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 August 2026.

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

6 months to
18 Aug 2026
Same period 2025 Same period 2024
Rank 90 233 170
Rank change year-on-year +143 -63 -31
Permanent jobs requiring a Data Engineer 1,800 613 1,132
As % of all permanent jobs in England 1.89% 1.40% 1.57%
As % of the Job Titles category 2.01% 1.54% 1.65%
Number of salaries quoted 1,350 470 892
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £56,563 £51,438
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 89,417 39,686 68,557
% of permanent jobs with a recognized job title 94.04% 90.58% 94.97%
Number of salaries quoted 62,893 23,926 46,457
10th Percentile £30,000 £28,500 £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 £76,201 £75,000 £72,500
90th Percentile £97,500 £95,000 £92,500
UK median annual salary £56,950 £55,000 £55,000
% change year-on-year +3.55% - -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 18 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 18 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 +49 613 £80,000 -1.54% 112
North of England +130 489 £67,500 +12.50% 78
South East +151 265 £60,000 -7.69% 92
North West +122 235 £70,000 +16.67% 27
Midlands +67 184 £70,000 +7.69% 45
South West +48 178 £70,000 -3.45% 29
Yorkshire +42 144 £75,000 +25.00% 26
West Midlands +50 129 £70,000 +7.69% 30
North East +22 110 £60,000 -11.11% 25
East of England +9 59 £56,000 +9.27% 11
East Midlands +6 55 £52,500 -22.22% 15
Data Engineer
UK

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

For the 6 months to 18 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.

1 638 (35.44%) SQL
2 631 (35.06%) Python
3 591 (32.83%) Data Pipeline
4 581 (32.28%) Analytics
5 531 (29.50%) Data Engineering
6 508 (28.22%) Azure
7 416 (23.11%) ETL
8 386 (21.44%) Data Modelling
9 361 (20.06%) AWS
10 351 (19.50%) AI
11 326 (18.11%) Data Quality
12 294 (16.33%) CI/CD
13 278 (15.44%) Business Intelligence
14 276 (15.33%) Databricks
15 259 (14.39%) Microsoft
16 252 (14.00%) Decision-Making
17 243 (13.50%) Data Warehouse
18 220 (12.22%) Security Cleared
19 213 (11.83%) Agile
20 193 (10.72%) Problem-Solving
21 187 (10.39%) Machine Learning
21 187 (10.39%) Power Platform
22 183 (10.17%) Data Governance
23 180 (10.00%) Power BI
24 175 (9.72%) Data Architecture
25 172 (9.56%) DevOps
26 165 (9.17%) GCP
27 161 (8.94%) Data Science
28 160 (8.89%) Azure Data Factory
29 150 (8.33%) 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
1 142 (7.89%) Apache Airflow
2 120 (6.67%) Apache Spark
3 111 (6.17%) Apache
4 27 (1.50%) SAS
5 10 (0.56%) Palantir Foundry
6 5 (0.28%) Jupyter
7 4 (0.22%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) SharePoint
8 2 (0.11%) Tornado
9 1 (0.056%) GeoServer
9 1 (0.056%) Oracle Application Server
Applications
1 20 (1.11%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.056%) Microsoft Office
3 1 (0.056%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.056%) FastStats
3 1 (0.056%) NetSuite
3 1 (0.056%) Primavera
Cloud Services
1 508 (28.22%) Azure
2 361 (20.06%) AWS
3 187 (10.39%) Power Platform
4 165 (9.17%) GCP
5 160 (8.89%) Azure Data Factory
6 110 (6.11%) Snowflake
7 106 (5.89%) dbt
8 78 (4.33%) Azure Synapse Analytics
9 67 (3.72%) Azure DevOps
9 67 (3.72%) SaaS
10 59 (3.28%) Serverless
11 50 (2.78%) Amazon S3
12 41 (2.28%) AWS Lambda
13 38 (2.11%) GitHub
14 23 (1.28%) Fivetran
14 23 (1.28%) GitHub Actions
15 22 (1.22%) Azure Logic Apps
15 22 (1.22%) Microsoft Purview
16 20 (1.11%) Amazon EMR
17 16 (0.89%) Amazon Kinesis
Communications & Networking
1 16 (0.89%) Structured Cabling
2 13 (0.72%) 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 (0.056%) 4G
6 1 (0.056%) 5G
6 1 (0.056%) Kerberos
Database & Business Intelligence
1 243 (13.50%) Data Warehouse
2 180 (10.00%) Power BI
3 120 (6.67%) SQL Server
4 117 (6.50%) Data Lake
5 80 (4.44%) Big Data
6 67 (3.72%) Relational Database
7 66 (3.67%) NoSQL
8 63 (3.50%) Azure SQL Database
8 63 (3.50%) BigQuery
9 61 (3.39%) Amazon Redshift
10 51 (2.83%) PostgreSQL
11 47 (2.61%) Metadata
12 45 (2.50%) SQL Server Integration Services
13 37 (2.06%) Tableau
14 34 (1.89%) Star Schema
15 33 (1.83%) Delta Lake
15 33 (1.83%) Spark SQL
16 27 (1.50%) Amazon Athena
17 25 (1.39%) Hadoop
17 25 (1.39%) SQL Server Reporting Services
Development Applications
1 103 (5.72%) Git
2 21 (1.17%) Jenkins
3 10 (0.56%) GitLab
4 6 (0.33%) JIRA
5 4 (0.22%) Visual Studio
6 3 (0.17%) Bitbucket
6 3 (0.17%) Visual Studio Code
7 1 (0.056%) Claude Code
7 1 (0.056%) ERwin
7 1 (0.056%) Oracle APEX
7 1 (0.056%) Selenium
7 1 (0.056%) VSS/SourceSafe
7 1 (0.056%) Yeoman
General
1 198 (11.00%) Social Skills
2 195 (10.83%) Finance
3 160 (8.89%) Analytical Skills
4 105 (5.83%) Public Sector
5 39 (2.17%) Marketing
6 33 (1.83%) Inclusion and Diversity
7 28 (1.56%) Law
7 28 (1.56%) Retail
8 23 (1.28%) Manufacturing
9 12 (0.67%) Health Technology
10 11 (0.61%) Advertising
10 11 (0.61%) Aerospace
10 11 (0.61%) Telecoms
11 10 (0.56%) Presentation Skills
12 9 (0.50%) Banking
13 8 (0.44%) Military
14 7 (0.39%) Influencing Skills
15 6 (0.33%) Games
15 6 (0.33%) Legal
16 5 (0.28%) Automotive
Libraries, Frameworks & Software Standards
1 135 (7.50%) PySpark
2 103 (5.72%) Kafka
3 20 (1.11%) REST
4 18 (1.00%) Apache NiFi
5 16 (0.89%) JSON
5 16 (0.89%) Pandas
6 11 (0.61%) ARM Templates
7 9 (0.50%) TensorFlow
8 8 (0.44%) PyTorch
9 7 (0.39%) AWS CDK
9 7 (0.39%) Keycloak
10 6 (0.33%) gRPC
10 6 (0.33%) Node.js
10 6 (0.33%) XML
10 6 (0.33%) YAML
11 5 (0.28%) RESTful
11 5 (0.28%) scikit-learn
12 4 (0.22%) EDI
12 4 (0.22%) NumPy
12 4 (0.22%) React
Miscellaneous
1 86 (4.78%) Cloud Native
2 29 (1.61%) Onboarding
3 28 (1.56%) Product Ownership
4 21 (1.17%) Distributed Computing
5 20 (1.11%) Distributed Systems
6 18 (1.00%) Data Structures
7 17 (0.94%) Greenfield Project
8 16 (0.89%) Driving Licence
9 14 (0.78%) Hedge funds
10 13 (0.72%) NHS
10 13 (0.72%) Virtual Team
11 12 (0.67%) AI Agents
11 12 (0.67%) Analytical Mindset
11 12 (0.67%) Legacy Systems
12 10 (0.56%) Marketing Technology
12 10 (0.56%) Reference Data
12 10 (0.56%) Sports Betting
13 9 (0.50%) Educational Technology
14 8 (0.44%) Hybrid Cloud
14 8 (0.44%) Management Information System
Operating Systems
1 10 (0.56%) Linux
2 6 (0.33%) Windows
3 1 (0.056%) Unix
3 1 (0.056%) Windows Server
Processes & Methodologies
1 591 (32.83%) Data Pipeline
2 581 (32.28%) Analytics
3 531 (29.50%) Data Engineering
4 416 (23.11%) ETL
5 386 (21.44%) Data Modelling
6 351 (19.50%) AI
7 294 (16.33%) CI/CD
8 278 (15.44%) Business Intelligence
9 252 (14.00%) Decision-Making
10 213 (11.83%) Agile
11 193 (10.72%) Problem-Solving
12 187 (10.39%) Machine Learning
13 183 (10.17%) Data Governance
14 175 (9.72%) Data Architecture
15 172 (9.56%) DevOps
16 161 (8.94%) Data Science
17 137 (7.61%) Platform Engineering
18 133 (7.39%) Mentoring
19 117 (6.50%) Infrastructure as Code
20 113 (6.28%) Data Integration
Programming Languages
1 638 (35.44%) SQL
2 631 (35.06%) Python
3 56 (3.11%) Scala
4 53 (2.94%) Java
5 23 (1.28%) PowerShell
6 17 (0.94%) Bash
6 17 (0.94%) T-SQL
7 16 (0.89%) Data Analysis Expressions
8 14 (0.78%) Go
9 10 (0.56%) C#
9 10 (0.56%) C++
10 8 (0.44%) Groovy
10 8 (0.44%) TypeScript
11 6 (0.33%) Bicep
11 6 (0.33%) Kusto Query Language
12 4 (0.22%) JavaScript
12 4 (0.22%) R
13 3 (0.17%) PL/SQL
13 3 (0.17%) VBA
14 2 (0.11%) VBScript
Qualifications
1 220 (12.22%) Security Cleared
2 141 (7.83%) SC Cleared
3 91 (5.06%) DV Cleared
4 86 (4.78%) Degree
5 34 (1.89%) Computer Science Degree
6 28 (1.56%) Azure Certification
7 22 (1.22%) BPSS Clearance
8 14 (0.78%) Master's Degree
9 7 (0.39%) AWS Certification
10 6 (0.33%) DBS Check
11 5 (0.28%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.056%) AWS Certified DevOps Engineer
13 1 (0.056%) AWS Certified Solutions Architect
13 1 (0.056%) CISM
13 1 (0.056%) CISSP
13 1 (0.056%) City & Guilds
13 1 (0.056%) ICAEW
13 1 (0.056%) SnowPro
Quality Assurance & Compliance
1 326 (18.11%) Data Quality
2 43 (2.39%) GDPR
3 21 (1.17%) QA
4 19 (1.06%) Accessibility
5 13 (0.72%) SLA
6 4 (0.22%) Actionable Recommendations
7 3 (0.17%) SOC 2
8 1 (0.056%) HIPAA
8 1 (0.056%) PCI DSS
System Software
1 73 (4.06%) Docker
2 1 (0.056%) Active Directory
Systems Management
1 150 (8.33%) Terraform
2 40 (2.22%) Kubernetes
3 9 (0.50%) Grafana
4 8 (0.44%) Ansible
5 5 (0.28%) Packer
6 3 (0.17%) Kibana
7 2 (0.11%) Argo
7 2 (0.11%) CASB
7 2 (0.11%) Prometheus
Vendors
1 276 (15.33%) Databricks
2 259 (14.39%) Microsoft
3 45 (2.50%) Google
4 18 (1.00%) Salesforce
5 17 (0.94%) Informatica
5 17 (0.94%) Oracle
6 14 (0.78%) Palantir
7 12 (0.67%) Foundry
7 12 (0.67%) SAP
8 11 (0.61%) Talend
9 6 (0.33%) OpenAI
9 6 (0.33%) Typelevel
10 4 (0.22%) Cloudera
11 3 (0.17%) Alteryx
12 2 (0.11%) iManage
12 2 (0.11%) Intapp
12 2 (0.11%) Planon
12 2 (0.11%) Splunk
13 1 (0.056%) Confluent
13 1 (0.056%) Workday