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 24 July 2026.

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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 89 227 170
Rank change year-on-year +138 -57 -28
Permanent jobs requiring a Data Engineer 1,705 645 1,311
As % of all permanent jobs in England 1.91% 1.49% 1.65%
As % of the Job Titles category 2.03% 1.64% 1.74%
Number of salaries quoted 1,302 500 982
10th Percentile £45,000 £47,500 £36,250
25th Percentile £55,000 £57,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £68,500
Median % change year-on-year - +2.19% -5.52%
75th Percentile £85,000 £90,000 £86,250
90th Percentile £96,250 £115,000 £102,375
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 84,123 39,251 75,359
% of permanent jobs with a recognized job title 94.40% 90.71% 94.62%
Number of salaries quoted 59,120 23,732 53,784
10th Percentile £30,000 £28,750 £29,750
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 £75,578 £75,000 £71,650
90th Percentile £97,500 £97,500 £91,250
UK median annual salary £55,000 £55,000 £54,389
% change year-on-year - +1.12% -9.35%

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 24 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 24 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 +37 579 £82,500 -2.94% 196
North of England +132 437 £70,000 +16.67% 102
South East +133 263 £60,000 -7.69% 101
North West +114 219 £70,000 +16.67% 48
Midlands +61 180 £70,000 +7.69% 44
South West +48 162 £67,750 -6.55% 41
Yorkshire +34 137 £75,000 +25.00% 24
West Midlands +54 131 £70,000 +12.00% 32
North East +17 81 £62,500 +8.70% 31
East of England +25 65 £60,000 -6.25% 15
East Midlands -5 49 £56,250 -16.67% 12
Data Engineer
UK

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

For the 6 months to 24 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.

1 615 (36.07%) SQL
2 608 (35.66%) Python
3 556 (32.61%) Data Pipeline
4 544 (31.91%) Analytics
5 490 (28.74%) Data Engineering
6 473 (27.74%) Azure
7 395 (23.17%) ETL
8 377 (22.11%) Data Modelling
9 350 (20.53%) AWS
10 306 (17.95%) AI
11 294 (17.24%) Data Quality
12 281 (16.48%) CI/CD
13 263 (15.43%) Databricks
14 256 (15.01%) Business Intelligence
15 248 (14.55%) Microsoft
16 230 (13.49%) Data Warehouse
17 223 (13.08%) Decision-Making
18 215 (12.61%) Security Cleared
19 202 (11.85%) Agile
20 189 (11.09%) Problem-Solving
21 187 (10.97%) Data Governance
22 180 (10.56%) Power Platform
23 173 (10.15%) Power BI
24 170 (9.97%) Machine Learning
25 163 (9.56%) GCP
26 161 (9.44%) DevOps
27 158 (9.27%) Azure Data Factory
28 151 (8.86%) Apache Airflow
29 150 (8.80%) Data Architecture
29 150 (8.80%) 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
1 151 (8.86%) Apache Airflow
2 107 (6.28%) Apache Spark
3 92 (5.40%) Apache
4 32 (1.88%) SAS
5 9 (0.53%) 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 (0.059%) GeoServer
8 1 (0.059%) Oracle Application Server
Applications
1 15 (0.88%) Microsoft Excel
2 4 (0.23%) Microsoft Office
3 1 (0.059%) Microsoft PowerPoint
3 1 (0.059%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.059%) FastStats
3 1 (0.059%) NetSuite
3 1 (0.059%) Primavera
Cloud Services
1 473 (27.74%) Azure
2 350 (20.53%) AWS
3 180 (10.56%) Power Platform
4 163 (9.56%) GCP
5 158 (9.27%) Azure Data Factory
6 113 (6.63%) dbt
7 108 (6.33%) Snowflake
8 74 (4.34%) Azure Synapse Analytics
9 64 (3.75%) Azure DevOps
10 59 (3.46%) SaaS
11 57 (3.34%) Serverless
12 50 (2.93%) Amazon S3
13 42 (2.46%) AWS Lambda
14 30 (1.76%) GitHub
15 23 (1.35%) Fivetran
16 21 (1.23%) Azure Logic Apps
16 21 (1.23%) Dagster
16 21 (1.23%) Microsoft Purview
17 20 (1.17%) Amazon EMR
17 20 (1.17%) Amazon Kinesis
Communications & Networking
1 28 (1.64%) Broadband
2 17 (1.00%) Structured Cabling
3 8 (0.47%) 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 (0.059%) Kerberos
Database & Business Intelligence
1 230 (13.49%) Data Warehouse
2 173 (10.15%) Power BI
3 111 (6.51%) SQL Server
4 99 (5.81%) Data Lake
5 71 (4.16%) Big Data
6 66 (3.87%) BigQuery
7 63 (3.70%) Relational Database
8 62 (3.64%) Amazon Redshift
9 59 (3.46%) NoSQL
10 56 (3.28%) Azure SQL Database
11 47 (2.76%) Metadata
12 44 (2.58%) PostgreSQL
13 43 (2.52%) SQL Server Integration Services
14 36 (2.11%) Spark SQL
15 33 (1.94%) Delta Lake
15 33 (1.94%) Star Schema
16 30 (1.76%) Tableau
17 29 (1.70%) Amazon Athena
18 25 (1.47%) SQL Server Reporting Services
19 23 (1.35%) MongoDB
Development Applications
1 92 (5.40%) Git
2 19 (1.11%) Jenkins
3 9 (0.53%) GitLab
4 6 (0.35%) JIRA
5 5 (0.29%) Visual Studio
6 2 (0.12%) Bitbucket
6 2 (0.12%) Visual Studio Code
7 1 (0.059%) ERwin
7 1 (0.059%) MLflow
7 1 (0.059%) Oracle APEX
7 1 (0.059%) Selenium
7 1 (0.059%) VSS/SourceSafe
7 1 (0.059%) Yeoman
General
1 179 (10.50%) Finance
2 176 (10.32%) Social Skills
3 144 (8.45%) Analytical Skills
4 109 (6.39%) Public Sector
5 37 (2.17%) Law
6 31 (1.82%) Marketing
7 28 (1.64%) Inclusion and Diversity
8 27 (1.58%) Retail
9 26 (1.52%) Manufacturing
10 20 (1.17%) Telecoms
11 14 (0.82%) Banking
12 12 (0.70%) Advertising
12 12 (0.70%) Health Technology
13 9 (0.53%) Military
14 7 (0.41%) Presentation Skills
15 6 (0.35%) Games
15 6 (0.35%) Influencing Skills
16 4 (0.23%) Billing
16 4 (0.23%) Documentation Skills
16 4 (0.23%) Organisational Skills
Libraries, Frameworks & Software Standards
1 133 (7.80%) PySpark
2 102 (5.98%) Kafka
3 20 (1.17%) REST
4 18 (1.06%) Pandas
5 15 (0.88%) JSON
6 14 (0.82%) Apache NiFi
7 12 (0.70%) ARM Templates
8 10 (0.59%) gRPC
9 6 (0.35%) Node.js
9 6 (0.35%) XML
9 6 (0.35%) YAML
10 5 (0.29%) Keycloak
10 5 (0.29%) NumPy
10 5 (0.29%) RESTful
11 4 (0.23%) AWS CDK
11 4 (0.23%) EDI
11 4 (0.23%) FastAPI
11 4 (0.23%) Great Expectations
11 4 (0.23%) React
12 3 (0.18%) RabbitMQ
Miscellaneous
1 77 (4.52%) Cloud Native
2 26 (1.52%) Product Ownership
3 24 (1.41%) Data Structures
3 24 (1.41%) Onboarding
4 21 (1.23%) Driving Licence
5 18 (1.06%) Greenfield Project
6 17 (1.00%) Distributed Computing
6 17 (1.00%) Distributed Systems
7 13 (0.76%) Hedge funds
8 11 (0.65%) Fibre Optics
8 11 (0.65%) Legacy Systems
8 11 (0.65%) NHS
8 11 (0.65%) Video\Live Streaming
9 10 (0.59%) Marketing Technology
9 10 (0.59%) Over-the-Top Content
9 10 (0.59%) Sports Betting
9 10 (0.59%) Virtual Team
10 9 (0.53%) Replication
11 8 (0.47%) Algorithms
11 8 (0.47%) Analytical Mindset
Operating Systems
1 13 (0.76%) Linux
2 6 (0.35%) Windows
3 1 (0.059%) Unix
3 1 (0.059%) Windows Server
Processes & Methodologies
1 556 (32.61%) Data Pipeline
2 544 (31.91%) Analytics
3 490 (28.74%) Data Engineering
4 395 (23.17%) ETL
5 377 (22.11%) Data Modelling
6 306 (17.95%) AI
7 281 (16.48%) CI/CD
8 256 (15.01%) Business Intelligence
9 223 (13.08%) Decision-Making
10 202 (11.85%) Agile
11 189 (11.09%) Problem-Solving
12 187 (10.97%) Data Governance
13 170 (9.97%) Machine Learning
14 161 (9.44%) DevOps
15 150 (8.80%) Data Architecture
16 149 (8.74%) Data Science
17 136 (7.98%) Platform Engineering
18 129 (7.57%) Mentoring
19 105 (6.16%) Infrastructure as Code
20 104 (6.10%) Data Transformation
Programming Languages
1 615 (36.07%) SQL
2 608 (35.66%) Python
3 61 (3.58%) Scala
4 53 (3.11%) Java
5 21 (1.23%) PowerShell
6 16 (0.94%) Bash
6 16 (0.94%) Go
7 15 (0.88%) C++
8 14 (0.82%) Data Analysis Expressions
8 14 (0.82%) T-SQL
9 10 (0.59%) TypeScript
10 9 (0.53%) C#
11 8 (0.47%) R
12 7 (0.41%) Groovy
13 6 (0.35%) Bicep
13 6 (0.35%) JavaScript
13 6 (0.35%) Kusto Query Language
14 3 (0.18%) PL/SQL
14 3 (0.18%) VBA
15 2 (0.12%) VBScript
Qualifications
1 215 (12.61%) Security Cleared
2 146 (8.56%) SC Cleared
3 82 (4.81%) DV Cleared
4 77 (4.52%) Degree
5 37 (2.17%) Computer Science Degree
6 25 (1.47%) Azure Certification
7 13 (0.76%) Master's Degree
8 11 (0.65%) BPSS Clearance
8 11 (0.65%) DBS Check
9 6 (0.35%) AWS Certification
9 6 (0.35%) Microsoft Certification
10 2 (0.12%) AWS Certified Solutions Architect
10 2 (0.12%) CITP
11 1 (0.059%) AWS Certified DevOps Engineer
11 1 (0.059%) CISM
11 1 (0.059%) CISSP
11 1 (0.059%) City & Guilds
11 1 (0.059%) SnowPro
Quality Assurance & Compliance
1 294 (17.24%) Data Quality
2 42 (2.46%) GDPR
3 21 (1.23%) QA
4 18 (1.06%) SLA
5 11 (0.65%) Accessibility
6 3 (0.18%) SOC 2
7 1 (0.059%) Actionable Recommendations
7 1 (0.059%) HIPAA
7 1 (0.059%) ISO/IEC 27001
7 1 (0.059%) PCI DSS
System Software
1 71 (4.16%) Docker
2 1 (0.059%) Active Directory
Systems Management
1 150 (8.80%) Terraform
2 36 (2.11%) Kubernetes
3 10 (0.59%) Grafana
4 7 (0.41%) Ansible
5 5 (0.29%) Packer
6 3 (0.18%) Kibana
6 3 (0.18%) Prometheus
7 2 (0.12%) CASB
8 1 (0.059%) Kubeflow
Vendors
1 263 (15.43%) Databricks
2 248 (14.55%) Microsoft
3 41 (2.40%) Google
4 21 (1.23%) Oracle
5 20 (1.17%) Informatica
6 18 (1.06%) Salesforce
7 14 (0.82%) Palantir
8 12 (0.70%) Foundry
8 12 (0.70%) Talend
9 10 (0.59%) SAP
9 10 (0.59%) Typelevel
10 5 (0.29%) BT
10 5 (0.29%) Cloudera
10 5 (0.29%) OpenAI
11 3 (0.18%) Confluent
12 2 (0.12%) iManage
12 2 (0.12%) Intapp
12 2 (0.12%) Planon
12 2 (0.12%) Splunk
13 1 (0.059%) Zoho