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 22 September 2026.

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

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 96 228 187
Rank change year-on-year +132 -41 -58
Permanent jobs requiring a Data Engineer 1,905 606 992
As % of all permanent jobs in England 1.86% 1.42% 1.47%
As % of the Job Titles category 2.00% 1.57% 1.54%
Number of salaries quoted 1,418 458 795
10th Percentile £45,000 £47,350 £40,000
25th Percentile £51,250 £57,500 £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% -0.82%

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 95,479 38,667 64,407
% of permanent jobs with a recognized job title 93.24% 90.37% 95.22%
Number of salaries quoted 67,230 23,165 38,631
10th Percentile £30,000 £28,250 £30,000
25th Percentile £40,875 £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 £93,750
UK median annual salary £59,000 £55,000 £55,000
% change year-on-year +7.27% - -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 22 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 22 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 +42 607 £80,000 - 805
North of England +126 574 £65,000 +1.96% 247
North West +95 263 £66,805 +11.34% 148
South East +132 250 £65,000 - 184
Midlands +59 216 £70,000 +3.70% 113
South West +40 196 £70,000 - 83
Yorkshire +51 167 £66,805 -1.03% 62
West Midlands +48 162 £70,000 +7.69% 69
North East +34 144 £60,000 -11.11% 37
East of England +6 54 £55,000 +4.76% 51
East Midlands -4 54 £50,000 -25.93% 44
Data Engineer
UK

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

For the 6 months to 22 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.

1 698 (36.64%) SQL
2 629 (33.02%) Python
3 628 (32.97%) Analytics
4 595 (31.23%) Data Pipeline
5 593 (31.13%) Data Engineering
6 517 (27.14%) Azure
7 455 (23.88%) ETL
8 404 (21.21%) Data Modelling
9 371 (19.48%) AI
9 371 (19.48%) AWS
10 365 (19.16%) Data Quality
11 312 (16.38%) CI/CD
12 311 (16.33%) Business Intelligence
13 296 (15.54%) Decision-Making
14 276 (14.49%) Microsoft
15 267 (14.02%) Databricks
16 258 (13.54%) Data Warehouse
17 246 (12.91%) Security Cleared
18 231 (12.13%) Agile
19 208 (10.92%) Problem-Solving
20 192 (10.08%) DevOps
20 192 (10.08%) Power Platform
21 187 (9.82%) Data Science
22 186 (9.76%) Power BI
23 179 (9.40%) Data Governance
24 178 (9.34%) Azure Data Factory
24 178 (9.34%) Machine Learning
25 173 (9.08%) Data Architecture
25 173 (9.08%) SC Cleared
26 172 (9.03%) PySpark

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
2 118 (6.19%) 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 (0.10%) ArcGIS
9 2 (0.10%) Confluence
9 2 (0.10%) Tornado
10 1 (0.052%) GeoServer
10 1 (0.052%) SharePoint
Applications
1 22 (1.15%) Microsoft Excel
2 3 (0.16%) Spreadsheet
3 1 (0.052%) Microsoft Office
3 1 (0.052%) Microsoft PowerPoint
3 1 (0.052%) MS Visio
Business Applications
1 6 (0.31%) Dynamics CRM
2 2 (0.10%) SAP Business One
3 1 (0.052%) Academy Revenues and Benefits
3 1 (0.052%) FastStats
3 1 (0.052%) NetSuite
Cloud Services
1 517 (27.14%) Azure
2 371 (19.48%) AWS
3 192 (10.08%) Power Platform
4 178 (9.34%) Azure Data Factory
5 159 (8.35%) GCP
6 105 (5.51%) dbt
7 100 (5.25%) Snowflake
8 86 (4.51%) Azure DevOps
9 81 (4.25%) Serverless
10 80 (4.20%) Azure Synapse Analytics
11 64 (3.36%) SaaS
12 62 (3.25%) AWS Lambda
13 49 (2.57%) Amazon S3
14 40 (2.10%) GitHub
15 37 (1.94%) Azure Databricks
16 29 (1.52%) Amazon EMR
17 28 (1.47%) Amazon EC2
18 25 (1.31%) Azure Logic Apps
19 21 (1.10%) GitHub Actions
19 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%) Software-Defined Radio
4 4 (0.21%) Wireless
5 2 (0.10%) Internet
6 1 (0.052%) 4G
6 1 (0.052%) 5G
Database & Business Intelligence
1 258 (13.54%) Data Warehouse
2 186 (9.76%) Power BI
3 125 (6.56%) Data Lake
4 111 (5.83%) SQL Server
5 77 (4.04%) Azure SQL Database
5 77 (4.04%) Big Data
6 72 (3.78%) NoSQL
7 64 (3.36%) BigQuery
8 60 (3.15%) Metadata
9 59 (3.10%) Relational Database
10 53 (2.78%) Amazon Redshift
11 50 (2.62%) PostgreSQL
12 48 (2.52%) Spark SQL
13 47 (2.47%) Delta Lake
14 45 (2.36%) SQL Server Integration Services
15 43 (2.26%) Tableau
16 36 (1.89%) Star Schema
17 27 (1.42%) Amazon Athena
17 27 (1.42%) Hadoop
17 27 (1.42%) SQL Server Reporting Services
Development Applications
1 121 (6.35%) Git
2 26 (1.36%) 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 (0.10%) Claude Code
6 2 (0.10%) Visual Studio
7 1 (0.052%) ERwin
7 1 (0.052%) Selenium
7 1 (0.052%) VSS/SourceSafe
7 1 (0.052%) Yeoman
General
1 219 (11.50%) Social Skills
2 201 (10.55%) Finance
3 180 (9.45%) Analytical Skills
4 119 (6.25%) Public Sector
5 42 (2.20%) Marketing
6 37 (1.94%) Retail
7 32 (1.68%) Inclusion and Diversity
8 24 (1.26%) Law
9 22 (1.15%) Manufacturing
10 12 (0.63%) Advertising
10 12 (0.63%) Health Technology
11 11 (0.58%) Aerospace
12 10 (0.52%) Presentation Skills
13 9 (0.47%) Influencing Skills
13 9 (0.47%) Legal
14 8 (0.42%) Banking
15 7 (0.37%) Automotive
15 7 (0.37%) Military
15 7 (0.37%) Telecoms
16 6 (0.31%) Documentation Skills
Libraries, Frameworks & Software Standards
1 172 (9.03%) PySpark
2 132 (6.93%) Terraform
3 98 (5.14%) Kafka
4 25 (1.31%) REST
5 18 (0.94%) .NET
6 16 (0.84%) JSON
6 16 (0.84%) Pandas
7 15 (0.79%) Apache NiFi
8 11 (0.58%) Keycloak
9 10 (0.52%) ARM Templates
9 10 (0.52%) TensorFlow
10 9 (0.47%) AWS CDK
10 9 (0.47%) PyTorch
11 8 (0.42%) Oracle Fusion
11 8 (0.42%) YAML
12 6 (0.31%) Node.js
12 6 (0.31%) scikit-learn
13 5 (0.26%) Apache Avro
13 5 (0.26%) React
13 5 (0.26%) XML
Miscellaneous
1 87 (4.57%) Cloud Native
2 34 (1.78%) Product Ownership
3 31 (1.63%) Onboarding
4 24 (1.26%) 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 (0.73%) Driving Licence
8 14 (0.73%) 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 11 (0.58%) Analytical Mindset
12 10 (0.52%) Reference Data
12 10 (0.52%) Sports Betting
13 9 (0.47%) Educational Technology
13 9 (0.47%) Management Information System
Operating Systems
1 9 (0.47%) Windows
2 8 (0.42%) Linux
3 1 (0.052%) Windows Server
Processes & Methodologies
1 628 (32.97%) Analytics
2 595 (31.23%) Data Pipeline
3 593 (31.13%) Data Engineering
4 455 (23.88%) ETL
5 404 (21.21%) Data Modelling
6 371 (19.48%) AI
7 312 (16.38%) CI/CD
8 311 (16.33%) Business Intelligence
9 296 (15.54%) Decision-Making
10 231 (12.13%) Agile
11 208 (10.92%) Problem-Solving
12 192 (10.08%) DevOps
13 187 (9.82%) Data Science
14 179 (9.40%) Data Governance
15 178 (9.34%) Machine Learning
16 173 (9.08%) Data Architecture
17 169 (8.87%) Mentoring
18 146 (7.66%) Data Transformation
19 144 (7.56%) Lakehouse
20 123 (6.46%) Data Integration
Programming Languages
1 698 (36.64%) SQL
2 629 (33.02%) Python
3 71 (3.73%) Java
4 62 (3.25%) Scala
5 30 (1.57%) JavaScript
6 29 (1.52%) C#
7 27 (1.42%) C++
8 25 (1.31%) PowerShell
9 23 (1.21%) Data Analysis Expressions
10 18 (0.94%) T-SQL
11 17 (0.89%) Bash
12 14 (0.73%) Go
13 8 (0.42%) TypeScript
14 7 (0.37%) Groovy
14 7 (0.37%) R
15 6 (0.31%) Kusto Query Language
16 5 (0.26%) Bicep
17 4 (0.21%) PL/SQL
18 3 (0.16%) VBA
19 2 (0.10%) VBScript
Qualifications
1 246 (12.91%) Security Cleared
2 173 (9.08%) SC Cleared
3 86 (4.51%) DV Cleared
4 82 (4.30%) Degree
5 36 (1.89%) Azure Certification
6 28 (1.47%) Computer Science Degree
7 22 (1.15%) BPSS Clearance
8 13 (0.68%) Master's Degree
9 10 (0.52%) DBS Check
10 9 (0.47%) Microsoft Certification
11 6 (0.31%) AWS Certification
12 2 (0.10%) CITP
13 1 (0.052%) ICAEW
13 1 (0.052%) PMP
13 1 (0.052%) Postgraduate
13 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 365 (19.16%) Data Quality
2 40 (2.10%) GDPR
3 24 (1.26%) Accessibility
4 23 (1.21%) QA
5 6 (0.31%) SLA
6 4 (0.21%) Actionable Recommendations
7 3 (0.16%) California Consumer Privacy Act
8 2 (0.10%) SOC 2
System Software
1 67 (3.52%) Docker
Systems Management
1 42 (2.20%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 3 (0.16%) Kibana
6 2 (0.10%) Argo
6 2 (0.10%) Prometheus
7 1 (0.052%) CASB
Vendors
1 276 (14.49%) Microsoft
2 267 (14.02%) Databricks
3 46 (2.41%) Google
4 20 (1.05%) Salesforce
5 19 (1.00%) Oracle
6 18 (0.94%) Informatica
7 15 (0.79%) SAP
8 12 (0.63%) Talend
9 10 (0.52%) Foundry
9 10 (0.52%) Palantir
10 6 (0.31%) OpenAI
11 5 (0.26%) Workday
12 4 (0.21%) Cloudera
13 3 (0.16%) Alteryx
14 2 (0.10%) iManage
14 2 (0.10%) Intapp
14 2 (0.10%) Planon
14 2 (0.10%) SnapLogic
14 2 (0.10%) Splunk
14 2 (0.10%) Typelevel