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 29 September 2026.

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

6 months to
29 Sep 2026
Same period 2025 Same period 2024
Rank 97 225 186
Rank change year-on-year +128 -39 -53
Permanent jobs requiring a Data Engineer 1,902 595 966
As % of all permanent jobs in England 1.84% 1.39% 1.44%
As % of the Job Titles category 1.97% 1.54% 1.52%
Number of salaries quoted 1,406 449 776
10th Percentile £45,000 £47,400 £40,000
25th Percentile £52,500 £57,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £98,750 £107,500
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -0.82%

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 96,354 38,754 63,738
% of permanent jobs with a recognized job title 93.01% 90.47% 95.21%
Number of salaries quoted 67,687 22,906 37,121
10th Percentile £30,000 £28,250 £30,750
25th Percentile £41,000 £36,250 £40,750
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £59,000 £55,000 £55,000
% change year-on-year +7.27% - -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 29 September 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 29 September 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 +40 621 £82,500 +3.13% 787
North of England +127 573 £65,000 +4.00% 241
North West +110 270 £67,500 +12.50% 128
South East +115 240 £65,000 - 141
Midlands +48 215 £70,000 +3.70% 106
South West +34 197 £70,000 - 79
West Midlands +53 162 £70,000 +7.69% 74
Yorkshire +54 161 £66,805 -1.03% 71
North East +29 142 £60,000 -11.11% 43
East Midlands -20 53 £65,000 -3.70% 32
East of England +1 50 £55,000 +4.76% 53
Data Engineer
UK

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

For the 6 months to 29 September 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.

1 694 (36.49%) SQL
2 623 (32.75%) Python
3 620 (32.60%) Analytics
4 586 (30.81%) Data Pipeline
5 582 (30.60%) Data Engineering
6 507 (26.66%) Azure
7 457 (24.03%) ETL
8 408 (21.45%) Data Modelling
9 373 (19.61%) AI
10 370 (19.45%) AWS
11 366 (19.24%) Data Quality
12 312 (16.40%) CI/CD
13 309 (16.25%) Business Intelligence
14 295 (15.51%) Decision-Making
15 270 (14.20%) Microsoft
16 259 (13.62%) Data Warehouse
16 259 (13.62%) Databricks
17 250 (13.14%) Security Cleared
18 224 (11.78%) Agile
19 209 (10.99%) Problem-Solving
20 190 (9.99%) DevOps
20 190 (9.99%) Power Platform
21 184 (9.67%) Power BI
22 182 (9.57%) Data Science
23 177 (9.31%) Azure Data Factory
24 176 (9.25%) SC Cleared
25 175 (9.20%) Data Governance
26 174 (9.15%) Machine Learning
27 173 (9.10%) PySpark
28 167 (8.78%) Mentoring

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
1 129 (6.78%) Apache Spark
2 119 (6.26%) Apache Airflow
3 109 (5.73%) Apache
4 26 (1.37%) SAS
5 9 (0.47%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 5 (0.26%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.11%) ArcGIS
9 2 (0.11%) Confluence
9 2 (0.11%) Tornado
10 1 (0.053%) GeoServer
10 1 (0.053%) SharePoint
Applications
1 22 (1.16%) Microsoft Excel
2 3 (0.16%) Spreadsheet
3 2 (0.11%) Microsoft PowerPoint
4 1 (0.053%) Microsoft Office
4 1 (0.053%) MS Visio
Business Applications
1 7 (0.37%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.053%) Academy Revenues and Benefits
3 1 (0.053%) FastStats
3 1 (0.053%) NetSuite
Cloud Services
1 507 (26.66%) Azure
2 370 (19.45%) AWS
3 190 (9.99%) Power Platform
4 177 (9.31%) Azure Data Factory
5 160 (8.41%) GCP
6 109 (5.73%) dbt
7 99 (5.21%) Snowflake
8 87 (4.57%) Azure DevOps
9 81 (4.26%) Azure Synapse Analytics
9 81 (4.26%) Serverless
10 65 (3.42%) SaaS
11 62 (3.26%) AWS Lambda
12 50 (2.63%) Amazon S3
13 39 (2.05%) GitHub
14 38 (2.00%) Azure Databricks
15 28 (1.47%) Amazon EMR
16 27 (1.42%) Amazon EC2
17 24 (1.26%) Azure Logic Apps
18 20 (1.05%) GitHub Actions
18 20 (1.05%) Microsoft Purview
Communications & Networking
1 17 (0.89%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 6 (0.32%) Broadband
4 4 (0.21%) Wireless
5 2 (0.11%) Software-Defined Radio
6 1 (0.053%) 4G
6 1 (0.053%) 5G
6 1 (0.053%) Internet
Database & Business Intelligence
1 259 (13.62%) Data Warehouse
2 184 (9.67%) Power BI
3 124 (6.52%) Data Lake
4 105 (5.52%) SQL Server
5 77 (4.05%) Azure SQL Database
5 77 (4.05%) Big Data
6 70 (3.68%) NoSQL
7 64 (3.36%) BigQuery
8 62 (3.26%) Metadata
9 53 (2.79%) Relational Database
10 52 (2.73%) Amazon Redshift
11 51 (2.68%) PostgreSQL
12 48 (2.52%) Delta Lake
13 46 (2.42%) Spark SQL
14 44 (2.31%) SQL Server Integration Services
15 41 (2.16%) Tableau
16 36 (1.89%) Star Schema
17 28 (1.47%) Amazon Athena
17 28 (1.47%) Hadoop
18 27 (1.42%) Elasticsearch
Development Applications
1 124 (6.52%) Git
2 26 (1.37%) Jenkins
3 16 (0.84%) GitLab
4 4 (0.21%) JIRA
4 4 (0.21%) Octopus Deploy
5 3 (0.16%) Bitbucket
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.053%) ERwin
7 1 (0.053%) VSS/SourceSafe
7 1 (0.053%) Yeoman
General
1 219 (11.51%) Social Skills
2 206 (10.83%) Finance
3 169 (8.89%) Analytical Skills
4 118 (6.20%) Public Sector
5 42 (2.21%) Marketing
6 37 (1.95%) Retail
7 33 (1.74%) Inclusion and Diversity
8 22 (1.16%) Law
9 19 (1.00%) Manufacturing
10 13 (0.68%) Advertising
11 12 (0.63%) Health Technology
12 11 (0.58%) Aerospace
13 10 (0.53%) Presentation Skills
14 9 (0.47%) Banking
14 9 (0.47%) Influencing Skills
15 8 (0.42%) Legal
16 7 (0.37%) Automotive
16 7 (0.37%) Military
16 7 (0.37%) Telecoms
17 6 (0.32%) Documentation Skills
Libraries, Frameworks & Software Standards
1 173 (9.10%) PySpark
2 129 (6.78%) Terraform
3 97 (5.10%) Kafka
4 25 (1.31%) REST
5 17 (0.89%) .NET
5 17 (0.89%) Pandas
6 16 (0.84%) JSON
7 14 (0.74%) Apache NiFi
8 12 (0.63%) Keycloak
9 10 (0.53%) AWS CDK
9 10 (0.53%) TensorFlow
10 9 (0.47%) ARM Templates
10 9 (0.47%) PyTorch
11 8 (0.42%) Oracle Fusion
11 8 (0.42%) YAML
12 6 (0.32%) Node.js
12 6 (0.32%) React
12 6 (0.32%) scikit-learn
13 5 (0.26%) FastAPI
13 5 (0.26%) Pulumi
Miscellaneous
1 90 (4.73%) Cloud Native
2 32 (1.68%) Product Ownership
3 31 (1.63%) Onboarding
4 25 (1.31%) Hybrid Cloud
5 21 (1.10%) Data Structures
5 21 (1.10%) Greenfield Project
6 19 (1.00%) Distributed Computing
7 14 (0.74%) AI Agents
7 14 (0.74%) Driving Licence
7 14 (0.74%) NHS
8 13 (0.68%) Distributed Systems
8 13 (0.68%) Legacy Systems
8 13 (0.68%) Marketing Technology
9 12 (0.63%) Hedge funds
9 12 (0.63%) Virtual Team
10 10 (0.53%) Analytical Mindset
10 10 (0.53%) Reference Data
11 9 (0.47%) Educational Technology
11 9 (0.47%) Sports Betting
12 8 (0.42%) Data Fabric
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 620 (32.60%) Analytics
2 586 (30.81%) Data Pipeline
3 582 (30.60%) Data Engineering
4 457 (24.03%) ETL
5 408 (21.45%) Data Modelling
6 373 (19.61%) AI
7 312 (16.40%) CI/CD
8 309 (16.25%) Business Intelligence
9 295 (15.51%) Decision-Making
10 224 (11.78%) Agile
11 209 (10.99%) Problem-Solving
12 190 (9.99%) DevOps
13 182 (9.57%) Data Science
14 175 (9.20%) Data Governance
15 174 (9.15%) Machine Learning
16 167 (8.78%) Mentoring
17 165 (8.68%) Data Architecture
18 149 (7.83%) Data Transformation
19 139 (7.31%) Lakehouse
20 123 (6.47%) Data Integration
Programming Languages
1 694 (36.49%) SQL
2 623 (32.75%) Python
3 70 (3.68%) Java
4 61 (3.21%) Scala
5 30 (1.58%) JavaScript
6 28 (1.47%) C#
7 27 (1.42%) C++
8 24 (1.26%) Data Analysis Expressions
8 24 (1.26%) PowerShell
9 19 (1.00%) T-SQL
10 16 (0.84%) Bash
11 13 (0.68%) Go
12 9 (0.47%) TypeScript
13 7 (0.37%) R
14 6 (0.32%) Groovy
14 6 (0.32%) Kusto Query Language
15 5 (0.26%) Bicep
16 4 (0.21%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.11%) VBScript
Qualifications
1 250 (13.14%) Security Cleared
2 176 (9.25%) SC Cleared
3 87 (4.57%) DV Cleared
4 81 (4.26%) Degree
5 36 (1.89%) Azure Certification
6 26 (1.37%) Computer Science Degree
7 23 (1.21%) BPSS Clearance
8 15 (0.79%) Master's Degree
9 11 (0.58%) Microsoft Certification
10 10 (0.53%) DBS Check
11 7 (0.37%) AWS Certification
12 1 (0.053%) CITP
12 1 (0.053%) CREST Certified
12 1 (0.053%) ICAEW
12 1 (0.053%) PMP
12 1 (0.053%) Postgraduate
12 1 (0.053%) SnowPro
Quality Assurance & Compliance
1 366 (19.24%) Data Quality
2 37 (1.95%) GDPR
3 25 (1.31%) QA
4 24 (1.26%) Accessibility
5 5 (0.26%) SLA
6 4 (0.21%) Actionable Recommendations
7 3 (0.16%) California Consumer Privacy Act
8 2 (0.11%) SOC 2
9 1 (0.053%) Cyber Essentials
9 1 (0.053%) Cyber Essentials PLUS
9 1 (0.053%) IASME
9 1 (0.053%) ISO 9001
9 1 (0.053%) ISO/IEC 27001
System Software
1 67 (3.52%) Docker
Systems Management
1 44 (2.31%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 4 (0.21%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.053%) CASB
Vendors
1 270 (14.20%) Microsoft
2 259 (13.62%) Databricks
3 46 (2.42%) Google
4 20 (1.05%) Salesforce
5 17 (0.89%) Informatica
6 16 (0.84%) Oracle
6 16 (0.84%) SAP
7 12 (0.63%) Talend
8 10 (0.53%) Foundry
8 10 (0.53%) Palantir
9 6 (0.32%) OpenAI
9 6 (0.32%) Workday
10 3 (0.16%) Alteryx
10 3 (0.16%) Cloudera
11 2 (0.11%) SnapLogic
11 2 (0.11%) Splunk
12 1 (0.053%) FactSet
12 1 (0.053%) Mapbox
12 1 (0.053%) Planon
12 1 (0.053%) ServiceNow