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 17 August 2026.

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

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 92 230 168
Rank change year-on-year +138 -62 -32
Permanent jobs requiring a Data Engineer 1,798 618 1,131
As % of all permanent jobs in England 1.90% 1.41% 1.57%
As % of the Job Titles category 2.02% 1.55% 1.65%
Number of salaries quoted 1,347 473 891
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £57,500 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £86,250 £87,500
90th Percentile £100,000 £100,000 £107,500
UK median annual salary £70,000 £68,750 £70,000
% change year-on-year +1.82% -1.79% -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 89,225 39,845 68,510
% of permanent jobs with a recognized job title 94.07% 90.60% 94.96%
Number of salaries quoted 62,704 24,052 46,480
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 £76,019 £75,000 £72,500
90th Percentile £97,500 £95,000 £92,500
UK median annual salary £56,350 £55,000 £55,000
% change year-on-year +2.45% - -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 17 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 17 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 +41 613 £80,000 -3.03% 256
North of England +124 484 £67,500 +12.50% 106
South East +137 264 £60,000 -7.69% 109
North West +109 234 £70,000 +16.67% 53
Midlands +64 185 £70,000 +7.69% 55
South West +43 179 £70,000 -3.45% 38
Yorkshire +46 142 £75,000 +25.00% 24
West Midlands +62 130 £70,000 +7.69% 42
North East +18 108 £61,250 -9.26% 29
East of England +21 61 £55,500 +8.29% 19
East Midlands +9 55 £52,500 -22.22% 13
Data Engineer
UK

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

For the 6 months to 17 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 (35.43%) SQL
2 632 (35.15%) Python
3 592 (32.93%) Data Pipeline
4 582 (32.37%) Analytics
5 531 (29.53%) Data Engineering
6 508 (28.25%) Azure
7 416 (23.14%) ETL
8 387 (21.52%) Data Modelling
9 359 (19.97%) AWS
10 349 (19.41%) AI
11 326 (18.13%) Data Quality
12 294 (16.35%) CI/CD
13 279 (15.52%) Databricks
14 277 (15.41%) Business Intelligence
15 259 (14.40%) Microsoft
16 252 (14.02%) Decision-Making
17 242 (13.46%) Data Warehouse
18 221 (12.29%) Security Cleared
19 213 (11.85%) Agile
20 194 (10.79%) Problem-Solving
21 187 (10.40%) Machine Learning
22 186 (10.34%) Power Platform
23 183 (10.18%) Data Governance
24 179 (9.96%) Power BI
25 174 (9.68%) Data Architecture
25 174 (9.68%) DevOps
26 164 (9.12%) GCP
27 163 (9.07%) Azure Data Factory
28 161 (8.95%) Data Science
29 150 (8.34%) 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
1 144 (8.01%) Apache Airflow
2 122 (6.79%) Apache Spark
3 111 (6.17%) Apache
4 28 (1.56%) 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%) SharePoint
8 2 (0.11%) Tornado
9 1 (0.056%) GeoServer
9 1 (0.056%) Oracle Application Server
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
3 1 (0.056%) Primavera
Cloud Services
1 508 (28.25%) Azure
2 359 (19.97%) AWS
3 186 (10.34%) Power Platform
4 164 (9.12%) GCP
5 163 (9.07%) Azure Data Factory
6 109 (6.06%) Snowflake
7 105 (5.84%) dbt
8 78 (4.34%) Azure Synapse Analytics
9 67 (3.73%) Azure DevOps
10 66 (3.67%) SaaS
11 60 (3.34%) Serverless
12 50 (2.78%) Amazon S3
13 42 (2.34%) AWS Lambda
14 38 (2.11%) GitHub
15 23 (1.28%) Fivetran
15 23 (1.28%) GitHub Actions
16 22 (1.22%) Azure Logic Apps
16 22 (1.22%) Microsoft Purview
17 20 (1.11%) Amazon EMR
18 18 (1.00%) Dagster
Communications & Networking
1 16 (0.89%) Structured Cabling
2 14 (0.78%) 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
1 242 (13.46%) Data Warehouse
2 179 (9.96%) Power BI
3 121 (6.73%) SQL Server
4 116 (6.45%) Data Lake
5 80 (4.45%) Big Data
6 68 (3.78%) Relational Database
7 65 (3.62%) NoSQL
8 64 (3.56%) Azure SQL Database
8 64 (3.56%) BigQuery
9 61 (3.39%) Amazon Redshift
10 51 (2.84%) PostgreSQL
11 48 (2.67%) Metadata
12 46 (2.56%) SQL Server Integration Services
13 36 (2.00%) Tableau
14 34 (1.89%) Spark SQL
14 34 (1.89%) Star Schema
15 33 (1.84%) Delta Lake
16 28 (1.56%) Amazon Athena
17 25 (1.39%) Hadoop
17 25 (1.39%) SQL Server Reporting Services
Development Applications
1 103 (5.73%) 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 1 (0.056%) Claude Code
7 1 (0.056%) ERwin
7 1 (0.056%) Oracle APEX
7 1 (0.056%) Selenium
7 1 (0.056%) VSS/SourceSafe
7 1 (0.056%) Yeoman
General
1 200 (11.12%) Social Skills
2 195 (10.85%) Finance
3 162 (9.01%) Analytical Skills
4 107 (5.95%) Public Sector
5 39 (2.17%) Marketing
6 32 (1.78%) Inclusion and Diversity
7 30 (1.67%) Law
8 28 (1.56%) Retail
9 23 (1.28%) Manufacturing
10 12 (0.67%) Health Technology
11 11 (0.61%) Advertising
11 11 (0.61%) Aerospace
11 11 (0.61%) Telecoms
12 10 (0.56%) Presentation Skills
13 9 (0.50%) Banking
14 8 (0.44%) Military
15 7 (0.39%) Influencing Skills
16 6 (0.33%) Games
16 6 (0.33%) Legal
17 5 (0.28%) Automotive
Libraries, Frameworks & Software Standards
1 136 (7.56%) PySpark
2 104 (5.78%) Kafka
3 20 (1.11%) REST
4 18 (1.00%) Apache NiFi
5 16 (0.89%) JSON
5 16 (0.89%) Pandas
6 12 (0.67%) ARM Templates
7 8 (0.44%) TensorFlow
8 7 (0.39%) AWS CDK
8 7 (0.39%) Keycloak
8 7 (0.39%) PyTorch
9 6 (0.33%) gRPC
9 6 (0.33%) Node.js
9 6 (0.33%) XML
9 6 (0.33%) YAML
10 5 (0.28%) RESTful
11 4 (0.22%) EDI
11 4 (0.22%) FastAPI
11 4 (0.22%) Great Expectations
11 4 (0.22%) NumPy
Miscellaneous
1 84 (4.67%) Cloud Native
2 30 (1.67%) Product Ownership
3 29 (1.61%) Onboarding
4 21 (1.17%) Distributed Computing
5 20 (1.11%) Distributed Systems
6 19 (1.06%) Data Structures
7 17 (0.95%) Greenfield Project
8 16 (0.89%) Driving Licence
9 14 (0.78%) Hedge funds
10 13 (0.72%) NHS
10 13 (0.72%) Virtual Team
11 12 (0.67%) Analytical Mindset
11 12 (0.67%) Legacy Systems
12 10 (0.56%) AI Agents
12 10 (0.56%) Marketing Technology
12 10 (0.56%) Reference Data
12 10 (0.56%) Sports Betting
13 9 (0.50%) Educational Technology
14 8 (0.44%) Hybrid Cloud
14 8 (0.44%) Management Information System
Operating Systems
1 11 (0.61%) Linux
2 6 (0.33%) Windows
3 1 (0.056%) Unix
3 1 (0.056%) Windows Server
Processes & Methodologies
1 592 (32.93%) Data Pipeline
2 582 (32.37%) Analytics
3 531 (29.53%) Data Engineering
4 416 (23.14%) ETL
5 387 (21.52%) Data Modelling
6 349 (19.41%) AI
7 294 (16.35%) CI/CD
8 277 (15.41%) Business Intelligence
9 252 (14.02%) Decision-Making
10 213 (11.85%) Agile
11 194 (10.79%) Problem-Solving
12 187 (10.40%) Machine Learning
13 183 (10.18%) Data Governance
14 174 (9.68%) Data Architecture
14 174 (9.68%) DevOps
15 161 (8.95%) Data Science
16 140 (7.79%) Platform Engineering
17 133 (7.40%) Mentoring
18 118 (6.56%) Infrastructure as Code
19 114 (6.34%) Data Integration
Programming Languages
1 637 (35.43%) SQL
2 632 (35.15%) Python
3 57 (3.17%) Scala
4 54 (3.00%) Java
5 23 (1.28%) PowerShell
6 17 (0.95%) Bash
6 17 (0.95%) T-SQL
7 16 (0.89%) Data Analysis Expressions
8 14 (0.78%) Go
9 11 (0.61%) 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 5 (0.28%) R
14 4 (0.22%) JavaScript
15 3 (0.17%) PL/SQL
15 3 (0.17%) VBA
16 2 (0.11%) VBScript
Qualifications
1 221 (12.29%) Security Cleared
2 141 (7.84%) SC Cleared
3 92 (5.12%) DV Cleared
4 85 (4.73%) Degree
5 34 (1.89%) Computer Science Degree
6 28 (1.56%) Azure Certification
7 21 (1.17%) BPSS Clearance
8 14 (0.78%) Master's Degree
9 7 (0.39%) AWS Certification
10 5 (0.28%) DBS Check
10 5 (0.28%) Microsoft Certification
11 2 (0.11%) CITP
12 1 (0.056%) AWS Certified DevOps Engineer
12 1 (0.056%) AWS Certified Solutions Architect
12 1 (0.056%) CISM
12 1 (0.056%) CISSP
12 1 (0.056%) City & Guilds
12 1 (0.056%) ICAEW
12 1 (0.056%) SnowPro
Quality Assurance & Compliance
1 326 (18.13%) Data Quality
2 43 (2.39%) GDPR
3 21 (1.17%) QA
4 19 (1.06%) Accessibility
5 13 (0.72%) SLA
6 4 (0.22%) Actionable Recommendations
7 3 (0.17%) SOC 2
8 1 (0.056%) HIPAA
8 1 (0.056%) PCI DSS
System Software
1 73 (4.06%) Docker
2 1 (0.056%) Active Directory
Systems Management
1 150 (8.34%) Terraform
2 41 (2.28%) 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%) CASB
7 2 (0.11%) Prometheus
Vendors
1 279 (15.52%) Databricks
2 259 (14.40%) Microsoft
3 44 (2.45%) Google
4 18 (1.00%) Salesforce
5 17 (0.95%) Informatica
5 17 (0.95%) 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%) Autodesk
13 1 (0.056%) Zoho