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 25 September 2026.

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

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 98 226 191
Rank change year-on-year +128 -35 -56
Permanent jobs requiring a Data Engineer 1,899 612 992
As % of all permanent jobs in England 1.84% 1.42% 1.45%
As % of the Job Titles category 1.97% 1.57% 1.52%
Number of salaries quoted 1,411 463 793
10th Percentile £45,000 £47,500 £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 £68,750 £70,000
% change year-on-year +1.82% -1.79% -

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 96,166 39,010 65,087
% of permanent jobs with a recognized job title 93.14% 90.46% 95.20%
Number of salaries quoted 67,635 23,328 38,436
10th Percentile £30,000 £28,300 £30,500
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 £59,000 £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 25 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 25 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 +45 611 £80,000 - 918
North of England +131 570 £65,000 +4.00% 282
North West +101 263 £66,805 +11.34% 159
South East +117 242 £65,000 - 209
Midlands +63 217 £70,000 +3.70% 131
South West +41 200 £70,000 - 95
Yorkshire +51 164 £66,805 -1.03% 77
West Midlands +52 162 £70,000 +7.69% 85
North East +29 143 £60,000 -11.11% 48
East Midlands -9 55 £55,000 -18.52% 46
East of England +11 52 £55,000 +4.76% 67
Data Engineer
UK

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

For the 6 months to 25 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.

1 696 (36.65%) SQL
2 628 (33.07%) Python
3 625 (32.91%) Analytics
4 591 (31.12%) Data Pipeline
5 583 (30.70%) Data Engineering
6 510 (26.86%) Azure
7 453 (23.85%) ETL
8 403 (21.22%) Data Modelling
9 373 (19.64%) AWS
10 369 (19.43%) AI
11 362 (19.06%) Data Quality
12 312 (16.43%) Business Intelligence
13 310 (16.32%) CI/CD
14 296 (15.59%) Decision-Making
15 272 (14.32%) Microsoft
16 261 (13.74%) Databricks
17 260 (13.69%) Data Warehouse
18 246 (12.95%) Security Cleared
19 224 (11.80%) Agile
20 205 (10.80%) Problem-Solving
21 191 (10.06%) Power Platform
22 189 (9.95%) DevOps
23 185 (9.74%) Power BI
24 183 (9.64%) Data Science
25 176 (9.27%) Azure Data Factory
25 176 (9.27%) Data Governance
26 175 (9.22%) Machine Learning
27 174 (9.16%) SC Cleared
28 173 (9.11%) PySpark
29 170 (8.95%) 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 (6.69%) Apache Spark
2 119 (6.27%) Apache Airflow
3 107 (5.63%) Apache
4 26 (1.37%) 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
1 510 (26.86%) Azure
2 373 (19.64%) AWS
3 191 (10.06%) Power Platform
4 176 (9.27%) Azure Data Factory
5 161 (8.48%) GCP
6 106 (5.58%) dbt
7 102 (5.37%) Snowflake
8 86 (4.53%) Azure DevOps
9 81 (4.27%) Serverless
10 80 (4.21%) Azure Synapse Analytics
11 64 (3.37%) SaaS
12 62 (3.26%) AWS Lambda
13 49 (2.58%) Amazon S3
14 39 (2.05%) GitHub
15 38 (2.00%) Azure Databricks
16 29 (1.53%) Amazon EMR
17 28 (1.47%) Amazon EC2
18 24 (1.26%) Azure Logic Apps
19 21 (1.11%) GitHub Actions
20 20 (1.05%) Microsoft Purview
Communications & Networking
1 17 (0.90%) 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 (13.69%) Data Warehouse
2 185 (9.74%) Power BI
3 125 (6.58%) Data Lake
4 108 (5.69%) SQL Server
5 77 (4.05%) Azure SQL Database
6 76 (4.00%) Big Data
7 70 (3.69%) NoSQL
8 64 (3.37%) BigQuery
9 60 (3.16%) Metadata
10 56 (2.95%) Relational Database
11 53 (2.79%) Amazon Redshift
12 51 (2.69%) PostgreSQL
13 47 (2.47%) Delta Lake
14 46 (2.42%) Spark SQL
15 45 (2.37%) SQL Server Integration Services
16 43 (2.26%) Tableau
17 37 (1.95%) Star Schema
18 27 (1.42%) Amazon Athena
18 27 (1.42%) Hadoop
19 26 (1.37%) Elasticsearch
Development Applications
1 120 (6.32%) 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
1 217 (11.43%) Social Skills
2 205 (10.80%) Finance
3 172 (9.06%) Analytical Skills
4 118 (6.21%) Public Sector
5 43 (2.26%) Marketing
6 36 (1.90%) Retail
7 32 (1.69%) Inclusion and Diversity
8 23 (1.21%) Law
9 21 (1.11%) Manufacturing
10 13 (0.68%) Advertising
11 12 (0.63%) Health Technology
12 11 (0.58%) Aerospace
13 10 (0.53%) Presentation Skills
14 9 (0.47%) Banking
14 9 (0.47%) Influencing Skills
15 8 (0.42%) Legal
16 7 (0.37%) Automotive
16 7 (0.37%) Military
16 7 (0.37%) Telecoms
17 6 (0.32%) Documentation Skills
Libraries, Frameworks & Software Standards
1 173 (9.11%) PySpark
2 130 (6.85%) Terraform
3 98 (5.16%) Kafka
4 25 (1.32%) REST
5 17 (0.90%) .NET
5 17 (0.90%) 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%) FastAPI
13 5 (0.26%) NumPy
Miscellaneous
1 87 (4.58%) Cloud Native
2 33 (1.74%) Product Ownership
3 31 (1.63%) Onboarding
4 25 (1.32%) Hybrid Cloud
5 21 (1.11%) Data Structures
5 21 (1.11%) 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
9 13 (0.68%) Marketing Technology
10 12 (0.63%) Virtual Team
11 10 (0.53%) Analytical Mindset
11 10 (0.53%) Reference Data
12 9 (0.47%) Educational Technology
12 9 (0.47%) Sports Betting
13 8 (0.42%) Management Information System
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 625 (32.91%) Analytics
2 591 (31.12%) Data Pipeline
3 583 (30.70%) Data Engineering
4 453 (23.85%) ETL
5 403 (21.22%) Data Modelling
6 369 (19.43%) AI
7 312 (16.43%) Business Intelligence
8 310 (16.32%) CI/CD
9 296 (15.59%) Decision-Making
10 224 (11.80%) Agile
11 205 (10.80%) Problem-Solving
12 189 (9.95%) DevOps
13 183 (9.64%) Data Science
14 176 (9.27%) Data Governance
15 175 (9.22%) Machine Learning
16 170 (8.95%) Data Architecture
17 166 (8.74%) Mentoring
18 148 (7.79%) Data Transformation
19 141 (7.42%) Lakehouse
20 120 (6.32%) Data Integration
Programming Languages
1 696 (36.65%) SQL
2 628 (33.07%) Python
3 70 (3.69%) Java
4 61 (3.21%) 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 16 (0.84%) 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
1 246 (12.95%) Security Cleared
2 174 (9.16%) SC Cleared
3 86 (4.53%) DV Cleared
4 80 (4.21%) Degree
5 36 (1.90%) Azure Certification
6 25 (1.32%) 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 (19.06%) Data Quality
2 37 (1.95%) GDPR
3 24 (1.26%) Accessibility
3 24 (1.26%) QA
4 6 (0.32%) SLA
5 4 (0.21%) Actionable Recommendations
6 3 (0.16%) California Consumer Privacy Act
7 2 (0.11%) SOC 2
8 1 (0.053%) Cyber Essentials
8 1 (0.053%) Cyber Essentials PLUS
8 1 (0.053%) IASME
8 1 (0.053%) ISO 9001
8 1 (0.053%) ISO/IEC 27001
System Software
1 68 (3.58%) 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
1 272 (14.32%) Microsoft
2 261 (13.74%) Databricks
3 47 (2.47%) Google
4 21 (1.11%) Salesforce
5 17 (0.90%) Informatica
6 16 (0.84%) Oracle
6 16 (0.84%) SAP
7 11 (0.58%) Talend
8 10 (0.53%) Foundry
8 10 (0.53%) Palantir
9 6 (0.32%) OpenAI
10 5 (0.26%) Workday
11 3 (0.16%) Alteryx
11 3 (0.16%) Cloudera
12 2 (0.11%) Planon
12 2 (0.11%) SnapLogic
12 2 (0.11%) Splunk
12 2 (0.11%) Typelevel
13 1 (0.053%) Refinitiv
13 1 (0.053%) YouTube