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 14 September 2026.

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

6 months to
14 Sep 2026
Same period 2025 Same period 2024
Rank 96 230 179
Rank change year-on-year +134 -51 -46
Permanent jobs requiring a Data Engineer 1,853 598 1,018
As % of all permanent jobs in England 1.85% 1.38% 1.48%
As % of the Job Titles category 1.98% 1.53% 1.56%
Number of salaries quoted 1,387 455 815
10th Percentile £45,000 £47,500 £40,000
25th Percentile £51,250 £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 93,639 39,093 65,374
% of permanent jobs with a recognized job title 93.52% 90.39% 95.20%
Number of salaries quoted 66,191 23,439 40,359
10th Percentile £30,000 £28,300 £30,000
25th Percentile £40,500 £36,250 £40,000
Median annual salary (50th Percentile) £59,853 £55,000 £55,000
Median % change year-on-year +8.82% - -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 14 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 14 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 +46 601 £82,500 +3.13% 880
North of England +133 554 £65,000 - 256
North West +114 253 £67,500 +12.50% 145
South East +130 245 £63,750 -1.92% 205
Midlands +53 199 £70,000 +3.70% 133
South West +37 190 £70,000 - 92
Yorkshire +60 167 £66,805 -1.03% 76
West Midlands +56 148 £70,000 +7.69% 87
North East +32 134 £60,000 -11.11% 35
East of England +6 54 £56,000 +6.67% 72
East Midlands -8 51 £50,000 -25.93% 46
Data Engineer
UK

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

For the 6 months to 14 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.

1 667 (36.00%) SQL
2 609 (32.87%) Analytics
3 608 (32.81%) Python
4 568 (30.65%) Data Pipeline
5 563 (30.38%) Data Engineering
6 496 (26.77%) Azure
7 438 (23.64%) ETL
8 382 (20.62%) Data Modelling
9 371 (20.02%) AWS
10 363 (19.59%) AI
11 349 (18.83%) Data Quality
12 300 (16.19%) CI/CD
13 298 (16.08%) Business Intelligence
14 292 (15.76%) Decision-Making
15 262 (14.14%) Databricks
16 258 (13.92%) Microsoft
17 247 (13.33%) Data Warehouse
18 240 (12.95%) Security Cleared
19 225 (12.14%) Agile
20 198 (10.69%) Problem-Solving
21 185 (9.98%) Power Platform
22 184 (9.93%) DevOps
23 183 (9.88%) Data Science
24 180 (9.71%) Machine Learning
25 179 (9.66%) Power BI
26 175 (9.44%) Data Governance
27 166 (8.96%) Azure Data Factory
28 164 (8.85%) Data Architecture
29 163 (8.80%) SC Cleared
30 158 (8.53%) 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
1 123 (6.64%) Apache Spark
2 118 (6.37%) Apache Airflow
3 106 (5.72%) Apache
4 26 (1.40%) SAS
5 9 (0.49%) Palantir Foundry
6 5 (0.27%) Jupyter
6 5 (0.27%) Oracle Workflow
7 4 (0.22%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) Tornado
9 1 (0.054%) GeoServer
9 1 (0.054%) SharePoint
Applications
1 21 (1.13%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.054%) Microsoft Office
3 1 (0.054%) Microsoft PowerPoint
3 1 (0.054%) MS Visio
Business Applications
1 5 (0.27%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.054%) Academy Revenues and Benefits
3 1 (0.054%) FastStats
3 1 (0.054%) NetSuite
Cloud Services
1 496 (26.77%) Azure
2 371 (20.02%) AWS
3 185 (9.98%) Power Platform
4 166 (8.96%) Azure Data Factory
5 154 (8.31%) GCP
6 101 (5.45%) dbt
7 94 (5.07%) Snowflake
8 80 (4.32%) Serverless
9 79 (4.26%) Azure Synapse Analytics
10 78 (4.21%) Azure DevOps
11 63 (3.40%) SaaS
12 61 (3.29%) AWS Lambda
13 47 (2.54%) Amazon S3
14 40 (2.16%) GitHub
15 32 (1.73%) Azure Databricks
16 29 (1.57%) Amazon EMR
17 27 (1.46%) Amazon EC2
18 26 (1.40%) Azure Logic Apps
19 22 (1.19%) Fivetran
20 21 (1.13%) Microsoft Purview
Communications & Networking
1 18 (0.97%) Structured Cabling
2 9 (0.49%) Broadband
3 7 (0.38%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) Internet
6 1 (0.054%) 4G
6 1 (0.054%) 5G
Database & Business Intelligence
1 247 (13.33%) Data Warehouse
2 179 (9.66%) Power BI
3 122 (6.58%) Data Lake
4 109 (5.88%) SQL Server
5 75 (4.05%) Big Data
6 70 (3.78%) NoSQL
7 69 (3.72%) Azure SQL Database
8 60 (3.24%) BigQuery
9 58 (3.13%) Relational Database
10 53 (2.86%) Amazon Redshift
11 52 (2.81%) Metadata
12 49 (2.64%) PostgreSQL
12 49 (2.64%) Spark SQL
13 42 (2.27%) SQL Server Integration Services
14 41 (2.21%) Tableau
15 38 (2.05%) Delta Lake
16 34 (1.83%) Star Schema
17 27 (1.46%) Amazon Athena
18 26 (1.40%) Hadoop
18 26 (1.40%) SQL Server Reporting Services
Development Applications
1 114 (6.15%) Git
2 24 (1.30%) Jenkins
3 9 (0.49%) GitLab
4 4 (0.22%) 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 (0.054%) ERwin
7 1 (0.054%) Selenium
7 1 (0.054%) VSS/SourceSafe
7 1 (0.054%) Yeoman
General
1 208 (11.23%) Social Skills
2 200 (10.79%) Finance
3 174 (9.39%) Analytical Skills
4 118 (6.37%) Public Sector
5 41 (2.21%) Marketing
6 32 (1.73%) Inclusion and Diversity
6 32 (1.73%) Retail
7 25 (1.35%) Law
8 21 (1.13%) Manufacturing
9 12 (0.65%) Health Technology
10 11 (0.59%) Aerospace
11 10 (0.54%) Advertising
11 10 (0.54%) Presentation Skills
12 9 (0.49%) Banking
12 9 (0.49%) Influencing Skills
13 8 (0.43%) Military
14 7 (0.38%) Automotive
14 7 (0.38%) Legal
15 6 (0.32%) Telecoms
16 5 (0.27%) Games
Libraries, Frameworks & Software Standards
1 158 (8.53%) PySpark
2 133 (7.18%) Terraform
3 98 (5.29%) Kafka
4 25 (1.35%) REST
5 18 (0.97%) .NET
6 16 (0.86%) Apache NiFi
6 16 (0.86%) JSON
6 16 (0.86%) Pandas
7 11 (0.59%) ARM Templates
8 10 (0.54%) Keycloak
8 10 (0.54%) TensorFlow
9 9 (0.49%) AWS CDK
9 9 (0.49%) PyTorch
10 7 (0.38%) YAML
11 6 (0.32%) Node.js
11 6 (0.32%) scikit-learn
12 5 (0.27%) Apache Avro
12 5 (0.27%) Oracle Fusion
12 5 (0.27%) Pulumi
12 5 (0.27%) XML
Miscellaneous
1 85 (4.59%) Cloud Native
2 34 (1.83%) Product Ownership
3 30 (1.62%) Onboarding
4 23 (1.24%) Hybrid Cloud
5 20 (1.08%) Data Structures
6 19 (1.03%) Distributed Computing
7 17 (0.92%) Greenfield Project
8 15 (0.81%) Distributed Systems
8 15 (0.81%) Driving Licence
9 14 (0.76%) AI Agents
9 14 (0.76%) NHS
10 13 (0.70%) Hedge funds
10 13 (0.70%) Legacy Systems
11 12 (0.65%) Virtual Team
12 11 (0.59%) Analytical Mindset
12 11 (0.59%) Marketing Technology
13 10 (0.54%) Reference Data
13 10 (0.54%) Sports Betting
14 9 (0.49%) Educational Technology
14 9 (0.49%) Management Information System
Operating Systems
1 9 (0.49%) Linux
2 8 (0.43%) Windows
3 1 (0.054%) Windows Server
Processes & Methodologies
1 609 (32.87%) Analytics
2 568 (30.65%) Data Pipeline
3 563 (30.38%) Data Engineering
4 438 (23.64%) ETL
5 382 (20.62%) Data Modelling
6 363 (19.59%) AI
7 300 (16.19%) CI/CD
8 298 (16.08%) Business Intelligence
9 292 (15.76%) Decision-Making
10 225 (12.14%) Agile
11 198 (10.69%) Problem-Solving
12 184 (9.93%) DevOps
13 183 (9.88%) Data Science
14 180 (9.71%) Machine Learning
15 175 (9.44%) Data Governance
16 164 (8.85%) Data Architecture
17 156 (8.42%) Mentoring
18 142 (7.66%) Lakehouse
19 130 (7.02%) Data Transformation
20 123 (6.64%) Platform Engineering
Programming Languages
1 667 (36.00%) SQL
2 608 (32.81%) Python
3 72 (3.89%) Java
4 58 (3.13%) Scala
5 29 (1.57%) JavaScript
6 28 (1.51%) C#
7 27 (1.46%) C++
8 23 (1.24%) Data Analysis Expressions
8 23 (1.24%) PowerShell
9 17 (0.92%) Bash
10 15 (0.81%) T-SQL
11 13 (0.70%) Go
12 7 (0.38%) Groovy
12 7 (0.38%) TypeScript
13 6 (0.32%) Kusto Query Language
13 6 (0.32%) R
14 5 (0.27%) Bicep
15 3 (0.16%) PL/SQL
15 3 (0.16%) VBA
16 2 (0.11%) VBScript
Qualifications
1 240 (12.95%) Security Cleared
2 163 (8.80%) SC Cleared
3 88 (4.75%) DV Cleared
4 82 (4.43%) Degree
5 33 (1.78%) Azure Certification
6 30 (1.62%) Computer Science Degree
7 21 (1.13%) BPSS Clearance
8 13 (0.70%) Master's Degree
9 10 (0.54%) DBS Check
10 6 (0.32%) AWS Certification
11 5 (0.27%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.054%) ICAEW
13 1 (0.054%) PMP
13 1 (0.054%) Postgraduate
13 1 (0.054%) SnowPro
Quality Assurance & Compliance
1 349 (18.83%) Data Quality
2 40 (2.16%) GDPR
3 24 (1.30%) Accessibility
4 19 (1.03%) QA
5 8 (0.43%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) California Consumer Privacy Act
7 2 (0.11%) SOC 2
System Software
1 65 (3.51%) Docker
Systems Management
1 39 (2.10%) Kubernetes
2 8 (0.43%) 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 (0.054%) CASB
Vendors
1 262 (14.14%) Databricks
2 258 (13.92%) Microsoft
3 43 (2.32%) Google
4 19 (1.03%) Salesforce
5 17 (0.92%) Informatica
6 15 (0.81%) Oracle
7 13 (0.70%) SAP
8 12 (0.65%) Talend
9 10 (0.54%) Foundry
9 10 (0.54%) Palantir
10 6 (0.32%) OpenAI
11 4 (0.22%) Cloudera
12 3 (0.16%) Alteryx
12 3 (0.16%) Workday
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