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 7 August 2026.

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

6 months to
7 Aug 2026
Same period 2025 Same period 2024
Rank 91 228 162
Rank change year-on-year +137 -66 -22
Permanent jobs requiring a Data Engineer 1,784 627 1,234
As % of all permanent jobs in England 1.92% 1.44% 1.70%
As % of the Job Titles category 2.03% 1.59% 1.79%
Number of salaries quoted 1,346 483 911
10th Percentile £45,000 £48,000 £40,000
25th Percentile £52,813 £57,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.78%
75th Percentile £85,000 £90,000 £87,500
90th Percentile £96,875 £102,482 £105,000
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 87,680 39,495 68,920
% of permanent jobs with a recognized job title 94.17% 90.66% 94.84%
Number of salaries quoted 61,622 23,904 47,397
10th Percentile £30,000 £28,500 £30,000
25th Percentile £40,000 £37,500 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -8.33%
75th Percentile £75,754 £75,000 £72,500
90th Percentile £97,500 £96,250 £92,500
UK median annual salary £55,000 £55,000 £55,000
% change year-on-year - - -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 7 August 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 7 August 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 +32 602 £80,000 -5.88% 303
North of England +127 474 £70,000 +16.67% 104
South East +144 267 £60,000 -7.69% 118
North West +118 237 £70,000 +3.70% 41
Midlands +65 184 £70,000 +7.69% 56
South West +50 177 £70,000 -6.67% 37
Yorkshire +43 140 £75,000 +25.00% 31
West Midlands +56 131 £70,000 +12.00% 33
North East +22 97 £60,000 -11.11% 33
East of England +14 65 £55,000 -2.22% 16
East Midlands -1 53 £57,500 -14.81% 23
Data Engineer
UK

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

For the 6 months to 7 August 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.

1 638 (35.76%) SQL
2 634 (35.54%) Python
3 589 (33.02%) Data Pipeline
4 580 (32.51%) Analytics
5 523 (29.32%) Data Engineering
6 504 (28.25%) Azure
7 418 (23.43%) ETL
8 387 (21.69%) Data Modelling
9 361 (20.24%) AWS
10 342 (19.17%) AI
11 312 (17.49%) Data Quality
12 294 (16.48%) CI/CD
13 276 (15.47%) Databricks
14 270 (15.13%) Business Intelligence
15 259 (14.52%) Microsoft
16 246 (13.79%) Data Warehouse
17 243 (13.62%) Decision-Making
18 223 (12.50%) Security Cleared
19 220 (12.33%) Agile
20 199 (11.15%) Problem-Solving
21 192 (10.76%) Data Governance
22 186 (10.43%) Machine Learning
23 183 (10.26%) Power Platform
24 176 (9.87%) Power BI
25 173 (9.70%) GCP
26 170 (9.53%) DevOps
27 167 (9.36%) Data Architecture
28 163 (9.14%) Data Science
29 160 (8.97%) Azure Data Factory
30 153 (8.58%) Apache Airflow

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
1 153 (8.58%) Apache Airflow
2 122 (6.84%) Apache Spark
3 107 (6.00%) Apache
4 28 (1.57%) SAS
5 10 (0.56%) Palantir Foundry
6 5 (0.28%) Jupyter
7 3 (0.17%) Luigi
8 2 (0.11%) ArcGIS
8 2 (0.11%) Confluence
8 2 (0.11%) SharePoint
9 1 (0.056%) GeoServer
9 1 (0.056%) Oracle Application Server
9 1 (0.056%) Tornado
Applications
1 18 (1.01%) Microsoft Excel
2 2 (0.11%) Microsoft Office
2 2 (0.11%) Spreadsheet
3 1 (0.056%) Microsoft PowerPoint
Business Applications
1 4 (0.22%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.056%) FastStats
3 1 (0.056%) NetSuite
3 1 (0.056%) Primavera
Cloud Services
1 504 (28.25%) Azure
2 361 (20.24%) AWS
3 183 (10.26%) Power Platform
4 173 (9.70%) GCP
5 160 (8.97%) Azure Data Factory
6 114 (6.39%) dbt
7 108 (6.05%) Snowflake
8 77 (4.32%) Azure Synapse Analytics
9 65 (3.64%) Azure DevOps
10 63 (3.53%) SaaS
11 60 (3.36%) Serverless
12 50 (2.80%) Amazon S3
13 42 (2.35%) AWS Lambda
14 35 (1.96%) GitHub
15 22 (1.23%) Azure Logic Apps
15 22 (1.23%) Dagster
15 22 (1.23%) Fivetran
15 22 (1.23%) Microsoft Purview
16 21 (1.18%) Amazon EMR
16 21 (1.18%) GitHub Actions
Communications & Networking
1 25 (1.40%) Broadband
2 17 (0.95%) Structured Cabling
3 8 (0.45%) Wi-Fi
4 5 (0.28%) DSLAM
5 4 (0.22%) Software-Defined Radio
5 4 (0.22%) Wireless
6 2 (0.11%) 4G
6 2 (0.11%) 5G
6 2 (0.11%) Internet
7 1 (0.056%) Kerberos
Database & Business Intelligence
1 246 (13.79%) Data Warehouse
2 176 (9.87%) Power BI
3 122 (6.84%) SQL Server
4 114 (6.39%) Data Lake
5 78 (4.37%) Big Data
6 71 (3.98%) BigQuery
7 68 (3.81%) Relational Database
8 67 (3.76%) NoSQL
9 64 (3.59%) Amazon Redshift
9 64 (3.59%) Azure SQL Database
10 52 (2.91%) Metadata
11 50 (2.80%) PostgreSQL
12 47 (2.63%) SQL Server Integration Services
13 34 (1.91%) Delta Lake
13 34 (1.91%) Spark SQL
14 33 (1.85%) Star Schema
14 33 (1.85%) Tableau
15 29 (1.63%) Amazon Athena
16 25 (1.40%) MongoDB
16 25 (1.40%) SQL Server Reporting Services
Development Applications
1 104 (5.83%) Git
2 21 (1.18%) Jenkins
3 9 (0.50%) GitLab
4 6 (0.34%) JIRA
5 4 (0.22%) Visual Studio
6 3 (0.17%) Bitbucket
6 3 (0.17%) Visual Studio Code
7 1 (0.056%) ERwin
7 1 (0.056%) Oracle APEX
7 1 (0.056%) Selenium
7 1 (0.056%) VSS/SourceSafe
7 1 (0.056%) Yeoman
General
1 194 (10.87%) Social Skills
2 193 (10.82%) Finance
3 156 (8.74%) Analytical Skills
4 106 (5.94%) Public Sector
5 38 (2.13%) Marketing
6 34 (1.91%) Law
7 30 (1.68%) Inclusion and Diversity
8 25 (1.40%) Retail
9 22 (1.23%) Manufacturing
10 17 (0.95%) Telecoms
11 12 (0.67%) Advertising
11 12 (0.67%) Health Technology
12 11 (0.62%) Banking
13 9 (0.50%) Aerospace
13 9 (0.50%) Military
13 9 (0.50%) Presentation Skills
14 6 (0.34%) Games
15 5 (0.28%) Influencing Skills
15 5 (0.28%) Legal
16 4 (0.22%) Organisational Skills
Libraries, Frameworks & Software Standards
1 137 (7.68%) PySpark
2 108 (6.05%) Kafka
3 20 (1.12%) REST
4 18 (1.01%) Apache NiFi
5 16 (0.90%) JSON
5 16 (0.90%) Pandas
6 12 (0.67%) ARM Templates
7 8 (0.45%) gRPC
8 6 (0.34%) AWS CDK
8 6 (0.34%) Keycloak
8 6 (0.34%) Node.js
8 6 (0.34%) TensorFlow
8 6 (0.34%) XML
8 6 (0.34%) YAML
9 5 (0.28%) PyTorch
9 5 (0.28%) RESTful
10 4 (0.22%) Apache Beam
10 4 (0.22%) FastAPI
10 4 (0.22%) NumPy
10 4 (0.22%) React
Miscellaneous
1 83 (4.65%) Cloud Native
2 28 (1.57%) Onboarding
2 28 (1.57%) Product Ownership
3 23 (1.29%) Data Structures
4 22 (1.23%) Driving Licence
5 20 (1.12%) Distributed Systems
6 19 (1.07%) Distributed Computing
7 18 (1.01%) Greenfield Project
8 14 (0.78%) Hedge funds
9 13 (0.73%) Virtual Team
10 12 (0.67%) Legacy Systems
10 12 (0.67%) NHS
11 11 (0.62%) Analytical Mindset
12 10 (0.56%) Marketing Technology
12 10 (0.56%) Reference Data
12 10 (0.56%) Sports Betting
13 9 (0.50%) AI Agents
13 9 (0.50%) Fibre Optics
13 9 (0.50%) Video\Live Streaming
14 8 (0.45%) Management Information System
Operating Systems
1 11 (0.62%) Linux
2 6 (0.34%) Windows
3 1 (0.056%) Unix
3 1 (0.056%) Windows Server
Processes & Methodologies
1 589 (33.02%) Data Pipeline
2 580 (32.51%) Analytics
3 523 (29.32%) Data Engineering
4 418 (23.43%) ETL
5 387 (21.69%) Data Modelling
6 342 (19.17%) AI
7 294 (16.48%) CI/CD
8 270 (15.13%) Business Intelligence
9 243 (13.62%) Decision-Making
10 220 (12.33%) Agile
11 199 (11.15%) Problem-Solving
12 192 (10.76%) Data Governance
13 186 (10.43%) Machine Learning
14 170 (9.53%) DevOps
15 167 (9.36%) Data Architecture
16 163 (9.14%) Data Science
17 139 (7.79%) Platform Engineering
18 133 (7.46%) Mentoring
19 114 (6.39%) Infrastructure as Code
20 112 (6.28%) Data Integration
Programming Languages
1 638 (35.76%) SQL
2 634 (35.54%) Python
3 61 (3.42%) Scala
4 58 (3.25%) Java
5 23 (1.29%) PowerShell
6 15 (0.84%) Bash
6 15 (0.84%) C++
6 15 (0.84%) Data Analysis Expressions
6 15 (0.84%) Go
6 15 (0.84%) T-SQL
7 11 (0.62%) TypeScript
8 10 (0.56%) C#
9 8 (0.45%) Groovy
10 6 (0.34%) JavaScript
10 6 (0.34%) Kusto Query Language
10 6 (0.34%) R
11 5 (0.28%) Bicep
12 3 (0.17%) PL/SQL
12 3 (0.17%) VBA
13 2 (0.11%) VBScript
Qualifications
1 223 (12.50%) Security Cleared
2 146 (8.18%) SC Cleared
3 89 (4.99%) DV Cleared
4 83 (4.65%) Degree
5 35 (1.96%) Computer Science Degree
6 28 (1.57%) Azure Certification
7 20 (1.12%) BPSS Clearance
8 15 (0.84%) Master's Degree
9 12 (0.67%) DBS Check
10 6 (0.34%) AWS Certification
10 6 (0.34%) Microsoft Certification
11 2 (0.11%) CITP
12 1 (0.056%) AWS Certified DevOps Engineer
12 1 (0.056%) AWS Certified Solutions Architect
12 1 (0.056%) CISM
12 1 (0.056%) CISSP
12 1 (0.056%) City & Guilds
12 1 (0.056%) ICAEW
12 1 (0.056%) SnowPro
Quality Assurance & Compliance
1 312 (17.49%) Data Quality
2 42 (2.35%) GDPR
3 22 (1.23%) QA
4 16 (0.90%) Accessibility
5 15 (0.84%) SLA
6 3 (0.17%) Actionable Recommendations
6 3 (0.17%) SOC 2
7 1 (0.056%) HIPAA
7 1 (0.056%) PCI DSS
System Software
1 78 (4.37%) Docker
2 1 (0.056%) Active Directory
Systems Management
1 153 (8.58%) Terraform
2 40 (2.24%) Kubernetes
3 9 (0.50%) Grafana
4 8 (0.45%) Ansible
5 5 (0.28%) Packer
6 3 (0.17%) Kibana
7 2 (0.11%) CASB
7 2 (0.11%) Prometheus
8 1 (0.056%) Argo
Vendors
1 276 (15.47%) Databricks
2 259 (14.52%) Microsoft
3 49 (2.75%) Google
4 18 (1.01%) Oracle
4 18 (1.01%) Salesforce
5 17 (0.95%) Informatica
6 15 (0.84%) Palantir
7 13 (0.73%) Foundry
8 12 (0.67%) SAP
9 11 (0.62%) Talend
10 8 (0.45%) Typelevel
11 5 (0.28%) BT
11 5 (0.28%) OpenAI
12 4 (0.22%) Cloudera
13 3 (0.17%) Alteryx
13 3 (0.17%) Confluent
14 2 (0.11%) iManage
14 2 (0.11%) Intapp
14 2 (0.11%) Planon
14 2 (0.11%) Splunk