Compiled directory data · Generated 2026-07-12

Data engineering company statistics

A reproducible summary of 86 company records in the DEC directory. These figures describe this directory, not the entire data engineering market.

86

company records

$100

median hourly lower bound

500

median stated team size

$32.5K

median project minimum

Published hourly rates

Buckets use the lower bound of each firm's published DEC rate band. They are not realized billing rates or market averages.

Hourly lower boundFirmsShare
Under $75/hr2630%
$75-99/hr910%
$100-124/hr1012%
$125-149/hr1214%
$150-174/hr1619%
$175-199/hr67%
$200+/hr78%

Team size distribution

Team counts are DEC's compiled numeric company-size field. Large global consultancies make the upper end unusually wide.

Stated team sizeFirms
Under 503
50-9911
100-49923
500-99912
1,000-4,99920
5,000+17

Platform coverage

Platform tags overlap. A company tagged for Snowflake, Databricks, and AWS is counted once in each relevant row.

AWS 76
Azure 70
Databricks 64
GCP 56
Snowflake 66

Minimum project bands

Minimums are the thresholds stored in each directory record. They help qualify firms; they do not predict the final project total.

MinimumFirms
$10,000+5
$15,000+3
$20,000+4
$25,000+28
$30,000+3
$35,000+2
$40,000+3
$50,000+20
$80,000+1
$90,000+1
$100,000+10
$150,000+1
$200,000+2
$400,000+1
$500,000+2