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 August 2026.

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

6 months to
21 Aug 2026
Same period 2025 Same period 2024
Rank 94 236 173
Rank change year-on-year +142 -63 -33
Permanent jobs requiring a Data Engineer 1,802 607 1,128
As % of all permanent jobs in England 1.89% 1.39% 1.55%
As % of the Job Titles category 2.01% 1.53% 1.64%
Number of salaries quoted 1,348 468 887
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £56,250 £51,375
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 89,557 39,579 68,958
% of permanent jobs with a recognized job title 94.02% 90.58% 95.01%
Number of salaries quoted 63,024 23,847 46,222
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 £76,250 £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 21 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 21 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 +45 616 £82,500 +3.13% 124
North of England +132 493 £67,500 +12.50% 86
South East +143 263 £60,000 -7.69% 96
North West +108 235 £70,000 +16.67% 34
Midlands +61 183 £70,000 +7.69% 42
South West +43 177 £70,000 -3.45% 24
Yorkshire +34 144 £75,000 +25.00% 26
West Midlands +49 127 £70,000 +7.69% 30
North East +26 114 £61,250 -9.26% 27
East of England +21 59 £56,000 +9.27% 11
East Midlands +10 56 £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 21 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.

1 637 (35.35%) SQL
2 625 (34.68%) Python
3 591 (32.80%) Data Pipeline
4 574 (31.85%) Analytics
5 536 (29.74%) Data Engineering
6 506 (28.08%) Azure
7 410 (22.75%) ETL
8 386 (21.42%) Data Modelling
9 356 (19.76%) AWS
10 349 (19.37%) AI
11 324 (17.98%) Data Quality
12 292 (16.20%) CI/CD
13 275 (15.26%) Business Intelligence
14 274 (15.21%) Databricks
15 260 (14.43%) Microsoft
16 252 (13.98%) Decision-Making
17 242 (13.43%) Data Warehouse
18 220 (12.21%) Security Cleared
19 211 (11.71%) Agile
20 195 (10.82%) Problem-Solving
21 188 (10.43%) Machine Learning
22 183 (10.16%) Power Platform
23 180 (9.99%) Data Governance
24 177 (9.82%) Data Architecture
24 177 (9.82%) Power BI
25 176 (9.77%) DevOps
26 164 (9.10%) GCP
27 161 (8.93%) Data Science
28 158 (8.77%) Azure Data Factory
29 149 (8.27%) 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
1 140 (7.77%) Apache Airflow
2 119 (6.60%) Apache Spark
3 109 (6.05%) Apache
4 27 (1.50%) SAS
5 9 (0.50%) 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%) Tornado
9 1 (0.055%) GeoServer
9 1 (0.055%) SharePoint
Applications
1 20 (1.11%) 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
1 506 (28.08%) Azure
2 356 (19.76%) AWS
3 183 (10.16%) Power Platform
4 164 (9.10%) GCP
5 158 (8.77%) Azure Data Factory
6 107 (5.94%) Snowflake
7 105 (5.83%) dbt
8 76 (4.22%) Azure Synapse Analytics
9 69 (3.83%) Azure DevOps
10 67 (3.72%) SaaS
11 59 (3.27%) Serverless
12 50 (2.77%) Amazon S3
13 42 (2.33%) GitHub
14 41 (2.28%) AWS Lambda
15 24 (1.33%) GitHub Actions
16 23 (1.28%) Fivetran
17 22 (1.22%) Azure Logic Apps
18 21 (1.17%) Microsoft Purview
19 20 (1.11%) Amazon EMR
20 16 (0.89%) Dagster
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 (0.055%) 4G
6 1 (0.055%) 5G
6 1 (0.055%) Kerberos
Database & Business Intelligence
1 242 (13.43%) Data Warehouse
2 177 (9.82%) Power BI
3 121 (6.71%) SQL Server
4 116 (6.44%) Data Lake
5 77 (4.27%) Big Data
6 67 (3.72%) Relational Database
7 65 (3.61%) NoSQL
8 64 (3.55%) Azure SQL Database
9 62 (3.44%) BigQuery
10 60 (3.33%) Amazon Redshift
11 49 (2.72%) PostgreSQL
12 46 (2.55%) Metadata
13 45 (2.50%) SQL Server Integration Services
14 37 (2.05%) Tableau
15 33 (1.83%) Delta Lake
15 33 (1.83%) Spark SQL
15 33 (1.83%) Star Schema
16 27 (1.50%) Amazon Athena
17 25 (1.39%) Hadoop
17 25 (1.39%) SQL Server Reporting Services
Development Applications
1 105 (5.83%) Git
2 22 (1.22%) Jenkins
3 10 (0.55%) 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 2 (0.11%) Claude Code
8 1 (0.055%) ERwin
8 1 (0.055%) Selenium
8 1 (0.055%) VSS/SourceSafe
8 1 (0.055%) Yeoman
General
1 199 (11.04%) Social Skills
2 198 (10.99%) Finance
3 161 (8.93%) Analytical Skills
4 103 (5.72%) Public Sector
5 39 (2.16%) Marketing
6 32 (1.78%) Inclusion and Diversity
7 28 (1.55%) Law
7 28 (1.55%) 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 (0.55%) Presentation Skills
12 9 (0.50%) Banking
13 8 (0.44%) Military
14 7 (0.39%) Influencing Skills
15 6 (0.33%) Automotive
15 6 (0.33%) Games
15 6 (0.33%) Legal
Libraries, Frameworks & Software Standards
1 149 (8.27%) Terraform
2 136 (7.55%) PySpark
3 102 (5.66%) Kafka
4 20 (1.11%) REST
5 17 (0.94%) Apache NiFi
6 15 (0.83%) JSON
6 15 (0.83%) Pandas
7 11 (0.61%) ARM Templates
8 10 (0.55%) TensorFlow
9 9 (0.50%) PyTorch
10 7 (0.39%) AWS CDK
10 7 (0.39%) Keycloak
11 6 (0.33%) gRPC
11 6 (0.33%) Node.js
11 6 (0.33%) YAML
12 5 (0.28%) Pulumi
12 5 (0.28%) RESTful
12 5 (0.28%) scikit-learn
12 5 (0.28%) XML
13 4 (0.22%) Apache Beam
Miscellaneous
1 86 (4.77%) Cloud Native
2 29 (1.61%) Onboarding
3 28 (1.55%) Product Ownership
4 21 (1.17%) Distributed Systems
5 20 (1.11%) Distributed Computing
6 17 (0.94%) Data Structures
6 17 (0.94%) Greenfield Project
7 16 (0.89%) Driving Licence
8 14 (0.78%) Hedge funds
9 13 (0.72%) NHS
9 13 (0.72%) Virtual Team
10 12 (0.67%) AI Agents
10 12 (0.67%) Analytical Mindset
10 12 (0.67%) Legacy Systems
11 10 (0.55%) Marketing Technology
11 10 (0.55%) Reference Data
11 10 (0.55%) Sports Betting
12 9 (0.50%) Educational Technology
13 8 (0.44%) Hybrid Cloud
13 8 (0.44%) Management Information System
Operating Systems
1 10 (0.55%) Linux
2 6 (0.33%) Windows
3 1 (0.055%) Unix
3 1 (0.055%) Windows Server
Processes & Methodologies
1 591 (32.80%) Data Pipeline
2 574 (31.85%) Analytics
3 536 (29.74%) Data Engineering
4 410 (22.75%) ETL
5 386 (21.42%) Data Modelling
6 349 (19.37%) AI
7 292 (16.20%) CI/CD
8 275 (15.26%) Business Intelligence
9 252 (13.98%) Decision-Making
10 211 (11.71%) Agile
11 195 (10.82%) Problem-Solving
12 188 (10.43%) Machine Learning
13 180 (9.99%) Data Governance
14 177 (9.82%) Data Architecture
15 176 (9.77%) DevOps
16 161 (8.93%) Data Science
17 140 (7.77%) Platform Engineering
18 132 (7.33%) Mentoring
19 118 (6.55%) Infrastructure as Code
20 113 (6.27%) Data Integration
Programming Languages
1 637 (35.35%) SQL
2 625 (34.68%) Python
3 57 (3.16%) Scala
4 54 (3.00%) Java
5 22 (1.22%) 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 (0.55%) C++
10 9 (0.50%) C#
11 8 (0.44%) Groovy
12 7 (0.39%) TypeScript
13 6 (0.33%) Bicep
13 6 (0.33%) Kusto Query Language
14 4 (0.22%) JavaScript
14 4 (0.22%) R
15 3 (0.17%) PL/SQL
15 3 (0.17%) VBA
16 2 (0.11%) VBScript
Qualifications
1 220 (12.21%) Security Cleared
2 141 (7.82%) SC Cleared
3 90 (4.99%) DV Cleared
4 86 (4.77%) Degree
5 33 (1.83%) Computer Science Degree
6 29 (1.61%) Azure Certification
7 22 (1.22%) BPSS Clearance
8 14 (0.78%) Master's Degree
9 7 (0.39%) AWS Certification
9 7 (0.39%) DBS Check
10 5 (0.28%) Microsoft Certification
11 2 (0.11%) CITP
12 1 (0.055%) AWS Certified DevOps Engineer
12 1 (0.055%) AWS Certified Solutions Architect
12 1 (0.055%) City & Guilds
12 1 (0.055%) ICAEW
12 1 (0.055%) Postgraduate
12 1 (0.055%) SnowPro
Quality Assurance & Compliance
1 324 (17.98%) Data Quality
2 42 (2.33%) GDPR
3 21 (1.17%) QA
4 19 (1.05%) Accessibility
5 12 (0.67%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) SOC 2
System Software
1 72 (4.00%) Docker
2 1 (0.055%) Active Directory
Systems Management
1 40 (2.22%) Kubernetes
2 9 (0.50%) Grafana
3 8 (0.44%) Ansible
4 5 (0.28%) Packer
5 3 (0.17%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.055%) CASB
Vendors
1 274 (15.21%) Databricks
2 260 (14.43%) Microsoft
3 44 (2.44%) Google
4 18 (1.00%) Salesforce
5 16 (0.89%) Informatica
5 16 (0.89%) Oracle
6 13 (0.72%) Palantir
7 12 (0.67%) SAP
8 11 (0.61%) Foundry
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 (0.055%) Refinitiv
13 1 (0.055%) Workday