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 27 August 2026.

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

6 months to
27 Aug 2026
Same period 2025 Same period 2024
Rank 93 222 175
Rank change year-on-year +129 -47 -36
Permanent jobs requiring a Data Engineer 1,823 615 1,125
As % of all permanent jobs in England 1.88% 1.40% 1.54%
As % of the Job Titles category 2.01% 1.55% 1.62%
Number of salaries quoted 1,365 474 882
10th Percentile £45,000 £47,000 £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 £100,000 £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 90,906 39,668 69,473
% of permanent jobs with a recognized job title 93.95% 90.47% 95.08%
Number of salaries quoted 64,143 24,006 45,974
10th Percentile £30,000 £28,313 £30,000
25th Percentile £40,000 £36,250 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £76,250 £75,000 £72,500
90th Percentile £97,500 £95,000 £92,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -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 27 August 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 27 August 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 +44 613 £82,500 +3.13% 88
North of England +124 507 £67,500 +12.50% 58
South East +150 262 £62,500 -3.85% 42
North West +113 238 £70,000 +16.67% 20
Midlands +72 192 £70,000 +7.69% 34
South West +42 180 £70,000 -3.45% 34
Yorkshire +40 149 £75,000 +25.00% 18
West Midlands +48 135 £70,000 +7.69% 22
North East +27 120 £60,000 -11.11% 21
East of England +8 59 £55,500 +5.71% 14
East Midlands +11 57 £52,500 -22.22% 12
Data Engineer
UK

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

For the 6 months to 27 August 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.

1 641 (35.16%) SQL
2 623 (34.17%) Python
3 584 (32.04%) Analytics
4 583 (31.98%) Data Pipeline
5 545 (29.90%) Data Engineering
6 503 (27.59%) Azure
7 413 (22.65%) ETL
8 386 (21.17%) Data Modelling
9 360 (19.75%) AWS
10 354 (19.42%) AI
11 331 (18.16%) Data Quality
12 292 (16.02%) CI/CD
13 283 (15.52%) Business Intelligence
14 270 (14.81%) Databricks
15 262 (14.37%) Decision-Making
16 259 (14.21%) Microsoft
17 244 (13.38%) Data Warehouse
18 219 (12.01%) Security Cleared
19 214 (11.74%) Agile
20 190 (10.42%) Problem-Solving
21 185 (10.15%) Machine Learning
22 184 (10.09%) Power Platform
23 178 (9.76%) Data Governance
23 178 (9.76%) Power BI
24 177 (9.71%) DevOps
25 171 (9.38%) Data Architecture
26 169 (9.27%) Data Science
27 162 (8.89%) GCP
28 159 (8.72%) Azure Data Factory
29 146 (8.01%) Terraform

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
1 135 (7.41%) Apache Airflow
2 119 (6.53%) Apache Spark
3 108 (5.92%) Apache
4 27 (1.48%) SAS
5 9 (0.49%) Palantir Foundry
6 5 (0.27%) Jupyter
7 4 (0.22%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Tornado
9 1 (0.055%) Confluence
9 1 (0.055%) GeoServer
9 1 (0.055%) SharePoint
Applications
1 20 (1.10%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.055%) Microsoft Office
3 1 (0.055%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.055%) FastStats
3 1 (0.055%) NetSuite
Cloud Services
1 503 (27.59%) Azure
2 360 (19.75%) AWS
3 184 (10.09%) Power Platform
4 162 (8.89%) GCP
5 159 (8.72%) Azure Data Factory
6 106 (5.81%) Snowflake
7 105 (5.76%) dbt
8 76 (4.17%) Azure Synapse Analytics
9 70 (3.84%) Azure DevOps
10 67 (3.68%) SaaS
11 63 (3.46%) Serverless
12 47 (2.58%) Amazon S3
13 45 (2.47%) AWS Lambda
14 41 (2.25%) GitHub
15 24 (1.32%) Amazon EMR
16 23 (1.26%) Fivetran
16 23 (1.26%) GitHub Actions
17 22 (1.21%) Azure Logic Apps
18 21 (1.15%) Microsoft Purview
19 16 (0.88%) Azure Functions
Communications & Networking
1 16 (0.88%) Structured Cabling
2 11 (0.60%) Broadband
3 8 (0.44%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) Internet
6 1 (0.055%) 4G
6 1 (0.055%) 5G
Database & Business Intelligence
1 244 (13.38%) Data Warehouse
2 178 (9.76%) Power BI
3 117 (6.42%) SQL Server
4 115 (6.31%) Data Lake
5 76 (4.17%) Big Data
6 66 (3.62%) NoSQL
7 64 (3.51%) Azure SQL Database
7 64 (3.51%) Relational Database
8 62 (3.40%) BigQuery
9 55 (3.02%) Amazon Redshift
10 50 (2.74%) PostgreSQL
11 47 (2.58%) Metadata
12 44 (2.41%) SQL Server Integration Services
13 39 (2.14%) Spark SQL
14 36 (1.97%) Tableau
15 34 (1.87%) Delta Lake
15 34 (1.87%) Star Schema
16 27 (1.48%) SQL Server Reporting Services
17 25 (1.37%) Amazon Athena
17 25 (1.37%) Hadoop
Development Applications
1 106 (5.81%) Git
2 22 (1.21%) Jenkins
3 9 (0.49%) GitLab
4 5 (0.27%) JIRA
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
7 1 (0.055%) ERwin
7 1 (0.055%) Selenium
7 1 (0.055%) VSS/SourceSafe
7 1 (0.055%) Yeoman
General
1 201 (11.03%) Social Skills
2 200 (10.97%) Finance
3 163 (8.94%) Analytical Skills
4 107 (5.87%) Public Sector
5 41 (2.25%) Marketing
6 32 (1.76%) Inclusion and Diversity
7 29 (1.59%) Retail
8 27 (1.48%) Law
9 23 (1.26%) Manufacturing
10 12 (0.66%) Health Technology
11 11 (0.60%) Advertising
11 11 (0.60%) Aerospace
12 10 (0.55%) Presentation Skills
12 10 (0.55%) Telecoms
13 9 (0.49%) Banking
14 8 (0.44%) Influencing Skills
14 8 (0.44%) Military
15 7 (0.38%) Automotive
16 6 (0.33%) Games
16 6 (0.33%) Legal
Libraries, Frameworks & Software Standards
1 146 (8.01%) Terraform
2 141 (7.73%) PySpark
3 102 (5.60%) Kafka
4 23 (1.26%) REST
5 17 (0.93%) Apache NiFi
6 15 (0.82%) JSON
7 14 (0.77%) Pandas
8 11 (0.60%) ARM Templates
9 10 (0.55%) TensorFlow
10 9 (0.49%) PyTorch
11 8 (0.44%) AWS CDK
11 8 (0.44%) Keycloak
12 7 (0.38%) .NET
13 6 (0.33%) Node.js
14 5 (0.27%) Pulumi
14 5 (0.27%) RESTful
14 5 (0.27%) scikit-learn
14 5 (0.27%) XML
14 5 (0.27%) YAML
15 4 (0.22%) gRPC
Miscellaneous
1 85 (4.66%) Cloud Native
2 30 (1.65%) Product Ownership
3 29 (1.59%) Onboarding
4 20 (1.10%) Distributed Computing
5 18 (0.99%) Data Structures
5 18 (0.99%) Distributed Systems
6 17 (0.93%) Greenfield Project
7 16 (0.88%) Driving Licence
8 15 (0.82%) Hybrid Cloud
9 14 (0.77%) Hedge funds
10 13 (0.71%) AI Agents
10 13 (0.71%) Legacy Systems
10 13 (0.71%) NHS
10 13 (0.71%) Virtual Team
11 12 (0.66%) Analytical Mindset
12 11 (0.60%) Marketing Technology
13 10 (0.55%) Reference Data
13 10 (0.55%) Sports Betting
14 9 (0.49%) Educational Technology
14 9 (0.49%) Management Information System
Operating Systems
1 9 (0.49%) Linux
2 7 (0.38%) Windows
3 1 (0.055%) Windows Server
Processes & Methodologies
1 584 (32.04%) Analytics
2 583 (31.98%) Data Pipeline
3 545 (29.90%) Data Engineering
4 413 (22.65%) ETL
5 386 (21.17%) Data Modelling
6 354 (19.42%) AI
7 292 (16.02%) CI/CD
8 283 (15.52%) Business Intelligence
9 262 (14.37%) Decision-Making
10 214 (11.74%) Agile
11 190 (10.42%) Problem-Solving
12 185 (10.15%) Machine Learning
13 178 (9.76%) Data Governance
14 177 (9.71%) DevOps
15 171 (9.38%) Data Architecture
16 169 (9.27%) Data Science
17 137 (7.52%) Mentoring
17 137 (7.52%) Platform Engineering
18 116 (6.36%) Infrastructure as Code
19 112 (6.14%) Data Integration
Programming Languages
1 641 (35.16%) SQL
2 623 (34.17%) Python
3 59 (3.24%) Java
4 57 (3.13%) Scala
5 22 (1.21%) PowerShell
6 20 (1.10%) Data Analysis Expressions
7 17 (0.93%) T-SQL
8 16 (0.88%) Bash
8 16 (0.88%) C#
8 16 (0.88%) C++
9 13 (0.71%) Go
10 12 (0.66%) JavaScript
11 8 (0.44%) Groovy
11 8 (0.44%) TypeScript
12 6 (0.33%) Bicep
12 6 (0.33%) Kusto Query Language
13 4 (0.22%) R
14 3 (0.16%) PL/SQL
14 3 (0.16%) VBA
15 2 (0.11%) VBScript
Qualifications
1 219 (12.01%) Security Cleared
2 140 (7.68%) SC Cleared
3 91 (4.99%) DV Cleared
4 85 (4.66%) Degree
5 32 (1.76%) Computer Science Degree
6 30 (1.65%) Azure Certification
7 23 (1.26%) BPSS Clearance
8 14 (0.77%) Master's Degree
9 8 (0.44%) DBS Check
10 7 (0.38%) AWS Certification
11 5 (0.27%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.055%) AWS Certified DevOps Engineer
13 1 (0.055%) AWS Certified Solutions Architect
13 1 (0.055%) City & Guilds
13 1 (0.055%) ICAEW
13 1 (0.055%) Postgraduate
13 1 (0.055%) SnowPro
Quality Assurance & Compliance
1 331 (18.16%) Data Quality
2 40 (2.19%) GDPR
3 21 (1.15%) QA
4 19 (1.04%) Accessibility
5 11 (0.60%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) SOC 2
8 1 (0.055%) California Consumer Privacy Act
System Software
1 69 (3.78%) Docker
Systems Management
1 39 (2.14%) Kubernetes
2 9 (0.49%) Grafana
3 7 (0.38%) Ansible
4 5 (0.27%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.055%) CASB
Vendors
1 270 (14.81%) Databricks
2 259 (14.21%) Microsoft
3 45 (2.47%) Google
4 19 (1.04%) Salesforce
5 17 (0.93%) Informatica
6 13 (0.71%) Oracle
7 12 (0.66%) Palantir
7 12 (0.66%) SAP
7 12 (0.66%) Talend
8 11 (0.60%) Foundry
9 6 (0.33%) OpenAI
10 4 (0.22%) Cloudera
10 4 (0.22%) Typelevel
11 3 (0.16%) Alteryx
12 2 (0.11%) iManage
12 2 (0.11%) Intapp
12 2 (0.11%) Planon
12 2 (0.11%) Splunk
13 1 (0.055%) Bloomberg
13 1 (0.055%) Zoho