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 September 2026.

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

6 months to
24 Sep 2026
Same period 2025 Same period 2024
Rank 98 223 192
Rank change year-on-year +125 -31 -60
Permanent jobs requiring a Data Engineer 1,903 613 989
As % of all permanent jobs in England 1.85% 1.42% 1.45%
As % of the Job Titles category 1.98% 1.57% 1.53%
Number of salaries quoted 1,414 463 791
10th Percentile £45,000 £47,500 £40,000
25th Percentile £51,250 £56,875 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £98,750 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -

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 96,021 38,933 64,766
% of permanent jobs with a recognized job title 93.16% 90.43% 95.20%
Number of salaries quoted 67,503 23,350 38,276
10th Percentile £30,000 £28,325 £30,000
25th Percentile £41,000 £36,250 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £59,250 £55,000 £55,000
% change year-on-year +7.73% - -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 September 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 September 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 +45 609 £80,000 - 908
North of England +132 572 £65,000 +4.00% 280
North West +102 264 £67,153 +11.92% 162
South East +113 247 £65,000 - 200
Midlands +51 217 £70,000 +3.70% 130
South West +36 199 £70,000 - 93
Yorkshire +56 165 £66,805 -1.03% 76
West Midlands +54 163 £70,000 +7.69% 87
North East +28 143 £60,000 -11.11% 44
East Midlands -4 54 £50,000 -25.93% 43
East of England -2 52 £55,000 +4.76% 56
Data Engineer
UK

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

For the 6 months to 24 September 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.

1 700 (36.78%) SQL
2 630 (33.11%) Python
3 627 (32.95%) Analytics
4 595 (31.27%) Data Pipeline
5 586 (30.79%) Data Engineering
6 515 (27.06%) Azure
7 455 (23.91%) ETL
8 406 (21.33%) Data Modelling
9 372 (19.55%) AI
9 372 (19.55%) AWS
10 362 (19.02%) Data Quality
11 313 (16.45%) Business Intelligence
11 313 (16.45%) CI/CD
12 297 (15.61%) Decision-Making
13 274 (14.40%) Microsoft
14 265 (13.93%) Databricks
15 260 (13.66%) Data Warehouse
16 247 (12.98%) Security Cleared
17 227 (11.93%) Agile
18 207 (10.88%) Problem-Solving
19 193 (10.14%) Power Platform
20 192 (10.09%) DevOps
21 187 (9.83%) Power BI
22 184 (9.67%) Data Science
23 179 (9.41%) Azure Data Factory
24 178 (9.35%) Data Governance
24 178 (9.35%) Machine Learning
25 174 (9.14%) PySpark
25 174 (9.14%) SC Cleared
26 173 (9.09%) Data Architecture

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
1 127 (6.67%) Apache Spark
2 119 (6.25%) Apache Airflow
3 107 (5.62%) Apache
4 27 (1.42%) SAS
5 9 (0.47%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 5 (0.26%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.11%) ArcGIS
9 2 (0.11%) Confluence
9 2 (0.11%) Tornado
10 1 (0.053%) GeoServer
10 1 (0.053%) SharePoint
Applications
1 22 (1.16%) Microsoft Excel
2 3 (0.16%) Spreadsheet
3 2 (0.11%) Microsoft PowerPoint
4 1 (0.053%) Microsoft Office
4 1 (0.053%) MS Visio
Business Applications
1 7 (0.37%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.053%) Academy Revenues and Benefits
3 1 (0.053%) FastStats
3 1 (0.053%) NetSuite
Cloud Services
1 515 (27.06%) Azure
2 372 (19.55%) AWS
3 193 (10.14%) Power Platform
4 179 (9.41%) Azure Data Factory
5 160 (8.41%) GCP
6 105 (5.52%) dbt
7 100 (5.25%) Snowflake
8 86 (4.52%) Azure DevOps
9 81 (4.26%) Azure Synapse Analytics
9 81 (4.26%) Serverless
10 64 (3.36%) SaaS
11 62 (3.26%) AWS Lambda
12 49 (2.57%) Amazon S3
13 40 (2.10%) GitHub
14 38 (2.00%) Azure Databricks
15 29 (1.52%) Amazon EMR
16 28 (1.47%) Amazon EC2
17 24 (1.26%) Azure Logic Apps
18 21 (1.10%) GitHub Actions
18 21 (1.10%) Microsoft Purview
Communications & Networking
1 17 (0.89%) Structured Cabling
2 9 (0.47%) Broadband
3 7 (0.37%) Wi-Fi
4 4 (0.21%) Wireless
5 3 (0.16%) Software-Defined Radio
6 2 (0.11%) Internet
7 1 (0.053%) 4G
7 1 (0.053%) 5G
Database & Business Intelligence
1 260 (13.66%) Data Warehouse
2 187 (9.83%) Power BI
3 126 (6.62%) Data Lake
4 111 (5.83%) SQL Server
5 77 (4.05%) Azure SQL Database
6 76 (3.99%) Big Data
7 70 (3.68%) NoSQL
8 63 (3.31%) BigQuery
9 60 (3.15%) Metadata
10 57 (3.00%) Relational Database
11 53 (2.79%) Amazon Redshift
12 51 (2.68%) PostgreSQL
13 47 (2.47%) Delta Lake
13 47 (2.47%) Spark SQL
14 46 (2.42%) SQL Server Integration Services
15 43 (2.26%) Tableau
16 37 (1.94%) Star Schema
17 27 (1.42%) Amazon Athena
17 27 (1.42%) Hadoop
18 26 (1.37%) SQL Server Reporting Services
Development Applications
1 122 (6.41%) Git
2 26 (1.37%) Jenkins
3 13 (0.68%) GitLab
4 4 (0.21%) JIRA
4 4 (0.21%) Octopus Deploy
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.053%) ERwin
7 1 (0.053%) Selenium
7 1 (0.053%) VSS/SourceSafe
7 1 (0.053%) Yeoman
General
1 219 (11.51%) Social Skills
2 204 (10.72%) Finance
3 175 (9.20%) Analytical Skills
4 119 (6.25%) Public Sector
5 42 (2.21%) Marketing
6 36 (1.89%) Retail
7 32 (1.68%) Inclusion and Diversity
8 24 (1.26%) Law
9 21 (1.10%) Manufacturing
10 12 (0.63%) Advertising
10 12 (0.63%) Health Technology
11 11 (0.58%) Aerospace
12 10 (0.53%) Presentation Skills
13 9 (0.47%) Banking
13 9 (0.47%) Influencing Skills
14 8 (0.42%) Legal
15 7 (0.37%) Automotive
15 7 (0.37%) Military
15 7 (0.37%) Telecoms
16 6 (0.32%) Documentation Skills
Libraries, Frameworks & Software Standards
1 174 (9.14%) PySpark
2 131 (6.88%) Terraform
3 98 (5.15%) Kafka
4 25 (1.31%) REST
5 17 (0.89%) .NET
5 17 (0.89%) Pandas
6 16 (0.84%) JSON
7 14 (0.74%) Apache NiFi
8 12 (0.63%) Keycloak
9 10 (0.53%) TensorFlow
10 9 (0.47%) ARM Templates
10 9 (0.47%) AWS CDK
10 9 (0.47%) PyTorch
11 8 (0.42%) Oracle Fusion
11 8 (0.42%) YAML
12 6 (0.32%) Node.js
12 6 (0.32%) React
12 6 (0.32%) scikit-learn
13 5 (0.26%) Apache Avro
13 5 (0.26%) FastAPI
Miscellaneous
1 88 (4.62%) Cloud Native
2 34 (1.79%) Product Ownership
3 31 (1.63%) Onboarding
4 25 (1.31%) Hybrid Cloud
5 21 (1.10%) Data Structures
5 21 (1.10%) Greenfield Project
6 19 (1.00%) Distributed Computing
7 15 (0.79%) Distributed Systems
7 15 (0.79%) NHS
8 14 (0.74%) Driving Licence
8 14 (0.74%) Legacy Systems
9 13 (0.68%) AI Agents
9 13 (0.68%) Hedge funds
10 12 (0.63%) Marketing Technology
10 12 (0.63%) Virtual Team
11 10 (0.53%) Analytical Mindset
11 10 (0.53%) Reference Data
11 10 (0.53%) Sports Betting
12 9 (0.47%) Educational Technology
13 8 (0.42%) Management Information System
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 627 (32.95%) Analytics
2 595 (31.27%) Data Pipeline
3 586 (30.79%) Data Engineering
4 455 (23.91%) ETL
5 406 (21.33%) Data Modelling
6 372 (19.55%) AI
7 313 (16.45%) Business Intelligence
7 313 (16.45%) CI/CD
8 297 (15.61%) Decision-Making
9 227 (11.93%) Agile
10 207 (10.88%) Problem-Solving
11 192 (10.09%) DevOps
12 184 (9.67%) Data Science
13 178 (9.35%) Data Governance
13 178 (9.35%) Machine Learning
14 173 (9.09%) Data Architecture
15 168 (8.83%) Mentoring
16 147 (7.72%) Data Transformation
17 143 (7.51%) Lakehouse
18 122 (6.41%) Data Integration
Programming Languages
1 700 (36.78%) SQL
2 630 (33.11%) Python
3 70 (3.68%) Java
4 62 (3.26%) Scala
5 30 (1.58%) JavaScript
6 28 (1.47%) C#
7 27 (1.42%) C++
8 24 (1.26%) Data Analysis Expressions
8 24 (1.26%) PowerShell
9 18 (0.95%) T-SQL
10 17 (0.89%) Bash
11 15 (0.79%) Go
12 9 (0.47%) TypeScript
13 7 (0.37%) R
14 6 (0.32%) Groovy
14 6 (0.32%) Kusto Query Language
15 5 (0.26%) Bicep
16 4 (0.21%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.11%) VBScript
Qualifications
1 247 (12.98%) Security Cleared
2 174 (9.14%) SC Cleared
3 87 (4.57%) DV Cleared
4 80 (4.20%) Degree
5 36 (1.89%) Azure Certification
6 25 (1.31%) Computer Science Degree
7 22 (1.16%) BPSS Clearance
8 14 (0.74%) Master's Degree
9 10 (0.53%) DBS Check
9 10 (0.53%) Microsoft Certification
10 6 (0.32%) AWS Certification
11 2 (0.11%) CITP
12 1 (0.053%) CREST Certified
12 1 (0.053%) ICAEW
12 1 (0.053%) PMP
12 1 (0.053%) Postgraduate
12 1 (0.053%) SnowPro
Quality Assurance & Compliance
1 362 (19.02%) Data Quality
2 37 (1.94%) GDPR
3 24 (1.26%) Accessibility
4 23 (1.21%) QA
5 6 (0.32%) SLA
6 4 (0.21%) Actionable Recommendations
7 3 (0.16%) California Consumer Privacy Act
8 2 (0.11%) SOC 2
9 1 (0.053%) Cyber Essentials
9 1 (0.053%) Cyber Essentials PLUS
9 1 (0.053%) IASME
9 1 (0.053%) ISO 9001
9 1 (0.053%) ISO/IEC 27001
System Software
1 68 (3.57%) Docker
Systems Management
1 43 (2.26%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.053%) CASB
Vendors
1 274 (14.40%) Microsoft
2 265 (13.93%) Databricks
3 46 (2.42%) Google
4 20 (1.05%) Salesforce
5 18 (0.95%) Informatica
6 17 (0.89%) Oracle
7 16 (0.84%) SAP
8 12 (0.63%) Talend
9 10 (0.53%) Foundry
9 10 (0.53%) Palantir
10 6 (0.32%) OpenAI
11 5 (0.26%) Workday
12 4 (0.21%) Cloudera
13 3 (0.16%) Alteryx
14 2 (0.11%) Planon
14 2 (0.11%) SnapLogic
14 2 (0.11%) Splunk
14 2 (0.11%) Typelevel
15 1 (0.053%) Bloomberg
15 1 (0.053%) Zoho