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 16 September 2026.

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

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 94 226 184
Rank change year-on-year +132 -42 -53
Permanent jobs requiring a Data Engineer 1,865 604 1,011
As % of all permanent jobs in England 1.85% 1.40% 1.47%
As % of the Job Titles category 1.98% 1.55% 1.55%
Number of salaries quoted 1,397 459 807
10th Percentile £45,000 £47,500 £40,000
25th Percentile £52,500 £56,875 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £85,000 £85,000 £87,500
90th Percentile £100,000 £99,000 £107,500
UK median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% -3.45%

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 94,011 39,021 65,407
% of permanent jobs with a recognized job title 93.41% 90.42% 95.19%
Number of salaries quoted 66,359 23,411 39,739
10th Percentile £30,000 £28,300 £30,000
25th Percentile £40,500 £36,250 £40,000
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 £93,750
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 16 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 16 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 +46 600 £85,000 +6.25% 981
North of England +125 559 £65,000 - 298
North West +109 254 £66,805 +11.34% 165
South East +122 247 £63,750 -1.92% 202
Midlands +66 203 £70,000 +5.66% 130
South West +43 193 £70,000 - 95
Yorkshire +58 167 £66,805 -1.03% 93
West Midlands +55 151 £70,000 +7.69% 89
North East +32 138 £60,000 -11.11% 40
East of England +1 55 £55,500 +5.71% 74
East Midlands -8 52 £50,000 -25.93% 41
Data Engineer
UK

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

For the 6 months to 16 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.

1 675 (36.19%) SQL
2 618 (33.14%) Analytics
3 615 (32.98%) Python
4 578 (30.99%) Data Pipeline
5 573 (30.72%) Data Engineering
6 503 (26.97%) Azure
7 442 (23.70%) ETL
8 387 (20.75%) Data Modelling
9 371 (19.89%) AWS
10 368 (19.73%) AI
11 355 (19.03%) Data Quality
12 308 (16.51%) CI/CD
13 304 (16.30%) Business Intelligence
14 299 (16.03%) Decision-Making
15 265 (14.21%) Microsoft
16 259 (13.89%) Databricks
17 251 (13.46%) Data Warehouse
18 244 (13.08%) Security Cleared
19 229 (12.28%) Agile
20 201 (10.78%) Problem-Solving
21 192 (10.29%) DevOps
22 189 (10.13%) Power Platform
23 184 (9.87%) Data Science
24 183 (9.81%) Power BI
25 180 (9.65%) Machine Learning
26 176 (9.44%) Data Governance
27 172 (9.22%) Azure Data Factory
28 169 (9.06%) SC Cleared
29 168 (9.01%) Data Architecture
30 163 (8.74%) PySpark

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
1 124 (6.65%) Apache Spark
2 118 (6.33%) Apache Airflow
3 106 (5.68%) Apache
4 26 (1.39%) SAS
5 9 (0.48%) Palantir Foundry
6 8 (0.43%) Oracle Workflow
7 5 (0.27%) Jupyter
8 4 (0.21%) Luigi
9 2 (0.11%) ArcGIS
9 2 (0.11%) Confluence
9 2 (0.11%) Tornado
10 1 (0.054%) GeoServer
10 1 (0.054%) SharePoint
Applications
1 21 (1.13%) Microsoft Excel
2 2 (0.11%) Spreadsheet
3 1 (0.054%) Microsoft Office
3 1 (0.054%) Microsoft PowerPoint
3 1 (0.054%) MS Visio
Business Applications
1 6 (0.32%) Dynamics CRM
2 2 (0.11%) SAP Business One
3 1 (0.054%) Academy Revenues and Benefits
3 1 (0.054%) FastStats
3 1 (0.054%) NetSuite
Cloud Services
1 503 (26.97%) Azure
2 371 (19.89%) AWS
3 189 (10.13%) Power Platform
4 172 (9.22%) Azure Data Factory
5 159 (8.53%) GCP
6 103 (5.52%) dbt
7 95 (5.09%) Snowflake
8 83 (4.45%) Azure DevOps
9 80 (4.29%) Azure Synapse Analytics
9 80 (4.29%) Serverless
10 64 (3.43%) SaaS
11 61 (3.27%) AWS Lambda
12 49 (2.63%) Amazon S3
13 39 (2.09%) GitHub
14 34 (1.82%) Azure Databricks
15 29 (1.55%) Amazon EMR
16 27 (1.45%) Amazon EC2
17 25 (1.34%) Azure Logic Apps
18 22 (1.18%) Fivetran
19 21 (1.13%) GitHub Actions
Communications & Networking
1 18 (0.97%) Structured Cabling
2 9 (0.48%) Broadband
3 7 (0.38%) Wi-Fi
4 4 (0.21%) Software-Defined Radio
4 4 (0.21%) Wireless
5 2 (0.11%) Internet
6 1 (0.054%) 4G
6 1 (0.054%) 5G
Database & Business Intelligence
1 251 (13.46%) Data Warehouse
2 183 (9.81%) Power BI
3 122 (6.54%) Data Lake
4 111 (5.95%) SQL Server
5 75 (4.02%) Big Data
6 74 (3.97%) Azure SQL Database
7 72 (3.86%) NoSQL
8 63 (3.38%) BigQuery
9 57 (3.06%) Metadata
9 57 (3.06%) Relational Database
10 53 (2.84%) Amazon Redshift
11 50 (2.68%) PostgreSQL
12 48 (2.57%) Spark SQL
13 43 (2.31%) SQL Server Integration Services
14 42 (2.25%) Tableau
15 41 (2.20%) Delta Lake
16 35 (1.88%) Star Schema
17 27 (1.45%) Amazon Athena
18 26 (1.39%) Hadoop
18 26 (1.39%) SQL Server Reporting Services
Development Applications
1 117 (6.27%) Git
2 25 (1.34%) Jenkins
3 11 (0.59%) GitLab
4 4 (0.21%) JIRA
5 3 (0.16%) Bitbucket
5 3 (0.16%) Octopus Deploy
5 3 (0.16%) Visual Studio Code
6 2 (0.11%) Claude Code
6 2 (0.11%) Visual Studio
7 1 (0.054%) ERwin
7 1 (0.054%) Selenium
7 1 (0.054%) VSS/SourceSafe
7 1 (0.054%) Yeoman
General
1 208 (11.15%) Social Skills
2 198 (10.62%) Finance
3 175 (9.38%) Analytical Skills
4 119 (6.38%) Public Sector
5 40 (2.14%) Marketing
6 33 (1.77%) Retail
7 31 (1.66%) Inclusion and Diversity
8 24 (1.29%) Law
9 21 (1.13%) Manufacturing
10 12 (0.64%) Health Technology
11 11 (0.59%) Aerospace
12 10 (0.54%) Advertising
12 10 (0.54%) Presentation Skills
13 9 (0.48%) Influencing Skills
13 9 (0.48%) Legal
14 8 (0.43%) Military
15 7 (0.38%) Automotive
15 7 (0.38%) Banking
15 7 (0.38%) Telecoms
16 5 (0.27%) Games
Libraries, Frameworks & Software Standards
1 163 (8.74%) PySpark
2 131 (7.02%) Terraform
3 99 (5.31%) Kafka
4 24 (1.29%) REST
5 18 (0.97%) .NET
6 16 (0.86%) JSON
7 15 (0.80%) Apache NiFi
7 15 (0.80%) Pandas
8 11 (0.59%) Keycloak
9 10 (0.54%) ARM Templates
9 10 (0.54%) TensorFlow
10 9 (0.48%) AWS CDK
10 9 (0.48%) PyTorch
11 8 (0.43%) Oracle Fusion
12 7 (0.38%) YAML
13 6 (0.32%) Node.js
13 6 (0.32%) scikit-learn
14 5 (0.27%) Apache Avro
14 5 (0.27%) React
14 5 (0.27%) XML
Miscellaneous
1 87 (4.66%) Cloud Native
2 34 (1.82%) Product Ownership
3 31 (1.66%) Onboarding
4 24 (1.29%) Hybrid Cloud
5 21 (1.13%) Data Structures
6 20 (1.07%) Greenfield Project
7 19 (1.02%) Distributed Computing
8 15 (0.80%) Distributed Systems
8 15 (0.80%) Driving Licence
9 14 (0.75%) Legacy Systems
9 14 (0.75%) NHS
10 13 (0.70%) AI Agents
10 13 (0.70%) Hedge funds
11 12 (0.64%) Virtual Team
12 11 (0.59%) Analytical Mindset
12 11 (0.59%) Marketing Technology
13 10 (0.54%) Reference Data
13 10 (0.54%) Sports Betting
14 9 (0.48%) Educational Technology
14 9 (0.48%) Management Information System
Operating Systems
1 9 (0.48%) Windows
2 8 (0.43%) Linux
3 1 (0.054%) Windows Server
Processes & Methodologies
1 618 (33.14%) Analytics
2 578 (30.99%) Data Pipeline
3 573 (30.72%) Data Engineering
4 442 (23.70%) ETL
5 387 (20.75%) Data Modelling
6 368 (19.73%) AI
7 308 (16.51%) CI/CD
8 304 (16.30%) Business Intelligence
9 299 (16.03%) Decision-Making
10 229 (12.28%) Agile
11 201 (10.78%) Problem-Solving
12 192 (10.29%) DevOps
13 184 (9.87%) Data Science
14 180 (9.65%) Machine Learning
15 176 (9.44%) Data Governance
16 168 (9.01%) Data Architecture
17 162 (8.69%) Mentoring
18 143 (7.67%) Lakehouse
19 134 (7.18%) Data Transformation
20 121 (6.49%) Platform Engineering
Programming Languages
1 675 (36.19%) SQL
2 615 (32.98%) Python
3 71 (3.81%) Java
4 59 (3.16%) Scala
5 29 (1.55%) C#
5 29 (1.55%) JavaScript
6 27 (1.45%) C++
7 23 (1.23%) Data Analysis Expressions
7 23 (1.23%) PowerShell
8 17 (0.91%) Bash
9 16 (0.86%) T-SQL
10 14 (0.75%) Go
11 7 (0.38%) Groovy
11 7 (0.38%) TypeScript
12 6 (0.32%) Kusto Query Language
12 6 (0.32%) R
13 5 (0.27%) Bicep
14 3 (0.16%) PL/SQL
14 3 (0.16%) VBA
15 2 (0.11%) VBScript
Qualifications
1 244 (13.08%) Security Cleared
2 169 (9.06%) SC Cleared
3 88 (4.72%) DV Cleared
4 81 (4.34%) Degree
5 35 (1.88%) Azure Certification
6 28 (1.50%) Computer Science Degree
7 21 (1.13%) BPSS Clearance
8 13 (0.70%) Master's Degree
9 10 (0.54%) DBS Check
10 7 (0.38%) Microsoft Certification
11 6 (0.32%) AWS Certification
12 2 (0.11%) CITP
13 1 (0.054%) ICAEW
13 1 (0.054%) PMP
13 1 (0.054%) Postgraduate
13 1 (0.054%) SnowPro
Quality Assurance & Compliance
1 355 (19.03%) Data Quality
2 41 (2.20%) GDPR
3 24 (1.29%) Accessibility
4 19 (1.02%) QA
5 8 (0.43%) SLA
6 4 (0.21%) Actionable Recommendations
7 3 (0.16%) California Consumer Privacy Act
8 2 (0.11%) SOC 2
System Software
1 66 (3.54%) Docker
Systems Management
1 40 (2.14%) Kubernetes
2 8 (0.43%) Grafana
3 7 (0.38%) Ansible
4 5 (0.27%) Packer
5 3 (0.16%) Kibana
6 2 (0.11%) Argo
6 2 (0.11%) Prometheus
7 1 (0.054%) CASB
Vendors
1 265 (14.21%) Microsoft
2 259 (13.89%) Databricks
3 45 (2.41%) Google
4 19 (1.02%) Salesforce
5 18 (0.97%) Informatica
5 18 (0.97%) Oracle
6 15 (0.80%) SAP
7 13 (0.70%) Talend
8 10 (0.54%) Foundry
8 10 (0.54%) Palantir
9 6 (0.32%) OpenAI
10 4 (0.21%) Cloudera
10 4 (0.21%) Workday
11 3 (0.16%) Alteryx
12 2 (0.11%) iManage
12 2 (0.11%) Intapp
12 2 (0.11%) Planon
12 2 (0.11%) SnapLogic
12 2 (0.11%) Splunk
12 2 (0.11%) Typelevel