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 27 September 2026.

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

6 months to
27 Sep 2026
Same period 2025 Same period 2024
Rank 99 225 187
Rank change year-on-year +126 -38 -51
Permanent jobs requiring a Data Engineer 1,899 605 981
As % of all permanent jobs in England 1.83% 1.40% 1.45%
As % of the Job Titles category 1.97% 1.54% 1.52%
Number of salaries quoted 1,407 457 786
10th Percentile £45,000 £47,000 £40,000
25th Percentile £52,500 £56,250 £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 £99,250 £107,500
UK median annual salary £70,000 £68,750 £70,000
% change year-on-year +1.82% -1.79% -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 96,283 39,197 64,448
% of permanent jobs with a recognized job title 93.02% 90.45% 95.20%
Number of salaries quoted 67,728 23,386 37,683
10th Percentile £30,000 £28,250 £30,625
25th Percentile £41,000 £36,250 £40,500
Median annual salary (50th Percentile) £59,500 £55,000 £55,000
Median % change year-on-year +8.18% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,589 £55,000 £55,000
% change year-on-year +6.53% - -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 27 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 27 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 +44 614 £80,000 - 811
North of England +137 569 £65,000 +4.00% 248
North West +101 264 £66,805 +11.34% 132
South East +120 243 £65,000 - 141
Midlands +53 216 £70,000 +7.69% 116
South West +34 200 £70,000 - 77
Yorkshire +53 163 £66,805 -1.03% 74
West Midlands +56 162 £70,000 +7.69% 77
North East +31 142 £60,000 -11.11% 43
East Midlands -15 54 £65,000 -3.70% 39
East of England 0 50 £55,000 +4.76% 56
Data Engineer
UK

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

For the 6 months to 27 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 (36.55%) SQL
2 623 (32.81%) Python
3 619 (32.60%) Analytics
4 588 (30.96%) Data Pipeline
5 581 (30.60%) Data Engineering
6 507 (26.70%) Azure
7 455 (23.96%) ETL
8 406 (21.38%) Data Modelling
9 371 (19.54%) AWS
10 369 (19.43%) AI
11 363 (19.12%) Data Quality
12 313 (16.48%) CI/CD
13 312 (16.43%) Business Intelligence
14 294 (15.48%) Decision-Making
15 268 (14.11%) Microsoft
16 260 (13.69%) Databricks
17 258 (13.59%) Data Warehouse
18 249 (13.11%) Security Cleared
19 226 (11.90%) Agile
20 206 (10.85%) Problem-Solving
21 192 (10.11%) Power Platform
22 190 (10.01%) DevOps
23 186 (9.79%) Power BI
24 182 (9.58%) Data Science
25 177 (9.32%) Azure Data Factory
26 175 (9.22%) Data Governance
26 175 (9.22%) SC Cleared
27 174 (9.16%) Machine Learning
28 173 (9.11%) PySpark
29 166 (8.74%) Data Architecture

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
1 128 (6.74%) Apache Spark
2 119 (6.27%) Apache Airflow
3 109 (5.74%) Apache
4 26 (1.37%) SAS
5 8 (0.42%) Oracle Workflow
5 8 (0.42%) Palantir Foundry
6 5 (0.26%) Jupyter
7 4 (0.21%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) Tornado
9 1 (0.053%) GeoServer
9 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 (26.70%) Azure
2 371 (19.54%) AWS
3 192 (10.11%) Power Platform
4 177 (9.32%) Azure Data Factory
5 161 (8.48%) GCP
6 109 (5.74%) dbt
7 100 (5.27%) Snowflake
8 86 (4.53%) Azure DevOps
9 82 (4.32%) Serverless
10 81 (4.27%) Azure Synapse Analytics
11 65 (3.42%) SaaS
12 63 (3.32%) AWS Lambda
13 50 (2.63%) Amazon S3
14 39 (2.05%) Azure Databricks
14 39 (2.05%) GitHub
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 (0.90%) Structured Cabling
2 9 (0.47%) Broadband
3 7 (0.37%) Wi-Fi
4 4 (0.21%) Wireless
5 2 (0.11%) Internet
5 2 (0.11%) Software-Defined Radio
6 1 (0.053%) 4G
6 1 (0.053%) 5G
Database & Business Intelligence
1 258 (13.59%) Data Warehouse
2 186 (9.79%) Power BI
3 126 (6.64%) Data Lake
4 105 (5.53%) SQL Server
5 77 (4.05%) Big Data
6 76 (4.00%) Azure SQL Database
7 70 (3.69%) NoSQL
8 64 (3.37%) BigQuery
9 61 (3.21%) Metadata
10 53 (2.79%) Amazon Redshift
10 53 (2.79%) Relational Database
11 51 (2.69%) PostgreSQL
12 48 (2.53%) Delta Lake
13 46 (2.42%) Spark SQL
14 44 (2.32%) SQL Server Integration Services
15 41 (2.16%) Tableau
16 36 (1.90%) Star Schema
17 28 (1.47%) Amazon Athena
17 28 (1.47%) Hadoop
18 26 (1.37%) Elasticsearch
Development Applications
1 122 (6.42%) 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
1 217 (11.43%) Social Skills
2 203 (10.69%) Finance
3 167 (8.79%) Analytical Skills
4 119 (6.27%) Public Sector
5 42 (2.21%) Marketing
6 37 (1.95%) Retail
7 34 (1.79%) Inclusion and Diversity
8 22 (1.16%) Law
9 20 (1.05%) 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 (9.11%) PySpark
2 129 (6.79%) Terraform
3 97 (5.11%) Kafka
4 25 (1.32%) REST
5 17 (0.90%) .NET
5 17 (0.90%) 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%) NumPy
Miscellaneous
1 90 (4.74%) Cloud Native
2 32 (1.69%) Product Ownership
3 31 (1.63%) Onboarding
4 25 (1.32%) Hybrid Cloud
5 21 (1.11%) Data Structures
5 21 (1.11%) Greenfield Project
6 19 (1.00%) Distributed Computing
7 15 (0.79%) Distributed Systems
8 14 (0.74%) AI Agents
8 14 (0.74%) Driving Licence
8 14 (0.74%) NHS
9 13 (0.68%) Legacy Systems
9 13 (0.68%) Marketing Technology
10 12 (0.63%) Hedge funds
10 12 (0.63%) Virtual Team
11 10 (0.53%) Analytical Mindset
11 10 (0.53%) Reference Data
12 9 (0.47%) Educational Technology
12 9 (0.47%) Sports Betting
13 8 (0.42%) Management Information System
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 619 (32.60%) Analytics
2 588 (30.96%) Data Pipeline
3 581 (30.60%) Data Engineering
4 455 (23.96%) ETL
5 406 (21.38%) Data Modelling
6 369 (19.43%) AI
7 313 (16.48%) CI/CD
8 312 (16.43%) Business Intelligence
9 294 (15.48%) Decision-Making
10 226 (11.90%) Agile
11 206 (10.85%) Problem-Solving
12 190 (10.01%) DevOps
13 182 (9.58%) Data Science
14 175 (9.22%) Data Governance
15 174 (9.16%) Machine Learning
16 166 (8.74%) Data Architecture
16 166 (8.74%) Mentoring
17 150 (7.90%) Data Transformation
18 140 (7.37%) Lakehouse
19 119 (6.27%) Data Integration
Programming Languages
1 694 (36.55%) SQL
2 623 (32.81%) Python
3 70 (3.69%) Java
4 63 (3.32%) Scala
5 30 (1.58%) JavaScript
6 28 (1.47%) C#
7 27 (1.42%) C++
8 25 (1.32%) Data Analysis Expressions
9 24 (1.26%) PowerShell
10 18 (0.95%) T-SQL
11 16 (0.84%) Bash
12 15 (0.79%) Go
13 9 (0.47%) TypeScript
14 7 (0.37%) R
15 6 (0.32%) Groovy
15 6 (0.32%) Kusto Query Language
16 5 (0.26%) Bicep
17 4 (0.21%) PL/SQL
18 3 (0.16%) VBA
19 2 (0.11%) VBScript
Qualifications
1 249 (13.11%) Security Cleared
2 175 (9.22%) SC Cleared
3 87 (4.58%) DV Cleared
4 79 (4.16%) Degree
5 36 (1.90%) Azure Certification
6 24 (1.26%) Computer Science Degree
7 23 (1.21%) BPSS Clearance
8 14 (0.74%) Master's Degree
9 11 (0.58%) Microsoft Certification
10 10 (0.53%) DBS Check
11 7 (0.37%) AWS Certification
12 2 (0.11%) CITP
13 1 (0.053%) CREST Certified
13 1 (0.053%) ICAEW
13 1 (0.053%) PMP
13 1 (0.053%) Postgraduate
13 1 (0.053%) SnowPro
Quality Assurance & Compliance
1 363 (19.12%) Data Quality
2 37 (1.95%) GDPR
3 25 (1.32%) 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 69 (3.63%) Docker
Systems Management
1 44 (2.32%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.053%) CASB
Vendors
1 268 (14.11%) Microsoft
2 260 (13.69%) Databricks
3 46 (2.42%) Google
4 21 (1.11%) Salesforce
5 17 (0.90%) Informatica
6 16 (0.84%) Oracle
6 16 (0.84%) SAP
7 12 (0.63%) Talend
8 9 (0.47%) Foundry
8 9 (0.47%) Palantir
9 6 (0.32%) OpenAI
10 5 (0.26%) Workday
11 3 (0.16%) Alteryx
11 3 (0.16%) Cloudera
12 2 (0.11%) Planon
12 2 (0.11%) SnapLogic
12 2 (0.11%) Splunk
12 2 (0.11%) Typelevel
13 1 (0.053%) Refinitiv
13 1 (0.053%) YouTube