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 19 August 2026.

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

6 months to
19 Aug 2026
Same period 2025 Same period 2024
Rank 92 233 170
Rank change year-on-year +141 -63 -31
Permanent jobs requiring a Data Engineer 1,801 609 1,133
As % of all permanent jobs in England 1.89% 1.39% 1.56%
As % of the Job Titles category 2.01% 1.54% 1.64%
Number of salaries quoted 1,350 466 892
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £57,500 £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 89,383 39,648 68,958
% of permanent jobs with a recognized job title 94.03% 90.60% 95.00%
Number of salaries quoted 62,829 23,898 46,485
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 19 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 19 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 +47 614 £80,000 - 249
North of England +135 491 £67,500 +12.50% 120
South East +149 264 £60,000 -7.69% 111
North West +113 235 £70,000 +16.67% 55
Midlands +62 184 £70,000 +7.69% 61
South West +47 177 £70,000 -3.45% 39
Yorkshire +47 143 £75,000 +25.00% 32
West Midlands +53 129 £70,000 +7.69% 44
North East +22 113 £61,250 -9.26% 33
East of England +12 59 £56,000 +9.27% 21
East Midlands +10 55 £52,500 -22.22% 17
Data Engineer
UK

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

For the 6 months to 19 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 (35.42%) SQL
2 629 (34.93%) Python
3 593 (32.93%) Data Pipeline
4 578 (32.09%) Analytics
5 536 (29.76%) Data Engineering
6 507 (28.15%) Azure
7 413 (22.93%) ETL
8 385 (21.38%) Data Modelling
9 360 (19.99%) AWS
10 353 (19.60%) AI
11 327 (18.16%) Data Quality
12 292 (16.21%) CI/CD
13 276 (15.32%) Business Intelligence
13 276 (15.32%) Databricks
14 257 (14.27%) Microsoft
15 253 (14.05%) Decision-Making
16 239 (13.27%) Data Warehouse
17 221 (12.27%) Security Cleared
18 212 (11.77%) Agile
19 194 (10.77%) Problem-Solving
20 189 (10.49%) Machine Learning
21 185 (10.27%) Power Platform
22 181 (10.05%) Data Governance
23 179 (9.94%) Power BI
24 177 (9.83%) Data Architecture
25 174 (9.66%) DevOps
26 166 (9.22%) GCP
27 161 (8.94%) Data Science
28 159 (8.83%) Azure Data Factory
29 148 (8.22%) 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
2 120 (6.66%) Apache Spark
3 110 (6.11%) 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%) Tornado
9 1 (0.056%) GeoServer
9 1 (0.056%) SharePoint
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
Cloud Services
1 507 (28.15%) Azure
2 360 (19.99%) AWS
3 185 (10.27%) Power Platform
4 166 (9.22%) GCP
5 159 (8.83%) Azure Data Factory
6 109 (6.05%) Snowflake
7 107 (5.94%) dbt
8 78 (4.33%) Azure Synapse Analytics
9 67 (3.72%) Azure DevOps
10 66 (3.66%) SaaS
11 59 (3.28%) Serverless
12 50 (2.78%) Amazon S3
13 41 (2.28%) AWS Lambda
14 40 (2.22%) GitHub
15 23 (1.28%) Fivetran
15 23 (1.28%) GitHub Actions
16 22 (1.22%) Azure Logic Apps
17 21 (1.17%) Microsoft Purview
18 20 (1.11%) Amazon EMR
19 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
1 239 (13.27%) Data Warehouse
2 179 (9.94%) Power BI
3 120 (6.66%) SQL Server
4 116 (6.44%) Data Lake
5 80 (4.44%) Big Data
6 67 (3.72%) Relational Database
7 66 (3.66%) 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 (2.05%) 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 2 (0.11%) Claude Code
8 1 (0.056%) ERwin
8 1 (0.056%) Selenium
8 1 (0.056%) VSS/SourceSafe
8 1 (0.056%) Yeoman
General
1 197 (10.94%) Social Skills
2 195 (10.83%) Finance
3 161 (8.94%) Analytical Skills
4 105 (5.83%) Public Sector
5 39 (2.17%) 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 (0.56%) 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
1 134 (7.44%) PySpark
2 103 (5.72%) Kafka
3 20 (1.11%) REST
4 18 (1.00%) Apache NiFi
5 15 (0.83%) JSON
5 15 (0.83%) Pandas
6 11 (0.61%) ARM Templates
7 10 (0.56%) TensorFlow
8 9 (0.50%) 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%) YAML
11 5 (0.28%) RESTful
11 5 (0.28%) scikit-learn
11 5 (0.28%) XML
12 4 (0.22%) Apache Beam
12 4 (0.22%) EDI
12 4 (0.22%) React
Miscellaneous
1 87 (4.83%) Cloud Native
2 28 (1.55%) Onboarding
2 28 (1.55%) Product Ownership
3 21 (1.17%) Distributed Computing
3 21 (1.17%) Distributed Systems
4 18 (1.00%) Data Structures
5 17 (0.94%) Greenfield Project
6 16 (0.89%) Driving Licence
7 14 (0.78%) Hedge funds
8 13 (0.72%) NHS
8 13 (0.72%) Virtual Team
9 12 (0.67%) AI Agents
9 12 (0.67%) Analytical Mindset
9 12 (0.67%) Legacy Systems
10 10 (0.56%) Marketing Technology
10 10 (0.56%) Reference Data
10 10 (0.56%) Sports Betting
11 9 (0.50%) Educational Technology
12 8 (0.44%) Hybrid Cloud
12 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
1 593 (32.93%) Data Pipeline
2 578 (32.09%) Analytics
3 536 (29.76%) Data Engineering
4 413 (22.93%) ETL
5 385 (21.38%) Data Modelling
6 353 (19.60%) AI
7 292 (16.21%) CI/CD
8 276 (15.32%) Business Intelligence
9 253 (14.05%) Decision-Making
10 212 (11.77%) Agile
11 194 (10.77%) Problem-Solving
12 189 (10.49%) Machine Learning
13 181 (10.05%) Data Governance
14 177 (9.83%) Data Architecture
15 174 (9.66%) DevOps
16 161 (8.94%) Data Science
17 137 (7.61%) Platform Engineering
18 133 (7.38%) Mentoring
19 117 (6.50%) Infrastructure as Code
20 112 (6.22%) Data Integration
Programming Languages
1 638 (35.42%) SQL
2 629 (34.93%) Python
3 56 (3.11%) Scala
4 54 (3.00%) Java
5 22 (1.22%) PowerShell
6 17 (0.94%) T-SQL
7 16 (0.89%) Bash
8 15 (0.83%) Data Analysis Expressions
9 14 (0.78%) Go
10 10 (0.56%) C#
10 10 (0.56%) C++
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%) JavaScript
13 4 (0.22%) R
14 3 (0.17%) PL/SQL
14 3 (0.17%) VBA
15 2 (0.11%) VBScript
Qualifications
1 221 (12.27%) Security Cleared
2 141 (7.83%) SC Cleared
3 91 (5.05%) DV Cleared
4 85 (4.72%) Degree
5 33 (1.83%) Computer Science Degree
6 28 (1.55%) 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%) City & Guilds
13 1 (0.056%) ICAEW
13 1 (0.056%) SnowPro
Quality Assurance & Compliance
1 327 (18.16%) Data Quality
2 42 (2.33%) GDPR
3 21 (1.17%) QA
4 19 (1.05%) Accessibility
5 13 (0.72%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) SOC 2
System Software
1 72 (4.00%) Docker
2 1 (0.056%) Active Directory
Systems Management
1 148 (8.22%) Terraform
2 39 (2.17%) 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%) Prometheus
8 1 (0.056%) CASB
Vendors
1 276 (15.32%) Databricks
2 257 (14.27%) Microsoft
3 45 (2.50%) Google
4 18 (1.00%) Salesforce
5 16 (0.89%) Informatica
5 16 (0.89%) 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