ETL
ETL should be judged by owned outcomes, not keyword count.
Salary from
$0
Posted estimate · last 3 months
Salary to
$6,000
Posted estimate · last 3 months
Jobs
43
Last 3 months
Applications per job
2
JobNote category match
Published signal
Market-wide
27.6
DOU responses per job · June
16
Djinni applications per job · Q1
Hiring Define the outcome, scope, and seniority before screening tools or titles.
Candidate Show what you owned, what changed, and the evidence.
Data Market-wide context only; neither figure is specific to ETL. Use the JobNote number above for the role.
Most wanted skills
Counts of active jobs now and salaries.
Python
22
$2976–$4715
SQL
22
$2539–$3983
PySpark
13
$4242–$5753
Azure
12
$2781–$4675
ETL
10
$3116–$4561
Databricks
9
$3656–$5897
Apache Spark
7
$4519–$5687
AWS
7
$3606–$5317
Delta Lake
7
$3934–$5305
Snowflake
7
$3552–$5299
Data Modeling
6
$3022–$4808
BigQuery
5
$2909–$4412
Airflow
4
$3977–$5115
Data Build Tool
3
$2723–$5105
Data Engineering
3
$4086–$5919
Data Warehousing
3
$3087–$4598
ELT
3
$2416–$4827
Unity
3
$1659–$3247