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 30 July 2026.

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

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 92 222 165
Rank change year-on-year +130 -57 -23
Permanent jobs requiring a Data Engineer 1,736 632 1,266
As % of all permanent jobs in England 1.91% 1.46% 1.67%
As % of the Job Titles category 2.02% 1.61% 1.76%
Number of salaries quoted 1,320 489 943
10th Percentile £45,000 £49,500 £37,750
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 £96,250 £110,250 £104,000
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 85,729 39,343 71,903
% of permanent jobs with a recognized job title 94.41% 90.58% 94.68%
Number of salaries quoted 60,153 23,812 50,509
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 £76,000 £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 30 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 30 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 +39 590 £82,500 -2.94% 210
North of England +128 454 £70,000 +16.67% 87
South East +136 266 £60,000 -7.69% 90
North West +115 230 £70,000 +3.70% 41
Midlands +61 178 £70,000 +7.69% 44
South West +44 169 £70,000 -3.45% 37
Yorkshire +36 137 £75,000 +25.00% 20
West Midlands +61 129 £70,000 +12.00% 30
North East +17 87 £61,250 -9.26% 27
East of England +11 63 £56,000 -6.67% 13
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 30 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.

1 623 (35.89%) SQL
2 621 (35.77%) Python
3 568 (32.72%) Data Pipeline
4 558 (32.14%) Analytics
5 511 (29.44%) Data Engineering
6 484 (27.88%) Azure
7 403 (23.21%) ETL
8 384 (22.12%) Data Modelling
9 356 (20.51%) AWS
10 318 (18.32%) AI
11 302 (17.40%) Data Quality
12 290 (16.71%) CI/CD
13 270 (15.55%) Databricks
14 257 (14.80%) Business Intelligence
15 250 (14.40%) Microsoft
16 235 (13.54%) Data Warehouse
17 233 (13.42%) Decision-Making
18 218 (12.56%) Security Cleared
19 214 (12.33%) Agile
20 193 (11.12%) Problem-Solving
21 192 (11.06%) Data Governance
22 178 (10.25%) Power Platform
23 172 (9.91%) Machine Learning
24 171 (9.85%) Power BI
25 167 (9.62%) GCP
26 164 (9.45%) DevOps
27 159 (9.16%) Azure Data Factory
28 155 (8.93%) Data Architecture
29 154 (8.87%) Terraform
30 151 (8.70%) Data Science

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
1 150 (8.64%) Apache Airflow
2 114 (6.57%) Apache Spark
3 98 (5.65%) Apache
4 28 (1.61%) SAS
5 10 (0.58%) Palantir Foundry
6 5 (0.29%) Jupyter
7 2 (0.12%) ArcGIS
7 2 (0.12%) Confluence
7 2 (0.12%) Luigi
7 2 (0.12%) SharePoint
8 1 (0.058%) GeoServer
8 1 (0.058%) Oracle Application Server
Applications
1 17 (0.98%) Microsoft Excel
2 3 (0.17%) Microsoft Office
3 1 (0.058%) Microsoft PowerPoint
3 1 (0.058%) Spreadsheet
Business Applications
1 3 (0.17%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.058%) FastStats
3 1 (0.058%) NetSuite
3 1 (0.058%) Primavera
Cloud Services
1 484 (27.88%) Azure
2 356 (20.51%) AWS
3 178 (10.25%) Power Platform
4 167 (9.62%) GCP
5 159 (9.16%) Azure Data Factory
6 115 (6.62%) dbt
7 108 (6.22%) Snowflake
8 74 (4.26%) Azure Synapse Analytics
9 63 (3.63%) Azure DevOps
10 60 (3.46%) SaaS
11 59 (3.40%) Serverless
12 49 (2.82%) Amazon S3
13 42 (2.42%) AWS Lambda
14 31 (1.79%) GitHub
15 23 (1.32%) Fivetran
16 22 (1.27%) Azure Logic Apps
16 22 (1.27%) Microsoft Purview
17 21 (1.21%) Amazon EMR
17 21 (1.21%) Dagster
18 19 (1.09%) GitHub Actions
Communications & Networking
1 26 (1.50%) Broadband
2 19 (1.09%) Structured Cabling
3 9 (0.52%) Wi-Fi
4 5 (0.29%) DSLAM
5 4 (0.23%) Software-Defined Radio
5 4 (0.23%) Wireless
6 2 (0.12%) 4G
6 2 (0.12%) 5G
6 2 (0.12%) Internet
7 1 (0.058%) Kerberos
Database & Business Intelligence
1 235 (13.54%) Data Warehouse
2 171 (9.85%) Power BI
3 114 (6.57%) SQL Server
4 106 (6.11%) Data Lake
5 73 (4.21%) Big Data
6 71 (4.09%) BigQuery
7 65 (3.74%) Relational Database
8 62 (3.57%) Amazon Redshift
8 62 (3.57%) NoSQL
9 60 (3.46%) Azure SQL Database
10 50 (2.88%) Metadata
11 45 (2.59%) PostgreSQL
11 45 (2.59%) SQL Server Integration Services
12 36 (2.07%) Spark SQL
13 34 (1.96%) Star Schema
14 33 (1.90%) Delta Lake
15 30 (1.73%) Tableau
16 28 (1.61%) Amazon Athena
17 25 (1.44%) MongoDB
17 25 (1.44%) SQL Server Reporting Services
Development Applications
1 97 (5.59%) Git
2 20 (1.15%) Jenkins
3 9 (0.52%) GitLab
4 6 (0.35%) JIRA
5 4 (0.23%) Visual Studio
6 3 (0.17%) Bitbucket
6 3 (0.17%) Visual Studio Code
7 1 (0.058%) ERwin
7 1 (0.058%) MLflow
7 1 (0.058%) Oracle APEX
7 1 (0.058%) Selenium
7 1 (0.058%) VSS/SourceSafe
7 1 (0.058%) Yeoman
General
1 184 (10.60%) Finance
1 184 (10.60%) Social Skills
2 148 (8.53%) Analytical Skills
3 105 (6.05%) Public Sector
4 35 (2.02%) Law
5 34 (1.96%) Marketing
6 28 (1.61%) Inclusion and Diversity
7 26 (1.50%) Retail
8 25 (1.44%) Manufacturing
9 20 (1.15%) Telecoms
10 13 (0.75%) Advertising
11 12 (0.69%) Health Technology
12 11 (0.63%) Banking
13 10 (0.58%) Military
14 8 (0.46%) Presentation Skills
15 6 (0.35%) Games
15 6 (0.35%) Influencing Skills
16 5 (0.29%) Aerospace
17 4 (0.23%) Billing
17 4 (0.23%) Front Office
Libraries, Frameworks & Software Standards
1 137 (7.89%) PySpark
2 106 (6.11%) Kafka
3 20 (1.15%) REST
4 18 (1.04%) 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 (0.35%) Node.js
9 6 (0.35%) XML
9 6 (0.35%) 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 (4.67%) Cloud Native
2 27 (1.56%) Product Ownership
3 24 (1.38%) Data Structures
3 24 (1.38%) Onboarding
4 21 (1.21%) Driving Licence
5 19 (1.09%) Distributed Computing
6 18 (1.04%) Distributed Systems
6 18 (1.04%) Greenfield Project
7 14 (0.81%) Hedge funds
8 11 (0.63%) Fibre Optics
8 11 (0.63%) Legacy Systems
8 11 (0.63%) NHS
9 10 (0.58%) Marketing Technology
9 10 (0.58%) Sports Betting
9 10 (0.58%) Virtual Team
10 9 (0.52%) Reference Data
10 9 (0.52%) Replication
10 9 (0.52%) Video\Live Streaming
11 8 (0.46%) Analytical Mindset
11 8 (0.46%) Over-the-Top Content
Operating Systems
1 12 (0.69%) Linux
2 6 (0.35%) Windows
3 1 (0.058%) Unix
3 1 (0.058%) Windows Server
Processes & Methodologies
1 568 (32.72%) Data Pipeline
2 558 (32.14%) Analytics
3 511 (29.44%) Data Engineering
4 403 (23.21%) ETL
5 384 (22.12%) Data Modelling
6 318 (18.32%) AI
7 290 (16.71%) CI/CD
8 257 (14.80%) Business Intelligence
9 233 (13.42%) Decision-Making
10 214 (12.33%) Agile
11 193 (11.12%) Problem-Solving
12 192 (11.06%) Data Governance
13 172 (9.91%) Machine Learning
14 164 (9.45%) DevOps
15 155 (8.93%) Data Architecture
16 151 (8.70%) Data Science
17 138 (7.95%) Platform Engineering
18 130 (7.49%) Mentoring
19 109 (6.28%) Infrastructure as Code
20 106 (6.11%) Data Integration
Programming Languages
1 623 (35.89%) SQL
2 621 (35.77%) Python
3 60 (3.46%) Scala
4 58 (3.34%) Java
5 22 (1.27%) PowerShell
6 16 (0.92%) C++
6 16 (0.92%) T-SQL
7 15 (0.86%) Data Analysis Expressions
8 14 (0.81%) Bash
8 14 (0.81%) Go
9 11 (0.63%) TypeScript
10 10 (0.58%) C#
11 8 (0.46%) Groovy
11 8 (0.46%) R
12 6 (0.35%) JavaScript
12 6 (0.35%) Kusto Query Language
13 5 (0.29%) Bicep
14 3 (0.17%) PL/SQL
14 3 (0.17%) VBA
15 2 (0.12%) VBScript
Qualifications
1 218 (12.56%) Security Cleared
2 144 (8.29%) SC Cleared
3 85 (4.90%) DV Cleared
4 78 (4.49%) Degree
5 36 (2.07%) Computer Science Degree
6 27 (1.56%) Azure Certification
7 15 (0.86%) BPSS Clearance
8 14 (0.81%) Master's Degree
9 11 (0.63%) DBS Check
10 6 (0.35%) AWS Certification
10 6 (0.35%) Microsoft Certification
11 2 (0.12%) CITP
12 1 (0.058%) AWS Certified DevOps Engineer
12 1 (0.058%) AWS Certified Solutions Architect
12 1 (0.058%) CISM
12 1 (0.058%) CISSP
12 1 (0.058%) City & Guilds
12 1 (0.058%) ICAEW
12 1 (0.058%) SnowPro
Quality Assurance & Compliance
1 302 (17.40%) Data Quality
2 43 (2.48%) GDPR
3 21 (1.21%) QA
4 17 (0.98%) SLA
5 13 (0.75%) Accessibility
6 3 (0.17%) SOC 2
7 2 (0.12%) Actionable Recommendations
8 1 (0.058%) HIPAA
8 1 (0.058%) ISO/IEC 27001
8 1 (0.058%) PCI DSS
System Software
1 76 (4.38%) Docker
2 1 (0.058%) Active Directory
Systems Management
1 154 (8.87%) Terraform
2 39 (2.25%) Kubernetes
3 10 (0.58%) Grafana
4 7 (0.40%) Ansible
5 5 (0.29%) Packer
6 3 (0.17%) Kibana
6 3 (0.17%) Prometheus
7 2 (0.12%) CASB
8 1 (0.058%) Kubeflow
Vendors
1 270 (15.55%) Databricks
2 250 (14.40%) Microsoft
3 46 (2.65%) Google
4 19 (1.09%) Oracle
5 18 (1.04%) Informatica
5 18 (1.04%) Salesforce
6 15 (0.86%) Palantir
7 13 (0.75%) Foundry
8 11 (0.63%) Talend
9 10 (0.58%) SAP
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 (0.12%) Alteryx
14 2 (0.12%) iManage
14 2 (0.12%) Intapp
14 2 (0.12%) Planon
14 2 (0.12%) Splunk