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 20 August 2026.

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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 92 224 169
Rank change year-on-year +132 -55 -32
Permanent jobs requiring a Data Engineer 1,803 612 1,129
As % of all permanent jobs in England 1.89% 1.40% 1.56%
As % of the Job Titles category 2.01% 1.54% 1.64%
Number of salaries quoted 1,349 470 889
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £56,563 £51,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £100,000 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -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 89,484 39,616 68,834
% of permanent jobs with a recognized job title 94.04% 90.59% 95.00%
Number of salaries quoted 62,877 23,853 46,367
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £36,250 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £76,250 £75,000 £72,500
90th Percentile £97,500 £95,000 £92,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -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 20 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 20 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 +49 616 £80,000 - 271
North of England +132 491 £67,500 +12.50% 128
South East +146 265 £60,000 -7.69% 120
North West +111 234 £70,000 +16.67% 56
Midlands +72 184 £70,000 +7.69% 62
South West +41 177 £70,000 -3.45% 43
Yorkshire +41 144 £75,000 +25.00% 38
West Midlands +49 128 £70,000 +7.69% 46
North East +22 113 £61,250 -9.26% 35
East of England +18 59 £56,000 +9.27% 24
East Midlands +5 56 £52,500 -22.22% 16
Data Engineer
UK

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

For the 6 months to 20 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.

1 637 (35.33%) SQL
2 628 (34.83%) Python
3 594 (32.95%) Data Pipeline
4 576 (31.95%) Analytics
5 537 (29.78%) Data Engineering
6 507 (28.12%) Azure
7 412 (22.85%) ETL
8 386 (21.41%) Data Modelling
9 359 (19.91%) AWS
10 352 (19.52%) AI
11 327 (18.14%) Data Quality
12 291 (16.14%) CI/CD
13 276 (15.31%) Business Intelligence
13 276 (15.31%) Databricks
14 259 (14.36%) Microsoft
15 252 (13.98%) Decision-Making
16 240 (13.31%) Data Warehouse
17 220 (12.20%) Security Cleared
18 214 (11.87%) Agile
19 196 (10.87%) Problem-Solving
20 189 (10.48%) Machine Learning
21 184 (10.21%) Power Platform
22 182 (10.09%) Data Governance
23 179 (9.93%) Data Architecture
24 178 (9.87%) Power BI
25 175 (9.71%) DevOps
26 166 (9.21%) GCP
27 161 (8.93%) Data Science
28 160 (8.87%) Azure Data Factory
29 149 (8.26%) 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
1 140 (7.76%) Apache Airflow
2 120 (6.66%) Apache Spark
3 109 (6.05%) Apache
4 27 (1.50%) SAS
5 9 (0.50%) 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%) Tornado
9 1 (0.055%) GeoServer
9 1 (0.055%) SharePoint
Applications
1 20 (1.11%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.055%) Microsoft Office
3 1 (0.055%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.055%) FastStats
3 1 (0.055%) NetSuite
Cloud Services
1 507 (28.12%) Azure
2 359 (19.91%) AWS
3 184 (10.21%) Power Platform
4 166 (9.21%) GCP
5 160 (8.87%) Azure Data Factory
6 108 (5.99%) Snowflake
7 106 (5.88%) dbt
8 77 (4.27%) Azure Synapse Analytics
9 68 (3.77%) Azure DevOps
10 66 (3.66%) SaaS
11 59 (3.27%) Serverless
12 50 (2.77%) Amazon S3
13 41 (2.27%) AWS Lambda
13 41 (2.27%) GitHub
14 23 (1.28%) Fivetran
14 23 (1.28%) GitHub Actions
15 22 (1.22%) Azure Logic Apps
16 21 (1.16%) Microsoft Purview
17 20 (1.11%) Amazon EMR
18 16 (0.89%) Amazon Kinesis
Communications & Networking
1 16 (0.89%) Structured Cabling
2 13 (0.72%) Broadband
3 8 (0.44%) Wi-Fi
4 4 (0.22%) Software-Defined Radio
4 4 (0.22%) Wireless
5 2 (0.11%) Internet
6 1 (0.055%) 4G
6 1 (0.055%) 5G
6 1 (0.055%) Kerberos
Database & Business Intelligence
1 240 (13.31%) Data Warehouse
2 178 (9.87%) Power BI
3 121 (6.71%) SQL Server
4 116 (6.43%) Data Lake
5 78 (4.33%) Big Data
6 67 (3.72%) Relational Database
7 66 (3.66%) NoSQL
8 64 (3.55%) Azure SQL Database
9 62 (3.44%) BigQuery
10 60 (3.33%) Amazon Redshift
11 50 (2.77%) PostgreSQL
12 47 (2.61%) Metadata
13 45 (2.50%) SQL Server Integration Services
14 37 (2.05%) Tableau
15 33 (1.83%) Delta Lake
15 33 (1.83%) Spark SQL
15 33 (1.83%) Star Schema
16 27 (1.50%) Amazon Athena
17 25 (1.39%) Hadoop
17 25 (1.39%) SQL Server Reporting Services
Development Applications
1 105 (5.82%) Git
2 22 (1.22%) Jenkins
3 10 (0.55%) 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 2 (0.11%) Claude Code
8 1 (0.055%) ERwin
8 1 (0.055%) Selenium
8 1 (0.055%) VSS/SourceSafe
8 1 (0.055%) Yeoman
General
1 198 (10.98%) Finance
1 198 (10.98%) Social Skills
2 161 (8.93%) Analytical Skills
3 105 (5.82%) Public Sector
4 39 (2.16%) Marketing
5 32 (1.77%) Inclusion and Diversity
6 28 (1.55%) Law
6 28 (1.55%) Retail
7 23 (1.28%) Manufacturing
8 12 (0.67%) Health Technology
9 11 (0.61%) Advertising
9 11 (0.61%) Aerospace
9 11 (0.61%) Telecoms
10 10 (0.55%) Presentation Skills
11 9 (0.50%) Banking
12 8 (0.44%) Military
13 7 (0.39%) Influencing Skills
14 6 (0.33%) Automotive
14 6 (0.33%) Games
14 6 (0.33%) Legal
Libraries, Frameworks & Software Standards
1 149 (8.26%) Terraform
2 136 (7.54%) PySpark
3 103 (5.71%) Kafka
4 20 (1.11%) REST
5 17 (0.94%) Apache NiFi
6 15 (0.83%) JSON
6 15 (0.83%) Pandas
7 11 (0.61%) ARM Templates
8 10 (0.55%) TensorFlow
9 9 (0.50%) PyTorch
10 7 (0.39%) AWS CDK
10 7 (0.39%) Keycloak
11 6 (0.33%) gRPC
11 6 (0.33%) Node.js
11 6 (0.33%) YAML
12 5 (0.28%) Pulumi
12 5 (0.28%) RESTful
12 5 (0.28%) scikit-learn
12 5 (0.28%) XML
13 4 (0.22%) Apache Beam
Miscellaneous
1 87 (4.83%) Cloud Native
2 28 (1.55%) Onboarding
2 28 (1.55%) Product Ownership
3 21 (1.16%) Distributed Systems
4 20 (1.11%) Distributed Computing
5 17 (0.94%) Data Structures
5 17 (0.94%) Greenfield Project
6 16 (0.89%) Driving Licence
7 14 (0.78%) Hedge funds
8 13 (0.72%) NHS
8 13 (0.72%) Virtual Team
9 12 (0.67%) AI Agents
9 12 (0.67%) Analytical Mindset
9 12 (0.67%) Legacy Systems
10 10 (0.55%) Marketing Technology
10 10 (0.55%) Reference Data
10 10 (0.55%) Sports Betting
11 9 (0.50%) Educational Technology
12 8 (0.44%) Hybrid Cloud
12 8 (0.44%) Management Information System
Operating Systems
1 10 (0.55%) Linux
2 6 (0.33%) Windows
3 1 (0.055%) Unix
3 1 (0.055%) Windows Server
Processes & Methodologies
1 594 (32.95%) Data Pipeline
2 576 (31.95%) Analytics
3 537 (29.78%) Data Engineering
4 412 (22.85%) ETL
5 386 (21.41%) Data Modelling
6 352 (19.52%) AI
7 291 (16.14%) CI/CD
8 276 (15.31%) Business Intelligence
9 252 (13.98%) Decision-Making
10 214 (11.87%) Agile
11 196 (10.87%) Problem-Solving
12 189 (10.48%) Machine Learning
13 182 (10.09%) Data Governance
14 179 (9.93%) Data Architecture
15 175 (9.71%) DevOps
16 161 (8.93%) Data Science
17 139 (7.71%) Platform Engineering
18 133 (7.38%) Mentoring
19 117 (6.49%) Infrastructure as Code
20 113 (6.27%) Data Integration
Programming Languages
1 637 (35.33%) SQL
2 628 (34.83%) Python
3 57 (3.16%) Scala
4 54 (3.00%) Java
5 22 (1.22%) PowerShell
6 17 (0.94%) T-SQL
7 16 (0.89%) Bash
8 15 (0.83%) Data Analysis Expressions
9 14 (0.78%) Go
10 10 (0.55%) C#
10 10 (0.55%) C++
11 8 (0.44%) Groovy
11 8 (0.44%) TypeScript
12 6 (0.33%) Bicep
12 6 (0.33%) Kusto Query Language
13 4 (0.22%) JavaScript
13 4 (0.22%) R
14 3 (0.17%) PL/SQL
14 3 (0.17%) VBA
15 2 (0.11%) VBScript
Qualifications
1 220 (12.20%) Security Cleared
2 141 (7.82%) SC Cleared
3 90 (4.99%) DV Cleared
4 86 (4.77%) Degree
5 33 (1.83%) Computer Science Degree
6 29 (1.61%) Azure Certification
7 22 (1.22%) BPSS Clearance
8 14 (0.78%) Master's Degree
9 7 (0.39%) AWS Certification
10 6 (0.33%) DBS Check
11 5 (0.28%) Microsoft Certification
12 2 (0.11%) CITP
13 1 (0.055%) AWS Certified DevOps Engineer
13 1 (0.055%) AWS Certified Solutions Architect
13 1 (0.055%) City & Guilds
13 1 (0.055%) ICAEW
13 1 (0.055%) Postgraduate
13 1 (0.055%) SnowPro
Quality Assurance & Compliance
1 327 (18.14%) Data Quality
2 42 (2.33%) GDPR
3 21 (1.16%) QA
4 19 (1.05%) Accessibility
5 12 (0.67%) SLA
6 4 (0.22%) Actionable Recommendations
7 2 (0.11%) SOC 2
System Software
1 73 (4.05%) Docker
2 1 (0.055%) Active Directory
Systems Management
1 40 (2.22%) Kubernetes
2 9 (0.50%) Grafana
3 8 (0.44%) Ansible
4 5 (0.28%) Packer
5 3 (0.17%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.055%) CASB
Vendors
1 276 (15.31%) Databricks
2 259 (14.36%) Microsoft
3 45 (2.50%) Google
4 18 (1.00%) Salesforce
5 16 (0.89%) Informatica
5 16 (0.89%) Oracle
6 13 (0.72%) Palantir
7 12 (0.67%) SAP
8 11 (0.61%) Foundry
8 11 (0.61%) Talend
9 6 (0.33%) OpenAI
9 6 (0.33%) Typelevel
10 4 (0.22%) Cloudera
11 3 (0.17%) Alteryx
12 2 (0.11%) iManage
12 2 (0.11%) Intapp
12 2 (0.11%) Planon
12 2 (0.11%) Splunk
13 1 (0.055%) Confluent
13 1 (0.055%) Workday