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 2 July 2026.

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

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 91 217 162
Rank change year-on-year +126 -55 -7
Permanent jobs requiring a Data Engineer 1,638 636 1,587
As % of all permanent jobs in England 1.91% 1.53% 1.71%
As % of the Job Titles category 2.03% 1.70% 1.81%
Number of salaries quoted 1,267 492 1,173
10th Percentile £45,000 £48,875 £35,000
25th Percentile £53,750 £57,500 £48,000
Median annual salary (50th Percentile) £70,000 £73,750 £67,500
Median % change year-on-year -5.08% +9.26% -6.90%
75th Percentile £85,000 £95,000 £85,000
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £70,000 £72,500 £67,500
% change year-on-year -3.45% +7.41% -3.57%

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 80,861 37,451 87,605
% of permanent jobs with a recognized job title 94.20% 90.30% 94.62%
Number of salaries quoted 56,940 22,195 64,587
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £39,000 £38,500
Median annual salary (50th Percentile) £57,500 £57,500 £52,500
Median % change year-on-year - +9.52% -12.50%
75th Percentile £75,000 £77,500 £70,500
90th Percentile £97,500 £98,474 £90,000
UK median annual salary £55,000 £56,745 £52,500
% change year-on-year -3.08% +8.09% -12.50%

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 2 July 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 2 July 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 +24 559 £85,000 -2.30% 214
North of England +129 408 £70,000 +16.67% 120
South East +135 263 £60,000 -14.29% 104
North West +121 210 £70,000 +19.66% 64
Midlands +79 177 £65,000 +8.33% 77
South West +40 139 £57,500 -8.00% 48
Yorkshire +33 130 £75,000 +25.00% 30
West Midlands +67 128 £70,000 +17.65% 42
East of England +27 71 £60,000 -9.44% 16
North East +4 68 £62,500 +6.38% 29
East Midlands +6 49 £60,000 -7.69% 36
Data Engineer
UK

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

For the 6 months to 2 July 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.

1 588 (35.90%) SQL
2 584 (35.65%) Python
3 544 (33.21%) Data Pipeline
4 514 (31.38%) Analytics
5 470 (28.69%) Data Engineering
6 442 (26.98%) Azure
7 387 (23.63%) ETL
8 358 (21.86%) Data Modelling
9 347 (21.18%) AWS
10 278 (16.97%) AI
11 275 (16.79%) CI/CD
11 275 (16.79%) Data Quality
12 256 (15.63%) Databricks
13 242 (14.77%) Business Intelligence
14 217 (13.25%) Microsoft
15 212 (12.94%) Data Warehouse
16 210 (12.82%) Security Cleared
17 207 (12.64%) Decision-Making
18 191 (11.66%) Agile
19 172 (10.50%) Problem-Solving
20 170 (10.38%) Data Governance
21 164 (10.01%) Power Platform
22 163 (9.95%) Machine Learning
23 157 (9.58%) Power BI
24 155 (9.46%) GCP
25 153 (9.34%) Azure Data Factory
26 149 (9.10%) Apache Airflow
27 148 (9.04%) DevOps
27 148 (9.04%) SC Cleared
28 146 (8.91%) Terraform

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
1 149 (9.10%) Apache Airflow
2 91 (5.56%) Apache Spark
3 86 (5.25%) Apache
4 32 (1.95%) SAS
5 10 (0.61%) Palantir Foundry
6 5 (0.31%) Jupyter
7 4 (0.24%) Confluence
8 2 (0.12%) Apache Qpid
8 2 (0.12%) Luigi
8 2 (0.12%) Oracle Application Server
8 2 (0.12%) SharePoint
9 1 (0.061%) ArcGIS
9 1 (0.061%) GeoServer
Applications
1 12 (0.73%) Microsoft Excel
2 5 (0.31%) Microsoft Office
3 1 (0.061%) Chatbot
3 1 (0.061%) Microsoft PowerPoint
3 1 (0.061%) Spreadsheet
Business Applications
1 3 (0.18%) Dynamics CRM
2 2 (0.12%) SAP Business One
3 1 (0.061%) FastStats
3 1 (0.061%) Primavera
Cloud Services
1 442 (26.98%) Azure
2 347 (21.18%) AWS
3 164 (10.01%) Power Platform
4 155 (9.46%) GCP
5 153 (9.34%) Azure Data Factory
6 115 (7.02%) dbt
7 111 (6.78%) Snowflake
8 72 (4.40%) Azure Synapse Analytics
9 62 (3.79%) Azure DevOps
10 58 (3.54%) Amazon S3
11 55 (3.36%) Serverless
12 49 (2.99%) SaaS
13 41 (2.50%) AWS Lambda
14 33 (2.01%) GitHub
15 24 (1.47%) Amazon Kinesis
16 23 (1.40%) Fivetran
17 21 (1.28%) Dagster
18 19 (1.16%) GitHub Actions
19 18 (1.10%) Amazon EMR
20 17 (1.04%) Azure Logic Apps
Communications & Networking
1 30 (1.83%) Broadband
2 19 (1.16%) Structured Cabling
3 10 (0.61%) Wi-Fi
4 5 (0.31%) DSLAM
4 5 (0.31%) Software-Defined Radio
4 5 (0.31%) Wireless
5 2 (0.12%) 4G
5 2 (0.12%) 5G
5 2 (0.12%) Internet
6 1 (0.061%) Kerberos
6 1 (0.061%) LTE
Database & Business Intelligence
1 212 (12.94%) Data Warehouse
2 157 (9.58%) Power BI
3 95 (5.80%) Data Lake
4 93 (5.68%) SQL Server
5 66 (4.03%) BigQuery
6 64 (3.91%) Relational Database
7 61 (3.72%) Big Data
8 60 (3.66%) Amazon Redshift
9 50 (3.05%) NoSQL
10 47 (2.87%) Azure SQL Database
11 46 (2.81%) Metadata
12 43 (2.63%) SQL Server Integration Services
13 38 (2.32%) PostgreSQL
13 38 (2.32%) Spark SQL
14 32 (1.95%) Delta Lake
15 30 (1.83%) Tableau
16 29 (1.77%) Amazon Athena
17 27 (1.65%) SQL Server Reporting Services
18 25 (1.53%) Star Schema
19 22 (1.34%) Semantic Layer
Development Applications
1 86 (5.25%) Git
2 15 (0.92%) Jenkins
3 8 (0.49%) JIRA
4 7 (0.43%) GitLab
5 5 (0.31%) Visual Studio
6 2 (0.12%) MLflow
7 1 (0.061%) DBeaver
7 1 (0.061%) Deequ
7 1 (0.061%) ERwin
7 1 (0.061%) Oracle APEX
7 1 (0.061%) Robot Framework
7 1 (0.061%) Selenium
7 1 (0.061%) SQL Server Management Studio (SSMS)
7 1 (0.061%) TeamCity
7 1 (0.061%) VSS/SourceSafe
7 1 (0.061%) Yeoman
General
1 184 (11.23%) Finance
2 165 (10.07%) Social Skills
3 129 (7.88%) Analytical Skills
4 116 (7.08%) Public Sector
5 38 (2.32%) Law
6 30 (1.83%) Manufacturing
7 29 (1.77%) Retail
8 28 (1.71%) Marketing
9 27 (1.65%) Inclusion and Diversity
10 24 (1.47%) Telecoms
11 18 (1.10%) Banking
12 12 (0.73%) Advertising
12 12 (0.73%) Health Technology
13 9 (0.55%) Automotive
14 8 (0.49%) Documentation Skills
14 8 (0.49%) Military
15 6 (0.37%) Games
15 6 (0.37%) Presentation Skills
16 5 (0.31%) Organisational Skills
17 4 (0.24%) Influencing Skills
Libraries, Frameworks & Software Standards
1 128 (7.81%) PySpark
2 95 (5.80%) Kafka
3 19 (1.16%) REST
4 17 (1.04%) Pandas
5 13 (0.79%) JSON
6 12 (0.73%) Apache NiFi
6 12 (0.73%) ARM Templates
7 10 (0.61%) gRPC
8 6 (0.37%) Node.js
8 6 (0.37%) NumPy
9 5 (0.31%) EDI
9 5 (0.31%) Great Expectations
9 5 (0.31%) LangChain
9 5 (0.31%) PyTorch
9 5 (0.31%) XML
9 5 (0.31%) YAML
10 4 (0.24%) Apache Beam
10 4 (0.24%) RabbitMQ
10 4 (0.24%) React
10 4 (0.24%) TensorFlow
Miscellaneous
1 72 (4.40%) Cloud Native
2 28 (1.71%) Product Ownership
3 22 (1.34%) Data Structures
4 19 (1.16%) Driving Licence
5 17 (1.04%) Onboarding
6 16 (0.98%) Distributed Systems
7 15 (0.92%) Distributed Computing
7 15 (0.92%) Greenfield Project
8 13 (0.79%) Fibre Optics
9 12 (0.73%) Video\Live Streaming
10 11 (0.67%) Hedge funds
10 11 (0.67%) Legacy Systems
10 11 (0.67%) NHS
10 11 (0.67%) Over-the-Top Content
11 10 (0.61%) Marketing Technology
11 10 (0.61%) Sports Betting
12 7 (0.43%) AI Agents
12 7 (0.43%) Algorithms
12 7 (0.43%) Operational Technology
12 7 (0.43%) Replication
Operating Systems
1 16 (0.98%) Linux
2 4 (0.24%) Windows
3 1 (0.061%) Unix
3 1 (0.061%) Windows Server
Processes & Methodologies
1 544 (33.21%) Data Pipeline
2 514 (31.38%) Analytics
3 470 (28.69%) Data Engineering
4 387 (23.63%) ETL
5 358 (21.86%) Data Modelling
6 278 (16.97%) AI
7 275 (16.79%) CI/CD
8 242 (14.77%) Business Intelligence
9 207 (12.64%) Decision-Making
10 191 (11.66%) Agile
11 172 (10.50%) Problem-Solving
12 170 (10.38%) Data Governance
13 163 (9.95%) Machine Learning
14 148 (9.04%) DevOps
15 140 (8.55%) Data Science
16 138 (8.42%) Platform Engineering
17 137 (8.36%) Data Architecture
18 122 (7.45%) Mentoring
19 96 (5.86%) Data Transformation
19 96 (5.86%) Infrastructure as Code
Programming Languages
1 588 (35.90%) SQL
2 584 (35.65%) Python
3 58 (3.54%) Scala
4 52 (3.17%) Java
5 21 (1.28%) Bash
6 20 (1.22%) PowerShell
7 14 (0.85%) T-SQL
8 13 (0.79%) Go
9 12 (0.73%) C++
9 12 (0.73%) Data Analysis Expressions
10 10 (0.61%) TypeScript
11 8 (0.49%) C#
11 8 (0.49%) R
12 6 (0.37%) Bicep
12 6 (0.37%) Groovy
13 5 (0.31%) JavaScript
14 4 (0.24%) Kusto Query Language
14 4 (0.24%) PL/SQL
15 3 (0.18%) VBA
16 2 (0.12%) Rust
Qualifications
1 210 (12.82%) Security Cleared
2 148 (9.04%) SC Cleared
3 72 (4.40%) Degree
4 67 (4.09%) DV Cleared
5 38 (2.32%) Computer Science Degree
6 18 (1.10%) Azure Certification
7 14 (0.85%) Master's Degree
8 10 (0.61%) BPSS Clearance
9 9 (0.55%) DBS Check
10 7 (0.43%) AWS Certification
11 5 (0.31%) Microsoft Certification
12 3 (0.18%) AWS Certified Solutions Architect
12 3 (0.18%) CITP
13 1 (0.061%) AWS Certified DevOps Engineer
13 1 (0.061%) CISM
13 1 (0.061%) CISSP
13 1 (0.061%) City & Guilds
13 1 (0.061%) SnowPro
Quality Assurance & Compliance
1 275 (16.79%) Data Quality
2 40 (2.44%) GDPR
3 19 (1.16%) SLA
4 16 (0.98%) QA
5 8 (0.49%) Accessibility
6 2 (0.12%) ISO/IEC 27001
6 2 (0.12%) SOC 2
7 1 (0.061%) HIPAA
7 1 (0.061%) PCI DSS
System Software
1 63 (3.85%) Docker
2 1 (0.061%) Active Directory
Systems Management
1 146 (8.91%) Terraform
2 35 (2.14%) Kubernetes
3 6 (0.37%) Grafana
4 4 (0.24%) Ansible
5 3 (0.18%) Kibana
5 3 (0.18%) Packer
5 3 (0.18%) Prometheus
6 2 (0.12%) CASB
7 1 (0.061%) Kubeflow
Vendors
1 256 (15.63%) Databricks
2 217 (13.25%) Microsoft
3 37 (2.26%) Google
4 23 (1.40%) Oracle
5 19 (1.16%) Salesforce
6 15 (0.92%) Palantir
7 13 (0.79%) Foundry
8 12 (0.73%) Informatica
8 12 (0.73%) Talend
9 10 (0.61%) Typelevel
10 9 (0.55%) SAP
11 7 (0.43%) OpenAI
12 5 (0.31%) BT
12 5 (0.31%) Cloudera
13 3 (0.18%) Confluent
13 3 (0.18%) Planon
14 2 (0.12%) Alteryx
14 2 (0.12%) iManage
14 2 (0.12%) Intapp
14 2 (0.12%) Splunk