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 5 October 2026.

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

6 months to
5 Oct 2026
Same period 2025 Same period 2024
Rank 94 228 188
Rank change year-on-year +134 -40 -53
Permanent jobs requiring a Data Engineer 1,908 609 973
As % of all permanent jobs in England 1.84% 1.41% 1.47%
As % of the Job Titles category 1.98% 1.55% 1.54%
Number of salaries quoted 1,389 457 779
10th Percentile £45,000 £47,300 £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 £97,500 £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 96,503 39,188 63,204
% of permanent jobs with a recognized job title 92.87% 90.49% 95.24%
Number of salaries quoted 67,572 23,085 36,554
10th Percentile £30,000 £28,250 £31,000
25th Percentile £41,000 £36,250 £41,250
Median annual salary (50th Percentile) £59,000 £55,000 £55,000
Median % change year-on-year +7.27% - -8.33%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £58,500 £54,824 £55,000
% change year-on-year +6.71% -0.32% -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 5 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 5 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 +39 625 £82,500 +3.13% 942
North of England +139 576 £65,000 +4.00% 352
North West +101 266 £66,750 +11.25% 172
South East +109 237 £65,000 +1.96% 240
Midlands +54 218 £70,000 +7.69% 155
South West +46 197 £70,000 - 127
Yorkshire +45 166 £66,805 -1.03% 107
West Midlands +56 164 £70,000 +9.80% 95
North East +32 144 £60,000 -11.11% 77
East Midlands -19 54 £65,000 -3.70% 60
East of England +1 51 £55,000 -8.33% 98
Data Engineer
UK

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

For the 6 months to 5 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.

1 685 (35.90%) SQL
2 617 (32.34%) Analytics
3 613 (32.13%) Python
4 582 (30.50%) Data Pipeline
5 573 (30.03%) Data Engineering
6 500 (26.21%) Azure
7 448 (23.48%) ETL
8 406 (21.28%) Data Modelling
9 377 (19.76%) AI
10 363 (19.03%) Data Quality
11 360 (18.87%) AWS
12 312 (16.35%) Business Intelligence
13 308 (16.14%) CI/CD
14 298 (15.62%) Decision-Making
15 274 (14.36%) Microsoft
16 256 (13.42%) Security Cleared
17 253 (13.26%) Databricks
18 252 (13.21%) Data Warehouse
19 215 (11.27%) Agile
20 208 (10.90%) Problem-Solving
21 190 (9.96%) Power Platform
22 188 (9.85%) DevOps
23 187 (9.80%) Data Science
24 186 (9.75%) Power BI
25 181 (9.49%) SC Cleared
26 174 (9.12%) Azure Data Factory
27 173 (9.07%) Data Governance
28 171 (8.96%) Machine Learning
29 165 (8.65%) PySpark
30 161 (8.44%) 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 (6.81%) Apache Spark
2 116 (6.08%) Apache Airflow
3 112 (5.87%) Apache
4 26 (1.36%) SAS
5 12 (0.63%) 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%) SharePoint
Applications
1 24 (1.26%) 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
1 500 (26.21%) Azure
2 360 (18.87%) AWS
3 190 (9.96%) Power Platform
4 174 (9.12%) Azure Data Factory
5 157 (8.23%) GCP
6 110 (5.77%) dbt
7 94 (4.93%) Snowflake
8 88 (4.61%) Azure DevOps
9 82 (4.30%) Azure Synapse Analytics
10 81 (4.25%) Serverless
11 63 (3.30%) AWS Lambda
11 63 (3.30%) SaaS
12 51 (2.67%) Amazon S3
13 41 (2.15%) GitHub
14 38 (1.99%) Azure Databricks
15 29 (1.52%) Amazon EMR
16 27 (1.42%) Amazon EC2
17 23 (1.21%) Azure Logic Apps
18 20 (1.05%) GitHub Actions
19 19 (1.00%) Fivetran
Communications & Networking
1 16 (0.84%) Structured Cabling
2 7 (0.37%) Wi-Fi
3 5 (0.26%) 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
1 252 (13.21%) Data Warehouse
2 186 (9.75%) Power BI
3 118 (6.18%) Data Lake
4 103 (5.40%) SQL Server
5 77 (4.04%) Azure SQL Database
6 74 (3.88%) Big Data
7 68 (3.56%) NoSQL
8 64 (3.35%) Metadata
9 63 (3.30%) BigQuery
10 52 (2.73%) PostgreSQL
11 49 (2.57%) Amazon Redshift
11 49 (2.57%) Relational Database
12 48 (2.52%) Delta Lake
13 45 (2.36%) Spark SQL
14 40 (2.10%) SQL Server Integration Services
14 40 (2.10%) Tableau
15 34 (1.78%) Star Schema
16 29 (1.52%) Amazon Athena
17 28 (1.47%) Elasticsearch
18 27 (1.42%) Hadoop
Development Applications
1 127 (6.66%) 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 (11.43%) Social Skills
2 200 (10.48%) Finance
3 166 (8.70%) Analytical Skills
4 117 (6.13%) Public Sector
5 42 (2.20%) Marketing
6 41 (2.15%) Retail
7 35 (1.83%) Inclusion and Diversity
8 23 (1.21%) Law
9 17 (0.89%) Manufacturing
10 14 (0.73%) Aerospace
11 12 (0.63%) Health Technology
12 11 (0.58%) 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
1 165 (8.65%) PySpark
2 123 (6.45%) Terraform
3 94 (4.93%) Kafka
4 25 (1.31%) REST
5 17 (0.89%) .NET
6 16 (0.84%) Apache NiFi
6 16 (0.84%) JSON
7 15 (0.79%) Pandas
8 13 (0.68%) Keycloak
9 11 (0.58%) AWS CDK
10 10 (0.52%) TensorFlow
11 9 (0.47%) PyTorch
12 8 (0.42%) ARM Templates
12 8 (0.42%) Oracle Fusion
12 8 (0.42%) YAML
13 6 (0.31%) Node.js
13 6 (0.31%) React
13 6 (0.31%) scikit-learn
14 5 (0.26%) Apache Avro
14 5 (0.26%) NumPy
Miscellaneous
1 88 (4.61%) Cloud Native
2 32 (1.68%) Onboarding
3 28 (1.47%) Product Ownership
4 26 (1.36%) Hybrid Cloud
5 22 (1.15%) Data Structures
5 22 (1.15%) Distributed Computing
6 20 (1.05%) Greenfield Project
7 16 (0.84%) AI Agents
8 13 (0.68%) Driving Licence
8 13 (0.68%) Legacy Systems
8 13 (0.68%) Marketing Technology
9 12 (0.63%) Hedge funds
9 12 (0.63%) NHS
9 12 (0.63%) Virtual Team
10 11 (0.58%) Distributed Systems
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%) Linux
1 8 (0.42%) Windows
Processes & Methodologies
1 617 (32.34%) Analytics
2 582 (30.50%) Data Pipeline
3 573 (30.03%) Data Engineering
4 448 (23.48%) ETL
5 406 (21.28%) Data Modelling
6 377 (19.76%) AI
7 312 (16.35%) Business Intelligence
8 308 (16.14%) CI/CD
9 298 (15.62%) Decision-Making
10 215 (11.27%) Agile
11 208 (10.90%) Problem-Solving
12 188 (9.85%) DevOps
13 187 (9.80%) Data Science
14 173 (9.07%) Data Governance
15 171 (8.96%) Machine Learning
16 161 (8.44%) Mentoring
17 148 (7.76%) Data Architecture
18 145 (7.60%) Data Transformation
19 135 (7.08%) Lakehouse
20 123 (6.45%) Data Integration
Programming Languages
1 685 (35.90%) SQL
2 613 (32.13%) Python
3 67 (3.51%) Java
4 60 (3.14%) Scala
5 30 (1.57%) JavaScript
6 28 (1.47%) C#
7 27 (1.42%) C++
8 25 (1.31%) Data Analysis Expressions
9 24 (1.26%) 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 (13.42%) Security Cleared
2 181 (9.49%) SC Cleared
3 91 (4.77%) DV Cleared
4 78 (4.09%) Degree
5 38 (1.99%) Azure Certification
6 24 (1.26%) BPSS Clearance
6 24 (1.26%) Computer Science Degree
7 14 (0.73%) Master's Degree
8 13 (0.68%) Microsoft Certification
9 10 (0.52%) DBS Check
10 8 (0.42%) AWS Certification
11 2 (0.10%) PhD
12 1 (0.052%) CREST Certified
12 1 (0.052%) ICAEW
12 1 (0.052%) PMP
12 1 (0.052%) Postgraduate
12 1 (0.052%) SnowPro
Quality Assurance & Compliance
1 363 (19.03%) Data Quality
2 36 (1.89%) 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 (3.62%) Docker
Systems Management
1 44 (2.31%) Kubernetes
2 7 (0.37%) Ansible
2 7 (0.37%) Grafana
3 5 (0.26%) Packer
4 4 (0.21%) Kibana
5 2 (0.10%) Argo
6 1 (0.052%) CASB
6 1 (0.052%) Prometheus
Vendors
1 274 (14.36%) Microsoft
2 253 (13.26%) Databricks
3 47 (2.46%) Google
4 19 (1.00%) Salesforce
5 17 (0.89%) Informatica
5 17 (0.89%) SAP
6 15 (0.79%) Oracle
7 13 (0.68%) Foundry
7 13 (0.68%) Palantir
8 12 (0.63%) Talend
9 7 (0.37%) Workday
10 6 (0.31%) OpenAI
11 3 (0.16%) Alteryx
11 3 (0.16%) Cloudera
12 2 (0.10%) SnapLogic
12 2 (0.10%) Splunk
13 1 (0.052%) Actian
13 1 (0.052%) Cognizant
13 1 (0.052%) FactSet
13 1 (0.052%) ServiceNow