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 9 October 2026.

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

6 months to
9 Oct 2026
Same period 2025 Same period 2024
Rank 102 227 183
Rank change year-on-year +125 -44 -44
Permanent jobs requiring a Data Engineer 1,892 609 963
As % of all permanent jobs in England 1.82% 1.40% 1.48%
As % of the Job Titles category 1.97% 1.55% 1.56%
Number of salaries quoted 1,369 460 775
10th Percentile £45,000 £46,975 £40,000
25th Percentile £52,500 £57,500 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £85,000 £85,000 £90,000
90th Percentile £100,000 £97,500 £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 96,140 39,294 61,877
% of permanent jobs with a recognized job title 92.71% 90.57% 95.23%
Number of salaries quoted 67,276 23,232 35,571
10th Percentile £30,000 £28,019 £31,250
25th Percentile £41,000 £35,828 £41,250
Median annual salary (50th Percentile) £59,000 £55,000 £55,235
Median % change year-on-year +7.27% -0.42% -7.94%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,210 £53,688 £55,000
% change year-on-year +8.42% -2.39% -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 9 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 9 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 +41 622 £82,500 +3.13% 872
North of England +127 571 £65,000 +4.00% 261
North West +105 259 £66,750 +11.25% 136
South East +112 231 £65,000 +4.00% 144
Midlands +55 219 £70,000 +7.69% 98
South West +45 196 £70,000 -1.75% 77
Yorkshire +52 166 £66,805 -1.03% 73
West Midlands +55 164 £70,000 +14.29% 63
North East +34 146 £60,000 -11.11% 52
East Midlands -11 55 £65,000 -3.70% 33
East of England -3 52 £55,000 -22.81% 43
Data Engineer
UK

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

For the 6 months to 9 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.

1 689 (36.42%) SQL
2 623 (32.93%) Analytics
3 608 (32.14%) Python
4 580 (30.66%) Data Pipeline
5 570 (30.13%) Data Engineering
6 499 (26.37%) Azure
7 445 (23.52%) ETL
8 415 (21.93%) Data Modelling
9 374 (19.77%) AI
10 369 (19.50%) Data Quality
11 361 (19.08%) AWS
12 313 (16.54%) Business Intelligence
13 310 (16.38%) CI/CD
14 299 (15.80%) Decision-Making
15 275 (14.53%) Microsoft
16 258 (13.64%) Security Cleared
17 251 (13.27%) Data Warehouse
18 248 (13.11%) Databricks
19 216 (11.42%) Agile
20 209 (11.05%) Problem-Solving
21 192 (10.15%) Power Platform
22 189 (9.99%) DevOps
23 188 (9.94%) Power BI
24 187 (9.88%) Data Science
25 184 (9.73%) SC Cleared
26 177 (9.36%) Data Governance
27 174 (9.20%) Azure Data Factory
27 174 (9.20%) Machine Learning
28 166 (8.77%) PySpark
29 157 (8.30%) GCP

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 (6.82%) Apache Spark
2 117 (6.18%) Apache Airflow
3 111 (5.87%) Apache
4 26 (1.37%) SAS
5 13 (0.69%) Palantir Foundry
6 8 (0.42%) Oracle Workflow
7 6 (0.32%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.11%) ArcGIS
9 2 (0.11%) Tornado
10 1 (0.053%) Confluence
10 1 (0.053%) SharePoint
Applications
1 24 (1.27%) Microsoft Excel
2 4 (0.21%) Spreadsheet
3 3 (0.16%) Microsoft PowerPoint
4 1 (0.053%) Microsoft Office
4 1 (0.053%) MS Visio
Business Applications
1 9 (0.48%) 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
1 499 (26.37%) Azure
2 361 (19.08%) AWS
3 192 (10.15%) Power Platform
4 174 (9.20%) Azure Data Factory
5 157 (8.30%) GCP
6 110 (5.81%) dbt
7 94 (4.97%) Snowflake
8 89 (4.70%) Azure DevOps
9 83 (4.39%) Azure Synapse Analytics
10 79 (4.18%) Serverless
11 64 (3.38%) SaaS
12 61 (3.22%) AWS Lambda
13 50 (2.64%) Amazon S3
14 42 (2.22%) GitHub
15 38 (2.01%) Azure Databricks
16 29 (1.53%) Amazon EC2
16 29 (1.53%) Amazon EMR
17 22 (1.16%) Azure Logic Apps
18 21 (1.11%) GitHub Actions
19 19 (1.00%) Microsoft Purview
Communications & Networking
1 16 (0.85%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 4 (0.21%) Broadband
3 4 (0.21%) Wireless
4 2 (0.11%) Software-Defined Radio
5 1 (0.053%) 4G
5 1 (0.053%) 5G
5 1 (0.053%) DNS
5 1 (0.053%) HTTP
5 1 (0.053%) HTTPS
5 1 (0.053%) TCP/IP
5 1 (0.053%) tcpdump
5 1 (0.053%) Wireshark
Database & Business Intelligence
1 251 (13.27%) Data Warehouse
2 188 (9.94%) Power BI
3 116 (6.13%) Data Lake
4 103 (5.44%) SQL Server
5 79 (4.18%) Azure SQL Database
6 70 (3.70%) Big Data
7 69 (3.65%) Metadata
7 69 (3.65%) NoSQL
8 63 (3.33%) BigQuery
9 50 (2.64%) PostgreSQL
10 49 (2.59%) Delta Lake
11 48 (2.54%) Amazon Redshift
12 46 (2.43%) Relational Database
13 45 (2.38%) Spark SQL
14 40 (2.11%) Tableau
15 39 (2.06%) SQL Server Integration Services
16 33 (1.74%) Star Schema
17 30 (1.59%) Amazon Athena
18 27 (1.43%) Elasticsearch
18 27 (1.43%) Semantic Layer
Development Applications
1 126 (6.66%) Git
2 27 (1.43%) Jenkins
3 17 (0.90%) 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 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.053%) ERwin
7 1 (0.053%) SQL Server Management Studio (SSMS)
7 1 (0.053%) VSS/SourceSafe
7 1 (0.053%) Yeoman
General
1 222 (11.73%) Social Skills
2 203 (10.73%) Finance
3 172 (9.09%) Analytical Skills
4 118 (6.24%) Public Sector
5 42 (2.22%) Retail
6 36 (1.90%) Marketing
7 34 (1.80%) Inclusion and Diversity
8 22 (1.16%) Law
9 17 (0.90%) Manufacturing
10 16 (0.85%) Aerospace
11 11 (0.58%) Advertising
11 11 (0.58%) Health Technology
12 10 (0.53%) Banking
12 10 (0.53%) Presentation Skills
13 9 (0.48%) Influencing Skills
14 8 (0.42%) Legal
15 7 (0.37%) Automotive
15 7 (0.37%) Telecoms
16 6 (0.32%) Games
16 6 (0.32%) Military
Libraries, Frameworks & Software Standards
1 166 (8.77%) PySpark
2 121 (6.40%) Terraform
3 90 (4.76%) Kafka
4 23 (1.22%) REST
5 17 (0.90%) .NET
6 16 (0.85%) Apache NiFi
7 15 (0.79%) Pandas
8 14 (0.74%) JSON
9 13 (0.69%) Keycloak
10 11 (0.58%) AWS CDK
11 10 (0.53%) TensorFlow
12 9 (0.48%) PyTorch
13 8 (0.42%) Oracle Fusion
14 7 (0.37%) ARM Templates
14 7 (0.37%) React
14 7 (0.37%) YAML
15 6 (0.32%) Node.js
15 6 (0.32%) NumPy
15 6 (0.32%) scikit-learn
16 5 (0.26%) Apache Avro
Miscellaneous
1 89 (4.70%) Cloud Native
2 32 (1.69%) Onboarding
3 28 (1.48%) Product Ownership
4 26 (1.37%) Hybrid Cloud
5 25 (1.32%) Data Structures
6 24 (1.27%) Distributed Computing
7 20 (1.06%) Greenfield Project
8 16 (0.85%) AI Agents
9 13 (0.69%) Driving Licence
9 13 (0.69%) Legacy Systems
10 12 (0.63%) Hedge funds
10 12 (0.63%) Virtual Team
11 11 (0.58%) Distributed Systems
11 11 (0.58%) NHS
12 10 (0.53%) Reference Data
13 9 (0.48%) Analytical Mindset
13 9 (0.48%) Data Fabric
13 9 (0.48%) Educational Technology
14 8 (0.42%) Algorithms
14 8 (0.42%) Blog
Operating Systems
1 9 (0.48%) Linux
1 9 (0.48%) Windows
Processes & Methodologies
1 623 (32.93%) Analytics
2 580 (30.66%) Data Pipeline
3 570 (30.13%) Data Engineering
4 445 (23.52%) ETL
5 415 (21.93%) Data Modelling
6 374 (19.77%) AI
7 313 (16.54%) Business Intelligence
8 310 (16.38%) CI/CD
9 299 (15.80%) Decision-Making
10 216 (11.42%) Agile
11 209 (11.05%) Problem-Solving
12 189 (9.99%) DevOps
13 187 (9.88%) Data Science
14 177 (9.36%) Data Governance
15 174 (9.20%) Machine Learning
16 156 (8.25%) Mentoring
17 147 (7.77%) Data Architecture
18 146 (7.72%) Data Transformation
19 134 (7.08%) Lakehouse
20 122 (6.45%) Validation
Programming Languages
1 689 (36.42%) SQL
2 608 (32.14%) Python
3 66 (3.49%) Java
4 59 (3.12%) Scala
5 30 (1.59%) JavaScript
6 28 (1.48%) C#
7 27 (1.43%) C++
8 25 (1.32%) Data Analysis Expressions
9 24 (1.27%) PowerShell
10 18 (0.95%) T-SQL
11 16 (0.85%) Bash
12 13 (0.69%) Go
13 9 (0.48%) TypeScript
14 8 (0.42%) 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
1 258 (13.64%) Security Cleared
2 184 (9.73%) SC Cleared
3 89 (4.70%) DV Cleared
4 81 (4.28%) Degree
5 38 (2.01%) Azure Certification
6 24 (1.27%) BPSS Clearance
6 24 (1.27%) Computer Science Degree
7 16 (0.85%) Master's Degree
8 14 (0.74%) Microsoft Certification
9 10 (0.53%) DBS Check
10 8 (0.42%) AWS Certification
11 2 (0.11%) PhD
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
1 369 (19.50%) Data Quality
2 34 (1.80%) GDPR
3 25 (1.32%) Accessibility
3 25 (1.32%) QA
4 4 (0.21%) Actionable Recommendations
5 3 (0.16%) California Consumer Privacy Act
5 3 (0.16%) SLA
6 2 (0.11%) SOC 2
7 1 (0.053%) Cyber Essentials
7 1 (0.053%) Cyber Essentials PLUS
7 1 (0.053%) IASME
7 1 (0.053%) ISO 9001
7 1 (0.053%) ISO/IEC 27001
System Software
1 70 (3.70%) Docker
Systems Management
1 45 (2.38%) Kubernetes
2 8 (0.42%) Ansible
3 7 (0.37%) Grafana
4 6 (0.32%) Packer
5 4 (0.21%) Kibana
6 2 (0.11%) Argo
7 1 (0.053%) CASB
7 1 (0.053%) Prometheus
Vendors
1 275 (14.53%) Microsoft
2 248 (13.11%) Databricks
3 47 (2.48%) Google
4 18 (0.95%) SAP
5 17 (0.90%) Informatica
6 15 (0.79%) Oracle
7 14 (0.74%) Foundry
7 14 (0.74%) Palantir
8 13 (0.69%) Salesforce
9 12 (0.63%) Talend
10 7 (0.37%) Workday
11 6 (0.32%) OpenAI
12 3 (0.16%) Alteryx
12 3 (0.16%) Cloudera
13 2 (0.11%) SnapLogic
14 1 (0.053%) Actian
14 1 (0.053%) Domo
14 1 (0.053%) FactSet
14 1 (0.053%) ServiceNow
14 1 (0.053%) YouTube