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 12 August 2026.

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

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 91 228 166
Rank change year-on-year +137 -62 -31
Permanent jobs requiring a Data Engineer 1,800 619 1,197
As % of all permanent jobs in England 1.92% 1.42% 1.65%
As % of the Job Titles category 2.04% 1.56% 1.73%
Number of salaries quoted 1,350 471 908
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £57,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £87,500 £87,500
90th Percentile £97,500 £101,250 £105,750
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 88,389 39,568 69,016
% of permanent jobs with a recognized job title 94.09% 90.60% 94.89%
Number of salaries quoted 62,111 23,903 47,017
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 £76,000 £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 12 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 12 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 +45 613 £80,000 -3.03% 429
North of England +123 479 £67,500 +12.50% 139
South East +146 268 £60,000 -7.69% 143
North West +110 233 £70,000 +9.80% 69
Midlands +76 184 £70,000 +7.69% 74
South West +49 178 £70,000 -3.45% 47
Yorkshire +47 143 £75,000 +25.00% 34
West Midlands +58 129 £70,000 +9.80% 48
North East +24 103 £60,000 -11.11% 38
East of England +10 63 £56,000 +9.27% 25
East Midlands +9 55 £57,500 -14.81% 26
Data Engineer
UK

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

For the 6 months to 12 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 (35.28%) SQL
2 631 (35.06%) Python
3 595 (33.06%) Data Pipeline
4 586 (32.56%) Analytics
5 529 (29.39%) Data Engineering
6 506 (28.11%) Azure
7 418 (23.22%) ETL
8 387 (21.50%) Data Modelling
9 363 (20.17%) AWS
10 349 (19.39%) AI
11 319 (17.72%) Data Quality
12 292 (16.22%) CI/CD
13 276 (15.33%) Databricks
14 275 (15.28%) Business Intelligence
15 256 (14.22%) Microsoft
16 249 (13.83%) Decision-Making
17 240 (13.33%) Data Warehouse
18 227 (12.61%) Security Cleared
19 217 (12.06%) Agile
20 199 (11.06%) Problem-Solving
21 190 (10.56%) Machine Learning
22 188 (10.44%) Data Governance
23 185 (10.28%) Power Platform
24 178 (9.89%) Power BI
25 173 (9.61%) DevOps
26 170 (9.44%) GCP
27 169 (9.39%) Data Architecture
28 166 (9.22%) Data Science
29 160 (8.89%) Azure Data Factory
30 149 (8.28%) Apache Airflow

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 (8.28%) Apache Airflow
2 126 (7.00%) Apache Spark
3 110 (6.11%) 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 (28.11%) Azure
2 363 (20.17%) AWS
3 185 (10.28%) Power Platform
4 170 (9.44%) GCP
5 160 (8.89%) Azure Data Factory
6 107 (5.94%) Snowflake
7 105 (5.83%) dbt
8 78 (4.33%) Azure Synapse Analytics
9 66 (3.67%) Azure DevOps
10 65 (3.61%) SaaS
11 60 (3.33%) Serverless
12 50 (2.78%) Amazon S3
13 42 (2.33%) AWS Lambda
14 35 (1.94%) GitHub
15 22 (1.22%) Azure Logic Apps
15 22 (1.22%) Dagster
15 22 (1.22%) Fivetran
15 22 (1.22%) GitHub Actions
15 22 (1.22%) Microsoft Purview
16 21 (1.17%) Amazon EMR
Communications & Networking
1 23 (1.28%) Broadband
2 17 (0.94%) Structured Cabling
3 8 (0.44%) Wi-Fi
4 5 (0.28%) DSLAM
5 4 (0.22%) Software-Defined Radio
5 4 (0.22%) Wireless
6 2 (0.11%) 4G
6 2 (0.11%) 5G
6 2 (0.11%) Internet
7 1 (0.056%) Kerberos
Database & Business Intelligence
1 240 (13.33%) Data Warehouse
2 178 (9.89%) Power BI
3 120 (6.67%) SQL Server
4 113 (6.28%) Data Lake
5 81 (4.50%) Big Data
6 70 (3.89%) Relational Database
7 68 (3.78%) BigQuery
8 67 (3.72%) NoSQL
9 65 (3.61%) Azure SQL Database
10 63 (3.50%) Amazon Redshift
11 52 (2.89%) Metadata
12 51 (2.83%) PostgreSQL
13 47 (2.61%) SQL Server Integration Services
14 35 (1.94%) Tableau
15 34 (1.89%) Spark SQL
16 33 (1.83%) Delta Lake
16 33 (1.83%) Star Schema
17 29 (1.61%) Amazon Athena
18 25 (1.39%) Hadoop
18 25 (1.39%) SQL Server Reporting Services
Development Applications
1 102 (5.67%) Git
2 21 (1.17%) Jenkins
3 9 (0.50%) 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
1 196 (10.89%) Finance
2 195 (10.83%) Social Skills
3 162 (9.00%) Analytical Skills
4 107 (5.94%) Public Sector
5 39 (2.17%) Marketing
6 34 (1.89%) Law
7 31 (1.72%) Inclusion and Diversity
8 27 (1.50%) Retail
9 22 (1.22%) Manufacturing
10 17 (0.94%) Telecoms
11 12 (0.67%) Advertising
11 12 (0.67%) Health Technology
12 10 (0.56%) Aerospace
12 10 (0.56%) Presentation Skills
13 9 (0.50%) Banking
13 9 (0.50%) Military
14 6 (0.33%) Games
14 6 (0.33%) Legal
15 5 (0.28%) Influencing Skills
16 4 (0.22%) Billing
Libraries, Frameworks & Software Standards
1 134 (7.44%) PySpark
2 109 (6.06%) 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%) 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 82 (4.56%) Cloud Native
2 28 (1.56%) Onboarding
2 28 (1.56%) Product Ownership
3 23 (1.28%) Data Structures
4 22 (1.22%) Driving Licence
5 21 (1.17%) Distributed Computing
6 20 (1.11%) Distributed Systems
7 18 (1.00%) Greenfield Project
8 14 (0.78%) Hedge funds
9 13 (0.72%) NHS
9 13 (0.72%) Virtual Team
10 12 (0.67%) Analytical Mindset
10 12 (0.67%) Legacy Systems
11 10 (0.56%) AI Agents
11 10 (0.56%) Marketing Technology
11 10 (0.56%) Reference Data
11 10 (0.56%) Sports Betting
12 9 (0.50%) Educational Technology
12 9 (0.50%) Fibre Optics
13 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
1 595 (33.06%) Data Pipeline
2 586 (32.56%) Analytics
3 529 (29.39%) Data Engineering
4 418 (23.22%) ETL
5 387 (21.50%) Data Modelling
6 349 (19.39%) AI
7 292 (16.22%) CI/CD
8 275 (15.28%) Business Intelligence
9 249 (13.83%) Decision-Making
10 217 (12.06%) Agile
11 199 (11.06%) Problem-Solving
12 190 (10.56%) Machine Learning
13 188 (10.44%) Data Governance
14 173 (9.61%) DevOps
15 169 (9.39%) Data Architecture
16 166 (9.22%) Data Science
17 139 (7.72%) Platform Engineering
18 131 (7.28%) Mentoring
19 116 (6.44%) Infrastructure as Code
20 113 (6.28%) Data Integration
Programming Languages
1 635 (35.28%) SQL
2 631 (35.06%) Python
3 61 (3.39%) Scala
4 60 (3.33%) Java
5 23 (1.28%) PowerShell
6 16 (0.89%) Bash
7 15 (0.83%) C++
7 15 (0.83%) Data Analysis Expressions
7 15 (0.83%) T-SQL
8 13 (0.72%) Go
9 10 (0.56%) C#
9 10 (0.56%) TypeScript
10 8 (0.44%) Groovy
11 6 (0.33%) Kusto Query Language
12 5 (0.28%) Bicep
12 5 (0.28%) JavaScript
12 5 (0.28%) R
13 3 (0.17%) PL/SQL
13 3 (0.17%) VBA
14 2 (0.11%) VBScript
Qualifications
1 227 (12.61%) Security Cleared
2 146 (8.11%) SC Cleared
3 90 (5.00%) DV Cleared
4 85 (4.72%) Degree
5 35 (1.94%) Computer Science Degree
6 27 (1.50%) Azure Certification
7 21 (1.17%) BPSS Clearance
8 15 (0.83%) Master's Degree
9 10 (0.56%) DBS Check
10 7 (0.39%) AWS Certification
11 5 (0.28%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.056%) AWS Certified DevOps Engineer
13 1 (0.056%) AWS Certified Solutions Architect
13 1 (0.056%) CISM
13 1 (0.056%) CISSP
13 1 (0.056%) City & Guilds
13 1 (0.056%) ICAEW
13 1 (0.056%) SnowPro
Quality Assurance & Compliance
1 319 (17.72%) Data Quality
2 42 (2.33%) GDPR
3 21 (1.17%) QA
4 18 (1.00%) Accessibility
5 15 (0.83%) 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 (4.11%) Docker
2 1 (0.056%) Active Directory
Systems Management
1 148 (8.22%) Terraform
2 42 (2.33%) 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
1 276 (15.33%) Databricks
2 256 (14.22%) Microsoft
3 45 (2.50%) Google
4 18 (1.00%) Salesforce
5 17 (0.94%) Informatica
5 17 (0.94%) Oracle
6 15 (0.83%) Palantir
7 13 (0.72%) Foundry
8 12 (0.67%) SAP
9 11 (0.61%) Talend
10 6 (0.33%) Typelevel
11 5 (0.28%) BT
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