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 1 July 2026.

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

6 months to
1 Jul 2026
Same period 2025 Same period 2024
Rank 91 212 163
Rank change year-on-year +121 -49 -9
Permanent jobs requiring a Data Engineer 1,633 640 1,598
As % of all permanent jobs in England 1.90% 1.55% 1.73%
As % of the Job Titles category 2.02% 1.72% 1.83%
Number of salaries quoted 1,262 494 1,184
10th Percentile £45,000 £49,125 £35,000
25th Percentile £53,750 £57,500 £48,000
Median annual salary (50th Percentile) £70,000 £73,750 £65,750
Median % change year-on-year -5.08% +12.17% -9.31%
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 80,801 37,194 87,527
% of permanent jobs with a recognized job title 94.20% 90.27% 94.60%
Number of salaries quoted 56,895 22,002 64,520
10th Percentile £30,000 £28,822 £28,500
25th Percentile £40,000 £38,869 £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 £70,250
90th Percentile £97,500 £98,474 £90,000
UK median annual salary £55,000 £56,673 £52,500
% change year-on-year -2.95% +7.95% -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 1 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 1 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 +26 557 £85,000 -2.30% 149
North of England +128 405 £67,500 +12.50% 102
South East +126 264 £60,000 -14.29% 82
North West +114 209 £70,000 +19.66% 58
Midlands +69 178 £65,000 +8.33% 63
South West +36 137 £57,500 -8.00% 36
West Midlands +67 129 £70,000 +17.65% 37
Yorkshire +31 128 £72,500 +20.83% 25
East of England +30 71 £60,000 -9.44% 11
North East +6 68 £62,500 +6.38% 21
East Midlands 0 49 £60,000 -7.69% 27
Data Engineer
UK

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

For the 6 months to 1 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.

1 591 (36.19%) SQL
2 586 (35.88%) Python
3 544 (33.31%) Data Pipeline
4 512 (31.35%) Analytics
5 468 (28.66%) Data Engineering
6 444 (27.19%) Azure
7 389 (23.82%) ETL
8 358 (21.92%) Data Modelling
9 347 (21.25%) AWS
10 278 (17.02%) AI
11 276 (16.90%) CI/CD
12 275 (16.84%) Data Quality
13 258 (15.80%) Databricks
14 241 (14.76%) Business Intelligence
15 217 (13.29%) Microsoft
16 213 (13.04%) Data Warehouse
17 211 (12.92%) Security Cleared
18 207 (12.68%) Decision-Making
19 190 (11.64%) Agile
20 171 (10.47%) Data Governance
20 171 (10.47%) Problem-Solving
21 164 (10.04%) Machine Learning
22 163 (9.98%) Power Platform
23 156 (9.55%) GCP
23 156 (9.55%) Power BI
24 155 (9.49%) Azure Data Factory
25 150 (9.19%) Apache Airflow
26 149 (9.12%) DevOps
26 149 (9.12%) SC Cleared
27 147 (9.00%) 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
1 150 (9.19%) Apache Airflow
2 91 (5.57%) Apache Spark
3 86 (5.27%) Apache
4 32 (1.96%) 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
1 444 (27.19%) Azure
2 347 (21.25%) AWS
3 163 (9.98%) Power Platform
4 156 (9.55%) GCP
5 155 (9.49%) Azure Data Factory
6 115 (7.04%) dbt
7 112 (6.86%) Snowflake
8 73 (4.47%) Azure Synapse Analytics
9 63 (3.86%) Azure DevOps
10 59 (3.61%) Amazon S3
11 55 (3.37%) Serverless
12 49 (3.00%) SaaS
13 41 (2.51%) AWS Lambda
14 34 (2.08%) GitHub
15 24 (1.47%) Amazon Kinesis
16 23 (1.41%) Fivetran
17 21 (1.29%) Dagster
18 19 (1.16%) GitHub Actions
19 18 (1.10%) Amazon EMR
20 17 (1.04%) Azure Logic Apps
Communications & Networking
1 30 (1.84%) Broadband
2 20 (1.22%) Structured Cabling
3 11 (0.67%) 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
1 213 (13.04%) Data Warehouse
2 156 (9.55%) Power BI
3 96 (5.88%) Data Lake
4 93 (5.70%) SQL Server
5 67 (4.10%) BigQuery
6 64 (3.92%) Relational Database
7 61 (3.74%) Big Data
8 60 (3.67%) Amazon Redshift
9 50 (3.06%) NoSQL
10 48 (2.94%) Azure SQL Database
11 46 (2.82%) Metadata
12 42 (2.57%) SQL Server Integration Services
13 38 (2.33%) PostgreSQL
13 38 (2.33%) Spark SQL
14 34 (2.08%) Delta Lake
15 30 (1.84%) Tableau
16 29 (1.78%) Amazon Athena
17 27 (1.65%) SQL Server Reporting Services
18 25 (1.53%) Star Schema
19 21 (1.29%) Semantic Layer
Development Applications
1 87 (5.33%) 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 (11.27%) Finance
2 164 (10.04%) Social Skills
3 129 (7.90%) Analytical Skills
4 116 (7.10%) Public Sector
5 38 (2.33%) Law
6 31 (1.90%) Manufacturing
7 29 (1.78%) Retail
8 28 (1.71%) Marketing
9 27 (1.65%) Inclusion and Diversity
10 25 (1.53%) 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
1 130 (7.96%) PySpark
2 95 (5.82%) Kafka
3 19 (1.16%) REST
4 17 (1.04%) Pandas
5 13 (0.80%) 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%) RESTful
Miscellaneous
1 72 (4.41%) Cloud Native
2 28 (1.71%) Product Ownership
3 22 (1.35%) Data Structures
4 19 (1.16%) Driving Licence
5 16 (0.98%) Distributed Systems
5 16 (0.98%) Onboarding
6 15 (0.92%) Distributed Computing
7 14 (0.86%) Fibre Optics
7 14 (0.86%) Greenfield Project
8 12 (0.73%) Video\Live Streaming
9 11 (0.67%) Legacy Systems
9 11 (0.67%) NHS
9 11 (0.67%) Over-the-Top Content
10 10 (0.61%) Hedge funds
10 10 (0.61%) Marketing Technology
10 10 (0.61%) Sports Betting
11 7 (0.43%) Algorithms
11 7 (0.43%) Data Centre
11 7 (0.43%) Operational Technology
11 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 (33.31%) Data Pipeline
2 512 (31.35%) Analytics
3 468 (28.66%) Data Engineering
4 389 (23.82%) ETL
5 358 (21.92%) Data Modelling
6 278 (17.02%) AI
7 276 (16.90%) CI/CD
8 241 (14.76%) Business Intelligence
9 207 (12.68%) Decision-Making
10 190 (11.64%) Agile
11 171 (10.47%) Data Governance
11 171 (10.47%) Problem-Solving
12 164 (10.04%) Machine Learning
13 149 (9.12%) DevOps
14 141 (8.63%) Data Science
15 139 (8.51%) Platform Engineering
16 137 (8.39%) Data Architecture
17 121 (7.41%) Mentoring
18 97 (5.94%) Infrastructure as Code
19 96 (5.88%) Data Integration
Programming Languages
1 591 (36.19%) SQL
2 586 (35.88%) Python
3 59 (3.61%) Scala
4 52 (3.18%) Java
5 21 (1.29%) Bash
6 20 (1.22%) PowerShell
7 14 (0.86%) T-SQL
8 13 (0.80%) Go
9 12 (0.73%) Data Analysis Expressions
10 11 (0.67%) C++
11 10 (0.61%) TypeScript
12 8 (0.49%) C#
12 8 (0.49%) R
13 6 (0.37%) Bicep
13 6 (0.37%) Groovy
14 5 (0.31%) JavaScript
15 4 (0.24%) Kusto Query Language
15 4 (0.24%) PL/SQL
16 3 (0.18%) VBA
17 2 (0.12%) VBScript
Qualifications
1 211 (12.92%) Security Cleared
2 149 (9.12%) SC Cleared
3 72 (4.41%) Degree
4 66 (4.04%) DV Cleared
5 38 (2.33%) Computer Science Degree
6 18 (1.10%) Azure Certification
7 14 (0.86%) 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 (16.84%) Data Quality
2 40 (2.45%) 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 (3.86%) Docker
2 1 (0.061%) Active Directory
Systems Management
1 147 (9.00%) 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
1 258 (15.80%) Databricks
2 217 (13.29%) Microsoft
3 37 (2.27%) Google
4 23 (1.41%) Oracle
5 19 (1.16%) Salesforce
6 15 (0.92%) Palantir
7 13 (0.80%) 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