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 24 August 2026.

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

6 months to
24 Aug 2026
Same period 2025 Same period 2024
Rank 94 224 170
Rank change year-on-year +130 -54 -30
Permanent jobs requiring a Data Engineer 1,807 617 1,133
As % of all permanent jobs in England 1.88% 1.41% 1.55%
As % of the Job Titles category 2.00% 1.56% 1.64%
Number of salaries quoted 1,348 477 889
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 90,192 39,670 69,296
% of permanent jobs with a recognized job title 93.98% 90.52% 95.04%
Number of salaries quoted 63,568 23,991 46,044
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 24 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 24 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 +43 614 £82,500 - 123
North of England +130 496 £67,500 +12.50% 80
South East +142 263 £60,000 -7.69% 93
North West +108 235 £70,000 +16.67% 30
Midlands +63 186 £70,000 +7.69% 37
South West +43 179 £70,000 -3.45% 27
Yorkshire +45 145 £75,000 +25.00% 23
West Midlands +60 130 £70,000 +7.69% 27
North East +25 116 £60,000 -11.11% 28
East of England +10 59 £56,000 +6.67% 12
East Midlands +7 56 £52,500 -22.22% 10
Data Engineer
UK

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

For the 6 months to 24 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.

1 640 (35.42%) SQL
2 629 (34.81%) Python
3 592 (32.76%) Data Pipeline
4 574 (31.77%) Analytics
5 538 (29.77%) Data Engineering
6 509 (28.17%) Azure
7 411 (22.74%) ETL
8 386 (21.36%) Data Modelling
9 356 (19.70%) AWS
10 352 (19.48%) AI
11 323 (17.87%) Data Quality
12 293 (16.21%) CI/CD
13 277 (15.33%) Business Intelligence
14 276 (15.27%) Databricks
15 260 (14.39%) Microsoft
16 252 (13.95%) Decision-Making
17 244 (13.50%) Data Warehouse
18 221 (12.23%) Security Cleared
19 211 (11.68%) Agile
20 195 (10.79%) Problem-Solving
21 188 (10.40%) Machine Learning
22 185 (10.24%) Power Platform
23 181 (10.02%) Data Governance
24 179 (9.91%) Power BI
25 178 (9.85%) DevOps
26 175 (9.68%) Data Architecture
27 165 (9.13%) GCP
28 164 (9.08%) Data Science
29 161 (8.91%) Azure Data Factory
30 150 (8.30%) 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
1 139 (7.69%) Apache Airflow
2 120 (6.64%) Apache Spark
3 110 (6.09%) Apache
4 27 (1.49%) 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
1 509 (28.17%) Azure
2 356 (19.70%) AWS
3 185 (10.24%) Power Platform
4 165 (9.13%) GCP
5 161 (8.91%) Azure Data Factory
6 107 (5.92%) Snowflake
7 106 (5.87%) dbt
8 78 (4.32%) Azure Synapse Analytics
9 69 (3.82%) Azure DevOps
10 67 (3.71%) SaaS
11 59 (3.27%) Serverless
12 50 (2.77%) Amazon S3
13 42 (2.32%) GitHub
14 41 (2.27%) AWS Lambda
15 24 (1.33%) GitHub Actions
16 23 (1.27%) Fivetran
17 22 (1.22%) Azure Logic Apps
18 21 (1.16%) Microsoft Purview
19 20 (1.11%) Amazon EMR
20 16 (0.89%) Azure Functions
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
1 244 (13.50%) Data Warehouse
2 179 (9.91%) Power BI
3 119 (6.59%) SQL Server
4 118 (6.53%) Data Lake
5 78 (4.32%) Big Data
6 65 (3.60%) NoSQL
6 65 (3.60%) Relational Database
7 64 (3.54%) Azure SQL Database
8 62 (3.43%) BigQuery
9 59 (3.27%) Amazon Redshift
10 50 (2.77%) PostgreSQL
11 47 (2.60%) Metadata
12 45 (2.49%) SQL Server Integration Services
13 37 (2.05%) Tableau
14 33 (1.83%) Delta Lake
14 33 (1.83%) Spark SQL
14 33 (1.83%) Star Schema
15 27 (1.49%) Amazon Athena
15 27 (1.49%) SQL Server Reporting Services
16 26 (1.44%) Hadoop
Development Applications
1 105 (5.81%) 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
1 202 (11.18%) Social Skills
2 196 (10.85%) Finance
3 159 (8.80%) Analytical Skills
4 103 (5.70%) Public Sector
5 39 (2.16%) Marketing
6 32 (1.77%) Inclusion and Diversity
7 29 (1.60%) Retail
8 28 (1.55%) Law
9 23 (1.27%) Manufacturing
10 12 (0.66%) Health Technology
11 11 (0.61%) Advertising
11 11 (0.61%) Aerospace
11 11 (0.61%) Telecoms
12 10 (0.55%) Presentation Skills
13 9 (0.50%) Banking
14 8 (0.44%) Influencing Skills
14 8 (0.44%) Military
15 6 (0.33%) Automotive
15 6 (0.33%) Games
15 6 (0.33%) Legal
Libraries, Frameworks & Software Standards
1 150 (8.30%) Terraform
2 135 (7.47%) PySpark
3 103 (5.70%) 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 8 (0.44%) AWS CDK
10 8 (0.44%) 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%) React
Miscellaneous
1 86 (4.76%) Cloud Native
2 29 (1.60%) Onboarding
2 29 (1.60%) Product Ownership
3 21 (1.16%) Distributed Systems
4 20 (1.11%) Distributed Computing
5 17 (0.94%) Data Structures
5 17 (0.94%) Greenfield Project
6 16 (0.89%) Driving Licence
7 14 (0.77%) Hedge funds
8 13 (0.72%) AI Agents
8 13 (0.72%) NHS
8 13 (0.72%) Virtual Team
9 12 (0.66%) Analytical Mindset
9 12 (0.66%) Legacy Systems
10 10 (0.55%) Marketing Technology
10 10 (0.55%) Reference Data
10 10 (0.55%) Sports Betting
11 9 (0.50%) Educational Technology
11 9 (0.50%) Hybrid Cloud
12 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
1 592 (32.76%) Data Pipeline
2 574 (31.77%) Analytics
3 538 (29.77%) Data Engineering
4 411 (22.74%) ETL
5 386 (21.36%) Data Modelling
6 352 (19.48%) AI
7 293 (16.21%) CI/CD
8 277 (15.33%) Business Intelligence
9 252 (13.95%) Decision-Making
10 211 (11.68%) Agile
11 195 (10.79%) Problem-Solving
12 188 (10.40%) Machine Learning
13 181 (10.02%) Data Governance
14 178 (9.85%) DevOps
15 175 (9.68%) Data Architecture
16 164 (9.08%) Data Science
17 138 (7.64%) Platform Engineering
18 132 (7.30%) Mentoring
19 118 (6.53%) Infrastructure as Code
20 113 (6.25%) Data Integration
Programming Languages
1 640 (35.42%) SQL
2 629 (34.81%) Python
3 59 (3.27%) Scala
4 54 (2.99%) Java
5 22 (1.22%) PowerShell
6 18 (1.00%) Data Analysis Expressions
7 17 (0.94%) Bash
7 17 (0.94%) T-SQL
8 15 (0.83%) 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%) JavaScript
13 6 (0.33%) Kusto Query Language
14 4 (0.22%) R
15 3 (0.17%) PL/SQL
15 3 (0.17%) VBA
16 2 (0.11%) VBScript
Qualifications
1 221 (12.23%) Security Cleared
2 142 (7.86%) SC Cleared
3 91 (5.04%) DV Cleared
4 86 (4.76%) Degree
5 33 (1.83%) Computer Science Degree
6 30 (1.66%) Azure Certification
7 23 (1.27%) BPSS Clearance
8 14 (0.77%) 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
1 323 (17.87%) Data Quality
2 40 (2.21%) GDPR
3 21 (1.16%) QA
4 19 (1.05%) Accessibility
5 12 (0.66%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) SOC 2
System Software
1 72 (3.98%) Docker
2 1 (0.055%) Active Directory
Systems Management
1 40 (2.21%) 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
1 276 (15.27%) Databricks
2 260 (14.39%) Microsoft
3 44 (2.43%) Google
4 18 (1.00%) Salesforce
5 16 (0.89%) Informatica
6 14 (0.77%) Oracle
7 12 (0.66%) Palantir
7 12 (0.66%) 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%) Bloomberg
13 1 (0.055%) Zoho