Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £70,000 per year, according to job vacancies posted during the 6 months leading to 16 September 2025.

The table below provides salary benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
16 Sep 2025
Same period 2024 Same period 2023
Rank 223 180 131
Rank change year-on-year -43 -49 +27
Permanent jobs requiring a Data Engineer 602 1,007 1,360
As % of all permanent jobs advertised in England 1.40% 1.47% 2.47%
As % of the Job Titles category 1.55% 1.54% 2.63%
Number of salaries quoted 457 804 1,120
10th Percentile £47,500 £40,000 £46,250
25th Percentile £56,250 £51,250 £57,188
Median annual salary (50th Percentile) £70,000 £70,000 £75,000
Median % change year-on-year - -6.67% +6.38%
75th Percentile £85,000 £87,500 £90,000
90th Percentile £99,250 £107,500 £112,750
UK median annual salary £67,500 £70,000 £72,500
% change year-on-year -3.57% -3.45% +3.57%

All Permanent IT Job Vacancies
England

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in England. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in England with a recognized job title 38,927 65,264 51,744
% of permanent jobs with a recognized job title 90.35% 95.19% 93.90%
Number of salaries quoted 23,272 39,661 39,990
10th Percentile £28,500 £30,000 £32,500
25th Percentile £36,250 £40,000 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% -
75th Percentile £75,000 £75,000 £80,000
90th Percentile £95,000 £93,750 £100,000
UK median annual salary £55,000 £55,000 £60,000
% change year-on-year - -8.33% -

Data Engineer
Job Vacancy Trend in England

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Engineer in England

Data Engineer
Salary Trend in England

Salary distribution trend for Data Engineer job vacancies in England.

Salary distribution trend for Data Engineer job vacancies in England

Data Engineer
Salary Histogram in England

Salary distribution for jobs citing Data Engineer in England over the 6 months to 16 September 2025.

Salary histogram for Data Engineer in England

Data Engineer
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the England region over the 6 months to 16 September 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +29 315 £80,000 - 143
North of England -45 115 £65,000 +7.44% 69
Midlands +24 69 £67,500 +17.39% 53
North West -73 62 £60,000 -4.00% 39
Yorkshire +8 44 £67,500 +35.00% 23
West Midlands +14 40 £65,000 +8.33% 27
South East +2 38 £65,000 +30.00% 104
South West +19 37 £70,000 +1.82% 25
East Midlands +22 29 £67,500 +35.00% 25
East of England -16 22 £52,500 -4.55% 21
North East -6 9 £67,500 -10.00% 7
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities in England

For the 6 months to 16 September 2025, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region featuring Data Engineer in the job title.

1 427 (70.93%) Python
2 415 (68.94%) SQL
3 326 (54.15%) Azure
4 315 (52.33%) Data Engineering
5 280 (46.51%) ETL
6 270 (44.85%) Data Pipeline
7 230 (38.21%) Data Modelling
8 225 (37.38%) Analytics
9 209 (34.72%) Data Warehouse
10 201 (33.39%) AWS
11 172 (28.57%) Databricks
12 162 (26.91%) CI/CD
13 157 (26.08%) Finance
14 156 (25.91%) Business Intelligence
15 152 (25.25%) Power Platform
16 148 (24.58%) Power BI
17 144 (23.92%) Problem-Solving
18 140 (23.26%) Agile
19 131 (21.76%) DevOps
20 126 (20.93%) Azure Data Factory
20 126 (20.93%) Social Skills
21 114 (18.94%) Data Science
21 114 (18.94%) Mentoring
22 111 (18.44%) Artificial Intelligence
23 101 (16.78%) PySpark
24 93 (15.45%) Microsoft
25 92 (15.28%) Data Lake
26 86 (14.29%) Data Quality
27 85 (14.12%) GCP
28 84 (13.95%) Data Governance

Data Engineer Skill Set
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 72 (11.96%) Apache Spark
2 49 (8.14%) Apache Airflow
3 39 (6.48%) Apache
4 7 (1.16%) Confluence
5 6 (1.00%) SAS
6 4 (0.66%) Apache Pulsar
7 3 (0.50%) Luigi
8 2 (0.33%) GeoServer
9 1 (0.17%) Apache Superset
9 1 (0.17%) Appian
9 1 (0.17%) ArcGIS
9 1 (0.17%) Oracle Application Server
9 1 (0.17%) Oracle Workflow
9 1 (0.17%) SharePoint
Applications
1 3 (0.50%) Microsoft Excel
1 3 (0.50%) Microsoft Office
2 2 (0.33%) Spreadsheet
3 1 (0.17%) Chatbot
3 1 (0.17%) SPSS
Business Applications
1 3 (0.50%) Aladdin
2 1 (0.17%) Loan IQ
2 1 (0.17%) SAP ERP
Cloud Services
1 326 (54.15%) Azure
2 201 (33.39%) AWS
3 152 (25.25%) Power Platform
4 126 (20.93%) Azure Data Factory
5 85 (14.12%) GCP
6 81 (13.46%) Snowflake
7 70 (11.63%) Azure Synapse Analytics
8 55 (9.14%) Azure DevOps
8 55 (9.14%) Serverless
9 51 (8.47%) Amazon S3
10 41 (6.81%) AWS Lambda
10 41 (6.81%) dbt
11 25 (4.15%) SaaS
12 17 (2.82%) Amazon EC2
12 17 (2.82%) Microsoft Purview
13 16 (2.66%) AWS CloudFormation
13 16 (2.66%) GitHub
14 15 (2.49%) AWS Step Functions
15 14 (2.33%) Amazon SageMaker
16 13 (2.16%) Amazon Kinesis
Communications & Networking
1 10 (1.66%) Structured Cabling
1 10 (1.66%) Wi-Fi
2 3 (0.50%) PuTTY
3 2 (0.33%) Internet
4 1 (0.17%) DAB
Database & Business Intelligence
1 209 (34.72%) Data Warehouse
2 148 (24.58%) Power BI
3 92 (15.28%) Data Lake
4 80 (13.29%) SQL Server
5 50 (8.31%) Big Data
6 44 (7.31%) Amazon Redshift
7 35 (5.81%) Metadata
7 35 (5.81%) SQL Server Integration Services
8 32 (5.32%) NoSQL
9 29 (4.82%) Hadoop
9 29 (4.82%) Tableau
10 28 (4.65%) Relational Database
11 24 (3.99%) Azure SQL Database
12 22 (3.65%) PostgreSQL
13 21 (3.49%) Amazon Athena
13 21 (3.49%) Delta Lake
14 20 (3.32%) MongoDB
14 20 (3.32%) MySQL
15 18 (2.99%) Amazon RDS
15 18 (2.99%) BigQuery
Development Applications
1 22 (3.65%) Git
2 16 (2.66%) JIRA
3 13 (2.16%) Jenkins
4 6 (1.00%) Visual Studio
5 4 (0.66%) Spinnaker
5 4 (0.66%) Terragrunt
6 3 (0.50%) MLflow
7 2 (0.33%) CircleCI
8 1 (0.17%) Selenium
8 1 (0.17%) SQL Server Management Studio (SSMS)
General
1 157 (26.08%) Finance
2 126 (20.93%) Social Skills
3 79 (13.12%) Analytical Skills
4 60 (9.97%) Law
5 53 (8.80%) Retail
6 48 (7.97%) Marketing
7 38 (6.31%) Public Sector
8 37 (6.15%) Inclusion and Diversity
9 26 (4.32%) Legal
10 20 (3.32%) Banking
11 15 (2.49%) Manufacturing
12 11 (1.83%) Influencing Skills
13 10 (1.66%) Tech for Good
14 9 (1.50%) Financial Institution
15 8 (1.33%) Front Office
16 7 (1.16%) Electronics
17 6 (1.00%) Advertising
17 6 (1.00%) Telecoms
18 5 (0.83%) Games
19 4 (0.66%) Music Industry
Libraries, Frameworks & Software Standards
1 101 (16.78%) PySpark
2 51 (8.47%) Kafka
3 13 (2.16%) XML
4 12 (1.99%) ARM Templates
5 10 (1.66%) JSON
5 10 (1.66%) Spark Streaming
6 9 (1.50%) .NET
7 8 (1.33%) AWS CDK
7 8 (1.33%) Pandas
8 7 (1.16%) Apache NiFi
8 7 (1.16%) pytest
8 7 (1.16%) RabbitMQ
9 6 (1.00%) Django
9 6 (1.00%) React
9 6 (1.00%) REST
10 5 (0.83%) boto
10 5 (0.83%) Middleware
11 4 (0.66%) ADO
11 4 (0.66%) RESTful
11 4 (0.66%) TensorFlow
Miscellaneous
1 25 (4.15%) Data Structures
2 22 (3.65%) Cloud Native
3 20 (3.32%) Legacy Systems
4 19 (3.16%) Distributed Systems
5 15 (2.49%) Greenfield Project
6 11 (1.83%) Product Ownership
7 10 (1.66%) Driving Licence
7 10 (1.66%) Onboarding
8 8 (1.33%) Algorithms
8 8 (1.33%) e-Learning
8 8 (1.33%) Reference Data
9 7 (1.16%) Replication
10 5 (0.83%) Distributed Computing
10 5 (0.83%) IoT
10 5 (0.83%) Legacy Code
10 5 (0.83%) Virtual Team
11 4 (0.66%) Analytical Mindset
11 4 (0.66%) Data Fabric
11 4 (0.66%) Hedge funds
11 4 (0.66%) Low-Code
Operating Systems
1 6 (1.00%) Unix
2 2 (0.33%) Linux
Processes & Methodologies
1 315 (52.33%) Data Engineering
2 280 (46.51%) ETL
3 270 (44.85%) Data Pipeline
4 230 (38.21%) Data Modelling
5 225 (37.38%) Analytics
6 162 (26.91%) CI/CD
7 156 (25.91%) Business Intelligence
8 144 (23.92%) Problem-Solving
9 140 (23.26%) Agile
10 131 (21.76%) DevOps
11 114 (18.94%) Data Science
11 114 (18.94%) Mentoring
12 111 (18.44%) Artificial Intelligence
13 84 (13.95%) Data Governance
14 83 (13.79%) Visualisation
15 82 (13.62%) Decision-Making
15 82 (13.62%) Machine Learning
16 66 (10.96%) Data Transformation
17 63 (10.47%) Data Architecture
18 60 (9.97%) Software Engineering
Programming Languages
1 427 (70.93%) Python
2 415 (68.94%) SQL
3 71 (11.79%) Java
4 68 (11.30%) Scala
5 37 (6.15%) T-SQL
6 24 (3.99%) R
7 18 (2.99%) Data Analysis Expressions
8 17 (2.82%) C#
9 10 (1.66%) TypeScript
10 8 (1.33%) PL/SQL
11 6 (1.00%) JavaScript
12 5 (0.83%) Bicep
12 5 (0.83%) C++
12 5 (0.83%) Shell Script
12 5 (0.83%) SPARQL
13 4 (0.66%) Bash
13 4 (0.66%) Kotlin
14 3 (0.50%) Fortran
14 3 (0.50%) PowerShell
14 3 (0.50%) PROC SQL
Qualifications
1 59 (9.80%) Degree
2 58 (9.63%) Security Cleared
3 42 (6.98%) SC Cleared
4 26 (4.32%) Computer Science Degree
5 18 (2.99%) Azure Certification
6 16 (2.66%) AWS Certification
6 16 (2.66%) Master's Degree
7 12 (1.99%) Microsoft Certification
8 9 (1.50%) CISSP
8 9 (1.50%) SnowPro
9 6 (1.00%) DV Cleared
9 6 (1.00%) MCSE
9 6 (1.00%) OCP
9 6 (1.00%) Oracle Certification
10 4 (0.66%) ISTQB
11 3 (0.50%) (ISC)2 CCSP
11 3 (0.50%) CCSK
11 3 (0.50%) CCSP
11 3 (0.50%) Cisco Certification
12 2 (0.33%) PhD
Quality Assurance & Compliance
1 86 (14.29%) Data Quality
2 39 (6.48%) GDPR
3 20 (3.32%) QA
4 7 (1.16%) ISO/IEC 27001
5 4 (0.66%) NIST
6 3 (0.50%) Accessibility
7 2 (0.33%) GAAP
7 2 (0.33%) GRC
7 2 (0.33%) IFRS
7 2 (0.33%) IFRS 17
7 2 (0.33%) Solvency II
8 1 (0.17%) Cyber Essentials
8 1 (0.17%) Cyber Essentials PLUS
8 1 (0.17%) Dublin Core
8 1 (0.17%) HIPAA
8 1 (0.17%) ISO 19650
8 1 (0.17%) SLA
System Software
1 56 (9.30%) Docker
2 9 (1.50%) HDFS
3 3 (0.50%) Apache Flume
4 2 (0.33%) Active Directory
Systems Management
1 79 (13.12%) Terraform
2 46 (7.64%) Kubernetes
3 7 (1.16%) Ansible
4 6 (1.00%) Grafana
5 5 (0.83%) Prometheus
6 4 (0.66%) Kibana
7 3 (0.50%) CASB
7 3 (0.50%) logstash
7 3 (0.50%) Microsoft Intune
7 3 (0.50%) Oozie
8 2 (0.33%) Progress Chef
8 2 (0.33%) Puppet
Vendors
1 172 (28.57%) Databricks
2 93 (15.45%) Microsoft
3 32 (5.32%) Oracle
4 24 (3.99%) Google
5 18 (2.99%) SAP
6 15 (2.49%) Palantir
7 12 (1.99%) Informatica
8 10 (1.66%) Talend
9 9 (1.50%) Foundry
10 5 (0.83%) Splunk
11 3 (0.50%) Cloudera
11 3 (0.50%) MicroStrategy
11 3 (0.50%) Salesforce
11 3 (0.50%) Symantec
11 3 (0.50%) Zscaler
12 2 (0.33%) Alteryx
12 2 (0.33%) Dataiku
12 2 (0.33%) Facebook
12 2 (0.33%) IBM
12 2 (0.33%) Salesforce Marketing Cloud