Data Engineering
Data Engineering should be judged by owned outcomes, not keyword count.
Salary from
$0
Posted estimate · last 3 months
Salary to
$3,000
Posted estimate · last 3 months
Jobs
239
Last 3 months
Applications per job
3
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 Data Engineering. Use the JobNote number above for the role.
Most wanted skills
Counts of active jobs now and salaries.
SQL
113
$2577–$3941
Python
109
$2930–$4650
Databricks
66
$4121–$5717
Apache Spark
65
$4665–$5639
Data Modeling
51
$3221–$4755
Azure
49
$2835–$4600
AWS
42
$3672–$5213
PySpark
40
$4604–$5367
Data Engineering
38
$3864–$5775
ETL
38
$3043–$4515
Data Architecture
24
$5355–$5396
Snowflake
24
$3467–$5259
Data Warehousing
23
$3009–$4548
Apache Airflow
22
$4425–$5058
Delta Lake
21
$4455–$5943
Data Governance
20
$2000–$4564
Kafka
20
$3261–$5039
Scala
19
$4735–$5860