SR MGMT ANALYST"

1Cache miss
2No heuristic match
3Fuzzy: 'Senior Management Analyst' (87%)
4Confirmed by classifier (94%)

ADMIN-05: Senior Management Analyst

Confidence: 94%

326K

Titles Classified

273

Taxonomy Entries

21

Position Families

Pricing

One plan. Everything included.

Start with a 30-day free trial. Then $1,000/mo or $10,000/yr.

30-day free trial

$1,000/mo after trial

or $10,000/yr (save $2,000)

Start Free Trial
  • All 29 SCO compensation columns + 21 computed fields
  • 9,100+ California agencies (cities, counties, special districts, K-12)
  • Salary schedules with step progressions (1,200+ agencies)
  • MOU contract terms, COLA history & special pay provisions
  • CalPERS employer contribution rates
  • Board packet intelligence & procurement alerts
See full feature list

See the data for your next study

Request access and explore the API with your own client agencies. Start with a 30-day free trial — full access, no commitment.

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