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 31 July 2026.

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

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 91 221 162
Rank change year-on-year +130 -59 -23
Permanent jobs requiring a Data Engineer 1,748 635 1,268
As % of all permanent jobs in England 1.91% 1.46% 1.67%
As % of the Job Titles category 2.03% 1.61% 1.76%
Number of salaries quoted 1,329 491 947
10th Percentile £45,000 £50,000 £38,750
25th Percentile £53,750 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £90,000 £87,500
90th Percentile £96,500 £110,000 £105,000
UK median annual salary £70,000 £70,000 £70,000

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 86,102 39,404 71,854
% of permanent jobs with a recognized job title 94.32% 90.57% 94.69%
Number of salaries quoted 60,504 23,864 50,377
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £37,500 £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 £97,500 £92,000
UK median annual salary £55,000 £55,000 £55,000
% change year-on-year - - -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 31 July 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 31 July 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 +39 599 £82,500 -2.94% 199
North of England +132 459 £70,000 +16.67% 80
South East +132 266 £60,000 -7.69% 97
North West +124 232 £70,000 +3.70% 37
Midlands +53 175 £70,000 +7.69% 40
South West +50 170 £70,000 -3.45% 35
Yorkshire +37 138 £75,000 +25.00% 18
West Midlands +61 126 £70,000 +12.00% 26
North East +19 89 £61,250 -9.26% 26
East of England +20 63 £56,000 -6.67% 14
East Midlands -1 49 £52,500 -22.22% 14
Data Engineer
UK

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

For the 6 months to 31 July 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.

1 631 (36.10%) SQL
2 629 (35.98%) Python
3 575 (32.89%) Data Pipeline
4 566 (32.38%) Analytics
5 518 (29.63%) Data Engineering
6 491 (28.09%) Azure
7 408 (23.34%) ETL
8 388 (22.20%) Data Modelling
9 358 (20.48%) AWS
10 325 (18.59%) AI
11 306 (17.51%) Data Quality
12 293 (16.76%) CI/CD
13 270 (15.45%) Databricks
14 262 (14.99%) Business Intelligence
15 255 (14.59%) Microsoft
16 241 (13.79%) Data Warehouse
17 235 (13.44%) Decision-Making
18 222 (12.70%) Security Cleared
19 215 (12.30%) Agile
20 194 (11.10%) Problem-Solving
21 192 (10.98%) Data Governance
22 181 (10.35%) Power Platform
23 178 (10.18%) Machine Learning
24 174 (9.95%) Power BI
25 169 (9.67%) GCP
26 168 (9.61%) DevOps
27 159 (9.10%) Azure Data Factory
27 159 (9.10%) Data Architecture
28 155 (8.87%) Apache Airflow
28 155 (8.87%) 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
1 155 (8.87%) Apache Airflow
2 119 (6.81%) Apache Spark
3 104 (5.95%) Apache
4 28 (1.60%) SAS
5 10 (0.57%) Palantir Foundry
6 5 (0.29%) Jupyter
7 2 (0.11%) ArcGIS
7 2 (0.11%) Confluence
7 2 (0.11%) Luigi
7 2 (0.11%) SharePoint
8 1 (0.057%) GeoServer
8 1 (0.057%) Oracle Application Server
Applications
1 17 (0.97%) Microsoft Excel
2 3 (0.17%) Microsoft Office
3 1 (0.057%) Microsoft PowerPoint
3 1 (0.057%) Spreadsheet
Business Applications
1 4 (0.23%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.057%) FastStats
3 1 (0.057%) NetSuite
3 1 (0.057%) Primavera
Cloud Services
1 491 (28.09%) Azure
2 358 (20.48%) AWS
3 181 (10.35%) Power Platform
4 169 (9.67%) GCP
5 159 (9.10%) Azure Data Factory
6 118 (6.75%) dbt
7 109 (6.24%) Snowflake
8 75 (4.29%) Azure Synapse Analytics
9 66 (3.78%) Azure DevOps
10 60 (3.43%) SaaS
11 59 (3.38%) Serverless
12 49 (2.80%) Amazon S3
13 41 (2.35%) AWS Lambda
14 32 (1.83%) GitHub
15 23 (1.32%) Fivetran
16 22 (1.26%) Azure Logic Apps
16 22 (1.26%) Dagster
16 22 (1.26%) Microsoft Purview
17 21 (1.20%) Amazon EMR
18 20 (1.14%) GitHub Actions
Communications & Networking
1 26 (1.49%) Broadband
2 19 (1.09%) Structured Cabling
3 9 (0.51%) Wi-Fi
4 5 (0.29%) DSLAM
5 4 (0.23%) Software-Defined Radio
5 4 (0.23%) Wireless
6 2 (0.11%) 4G
6 2 (0.11%) 5G
6 2 (0.11%) Internet
7 1 (0.057%) Kerberos
Database & Business Intelligence
1 241 (13.79%) Data Warehouse
2 174 (9.95%) Power BI
3 118 (6.75%) SQL Server
4 109 (6.24%) Data Lake
5 74 (4.23%) Big Data
6 71 (4.06%) BigQuery
7 67 (3.83%) Relational Database
8 63 (3.60%) Amazon Redshift
8 63 (3.60%) Azure SQL Database
8 63 (3.60%) NoSQL
9 51 (2.92%) Metadata
10 47 (2.69%) PostgreSQL
11 45 (2.57%) SQL Server Integration Services
12 36 (2.06%) Spark SQL
13 34 (1.95%) Delta Lake
13 34 (1.95%) Star Schema
14 30 (1.72%) Tableau
15 29 (1.66%) Amazon Athena
16 25 (1.43%) MongoDB
16 25 (1.43%) SQL Server Reporting Services
Development Applications
1 98 (5.61%) Git
2 20 (1.14%) Jenkins
3 9 (0.51%) GitLab
4 6 (0.34%) JIRA
5 4 (0.23%) Visual Studio
6 3 (0.17%) Bitbucket
6 3 (0.17%) Visual Studio Code
7 1 (0.057%) ERwin
7 1 (0.057%) MLflow
7 1 (0.057%) Oracle APEX
7 1 (0.057%) Selenium
7 1 (0.057%) VSS/SourceSafe
7 1 (0.057%) Yeoman
General
1 187 (10.70%) Finance
1 187 (10.70%) Social Skills
2 150 (8.58%) Analytical Skills
3 104 (5.95%) Public Sector
4 36 (2.06%) Law
5 34 (1.95%) Marketing
6 28 (1.60%) Inclusion and Diversity
7 25 (1.43%) Manufacturing
7 25 (1.43%) Retail
8 20 (1.14%) Telecoms
9 12 (0.69%) Advertising
9 12 (0.69%) Health Technology
10 11 (0.63%) Banking
11 10 (0.57%) Military
12 8 (0.46%) Presentation Skills
13 6 (0.34%) Influencing Skills
14 5 (0.29%) Aerospace
14 5 (0.29%) Games
15 4 (0.23%) Billing
15 4 (0.23%) Front Office
Libraries, Frameworks & Software Standards
1 137 (7.84%) PySpark
2 108 (6.18%) Kafka
3 20 (1.14%) REST
4 18 (1.03%) Pandas
5 16 (0.92%) Apache NiFi
6 15 (0.86%) JSON
7 12 (0.69%) ARM Templates
8 8 (0.46%) gRPC
9 6 (0.34%) Node.js
9 6 (0.34%) XML
9 6 (0.34%) YAML
10 5 (0.29%) AWS CDK
10 5 (0.29%) Keycloak
10 5 (0.29%) NumPy
10 5 (0.29%) RESTful
11 4 (0.23%) Apache Beam
11 4 (0.23%) FastAPI
11 4 (0.23%) Great Expectations
11 4 (0.23%) React
11 4 (0.23%) TensorFlow
Miscellaneous
1 81 (4.63%) Cloud Native
2 27 (1.54%) Product Ownership
3 26 (1.49%) Onboarding
4 24 (1.37%) Data Structures
5 22 (1.26%) Driving Licence
6 20 (1.14%) Distributed Systems
7 19 (1.09%) Distributed Computing
8 18 (1.03%) Greenfield Project
9 14 (0.80%) Hedge funds
10 11 (0.63%) Fibre Optics
10 11 (0.63%) Legacy Systems
10 11 (0.63%) NHS
10 11 (0.63%) Virtual Team
11 10 (0.57%) Marketing Technology
11 10 (0.57%) Sports Betting
12 9 (0.51%) AI Agents
12 9 (0.51%) Reference Data
12 9 (0.51%) Replication
12 9 (0.51%) Video\Live Streaming
13 8 (0.46%) Over-the-Top Content
Operating Systems
1 12 (0.69%) Linux
2 6 (0.34%) Windows
3 1 (0.057%) Unix
3 1 (0.057%) Windows Server
Processes & Methodologies
1 575 (32.89%) Data Pipeline
2 566 (32.38%) Analytics
3 518 (29.63%) Data Engineering
4 408 (23.34%) ETL
5 388 (22.20%) Data Modelling
6 325 (18.59%) AI
7 293 (16.76%) CI/CD
8 262 (14.99%) Business Intelligence
9 235 (13.44%) Decision-Making
10 215 (12.30%) Agile
11 194 (11.10%) Problem-Solving
12 192 (10.98%) Data Governance
13 178 (10.18%) Machine Learning
14 168 (9.61%) DevOps
15 159 (9.10%) Data Architecture
16 154 (8.81%) Data Science
17 140 (8.01%) Platform Engineering
18 130 (7.44%) Mentoring
19 112 (6.41%) Infrastructure as Code
20 106 (6.06%) Data Integration
Programming Languages
1 631 (36.10%) SQL
2 629 (35.98%) Python
3 61 (3.49%) Scala
4 59 (3.38%) Java
5 22 (1.26%) PowerShell
6 16 (0.92%) C++
6 16 (0.92%) T-SQL
7 15 (0.86%) Bash
7 15 (0.86%) Data Analysis Expressions
8 14 (0.80%) Go
9 11 (0.63%) TypeScript
10 10 (0.57%) C#
11 8 (0.46%) Groovy
12 7 (0.40%) R
13 6 (0.34%) JavaScript
13 6 (0.34%) Kusto Query Language
14 5 (0.29%) Bicep
15 3 (0.17%) PL/SQL
15 3 (0.17%) VBA
16 2 (0.11%) VBScript
Qualifications
1 222 (12.70%) Security Cleared
2 145 (8.30%) SC Cleared
3 87 (4.98%) DV Cleared
4 78 (4.46%) Degree
5 36 (2.06%) Computer Science Degree
6 27 (1.54%) Azure Certification
7 15 (0.86%) BPSS Clearance
8 14 (0.80%) Master's Degree
9 11 (0.63%) DBS Check
10 6 (0.34%) AWS Certification
10 6 (0.34%) Microsoft Certification
11 2 (0.11%) CITP
12 1 (0.057%) AWS Certified DevOps Engineer
12 1 (0.057%) AWS Certified Solutions Architect
12 1 (0.057%) CISM
12 1 (0.057%) CISSP
12 1 (0.057%) City & Guilds
12 1 (0.057%) ICAEW
12 1 (0.057%) SnowPro
Quality Assurance & Compliance
1 306 (17.51%) Data Quality
2 42 (2.40%) GDPR
3 21 (1.20%) QA
4 17 (0.97%) SLA
5 14 (0.80%) Accessibility
6 3 (0.17%) SOC 2
7 2 (0.11%) Actionable Recommendations
8 1 (0.057%) HIPAA
8 1 (0.057%) ISO/IEC 27001
8 1 (0.057%) PCI DSS
System Software
1 78 (4.46%) Docker
2 1 (0.057%) Active Directory
Systems Management
1 155 (8.87%) Terraform
2 41 (2.35%) Kubernetes
3 10 (0.57%) Grafana
4 7 (0.40%) Ansible
5 5 (0.29%) Packer
6 3 (0.17%) Kibana
6 3 (0.17%) Prometheus
7 2 (0.11%) CASB
8 1 (0.057%) Kubeflow
Vendors
1 270 (15.45%) Databricks
2 255 (14.59%) Microsoft
3 46 (2.63%) Google
4 19 (1.09%) Oracle
5 18 (1.03%) Informatica
5 18 (1.03%) Salesforce
6 15 (0.86%) Palantir
7 13 (0.74%) Foundry
8 12 (0.69%) SAP
9 11 (0.63%) Talend
10 8 (0.46%) Typelevel
11 5 (0.29%) BT
11 5 (0.29%) OpenAI
12 4 (0.23%) Cloudera
13 3 (0.17%) Confluent
14 2 (0.11%) Alteryx
14 2 (0.11%) iManage
14 2 (0.11%) Intapp
14 2 (0.11%) Planon
14 2 (0.11%) Splunk