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 13 August 2026.

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

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 93 229 167
Rank change year-on-year +136 -62 -31
Permanent jobs requiring a Data Engineer 1,792 617 1,195
As % of all permanent jobs in England 1.90% 1.41% 1.65%
As % of the Job Titles category 2.02% 1.56% 1.73%
Number of salaries quoted 1,345 470 908
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £56,563 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £86,813 £87,500
90th Percentile £99,000 £100,000 £107,500
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -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 88,542 39,676 68,922
% of permanent jobs with a recognized job title 94.07% 90.61% 94.90%
Number of salaries quoted 62,156 23,891 46,902
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £36,750 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £75,900 £75,000 £72,500
90th Percentile £97,500 £95,000 £92,500
UK median annual salary £56,000 £55,000 £55,000
% change year-on-year +1.82% - -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 13 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 13 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 +36 608 £80,000 -3.03% 276
North of England +127 478 £67,750 +12.92% 93
South East +161 267 £60,000 -7.69% 119
North West +121 232 £70,000 +16.67% 40
Midlands +55 183 £70,000 +7.69% 54
South West +59 178 £70,000 -3.45% 31
Yorkshire +47 142 £75,000 +25.00% 24
West Midlands +50 128 £70,000 +9.80% 34
North East +22 104 £61,250 -9.26% 30
East of England +18 63 £56,000 +9.27% 8
East Midlands +1 55 £57,500 -14.81% 20
Data Engineer
UK

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

For the 6 months to 13 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.

1 635 (35.44%) SQL
2 631 (35.21%) Python
3 595 (33.20%) Data Pipeline
4 584 (32.59%) Analytics
5 528 (29.46%) Data Engineering
6 506 (28.24%) Azure
7 418 (23.33%) ETL
8 387 (21.60%) Data Modelling
9 361 (20.15%) AWS
10 348 (19.42%) AI
11 321 (17.91%) Data Quality
12 293 (16.35%) CI/CD
13 277 (15.46%) Databricks
14 274 (15.29%) Business Intelligence
15 257 (14.34%) Microsoft
16 248 (13.84%) Decision-Making
17 240 (13.39%) Data Warehouse
18 222 (12.39%) Security Cleared
19 216 (12.05%) Agile
20 194 (10.83%) Problem-Solving
21 191 (10.66%) Machine Learning
22 187 (10.44%) Data Governance
23 184 (10.27%) Power Platform
24 177 (9.88%) Power BI
25 174 (9.71%) DevOps
26 169 (9.43%) Data Architecture
26 169 (9.43%) GCP
27 164 (9.15%) Data Science
28 161 (8.98%) Azure Data Factory
29 150 (8.37%) 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
1 149 (8.31%) Apache Airflow
2 125 (6.98%) Apache Spark
3 110 (6.14%) 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 21 (1.17%) 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
1 506 (28.24%) Azure
2 361 (20.15%) AWS
3 184 (10.27%) Power Platform
4 169 (9.43%) GCP
5 161 (8.98%) Azure Data Factory
6 108 (6.03%) Snowflake
7 105 (5.86%) dbt
8 76 (4.24%) Azure Synapse Analytics
9 67 (3.74%) Azure DevOps
10 65 (3.63%) SaaS
11 60 (3.35%) Serverless
12 50 (2.79%) Amazon S3
13 42 (2.34%) AWS Lambda
14 36 (2.01%) GitHub
15 22 (1.23%) Azure Logic Apps
15 22 (1.23%) Dagster
15 22 (1.23%) Fivetran
15 22 (1.23%) GitHub Actions
15 22 (1.23%) Microsoft Purview
16 21 (1.17%) Amazon EMR
Communications & Networking
1 18 (1.00%) Broadband
2 17 (0.95%) Structured Cabling
3 8 (0.45%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) 4G
5 2 (0.11%) 5G
5 2 (0.11%) Internet
6 1 (0.056%) Kerberos
Database & Business Intelligence
1 240 (13.39%) Data Warehouse
2 177 (9.88%) Power BI
3 122 (6.81%) SQL Server
4 112 (6.25%) Data Lake
5 80 (4.46%) Big Data
6 68 (3.79%) BigQuery
6 68 (3.79%) Relational Database
7 66 (3.68%) NoSQL
8 65 (3.63%) Azure SQL Database
9 62 (3.46%) Amazon Redshift
10 52 (2.90%) Metadata
11 51 (2.85%) PostgreSQL
12 47 (2.62%) SQL Server Integration Services
13 34 (1.90%) Spark SQL
13 34 (1.90%) Tableau
14 33 (1.84%) Delta Lake
14 33 (1.84%) Star Schema
15 29 (1.62%) Amazon Athena
16 25 (1.40%) Hadoop
16 25 (1.40%) SQL Server Reporting Services
Development Applications
1 102 (5.69%) 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%) ERwin
7 1 (0.056%) Oracle APEX
7 1 (0.056%) Selenium
7 1 (0.056%) VSS/SourceSafe
7 1 (0.056%) Yeoman
General
1 197 (10.99%) Social Skills
2 196 (10.94%) Finance
3 163 (9.10%) Analytical Skills
4 107 (5.97%) Public Sector
5 39 (2.18%) Marketing
6 34 (1.90%) Law
7 31 (1.73%) Inclusion and Diversity
8 27 (1.51%) Retail
9 22 (1.23%) Manufacturing
10 12 (0.67%) Advertising
10 12 (0.67%) Health Technology
10 12 (0.67%) Telecoms
11 10 (0.56%) Aerospace
11 10 (0.56%) Presentation Skills
12 9 (0.50%) Banking
12 9 (0.50%) Military
13 6 (0.33%) Games
13 6 (0.33%) Legal
14 5 (0.28%) Influencing Skills
15 4 (0.22%) Automotive
Libraries, Frameworks & Software Standards
1 134 (7.48%) PySpark
2 109 (6.08%) Kafka
3 20 (1.12%) 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 (0.45%) TensorFlow
8 7 (0.39%) PyTorch
9 6 (0.33%) AWS CDK
9 6 (0.33%) gRPC
9 6 (0.33%) Keycloak
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%) NumPy
11 4 (0.22%) React
11 4 (0.22%) scikit-learn
Miscellaneous
1 83 (4.63%) Cloud Native
2 29 (1.62%) Product Ownership
3 28 (1.56%) Onboarding
4 23 (1.28%) Data Structures
5 21 (1.17%) Distributed Computing
6 20 (1.12%) Distributed Systems
7 18 (1.00%) Greenfield Project
8 17 (0.95%) Driving Licence
9 14 (0.78%) Hedge funds
10 13 (0.73%) NHS
10 13 (0.73%) Virtual Team
11 12 (0.67%) Analytical Mindset
11 12 (0.67%) Legacy Systems
12 10 (0.56%) Marketing Technology
12 10 (0.56%) Reference Data
12 10 (0.56%) Sports Betting
13 9 (0.50%) AI Agents
13 9 (0.50%) Educational Technology
14 8 (0.45%) Management Information System
15 7 (0.39%) Replication
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
1 595 (33.20%) Data Pipeline
2 584 (32.59%) Analytics
3 528 (29.46%) Data Engineering
4 418 (23.33%) ETL
5 387 (21.60%) Data Modelling
6 348 (19.42%) AI
7 293 (16.35%) CI/CD
8 274 (15.29%) Business Intelligence
9 248 (13.84%) Decision-Making
10 216 (12.05%) Agile
11 194 (10.83%) Problem-Solving
12 191 (10.66%) Machine Learning
13 187 (10.44%) Data Governance
14 174 (9.71%) DevOps
15 169 (9.43%) Data Architecture
16 164 (9.15%) Data Science
17 138 (7.70%) Platform Engineering
18 132 (7.37%) Mentoring
19 118 (6.58%) Infrastructure as Code
20 115 (6.42%) Data Integration
Programming Languages
1 635 (35.44%) SQL
2 631 (35.21%) Python
3 60 (3.35%) Scala
4 58 (3.24%) Java
5 23 (1.28%) PowerShell
6 17 (0.95%) T-SQL
7 16 (0.89%) Bash
7 16 (0.89%) Data Analysis Expressions
8 15 (0.84%) C++
9 13 (0.73%) Go
10 10 (0.56%) C#
10 10 (0.56%) TypeScript
11 8 (0.45%) Groovy
12 6 (0.33%) Bicep
12 6 (0.33%) Kusto Query Language
13 5 (0.28%) JavaScript
13 5 (0.28%) R
14 3 (0.17%) PL/SQL
14 3 (0.17%) VBA
15 2 (0.11%) VBScript
Qualifications
1 222 (12.39%) Security Cleared
2 141 (7.87%) SC Cleared
3 90 (5.02%) DV Cleared
4 85 (4.74%) Degree
5 34 (1.90%) Computer Science Degree
6 27 (1.51%) Azure Certification
7 21 (1.17%) BPSS Clearance
8 15 (0.84%) 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
1 321 (17.91%) Data Quality
2 42 (2.34%) GDPR
3 21 (1.17%) QA
4 18 (1.00%) Accessibility
5 14 (0.78%) 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 74 (4.13%) Docker
2 1 (0.056%) Active Directory
Systems Management
1 150 (8.37%) Terraform
2 42 (2.34%) Kubernetes
3 9 (0.50%) Grafana
4 8 (0.45%) 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
1 277 (15.46%) Databricks
2 257 (14.34%) Microsoft
3 45 (2.51%) Google
4 18 (1.00%) Salesforce
5 17 (0.95%) Informatica
5 17 (0.95%) Oracle
6 15 (0.84%) Palantir
7 13 (0.73%) Foundry
8 12 (0.67%) SAP
9 11 (0.61%) Talend
10 6 (0.33%) Typelevel
11 5 (0.28%) OpenAI
12 4 (0.22%) Cloudera
13 3 (0.17%) Alteryx
14 2 (0.11%) Confluent
14 2 (0.11%) iManage
14 2 (0.11%) Intapp
14 2 (0.11%) Planon
14 2 (0.11%) Splunk
15 1 (0.056%) Workday