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 18 September 2026.

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

6 months to
18 Sep 2026
Same period 2025 Same period 2024
Rank 94 218 185
Rank change year-on-year +124 -33 -56
Permanent jobs requiring a Data Engineer 1,884 612 1,015
As % of all permanent jobs in England 1.85% 1.42% 1.47%
As % of the Job Titles category 1.99% 1.57% 1.54%
Number of salaries quoted 1,411 464 810
10th Percentile £45,000 £47,150 £40,000
25th Percentile £52,500 £56,250 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £98,750 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -3.45%

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 94,838 39,067 65,781
% of permanent jobs with a recognized job title 93.30% 90.41% 95.18%
Number of salaries quoted 66,862 23,458 39,748
10th Percentile £30,000 £28,300 £30,000
25th Percentile £40,500 £36,250 £40,000
Median annual salary (50th Percentile) £59,500 £55,000 £55,000
Median % change year-on-year +8.18% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £93,750
UK median annual salary £58,589 £55,000 £55,000
% change year-on-year +6.53% - -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 18 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 18 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 +41 602 £80,000 - 911
North of England +121 564 £65,000 +4.00% 264
North West +106 257 £66,805 +11.34% 149
South East +131 250 £63,750 -1.92% 181
Midlands +58 210 £70,000 +5.66% 124
South West +33 195 £70,000 - 87
Yorkshire +51 167 £66,805 +0.84% 75
West Midlands +48 156 £70,000 +7.69% 79
North East +26 140 £60,000 -11.11% 40
East of England +4 55 £55,500 +5.71% 59
East Midlands -18 54 £50,000 -25.93% 45
Data Engineer
UK

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

For the 6 months to 18 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.

1 687 (36.46%) SQL
2 625 (33.17%) Analytics
3 623 (33.07%) Python
4 586 (31.10%) Data Pipeline
5 582 (30.89%) Data Engineering
6 510 (27.07%) Azure
7 450 (23.89%) ETL
8 396 (21.02%) Data Modelling
9 372 (19.75%) AWS
10 370 (19.64%) AI
11 360 (19.11%) Data Quality
12 312 (16.56%) CI/CD
13 307 (16.30%) Business Intelligence
14 301 (15.98%) Decision-Making
15 271 (14.38%) Microsoft
16 265 (14.07%) Databricks
17 253 (13.43%) Data Warehouse
18 245 (13.00%) Security Cleared
19 234 (12.42%) Agile
20 203 (10.77%) Problem-Solving
21 192 (10.19%) DevOps
22 190 (10.08%) Power Platform
23 184 (9.77%) Data Science
23 184 (9.77%) Power BI
24 180 (9.55%) Data Governance
25 179 (9.50%) Machine Learning
26 173 (9.18%) Azure Data Factory
27 171 (9.08%) SC Cleared
28 170 (9.02%) Data Architecture
29 167 (8.86%) 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
1 125 (6.63%) Apache Spark
2 118 (6.26%) Apache Airflow
3 106 (5.63%) Apache
4 27 (1.43%) SAS
5 9 (0.48%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 5 (0.27%) 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 21 (1.11%) 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
1 510 (27.07%) Azure
2 372 (19.75%) AWS
3 190 (10.08%) Power Platform
4 173 (9.18%) Azure Data Factory
5 162 (8.60%) GCP
6 106 (5.63%) dbt
7 97 (5.15%) Snowflake
8 83 (4.41%) Azure DevOps
9 82 (4.35%) Azure Synapse Analytics
10 80 (4.25%) Serverless
11 64 (3.40%) SaaS
12 61 (3.24%) AWS Lambda
13 49 (2.60%) Amazon S3
14 39 (2.07%) GitHub
15 35 (1.86%) Azure Databricks
16 29 (1.54%) Amazon EMR
17 27 (1.43%) Amazon EC2
18 25 (1.33%) Azure Logic Apps
19 21 (1.11%) Fivetran
19 21 (1.11%) GitHub Actions
Communications & Networking
1 18 (0.96%) Structured Cabling
2 9 (0.48%) 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
1 253 (13.43%) Data Warehouse
2 184 (9.77%) Power BI
3 126 (6.69%) Data Lake
4 110 (5.84%) SQL Server
5 77 (4.09%) Big Data
6 75 (3.98%) Azure SQL Database
7 71 (3.77%) NoSQL
8 65 (3.45%) BigQuery
9 59 (3.13%) Metadata
10 55 (2.92%) Relational Database
11 53 (2.81%) Amazon Redshift
12 49 (2.60%) PostgreSQL
13 47 (2.49%) Spark SQL
14 44 (2.34%) Delta Lake
15 43 (2.28%) SQL Server Integration Services
16 42 (2.23%) Tableau
17 35 (1.86%) Star Schema
18 27 (1.43%) Amazon Athena
18 27 (1.43%) Hadoop
19 26 (1.38%) SQL Server Reporting Services
Development Applications
1 119 (6.32%) Git
2 25 (1.33%) Jenkins
3 11 (0.58%) GitLab
4 4 (0.21%) JIRA
5 3 (0.16%) Bitbucket
5 3 (0.16%) Octopus Deploy
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
1 214 (11.36%) Social Skills
2 198 (10.51%) Finance
3 174 (9.24%) Analytical Skills
4 119 (6.32%) Public Sector
5 42 (2.23%) Marketing
6 34 (1.80%) Retail
7 31 (1.65%) Inclusion and Diversity
8 24 (1.27%) Law
9 21 (1.11%) Manufacturing
10 12 (0.64%) Health Technology
11 11 (0.58%) Advertising
11 11 (0.58%) Aerospace
12 10 (0.53%) Presentation Skills
13 9 (0.48%) Influencing Skills
13 9 (0.48%) Legal
14 8 (0.42%) Military
15 7 (0.37%) Automotive
15 7 (0.37%) Banking
15 7 (0.37%) Telecoms
16 5 (0.27%) Games
Libraries, Frameworks & Software Standards
1 167 (8.86%) PySpark
2 132 (7.01%) Terraform
3 97 (5.15%) Kafka
4 24 (1.27%) REST
5 18 (0.96%) .NET
6 16 (0.85%) JSON
7 15 (0.80%) Apache NiFi
7 15 (0.80%) Pandas
8 11 (0.58%) Keycloak
9 10 (0.53%) ARM Templates
9 10 (0.53%) TensorFlow
10 9 (0.48%) AWS CDK
10 9 (0.48%) PyTorch
11 8 (0.42%) Oracle Fusion
12 7 (0.37%) YAML
13 6 (0.32%) Node.js
13 6 (0.32%) scikit-learn
14 5 (0.27%) Apache Avro
14 5 (0.27%) React
14 5 (0.27%) XML
Miscellaneous
1 87 (4.62%) Cloud Native
2 34 (1.80%) Product Ownership
3 31 (1.65%) Onboarding
4 24 (1.27%) Hybrid Cloud
5 21 (1.11%) Data Structures
5 21 (1.11%) Greenfield Project
6 19 (1.01%) Distributed Computing
7 15 (0.80%) Distributed Systems
7 15 (0.80%) Driving Licence
8 14 (0.74%) Legacy Systems
8 14 (0.74%) NHS
9 13 (0.69%) AI Agents
9 13 (0.69%) Hedge funds
10 12 (0.64%) Marketing Technology
10 12 (0.64%) Virtual Team
11 11 (0.58%) Analytical Mindset
12 10 (0.53%) Reference Data
12 10 (0.53%) Sports Betting
13 9 (0.48%) Educational Technology
13 9 (0.48%) Management Information System
Operating Systems
1 9 (0.48%) Windows
2 8 (0.42%) Linux
3 1 (0.053%) Windows Server
Processes & Methodologies
1 625 (33.17%) Analytics
2 586 (31.10%) Data Pipeline
3 582 (30.89%) Data Engineering
4 450 (23.89%) ETL
5 396 (21.02%) Data Modelling
6 370 (19.64%) AI
7 312 (16.56%) CI/CD
8 307 (16.30%) Business Intelligence
9 301 (15.98%) Decision-Making
10 234 (12.42%) Agile
11 203 (10.77%) Problem-Solving
12 192 (10.19%) DevOps
13 184 (9.77%) Data Science
14 180 (9.55%) Data Governance
15 179 (9.50%) Machine Learning
16 170 (9.02%) Data Architecture
17 165 (8.76%) Mentoring
18 146 (7.75%) Lakehouse
19 141 (7.48%) Data Transformation
20 122 (6.48%) Platform Engineering
Programming Languages
1 687 (36.46%) SQL
2 623 (33.07%) Python
3 71 (3.77%) Java
4 61 (3.24%) Scala
5 29 (1.54%) C#
5 29 (1.54%) JavaScript
6 27 (1.43%) C++
7 23 (1.22%) Data Analysis Expressions
7 23 (1.22%) PowerShell
8 17 (0.90%) Bash
8 17 (0.90%) T-SQL
9 14 (0.74%) Go
10 7 (0.37%) Groovy
10 7 (0.37%) TypeScript
11 6 (0.32%) Kusto Query Language
11 6 (0.32%) R
12 5 (0.27%) Bicep
13 3 (0.16%) PL/SQL
13 3 (0.16%) VBA
14 2 (0.11%) VBScript
Qualifications
1 245 (13.00%) Security Cleared
2 171 (9.08%) SC Cleared
3 87 (4.62%) DV Cleared
4 80 (4.25%) Degree
5 35 (1.86%) Azure Certification
6 27 (1.43%) Computer Science Degree
7 21 (1.11%) BPSS Clearance
8 13 (0.69%) Master's Degree
9 10 (0.53%) DBS Check
10 8 (0.42%) 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
1 360 (19.11%) Data Quality
2 40 (2.12%) GDPR
3 24 (1.27%) Accessibility
4 21 (1.11%) QA
5 8 (0.42%) 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 (3.50%) Docker
Systems Management
1 41 (2.18%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.27%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.053%) CASB
Vendors
1 271 (14.38%) Microsoft
2 265 (14.07%) Databricks
3 47 (2.49%) Google
4 20 (1.06%) Salesforce
5 18 (0.96%) Informatica
6 17 (0.90%) Oracle
7 15 (0.80%) SAP
8 12 (0.64%) Talend
9 10 (0.53%) Foundry
9 10 (0.53%) Palantir
10 6 (0.32%) OpenAI
11 4 (0.21%) Cloudera
11 4 (0.21%) Workday
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