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 30 September 2026.

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

6 months to
30 Sep 2026
Same period 2025 Same period 2024
Rank 97 226 187
Rank change year-on-year +129 -39 -54
Permanent jobs requiring a Data Engineer 1,912 602 962
As % of all permanent jobs in England 1.84% 1.40% 1.44%
As % of the Job Titles category 1.98% 1.55% 1.52%
Number of salaries quoted 1,414 455 774
10th Percentile £45,000 £47,200 £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 £98,250 £107,500
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 96,589 38,920 63,413
% of permanent jobs with a recognized job title 92.99% 90.50% 95.21%
Number of salaries quoted 67,795 22,937 36,846
10th Percentile £30,000 £28,250 £30,500
25th Percentile £41,160 £36,250 £40,656
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 30 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 30 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 +38 624 £80,000 - 813
North of England +133 573 £65,000 +4.00% 263
North West +109 270 £67,153 +11.92% 143
South East +119 241 £65,000 +1.96% 155
Midlands +42 219 £70,000 +5.66% 110
South West +36 199 £70,000 - 84
West Midlands +52 165 £70,000 +7.69% 77
Yorkshire +50 161 £66,805 -1.03% 77
North East +31 142 £60,000 -11.11% 44
East Midlands -17 54 £65,000 -3.70% 33
East of England -2 50 £55,000 +4.76% 57
Data Engineer
UK

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

For the 6 months to 30 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.

1 697 (36.45%) SQL
2 626 (32.74%) Analytics
3 625 (32.69%) Python
4 590 (30.86%) Data Pipeline
5 582 (30.44%) Data Engineering
6 510 (26.67%) Azure
7 459 (24.01%) ETL
8 412 (21.55%) Data Modelling
9 377 (19.72%) AI
10 371 (19.40%) AWS
11 368 (19.25%) Data Quality
12 314 (16.42%) CI/CD
13 311 (16.27%) Business Intelligence
14 299 (15.64%) Decision-Making
15 270 (14.12%) Microsoft
16 261 (13.65%) Databricks
17 260 (13.60%) Data Warehouse
18 252 (13.18%) Security Cleared
19 224 (11.72%) Agile
20 211 (11.04%) Problem-Solving
21 192 (10.04%) DevOps
21 192 (10.04%) Power Platform
22 186 (9.73%) Power BI
23 185 (9.68%) Data Science
24 179 (9.36%) Azure Data Factory
25 176 (9.21%) SC Cleared
26 175 (9.15%) Data Governance
26 175 (9.15%) Machine Learning
27 173 (9.05%) PySpark
28 166 (8.68%) 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 (6.75%) Apache Spark
2 119 (6.22%) Apache Airflow
3 109 (5.70%) Apache
4 26 (1.36%) SAS
5 11 (0.58%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 5 (0.26%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.10%) ArcGIS
9 2 (0.10%) Confluence
9 2 (0.10%) Tornado
10 1 (0.052%) GeoServer
10 1 (0.052%) SharePoint
Applications
1 23 (1.20%) Microsoft Excel
2 3 (0.16%) Spreadsheet
3 2 (0.10%) Microsoft PowerPoint
4 1 (0.052%) Microsoft Office
4 1 (0.052%) MS Visio
Business Applications
1 8 (0.42%) Dynamics CRM
2 2 (0.10%) SAP Business One
3 1 (0.052%) Academy Revenues and Benefits
3 1 (0.052%) FastStats
3 1 (0.052%) NetSuite
Cloud Services
1 510 (26.67%) Azure
2 371 (19.40%) AWS
3 192 (10.04%) Power Platform
4 179 (9.36%) Azure Data Factory
5 161 (8.42%) GCP
6 110 (5.75%) dbt
7 99 (5.18%) Snowflake
8 89 (4.65%) Azure DevOps
9 83 (4.34%) Azure Synapse Analytics
10 82 (4.29%) Serverless
11 64 (3.35%) SaaS
12 62 (3.24%) AWS Lambda
13 50 (2.62%) Amazon S3
14 39 (2.04%) GitHub
15 38 (1.99%) Azure Databricks
16 28 (1.46%) Amazon EMR
17 27 (1.41%) Amazon EC2
18 24 (1.26%) Azure Logic Apps
19 20 (1.05%) GitHub Actions
19 20 (1.05%) Microsoft Purview
Communications & Networking
1 17 (0.89%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 6 (0.31%) Broadband
4 4 (0.21%) Wireless
5 2 (0.10%) Software-Defined Radio
6 1 (0.052%) 4G
6 1 (0.052%) 5G
6 1 (0.052%) Internet
Database & Business Intelligence
1 260 (13.60%) Data Warehouse
2 186 (9.73%) Power BI
3 124 (6.49%) Data Lake
4 106 (5.54%) SQL Server
5 78 (4.08%) Azure SQL Database
6 77 (4.03%) Big Data
7 70 (3.66%) NoSQL
8 64 (3.35%) BigQuery
8 64 (3.35%) Metadata
9 53 (2.77%) Relational Database
10 52 (2.72%) Amazon Redshift
11 51 (2.67%) PostgreSQL
12 48 (2.51%) Delta Lake
13 47 (2.46%) Spark SQL
14 44 (2.30%) SQL Server Integration Services
15 41 (2.14%) Tableau
16 36 (1.88%) Star Schema
17 28 (1.46%) Amazon Athena
17 28 (1.46%) Hadoop
18 27 (1.41%) Elasticsearch
Development Applications
1 126 (6.59%) Git
2 26 (1.36%) 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 (0.10%) Claude Code
6 2 (0.10%) Visual Studio
7 1 (0.052%) ERwin
7 1 (0.052%) VSS/SourceSafe
7 1 (0.052%) Yeoman
General
1 220 (11.51%) Social Skills
2 209 (10.93%) Finance
3 173 (9.05%) Analytical Skills
4 118 (6.17%) Public Sector
5 42 (2.20%) Marketing
6 39 (2.04%) Retail
7 34 (1.78%) Inclusion and Diversity
8 22 (1.15%) Law
9 19 (0.99%) Manufacturing
10 13 (0.68%) Advertising
11 12 (0.63%) Health Technology
12 11 (0.58%) Aerospace
13 10 (0.52%) 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 (0.31%) Documentation Skills
Libraries, Frameworks & Software Standards
1 173 (9.05%) PySpark
2 129 (6.75%) Terraform
3 97 (5.07%) Kafka
4 25 (1.31%) REST
5 17 (0.89%) .NET
5 17 (0.89%) Pandas
6 16 (0.84%) JSON
7 14 (0.73%) Apache NiFi
8 12 (0.63%) Keycloak
9 10 (0.52%) AWS CDK
9 10 (0.52%) 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 (0.31%) Node.js
12 6 (0.31%) React
12 6 (0.31%) scikit-learn
13 5 (0.26%) FastAPI
13 5 (0.26%) Pulumi
Miscellaneous
1 90 (4.71%) Cloud Native
2 32 (1.67%) Product Ownership
3 31 (1.62%) Onboarding
4 25 (1.31%) Hybrid Cloud
5 21 (1.10%) Data Structures
5 21 (1.10%) Greenfield Project
6 19 (0.99%) Distributed Computing
7 14 (0.73%) AI Agents
7 14 (0.73%) Driving Licence
7 14 (0.73%) 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 (0.52%) Analytical Mindset
10 10 (0.52%) Reference Data
11 9 (0.47%) Algorithms
11 9 (0.47%) Educational Technology
11 9 (0.47%) Sports Betting
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 626 (32.74%) Analytics
2 590 (30.86%) Data Pipeline
3 582 (30.44%) Data Engineering
4 459 (24.01%) ETL
5 412 (21.55%) Data Modelling
6 377 (19.72%) AI
7 314 (16.42%) CI/CD
8 311 (16.27%) Business Intelligence
9 299 (15.64%) Decision-Making
10 224 (11.72%) Agile
11 211 (11.04%) Problem-Solving
12 192 (10.04%) DevOps
13 185 (9.68%) Data Science
14 175 (9.15%) Data Governance
14 175 (9.15%) Machine Learning
15 166 (8.68%) Mentoring
16 165 (8.63%) Data Architecture
17 149 (7.79%) Data Transformation
18 139 (7.27%) Lakehouse
19 124 (6.49%) Data Integration
Programming Languages
1 697 (36.45%) SQL
2 625 (32.69%) Python
3 70 (3.66%) Java
4 61 (3.19%) Scala
5 30 (1.57%) JavaScript
6 28 (1.46%) C#
7 27 (1.41%) C++
8 24 (1.26%) Data Analysis Expressions
8 24 (1.26%) PowerShell
9 19 (0.99%) T-SQL
10 16 (0.84%) Bash
11 13 (0.68%) Go
12 9 (0.47%) TypeScript
13 7 (0.37%) R
14 6 (0.31%) Groovy
14 6 (0.31%) Kusto Query Language
15 5 (0.26%) Bicep
16 4 (0.21%) PL/SQL
17 3 (0.16%) VBA
18 2 (0.10%) VBScript
Qualifications
1 252 (13.18%) Security Cleared
2 176 (9.21%) SC Cleared
3 88 (4.60%) DV Cleared
4 83 (4.34%) Degree
5 36 (1.88%) Azure Certification
6 27 (1.41%) Computer Science Degree
7 23 (1.20%) BPSS Clearance
8 15 (0.78%) Master's Degree
9 11 (0.58%) Microsoft Certification
10 10 (0.52%) DBS Check
11 7 (0.37%) AWS Certification
12 1 (0.052%) CITP
12 1 (0.052%) CREST Certified
12 1 (0.052%) ICAEW
12 1 (0.052%) PhD
12 1 (0.052%) PMP
12 1 (0.052%) Postgraduate
12 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 368 (19.25%) Data Quality
2 37 (1.94%) 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 (0.10%) SOC 2
9 1 (0.052%) Cyber Essentials
9 1 (0.052%) Cyber Essentials PLUS
9 1 (0.052%) IASME
9 1 (0.052%) ISO 9001
9 1 (0.052%) ISO/IEC 27001
System Software
1 67 (3.50%) Docker
Systems Management
1 44 (2.30%) Kubernetes
2 8 (0.42%) Grafana
3 7 (0.37%) Ansible
4 5 (0.26%) Packer
5 4 (0.21%) Kibana
6 2 (0.10%) Argo
6 2 (0.10%) Prometheus
7 1 (0.052%) CASB
Vendors
1 270 (14.12%) Microsoft
2 261 (13.65%) Databricks
3 46 (2.41%) Google
4 20 (1.05%) Salesforce
5 17 (0.89%) Informatica
5 17 (0.89%) SAP
6 16 (0.84%) Oracle
7 12 (0.63%) Foundry
7 12 (0.63%) Palantir
7 12 (0.63%) Talend
8 6 (0.31%) OpenAI
8 6 (0.31%) Workday
9 3 (0.16%) Alteryx
9 3 (0.16%) Cloudera
10 2 (0.10%) SnapLogic
10 2 (0.10%) Splunk
11 1 (0.052%) Ab Initio
11 1 (0.052%) Bloomberg
11 1 (0.052%) Infor
11 1 (0.052%) Zoho