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 21 September 2026.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 96 220 184
Rank change year-on-year +124 -36 -53
Permanent jobs requiring a Data Engineer 1,900 608 1,008
As % of all permanent jobs in England 1.86% 1.42% 1.47%
As % of the Job Titles category 1.99% 1.57% 1.54%
Number of salaries quoted 1,417 459 804
10th Percentile £45,000 £47,400 £40,000
25th Percentile £52,500 £57,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £99,000 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -0.82%

All Permanent IT Job Roles
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 95,470 38,817 65,430
% of permanent jobs with a recognized job title 93.26% 90.40% 95.20%
Number of salaries quoted 67,143 23,294 39,359
10th Percentile £30,000 £28,300 £30,000
25th Percentile £40,750 £36,250 £40,000
Median annual salary (50th Percentile) £59,773 £55,000 £55,000
Median % change year-on-year +8.68% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £93,750
UK median annual salary £59,000 £55,000 £55,000
% change year-on-year +7.27% - -8.33%

Data Engineer
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings featuring 'Data Engineer' in the job title relative to all permanent IT jobs advertised in England.

Data Engineer job vacancy trend 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 21 September 2026.

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 21 September 2026. 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 +41 608 £80,000 - 877
North of England +124 571 £65,000 +1.96% 238
North West +96 261 £66,805 +11.34% 141
South East +122 249 £64,375 -0.96% 181
Midlands +60 214 £70,000 +3.70% 120
South West +46 196 £70,000 - 90
Yorkshire +53 167 £66,805 -1.03% 61
West Midlands +45 160 £70,000 +7.69% 77
North East +35 143 £60,000 -11.11% 36
East of England -3 54 £55,500 +5.71% 55
East Midlands -8 54 £50,000 -25.93% 43
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in England

For the 6 months to 21 September 2026, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the England region featuring Data Engineer in the job title.

1 694 (36.53%) SQL
2 630 (33.16%) Python
3 626 (32.95%) Analytics
4 592 (31.16%) Data Pipeline
5 590 (31.05%) Data Engineering
6 514 (27.05%) Azure
7 452 (23.79%) ETL
8 401 (21.11%) Data Modelling
9 373 (19.63%) AI
10 370 (19.47%) AWS
11 363 (19.11%) Data Quality
12 312 (16.42%) CI/CD
13 309 (16.26%) Business Intelligence
14 296 (15.58%) Decision-Making
15 275 (14.47%) Microsoft
16 266 (14.00%) Databricks
17 256 (13.47%) Data Warehouse
18 248 (13.05%) Security Cleared
19 233 (12.26%) Agile
20 208 (10.95%) Problem-Solving
21 192 (10.11%) DevOps
22 191 (10.05%) Power Platform
23 186 (9.79%) Data Science
24 185 (9.74%) Power BI
25 179 (9.42%) Data Governance
25 179 (9.42%) Machine Learning
26 175 (9.21%) Azure Data Factory
27 174 (9.16%) SC Cleared
28 173 (9.11%) Data Architecture
29 172 (9.05%) PySpark

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 127 (6.68%) Apache Spark
2 118 (6.21%) Apache Airflow
3 107 (5.63%) Apache
4 27 (1.42%) SAS
5 9 (0.47%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 5 (0.26%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.11%) ArcGIS
9 2 (0.11%) Confluence
9 2 (0.11%) Tornado
10 1 (0.053%) GeoServer
10 1 (0.053%) SharePoint
Applications
1 22 (1.16%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.053%) Microsoft Office
3 1 (0.053%) Microsoft PowerPoint
3 1 (0.053%) MS Visio
Business Applications
1 6 (0.32%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.053%) Academy Revenues and Benefits
3 1 (0.053%) FastStats
3 1 (0.053%) NetSuite
Cloud Services
1 514 (27.05%) Azure
2 370 (19.47%) AWS
3 191 (10.05%) Power Platform
4 175 (9.21%) Azure Data Factory
5 159 (8.37%) GCP
6 104 (5.47%) dbt
7 98 (5.16%) Snowflake
8 85 (4.47%) Azure DevOps
9 81 (4.26%) Azure Synapse Analytics
9 81 (4.26%) Serverless
10 65 (3.42%) SaaS
11 62 (3.26%) AWS Lambda
12 49 (2.58%) Amazon S3
13 40 (2.11%) GitHub
14 37 (1.95%) Azure Databricks
15 29 (1.53%) Amazon EMR
16 28 (1.47%) Amazon EC2
17 25 (1.32%) Azure Logic Apps
18 21 (1.11%) GitHub Actions
18 21 (1.11%) Microsoft Purview
Communications & Networking
1 18 (0.95%) Structured Cabling
2 9 (0.47%) Broadband
3 7 (0.37%) Wi-Fi
4 4 (0.21%) Software-Defined Radio
4 4 (0.21%) Wireless
5 2 (0.11%) Internet
6 1 (0.053%) 4G
6 1 (0.053%) 5G
Database & Business Intelligence
1 256 (13.47%) Data Warehouse
2 185 (9.74%) Power BI
3 126 (6.63%) Data Lake
4 109 (5.74%) SQL Server
5 77 (4.05%) Big Data
6 76 (4.00%) Azure SQL Database
7 72 (3.79%) NoSQL
8 64 (3.37%) BigQuery
9 60 (3.16%) Metadata
10 57 (3.00%) Relational Database
11 53 (2.79%) Amazon Redshift
12 50 (2.63%) PostgreSQL
13 48 (2.53%) Spark SQL
14 47 (2.47%) Delta Lake
15 44 (2.32%) SQL Server Integration Services
16 43 (2.26%) Tableau
17 36 (1.89%) Star Schema
18 27 (1.42%) Amazon Athena
18 27 (1.42%) Hadoop
19 26 (1.37%) SQL Server Reporting Services
Development Applications
1 121 (6.37%) Git
2 26 (1.37%) Jenkins
3 13 (0.68%) GitLab
4 4 (0.21%) JIRA
4 4 (0.21%) Octopus Deploy
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.053%) ERwin
7 1 (0.053%) Selenium
7 1 (0.053%) VSS/SourceSafe
7 1 (0.053%) Yeoman
General
1 218 (11.47%) Social Skills
2 201 (10.58%) Finance
3 177 (9.32%) Analytical Skills
4 120 (6.32%) Public Sector
5 42 (2.21%) Marketing
6 35 (1.84%) Retail
7 32 (1.68%) Inclusion and Diversity
8 24 (1.26%) Law
9 21 (1.11%) Manufacturing
10 12 (0.63%) Advertising
10 12 (0.63%) Health Technology
11 11 (0.58%) Aerospace
12 10 (0.53%) Presentation Skills
13 9 (0.47%) Influencing Skills
13 9 (0.47%) Legal
14 8 (0.42%) Banking
14 8 (0.42%) Military
15 7 (0.37%) Automotive
15 7 (0.37%) Telecoms
16 6 (0.32%) Documentation Skills
Libraries, Frameworks & Software Standards
1 172 (9.05%) PySpark
2 131 (6.89%) Terraform
3 98 (5.16%) Kafka
4 24 (1.26%) REST
5 18 (0.95%) .NET
6 16 (0.84%) JSON
6 16 (0.84%) Pandas
7 15 (0.79%) Apache NiFi
8 11 (0.58%) Keycloak
9 10 (0.53%) ARM Templates
9 10 (0.53%) TensorFlow
10 9 (0.47%) AWS CDK
10 9 (0.47%) PyTorch
11 8 (0.42%) Oracle Fusion
11 8 (0.42%) YAML
12 6 (0.32%) Node.js
12 6 (0.32%) scikit-learn
13 5 (0.26%) Apache Avro
13 5 (0.26%) React
13 5 (0.26%) XML
Miscellaneous
1 87 (4.58%) Cloud Native
2 34 (1.79%) Product Ownership
3 31 (1.63%) Onboarding
4 24 (1.26%) Hybrid Cloud
5 21 (1.11%) Data Structures
5 21 (1.11%) Greenfield Project
6 19 (1.00%) Distributed Computing
7 15 (0.79%) Distributed Systems
7 15 (0.79%) Driving Licence
8 14 (0.74%) Legacy Systems
8 14 (0.74%) NHS
9 13 (0.68%) AI Agents
9 13 (0.68%) Hedge funds
10 12 (0.63%) Marketing Technology
10 12 (0.63%) Virtual Team
11 11 (0.58%) Analytical Mindset
12 10 (0.53%) Reference Data
12 10 (0.53%) Sports Betting
13 9 (0.47%) Educational Technology
13 9 (0.47%) Management Information System
Operating Systems
1 9 (0.47%) Windows
2 8 (0.42%) Linux
3 1 (0.053%) Windows Server
Processes & Methodologies
1 626 (32.95%) Analytics
2 592 (31.16%) Data Pipeline
3 590 (31.05%) Data Engineering
4 452 (23.79%) ETL
5 401 (21.11%) Data Modelling
6 373 (19.63%) AI
7 312 (16.42%) CI/CD
8 309 (16.26%) Business Intelligence
9 296 (15.58%) Decision-Making
10 233 (12.26%) Agile
11 208 (10.95%) Problem-Solving
12 192 (10.11%) DevOps
13 186 (9.79%) Data Science
14 179 (9.42%) Data Governance
14 179 (9.42%) Machine Learning
15 173 (9.11%) Data Architecture
16 168 (8.84%) Mentoring
17 145 (7.63%) Data Transformation
17 145 (7.63%) Lakehouse
18 121 (6.37%) Data Integration
Programming Languages
1 694 (36.53%) SQL
2 630 (33.16%) Python
3 71 (3.74%) Java
4 62 (3.26%) Scala
5 30 (1.58%) JavaScript
6 29 (1.53%) C#
7 27 (1.42%) C++
8 24 (1.26%) PowerShell
9 23 (1.21%) Data Analysis Expressions
10 17 (0.89%) Bash
10 17 (0.89%) T-SQL
11 14 (0.74%) Go
12 7 (0.37%) Groovy
12 7 (0.37%) R
12 7 (0.37%) TypeScript
13 6 (0.32%) Kusto Query Language
14 5 (0.26%) Bicep
15 3 (0.16%) PL/SQL
15 3 (0.16%) VBA
16 2 (0.11%) VBScript
Qualifications
1 248 (13.05%) Security Cleared
2 174 (9.16%) SC Cleared
3 86 (4.53%) DV Cleared
4 81 (4.26%) Degree
5 36 (1.89%) Azure Certification
6 27 (1.42%) Computer Science Degree
7 22 (1.16%) BPSS Clearance
8 13 (0.68%) Master's Degree
9 10 (0.53%) DBS Check
10 9 (0.47%) Microsoft Certification
11 6 (0.32%) AWS Certification
12 2 (0.11%) CITP
13 1 (0.053%) ICAEW
13 1 (0.053%) PMP
13 1 (0.053%) Postgraduate
13 1 (0.053%) SnowPro
Quality Assurance & Compliance
1 363 (19.11%) Data Quality
2 40 (2.11%) GDPR
3 24 (1.26%) Accessibility
4 22 (1.16%) QA
5 7 (0.37%) SLA
6 4 (0.21%) Actionable Recommendations
7 3 (0.16%) California Consumer Privacy Act
8 2 (0.11%) SOC 2
System Software
1 66 (3.47%) Docker
Systems Management
1 42 (2.21%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.053%) CASB
Vendors
1 275 (14.47%) Microsoft
2 266 (14.00%) Databricks
3 46 (2.42%) Google
4 20 (1.05%) Salesforce
5 18 (0.95%) Informatica
5 18 (0.95%) Oracle
6 15 (0.79%) SAP
7 12 (0.63%) Talend
8 10 (0.53%) Foundry
8 10 (0.53%) Palantir
9 6 (0.32%) OpenAI
10 5 (0.26%) Workday
11 4 (0.21%) Cloudera
12 3 (0.16%) Alteryx
13 2 (0.11%) iManage
13 2 (0.11%) Intapp
13 2 (0.11%) Planon
13 2 (0.11%) SnapLogic
13 2 (0.11%) Splunk
13 2 (0.11%) Typelevel