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 23 July 2026.

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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 91 221 171
Rank change year-on-year +130 -50 -27
Permanent jobs requiring a Data Engineer 1,698 643 1,332
As % of all permanent jobs in England 1.91% 1.49% 1.65%
As % of the Job Titles category 2.02% 1.64% 1.74%
Number of salaries quoted 1,298 496 997
10th Percentile £45,000 £48,750 £36,250
25th Percentile £55,000 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £68,000
Median % change year-on-year - +2.94% -6.21%
75th Percentile £85,000 £90,000 £86,250
90th Percentile £95,375 £115,000 £100,000
UK median annual salary £70,000 £70,000 £70,000

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 83,969 39,266 76,465
% of permanent jobs with a recognized job title 94.39% 90.73% 94.64%
Number of salaries quoted 59,049 23,709 54,780
10th Percentile £30,000 £28,750 £29,750
25th Percentile £40,000 £37,500 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £75,754 £75,000 £71,250
90th Percentile £97,500 £97,500 £91,250
UK median annual salary £55,000 £55,000 £54,000
% change year-on-year - +1.85% -10.00%

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 23 July 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 23 July 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 +42 577 £82,500 -2.94% 174
North of England +134 435 £70,000 +16.67% 85
South East +137 263 £60,000 -7.69% 100
North West +115 219 £70,000 +16.67% 45
Midlands +72 179 £70,000 +7.69% 41
South West +46 161 £65,500 -9.66% 32
Yorkshire +34 135 £75,000 +25.00% 17
West Midlands +56 129 £70,000 +14.29% 27
North East +13 81 £62,500 +8.70% 23
East of England +31 64 £60,000 -6.25% 14
East Midlands -4 50 £56,250 -13.46% 14
Data Engineer
UK

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

For the 6 months to 23 July 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.

1 612 (36.04%) SQL
2 605 (35.63%) Python
3 550 (32.39%) Data Pipeline
4 539 (31.74%) Analytics
5 487 (28.68%) Data Engineering
6 469 (27.62%) Azure
7 394 (23.20%) ETL
8 374 (22.03%) Data Modelling
9 346 (20.38%) AWS
10 302 (17.79%) AI
11 291 (17.14%) Data Quality
12 278 (16.37%) CI/CD
13 261 (15.37%) Databricks
14 255 (15.02%) Business Intelligence
15 247 (14.55%) Microsoft
16 228 (13.43%) Data Warehouse
17 219 (12.90%) Decision-Making
18 213 (12.54%) Security Cleared
19 200 (11.78%) Agile
20 186 (10.95%) Data Governance
20 186 (10.95%) Problem-Solving
21 179 (10.54%) Power Platform
22 172 (10.13%) Power BI
23 169 (9.95%) Machine Learning
24 159 (9.36%) DevOps
24 159 (9.36%) GCP
25 156 (9.19%) Azure Data Factory
26 150 (8.83%) Terraform
27 149 (8.78%) Apache Airflow
28 147 (8.66%) Data Science

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
1 149 (8.78%) Apache Airflow
2 105 (6.18%) Apache Spark
3 91 (5.36%) Apache
4 32 (1.88%) SAS
5 9 (0.53%) Palantir Foundry
6 5 (0.29%) Jupyter
7 2 (0.12%) ArcGIS
7 2 (0.12%) Confluence
7 2 (0.12%) Luigi
7 2 (0.12%) SharePoint
8 1 (0.059%) GeoServer
8 1 (0.059%) Oracle Application Server
Applications
1 14 (0.82%) Microsoft Excel
2 4 (0.24%) Microsoft Office
3 1 (0.059%) Microsoft PowerPoint
3 1 (0.059%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.059%) FastStats
3 1 (0.059%) NetSuite
3 1 (0.059%) Primavera
Cloud Services
1 469 (27.62%) Azure
2 346 (20.38%) AWS
3 179 (10.54%) Power Platform
4 159 (9.36%) GCP
5 156 (9.19%) Azure Data Factory
6 112 (6.60%) dbt
7 107 (6.30%) Snowflake
8 73 (4.30%) Azure Synapse Analytics
9 64 (3.77%) Azure DevOps
10 58 (3.42%) SaaS
11 56 (3.30%) Serverless
12 50 (2.94%) Amazon S3
13 41 (2.41%) AWS Lambda
14 29 (1.71%) GitHub
15 23 (1.35%) Fivetran
16 21 (1.24%) Azure Logic Apps
16 21 (1.24%) Microsoft Purview
17 20 (1.18%) Amazon EMR
17 20 (1.18%) Dagster
18 19 (1.12%) Amazon Kinesis
Communications & Networking
1 28 (1.65%) Broadband
2 17 (1.00%) Structured Cabling
3 8 (0.47%) Wi-Fi
4 5 (0.29%) DSLAM
5 4 (0.24%) Software-Defined Radio
5 4 (0.24%) Wireless
6 2 (0.12%) 4G
6 2 (0.12%) 5G
6 2 (0.12%) Internet
7 1 (0.059%) Kerberos
Database & Business Intelligence
1 228 (13.43%) Data Warehouse
2 172 (10.13%) Power BI
3 110 (6.48%) SQL Server
4 98 (5.77%) Data Lake
5 71 (4.18%) Big Data
6 65 (3.83%) BigQuery
7 62 (3.65%) Relational Database
8 60 (3.53%) Amazon Redshift
9 58 (3.42%) NoSQL
10 56 (3.30%) Azure SQL Database
11 46 (2.71%) Metadata
12 43 (2.53%) SQL Server Integration Services
13 42 (2.47%) PostgreSQL
14 36 (2.12%) Spark SQL
15 33 (1.94%) Delta Lake
15 33 (1.94%) Star Schema
16 30 (1.77%) Tableau
17 29 (1.71%) Amazon Athena
18 25 (1.47%) SQL Server Reporting Services
19 23 (1.35%) MongoDB
Development Applications
1 91 (5.36%) Git
2 19 (1.12%) Jenkins
3 9 (0.53%) GitLab
4 6 (0.35%) JIRA
5 5 (0.29%) Visual Studio
6 2 (0.12%) Bitbucket
6 2 (0.12%) Visual Studio Code
7 1 (0.059%) ERwin
7 1 (0.059%) MLflow
7 1 (0.059%) Oracle APEX
7 1 (0.059%) Selenium
7 1 (0.059%) VSS/SourceSafe
7 1 (0.059%) Yeoman
General
1 178 (10.48%) Finance
2 174 (10.25%) Social Skills
3 143 (8.42%) Analytical Skills
4 108 (6.36%) Public Sector
5 37 (2.18%) Law
6 31 (1.83%) Marketing
7 27 (1.59%) Inclusion and Diversity
7 27 (1.59%) Retail
8 26 (1.53%) Manufacturing
9 20 (1.18%) Telecoms
10 14 (0.82%) Banking
11 12 (0.71%) Advertising
11 12 (0.71%) Health Technology
12 9 (0.53%) Military
13 7 (0.41%) Presentation Skills
14 6 (0.35%) Games
14 6 (0.35%) Influencing Skills
15 4 (0.24%) Billing
15 4 (0.24%) Front Office
15 4 (0.24%) Organisational Skills
Libraries, Frameworks & Software Standards
1 133 (7.83%) PySpark
2 101 (5.95%) Kafka
3 20 (1.18%) REST
4 18 (1.06%) Pandas
5 14 (0.82%) Apache NiFi
5 14 (0.82%) JSON
6 12 (0.71%) ARM Templates
7 10 (0.59%) gRPC
8 6 (0.35%) Node.js
8 6 (0.35%) XML
8 6 (0.35%) YAML
9 5 (0.29%) Keycloak
9 5 (0.29%) NumPy
9 5 (0.29%) RESTful
10 4 (0.24%) AWS CDK
10 4 (0.24%) EDI
10 4 (0.24%) FastAPI
10 4 (0.24%) Great Expectations
10 4 (0.24%) React
11 3 (0.18%) SOAP
Miscellaneous
1 76 (4.48%) Cloud Native
2 26 (1.53%) Product Ownership
3 24 (1.41%) Data Structures
4 23 (1.35%) Onboarding
5 21 (1.24%) Driving Licence
6 18 (1.06%) Greenfield Project
7 17 (1.00%) Distributed Computing
7 17 (1.00%) Distributed Systems
8 13 (0.77%) Hedge funds
9 11 (0.65%) Fibre Optics
9 11 (0.65%) Video\Live Streaming
10 10 (0.59%) Legacy Systems
10 10 (0.59%) Marketing Technology
10 10 (0.59%) NHS
10 10 (0.59%) Over-the-Top Content
10 10 (0.59%) Sports Betting
11 9 (0.53%) Replication
11 9 (0.53%) Virtual Team
12 8 (0.47%) Algorithms
12 8 (0.47%) Analytical Mindset
Operating Systems
1 13 (0.77%) Linux
2 6 (0.35%) Windows
3 1 (0.059%) Unix
3 1 (0.059%) Windows Server
Processes & Methodologies
1 550 (32.39%) Data Pipeline
2 539 (31.74%) Analytics
3 487 (28.68%) Data Engineering
4 394 (23.20%) ETL
5 374 (22.03%) Data Modelling
6 302 (17.79%) AI
7 278 (16.37%) CI/CD
8 255 (15.02%) Business Intelligence
9 219 (12.90%) Decision-Making
10 200 (11.78%) Agile
11 186 (10.95%) Data Governance
11 186 (10.95%) Problem-Solving
12 169 (9.95%) Machine Learning
13 159 (9.36%) DevOps
14 147 (8.66%) Data Science
15 144 (8.48%) Data Architecture
16 137 (8.07%) Platform Engineering
17 128 (7.54%) Mentoring
18 103 (6.07%) Data Transformation
19 102 (6.01%) Infrastructure as Code
Programming Languages
1 612 (36.04%) SQL
2 605 (35.63%) Python
3 60 (3.53%) Scala
4 52 (3.06%) Java
5 21 (1.24%) PowerShell
6 16 (0.94%) Bash
6 16 (0.94%) Go
7 15 (0.88%) C++
8 14 (0.82%) Data Analysis Expressions
8 14 (0.82%) T-SQL
9 10 (0.59%) TypeScript
10 9 (0.53%) C#
11 8 (0.47%) R
12 7 (0.41%) Groovy
13 6 (0.35%) Bicep
13 6 (0.35%) JavaScript
13 6 (0.35%) Kusto Query Language
14 3 (0.18%) PL/SQL
14 3 (0.18%) VBA
15 2 (0.12%) VBScript
Qualifications
1 213 (12.54%) Security Cleared
2 144 (8.48%) SC Cleared
3 82 (4.83%) DV Cleared
4 77 (4.53%) Degree
5 37 (2.18%) Computer Science Degree
6 25 (1.47%) Azure Certification
7 13 (0.77%) Master's Degree
8 11 (0.65%) BPSS Clearance
8 11 (0.65%) DBS Check
9 6 (0.35%) AWS Certification
9 6 (0.35%) Microsoft Certification
10 2 (0.12%) AWS Certified Solutions Architect
10 2 (0.12%) CITP
11 1 (0.059%) AWS Certified DevOps Engineer
11 1 (0.059%) CISM
11 1 (0.059%) CISSP
11 1 (0.059%) City & Guilds
11 1 (0.059%) SnowPro
Quality Assurance & Compliance
1 291 (17.14%) Data Quality
2 42 (2.47%) GDPR
3 21 (1.24%) QA
4 18 (1.06%) SLA
5 10 (0.59%) Accessibility
6 3 (0.18%) SOC 2
7 1 (0.059%) Actionable Recommendations
7 1 (0.059%) HIPAA
7 1 (0.059%) ISO/IEC 27001
7 1 (0.059%) PCI DSS
System Software
1 70 (4.12%) Docker
2 1 (0.059%) Active Directory
Systems Management
1 150 (8.83%) Terraform
2 36 (2.12%) Kubernetes
3 10 (0.59%) Grafana
4 7 (0.41%) Ansible
5 5 (0.29%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.059%) Kubeflow
Vendors
1 261 (15.37%) Databricks
2 247 (14.55%) Microsoft
3 41 (2.41%) Google
4 21 (1.24%) Oracle
5 20 (1.18%) Informatica
6 18 (1.06%) Salesforce
7 14 (0.82%) Palantir
8 12 (0.71%) Foundry
8 12 (0.71%) Talend
9 10 (0.59%) SAP
9 10 (0.59%) Typelevel
10 5 (0.29%) BT
10 5 (0.29%) Cloudera
10 5 (0.29%) OpenAI
11 3 (0.18%) Confluent
12 2 (0.12%) iManage
12 2 (0.12%) Intapp
12 2 (0.12%) Planon
12 2 (0.12%) Splunk
13 1 (0.059%) Zoho