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 3 October 2026.

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

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 95 226 184
Rank change year-on-year +131 -42 -53
Permanent jobs requiring a Data Engineer 1,914 611 966
As % of all permanent jobs in England 1.84% 1.41% 1.45%
As % of the Job Titles category 1.98% 1.56% 1.52%
Number of salaries quoted 1,402 459 778
10th Percentile £45,000 £47,000 £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 £97,750 £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 96,605 39,114 63,371
% of permanent jobs with a recognized job title 92.90% 90.49% 95.22%
Number of salaries quoted 67,796 23,044 36,767
10th Percentile £30,000 £28,250 £31,000
25th Percentile £41,000 £36,250 £41,250
Median annual salary (50th Percentile) £59,250 £55,000 £55,000
Median % change year-on-year +7.73% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,500 £55,000 £55,000
% change year-on-year +6.36% - -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 3 October 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 3 October 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 +38 626 £80,000 - 963
North of England +129 576 £65,000 +4.00% 322
North West +108 269 £66,778 +11.30% 168
South East +116 241 £65,000 +1.96% 216
Midlands +56 219 £70,000 +5.66% 142
South West +39 198 £70,000 - 105
West Midlands +53 164 £70,000 +7.69% 88
Yorkshire +47 163 £66,805 -1.03% 93
North East +32 144 £60,000 -11.11% 63
East Midlands -16 55 £65,000 -3.70% 54
East of England -7 50 £55,000 -2.22% 75
Data Engineer
UK

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

For the 6 months to 3 October 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.

1 691 (36.10%) SQL
2 623 (32.55%) Analytics
3 617 (32.24%) Python
4 588 (30.72%) Data Pipeline
5 575 (30.04%) Data Engineering
6 505 (26.38%) Azure
7 456 (23.82%) ETL
8 406 (21.21%) Data Modelling
9 375 (19.59%) AI
10 365 (19.07%) AWS
11 363 (18.97%) Data Quality
12 313 (16.35%) Business Intelligence
13 308 (16.09%) CI/CD
14 303 (15.83%) Decision-Making
15 276 (14.42%) Microsoft
16 256 (13.38%) Data Warehouse
16 256 (13.38%) Security Cleared
17 255 (13.32%) Databricks
18 219 (11.44%) Agile
19 207 (10.82%) Problem-Solving
20 191 (9.98%) Power Platform
21 189 (9.87%) DevOps
22 187 (9.77%) Data Science
23 186 (9.72%) Power BI
24 180 (9.40%) SC Cleared
25 175 (9.14%) Azure Data Factory
26 173 (9.04%) Data Governance
26 173 (9.04%) Machine Learning
27 168 (8.78%) PySpark
28 162 (8.46%) 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
1 130 (6.79%) Apache Spark
2 118 (6.17%) Apache Airflow
3 112 (5.85%) Apache
4 26 (1.36%) SAS
5 11 (0.57%) 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%) Tornado
10 1 (0.052%) Confluence
10 1 (0.052%) GeoServer
10 1 (0.052%) SharePoint
Applications
1 24 (1.25%) Microsoft Excel
2 4 (0.21%) 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
1 505 (26.38%) Azure
2 365 (19.07%) AWS
3 191 (9.98%) Power Platform
4 175 (9.14%) Azure Data Factory
5 159 (8.31%) GCP
6 110 (5.75%) dbt
7 95 (4.96%) Snowflake
8 88 (4.60%) Azure DevOps
9 81 (4.23%) Serverless
10 80 (4.18%) Azure Synapse Analytics
11 63 (3.29%) SaaS
12 62 (3.24%) AWS Lambda
13 50 (2.61%) Amazon S3
14 40 (2.09%) GitHub
15 38 (1.99%) Azure Databricks
16 29 (1.52%) Amazon EMR
17 27 (1.41%) Amazon EC2
18 24 (1.25%) Azure Logic Apps
19 19 (0.99%) Fivetran
19 19 (0.99%) Microsoft Purview
Communications & Networking
1 16 (0.84%) 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%) DNS
6 1 (0.052%) HTTP
6 1 (0.052%) HTTPS
6 1 (0.052%) Internet
6 1 (0.052%) TCP/IP
6 1 (0.052%) tcpdump
6 1 (0.052%) Wireshark
Database & Business Intelligence
1 256 (13.38%) Data Warehouse
2 186 (9.72%) Power BI
3 119 (6.22%) Data Lake
4 105 (5.49%) SQL Server
5 77 (4.02%) Azure SQL Database
6 75 (3.92%) Big Data
7 70 (3.66%) NoSQL
8 63 (3.29%) BigQuery
8 63 (3.29%) Metadata
9 52 (2.72%) PostgreSQL
9 52 (2.72%) Relational Database
10 50 (2.61%) Amazon Redshift
11 47 (2.46%) Delta Lake
12 45 (2.35%) Spark SQL
13 41 (2.14%) SQL Server Integration Services
13 41 (2.14%) Tableau
14 35 (1.83%) Star Schema
15 29 (1.52%) Amazon Athena
16 28 (1.46%) Elasticsearch
16 28 (1.46%) Hadoop
Development Applications
1 126 (6.58%) Git
2 26 (1.36%) Jenkins
3 17 (0.89%) GitLab
4 4 (0.21%) Octopus Deploy
5 3 (0.16%) Bitbucket
5 3 (0.16%) JIRA
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%) SQL Server Management Studio (SSMS)
7 1 (0.052%) VSS/SourceSafe
7 1 (0.052%) Yeoman
General
1 218 (11.39%) Social Skills
2 202 (10.55%) Finance
3 167 (8.73%) Analytical Skills
4 119 (6.22%) Public Sector
5 42 (2.19%) Marketing
6 41 (2.14%) Retail
7 36 (1.88%) Inclusion and Diversity
8 23 (1.20%) Law
9 18 (0.94%) Manufacturing
10 13 (0.68%) Aerospace
11 12 (0.63%) Health Technology
12 11 (0.57%) Advertising
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%) Telecoms
17 6 (0.31%) Games
17 6 (0.31%) Military
Libraries, Frameworks & Software Standards
1 168 (8.78%) PySpark
2 125 (6.53%) Terraform
3 97 (5.07%) Kafka
4 25 (1.31%) REST
5 17 (0.89%) .NET
5 17 (0.89%) JSON
6 16 (0.84%) Apache NiFi
6 16 (0.84%) Pandas
7 13 (0.68%) Keycloak
8 10 (0.52%) AWS CDK
8 10 (0.52%) TensorFlow
9 9 (0.47%) PyTorch
10 8 (0.42%) ARM Templates
10 8 (0.42%) Oracle Fusion
10 8 (0.42%) YAML
11 6 (0.31%) Node.js
11 6 (0.31%) React
11 6 (0.31%) scikit-learn
12 5 (0.26%) Apache Avro
12 5 (0.26%) FastAPI
Miscellaneous
1 90 (4.70%) Cloud Native
2 32 (1.67%) Onboarding
3 28 (1.46%) Product Ownership
4 26 (1.36%) Hybrid Cloud
5 22 (1.15%) Data Structures
6 21 (1.10%) Distributed Computing
7 20 (1.04%) Greenfield Project
8 15 (0.78%) AI Agents
9 13 (0.68%) Driving Licence
9 13 (0.68%) Legacy Systems
9 13 (0.68%) Marketing Technology
10 12 (0.63%) Distributed Systems
10 12 (0.63%) Hedge funds
10 12 (0.63%) NHS
10 12 (0.63%) Virtual Team
11 10 (0.52%) Reference Data
12 9 (0.47%) Algorithms
12 9 (0.47%) Analytical Mindset
12 9 (0.47%) Educational Technology
13 8 (0.42%) Data Fabric
Operating Systems
1 8 (0.42%) Windows
2 7 (0.37%) Linux
Processes & Methodologies
1 623 (32.55%) Analytics
2 588 (30.72%) Data Pipeline
3 575 (30.04%) Data Engineering
4 456 (23.82%) ETL
5 406 (21.21%) Data Modelling
6 375 (19.59%) AI
7 313 (16.35%) Business Intelligence
8 308 (16.09%) CI/CD
9 303 (15.83%) Decision-Making
10 219 (11.44%) Agile
11 207 (10.82%) Problem-Solving
12 189 (9.87%) DevOps
13 187 (9.77%) Data Science
14 173 (9.04%) Data Governance
14 173 (9.04%) Machine Learning
15 162 (8.46%) Mentoring
16 156 (8.15%) Data Architecture
17 148 (7.73%) Data Transformation
18 137 (7.16%) Lakehouse
19 126 (6.58%) Data Integration
Programming Languages
1 691 (36.10%) SQL
2 617 (32.24%) Python
3 69 (3.61%) Java
4 60 (3.13%) Scala
5 30 (1.57%) JavaScript
6 28 (1.46%) C#
7 27 (1.41%) C++
8 25 (1.31%) Data Analysis Expressions
9 24 (1.25%) PowerShell
10 17 (0.89%) T-SQL
11 16 (0.84%) Bash
12 13 (0.68%) Go
13 9 (0.47%) TypeScript
14 8 (0.42%) R
15 6 (0.31%) Groovy
15 6 (0.31%) Kusto Query Language
16 5 (0.26%) Bicep
17 4 (0.21%) PL/SQL
18 3 (0.16%) VBA
19 2 (0.10%) VBScript
Qualifications
1 256 (13.38%) Security Cleared
2 180 (9.40%) SC Cleared
3 92 (4.81%) DV Cleared
4 80 (4.18%) Degree
5 39 (2.04%) Azure Certification
6 25 (1.31%) Computer Science Degree
7 24 (1.25%) BPSS Clearance
8 14 (0.73%) Master's Degree
9 12 (0.63%) Microsoft Certification
10 10 (0.52%) DBS Check
11 8 (0.42%) AWS Certification
12 2 (0.10%) PhD
13 1 (0.052%) CITP
13 1 (0.052%) CREST Certified
13 1 (0.052%) ICAEW
13 1 (0.052%) PMP
13 1 (0.052%) Postgraduate
13 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 363 (18.97%) Data Quality
2 36 (1.88%) GDPR
3 26 (1.36%) QA
4 25 (1.31%) Accessibility
5 4 (0.21%) Actionable Recommendations
6 3 (0.16%) California Consumer Privacy Act
6 3 (0.16%) SLA
7 2 (0.10%) SOC 2
8 1 (0.052%) Cyber Essentials
8 1 (0.052%) Cyber Essentials PLUS
8 1 (0.052%) IASME
8 1 (0.052%) ISO 9001
8 1 (0.052%) ISO/IEC 27001
System Software
1 69 (3.61%) 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
1 276 (14.42%) Microsoft
2 255 (13.32%) Databricks
3 47 (2.46%) Google
4 20 (1.04%) 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%) Cognizant
11 1 (0.052%) Infor