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 11 July 2026.

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

6 months to
11 Jul 2026
Same period 2025 Same period 2024
Rank 89 218 165
Rank change year-on-year +129 -53 -20
Permanent jobs requiring a Data Engineer 1,678 652 1,478
As % of all permanent jobs in England 1.92% 1.51% 1.67%
As % of the Job Titles category 2.04% 1.67% 1.76%
Number of salaries quoted 1,292 505 1,120
10th Percentile £45,000 £50,000 £35,000
25th Percentile £53,750 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% -6.90%
75th Percentile £85,000 £93,750 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -3.57%

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 82,278 39,084 83,945
% of permanent jobs with a recognized job title 94.27% 90.38% 94.58%
Number of salaries quoted 57,869 23,488 61,455
10th Percentile £30,000 £28,750 £28,750
25th Percentile £40,000 £38,500 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £53,000
Median % change year-on-year +4.55% +3.77% -11.67%
75th Percentile £75,250 £75,246 £71,250
90th Percentile £97,500 £97,500 £90,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -12.50%

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 11 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 11 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 +27 567 £85,000 - 149
North of England +140 421 £70,000 +16.67% 85
South East +133 269 £60,000 -14.29% 89
North West +116 211 £70,000 +16.67% 50
Midlands +71 181 £65,000 - 59
South West +41 153 £60,000 -4.00% 38
Yorkshire +41 136 £75,000 +25.00% 16
West Midlands +71 132 £70,000 +16.67% 40
North East +14 74 £62,500 +6.38% 22
East of England +25 66 £60,000 -7.87% 13
East Midlands -5 49 £56,250 -13.46% 20
Data Engineer
UK

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

For the 6 months to 11 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.

1 611 (36.41%) SQL
2 606 (36.11%) Python
3 565 (33.67%) Data Pipeline
4 541 (32.24%) Analytics
5 486 (28.96%) Data Engineering
6 463 (27.59%) Azure
7 401 (23.90%) ETL
8 369 (21.99%) Data Modelling
9 351 (20.92%) AWS
10 287 (17.10%) Data Quality
11 285 (16.98%) AI
12 278 (16.57%) CI/CD
13 258 (15.38%) Databricks
14 251 (14.96%) Business Intelligence
15 231 (13.77%) Microsoft
16 222 (13.23%) Data Warehouse
17 219 (13.05%) Decision-Making
18 208 (12.40%) Security Cleared
19 197 (11.74%) Agile
20 181 (10.79%) Data Governance
21 178 (10.61%) Problem-Solving
22 174 (10.37%) Power Platform
23 167 (9.95%) Power BI
24 165 (9.83%) Machine Learning
25 162 (9.65%) Azure Data Factory
26 155 (9.24%) GCP
27 154 (9.18%) DevOps
28 151 (9.00%) Terraform
29 148 (8.82%) Apache Airflow
30 143 (8.52%) 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
1 148 (8.82%) Apache Airflow
2 98 (5.84%) Apache Spark
3 91 (5.42%) Apache
4 32 (1.91%) SAS
5 10 (0.60%) Palantir Foundry
6 5 (0.30%) Jupyter
7 4 (0.24%) Confluence
8 2 (0.12%) Apache Qpid
8 2 (0.12%) Luigi
8 2 (0.12%) Oracle Application Server
8 2 (0.12%) SharePoint
9 1 (0.060%) ArcGIS
9 1 (0.060%) GeoServer
Applications
1 12 (0.72%) Microsoft Excel
2 5 (0.30%) Microsoft Office
3 1 (0.060%) Chatbot
3 1 (0.060%) Microsoft PowerPoint
3 1 (0.060%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.060%) FastStats
3 1 (0.060%) NetSuite
3 1 (0.060%) Primavera
Cloud Services
1 463 (27.59%) Azure
2 351 (20.92%) AWS
3 174 (10.37%) Power Platform
4 162 (9.65%) Azure Data Factory
5 155 (9.24%) GCP
6 116 (6.91%) dbt
7 113 (6.73%) Snowflake
8 77 (4.59%) Azure Synapse Analytics
9 62 (3.69%) Azure DevOps
10 55 (3.28%) Amazon S3
10 55 (3.28%) Serverless
11 54 (3.22%) SaaS
12 41 (2.44%) AWS Lambda
13 31 (1.85%) GitHub
14 23 (1.37%) Fivetran
15 21 (1.25%) Amazon Kinesis
16 20 (1.19%) Dagster
17 19 (1.13%) Azure Logic Apps
17 19 (1.13%) GitHub Actions
17 19 (1.13%) Microsoft Purview
Communications & Networking
1 30 (1.79%) Broadband
2 16 (0.95%) Structured Cabling
3 7 (0.42%) Wi-Fi
4 5 (0.30%) DSLAM
5 4 (0.24%) Software-Defined Radio
5 4 (0.24%) Wireless
6 2 (0.12%) 4G
6 2 (0.12%) 5G
6 2 (0.12%) Internet
7 1 (0.060%) Kerberos
Database & Business Intelligence
1 222 (13.23%) Data Warehouse
2 167 (9.95%) Power BI
3 102 (6.08%) Data Lake
4 100 (5.96%) SQL Server
5 67 (3.99%) Big Data
6 66 (3.93%) BigQuery
7 63 (3.75%) Relational Database
8 59 (3.52%) Amazon Redshift
9 55 (3.28%) NoSQL
10 54 (3.22%) Azure SQL Database
11 46 (2.74%) Metadata
12 44 (2.62%) SQL Server Integration Services
13 42 (2.50%) PostgreSQL
14 37 (2.21%) Spark SQL
15 30 (1.79%) Delta Lake
15 30 (1.79%) Star Schema
15 30 (1.79%) Tableau
16 28 (1.67%) Amazon Athena
16 28 (1.67%) SQL Server Reporting Services
17 23 (1.37%) MongoDB
Development Applications
1 87 (5.18%) Git
2 16 (0.95%) Jenkins
3 8 (0.48%) GitLab
3 8 (0.48%) JIRA
4 5 (0.30%) Visual Studio
5 2 (0.12%) MLflow
6 1 (0.060%) DBeaver
6 1 (0.060%) Deequ
6 1 (0.060%) ERwin
6 1 (0.060%) Oracle APEX
6 1 (0.060%) Robot Framework
6 1 (0.060%) Selenium
6 1 (0.060%) SQL Server Management Studio (SSMS)
6 1 (0.060%) TeamCity
6 1 (0.060%) VSS/SourceSafe
6 1 (0.060%) Yeoman
General
1 184 (10.97%) Finance
2 171 (10.19%) Social Skills
3 133 (7.93%) Analytical Skills
4 109 (6.50%) Public Sector
5 38 (2.26%) Law
6 30 (1.79%) Marketing
7 28 (1.67%) Retail
8 27 (1.61%) Manufacturing
9 25 (1.49%) Inclusion and Diversity
10 22 (1.31%) Telecoms
11 16 (0.95%) Banking
12 13 (0.77%) Advertising
13 12 (0.72%) Health Technology
14 9 (0.54%) Automotive
15 8 (0.48%) Documentation Skills
15 8 (0.48%) Military
16 6 (0.36%) Games
16 6 (0.36%) Influencing Skills
16 6 (0.36%) Presentation Skills
17 5 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 134 (7.99%) PySpark
2 103 (6.14%) Kafka
3 20 (1.19%) REST
4 17 (1.01%) Pandas
5 14 (0.83%) Apache NiFi
6 13 (0.77%) JSON
7 12 (0.72%) ARM Templates
8 10 (0.60%) gRPC
9 6 (0.36%) Node.js
10 5 (0.30%) EDI
10 5 (0.30%) Great Expectations
10 5 (0.30%) NumPy
10 5 (0.30%) XML
10 5 (0.30%) YAML
11 4 (0.24%) Apache Beam
11 4 (0.24%) FastAPI
11 4 (0.24%) React
11 4 (0.24%) RESTful
11 4 (0.24%) TensorFlow
12 3 (0.18%) RabbitMQ
Miscellaneous
1 72 (4.29%) Cloud Native
2 27 (1.61%) Product Ownership
3 23 (1.37%) Data Structures
4 19 (1.13%) Driving Licence
5 17 (1.01%) Distributed Computing
5 17 (1.01%) Onboarding
6 16 (0.95%) Distributed Systems
7 15 (0.89%) Greenfield Project
8 12 (0.72%) Hedge funds
8 12 (0.72%) Video\Live Streaming
9 11 (0.66%) Fibre Optics
9 11 (0.66%) Legacy Systems
9 11 (0.66%) NHS
9 11 (0.66%) Over-the-Top Content
10 10 (0.60%) Marketing Technology
10 10 (0.60%) Sports Betting
11 7 (0.42%) Algorithms
11 7 (0.42%) Operational Technology
11 7 (0.42%) Replication
12 6 (0.36%) Hybrid Cloud
Operating Systems
1 17 (1.01%) Linux
2 5 (0.30%) Windows
3 1 (0.060%) Unix
3 1 (0.060%) Windows Server
Processes & Methodologies
1 565 (33.67%) Data Pipeline
2 541 (32.24%) Analytics
3 486 (28.96%) Data Engineering
4 401 (23.90%) ETL
5 369 (21.99%) Data Modelling
6 285 (16.98%) AI
7 278 (16.57%) CI/CD
8 251 (14.96%) Business Intelligence
9 219 (13.05%) Decision-Making
10 197 (11.74%) Agile
11 181 (10.79%) Data Governance
12 178 (10.61%) Problem-Solving
13 165 (9.83%) Machine Learning
14 154 (9.18%) DevOps
15 143 (8.52%) Data Science
16 142 (8.46%) Data Architecture
17 140 (8.34%) Platform Engineering
18 126 (7.51%) Mentoring
19 102 (6.08%) Infrastructure as Code
20 101 (6.02%) Data Transformation
Programming Languages
1 611 (36.41%) SQL
2 606 (36.11%) Python
3 58 (3.46%) Scala
4 55 (3.28%) Java
5 21 (1.25%) PowerShell
6 19 (1.13%) Bash
7 16 (0.95%) T-SQL
8 14 (0.83%) Data Analysis Expressions
8 14 (0.83%) Go
9 13 (0.77%) C++
10 10 (0.60%) C#
10 10 (0.60%) TypeScript
11 9 (0.54%) Groovy
12 7 (0.42%) R
13 6 (0.36%) Bicep
14 5 (0.30%) JavaScript
14 5 (0.30%) Kusto Query Language
15 4 (0.24%) PL/SQL
16 3 (0.18%) VBA
17 2 (0.12%) VBScript
Qualifications
1 208 (12.40%) Security Cleared
2 142 (8.46%) SC Cleared
3 73 (4.35%) DV Cleared
4 71 (4.23%) Degree
5 37 (2.21%) Computer Science Degree
6 19 (1.13%) Azure Certification
7 14 (0.83%) Master's Degree
8 11 (0.66%) BPSS Clearance
9 9 (0.54%) DBS Check
10 6 (0.36%) AWS Certification
11 5 (0.30%) Microsoft Certification
12 3 (0.18%) CITP
13 2 (0.12%) AWS Certified Solutions Architect
14 1 (0.060%) AWS Certified DevOps Engineer
14 1 (0.060%) CISM
14 1 (0.060%) CISSP
14 1 (0.060%) City & Guilds
14 1 (0.060%) SnowPro
Quality Assurance & Compliance
1 287 (17.10%) Data Quality
2 42 (2.50%) GDPR
3 18 (1.07%) QA
3 18 (1.07%) SLA
4 8 (0.48%) Accessibility
5 2 (0.12%) ISO/IEC 27001
5 2 (0.12%) SOC 2
6 1 (0.060%) HIPAA
6 1 (0.060%) PCI DSS
System Software
1 65 (3.87%) Docker
2 1 (0.060%) Active Directory
Systems Management
1 151 (9.00%) Terraform
2 36 (2.15%) Kubernetes
3 9 (0.54%) Grafana
4 5 (0.30%) Ansible
5 4 (0.24%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.060%) Kubeflow
Vendors
1 258 (15.38%) Databricks
2 231 (13.77%) Microsoft
3 38 (2.26%) Google
4 23 (1.37%) Oracle
5 20 (1.19%) Informatica
6 19 (1.13%) Salesforce
7 15 (0.89%) Palantir
8 13 (0.77%) Foundry
9 12 (0.72%) Talend
10 10 (0.60%) Typelevel
11 9 (0.54%) SAP
12 5 (0.30%) BT
12 5 (0.30%) Cloudera
13 4 (0.24%) OpenAI
14 3 (0.18%) Confluent
14 3 (0.18%) Planon
15 2 (0.12%) Alteryx
15 2 (0.12%) iManage
15 2 (0.12%) Intapp
15 2 (0.12%) Splunk