Data Engineer Job Trends in the UK excluding London

Data Engineer
UK > UK excluding London

The median Data Engineer salary in the UK excluding London is £65,000 per year, according to job vacancies posted during the 6 months leading to 17 May 2026.

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

6 months to
17 May 2026
Same period 2025 Same period 2024
Rank 121 278 157
Rank change year-on-year +157 -121 +46
Permanent jobs requiring a Data Engineer 964 291 1,256
As % of all permanent jobs in the UK excluding London 1.45% 1.00% 1.82%
As % of the Job Titles category 1.55% 1.11% 1.92%
Number of salaries quoted 737 235 677
10th Percentile £45,000 £42,500 £31,000
25th Percentile £50,000 £51,250 £41,250
Median annual salary (50th Percentile) £65,000 £62,500 £57,500
Median % change year-on-year +4.00% +8.70% -4.17%
75th Percentile £75,000 £72,500 £73,250
90th Percentile £85,000 £83,750 £87,500
UK median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% -7.14%

All Permanent IT Job Roles
UK excluding London

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in the UK excluding London. 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 the UK excluding London with a recognized job title 62,100 26,161 65,489
% of permanent jobs with a recognized job title 93.69% 89.57% 94.78%
Number of salaries quoted 41,005 14,451 47,722
10th Percentile £30,000 £27,500 £26,750
25th Percentile £36,250 £36,250 £35,000
Median annual salary (50th Percentile) £50,000 £52,000 £50,000
Median % change year-on-year -3.85% +4.00% -5.66%
75th Percentile £69,762 £67,500 £63,750
90th Percentile £85,000 £82,500 £76,250
UK median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -12.50%

Data Engineer
Job Vacancy Trend in the UK excluding London

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 the UK excluding London.

Data Engineer job vacancy trend in the UK excluding London

Data Engineer
Salary Trend in the UK excluding London

Salary distribution trend for Data Engineer job vacancies in the UK excluding London.

Salary distribution trend for Data Engineer job vacancies in the UK excluding London

Data Engineer
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Engineer in the UK excluding London over the 6 months to 17 May 2026.

Salary histogram for Data Engineer in the UK excluding London

Data Engineer
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the UK excluding London region over the 6 months to 17 May 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
North of England +80 292 £70,000 +12.00% 84
South East +107 230 £57,500 -17.86% 92
Midlands +65 166 £65,000 +8.33% 45
North West +92 153 £70,000 +6.56% 39
West Midlands +63 129 £65,000 +8.33% 30
South West +29 113 £50,000 -9.09% 34
Yorkshire +4 108 £68,750 +14.58% 22
East of England +38 92 £65,000 +1.56% 4
Scotland +35 50 £80,000 +60.00% 8
East Midlands -21 37 £56,250 -2.17% 15
North East -14 31 £65,000 -3.70% 26
Wales -9 21 £55,000 +52.78% 12
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in the UK excluding London

For the 6 months to 17 May 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 UK excluding London region featuring Data Engineer in the job title.

1 312 (32.37%) SQL
2 288 (29.88%) Data Pipeline
3 282 (29.25%) Analytics
4 278 (28.84%) Python
5 250 (25.93%) Data Engineering
6 248 (25.73%) Azure
7 222 (23.03%) ETL
8 171 (17.74%) Data Modelling
9 157 (16.29%) AWS
10 154 (15.98%) Databricks
11 141 (14.63%) Microsoft
12 137 (14.21%) Agile
13 133 (13.80%) Business Intelligence
14 119 (12.34%) Data Warehouse
15 118 (12.24%) AI
16 116 (12.03%) CI/CD
17 114 (11.83%) Data Quality
18 100 (10.37%) Security Cleared
19 98 (10.17%) Azure Data Factory
20 95 (9.85%) Decision-Making
21 91 (9.44%) Power Platform
22 88 (9.13%) Power BI
23 84 (8.71%) Machine Learning
24 82 (8.51%) Data Governance
25 80 (8.30%) Data Science
26 78 (8.09%) Mentoring
27 77 (7.99%) DevOps
28 75 (7.78%) Platform Engineering
29 68 (7.05%) PySpark
30 67 (6.95%) Problem-Solving

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in the UK excluding London 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 54 (5.60%) Apache Airflow
2 26 (2.70%) Apache Spark
3 22 (2.28%) Apache
4 15 (1.56%) SAS
5 6 (0.62%) Confluence
6 5 (0.52%) Palantir Foundry
7 3 (0.31%) Oracle Application Server
8 2 (0.21%) Apache Qpid
8 2 (0.21%) Luigi
8 2 (0.21%) SharePoint
Applications
1 8 (0.83%) Microsoft Excel
2 5 (0.52%) Microsoft Office
3 1 (0.10%) Spreadsheet
Business Applications
1 1 (0.10%) Dynamics CRM
1 1 (0.10%) FIS Private Capital Suite
1 1 (0.10%) NetSuite
1 1 (0.10%) Primavera
Cloud Services
1 248 (25.73%) Azure
2 157 (16.29%) AWS
3 98 (10.17%) Azure Data Factory
4 91 (9.44%) Power Platform
5 66 (6.85%) GCP
6 60 (6.22%) Snowflake
7 40 (4.15%) Azure Synapse Analytics
7 40 (4.15%) dbt
8 29 (3.01%) Azure DevOps
9 26 (2.70%) Amazon S3
9 26 (2.70%) Serverless
10 15 (1.56%) AWS Lambda
10 15 (1.56%) SaaS
11 14 (1.45%) GitHub
12 11 (1.14%) Azure Functions
13 10 (1.04%) Azure Logic Apps
13 10 (1.04%) Azure Stack
14 9 (0.93%) Azure Monitor
14 9 (0.93%) GitHub Actions
15 7 (0.73%) Microsoft Purview
Communications & Networking
1 24 (2.49%) Structured Cabling
2 16 (1.66%) Wi-Fi
3 11 (1.14%) Broadband
4 5 (0.52%) Software-Defined Radio
5 4 (0.41%) DSLAM
5 4 (0.41%) Wireless
6 2 (0.21%) Internet
7 1 (0.10%) Firewall
7 1 (0.10%) LAN
7 1 (0.10%) LTE
7 1 (0.10%) Network Security
7 1 (0.10%) WAN
Database & Business Intelligence
1 119 (12.34%) Data Warehouse
2 88 (9.13%) Power BI
3 62 (6.43%) Data Lake
4 52 (5.39%) SQL Server
5 34 (3.53%) BigQuery
6 27 (2.80%) Amazon Redshift
6 27 (2.80%) Metadata
6 27 (2.80%) Spark SQL
7 25 (2.59%) SQL Server Reporting Services
8 24 (2.49%) SQL Server Integration Services
9 21 (2.18%) Relational Database
10 20 (2.07%) MongoDB
10 20 (2.07%) NoSQL
11 18 (1.87%) Azure SQL Database
11 18 (1.87%) Big Data
12 16 (1.66%) Delta Lake
12 16 (1.66%) Star Schema
13 12 (1.24%) PostgreSQL
14 11 (1.14%) MySQL
14 11 (1.14%) Semantic Layer
Development Applications
1 34 (3.53%) Git
2 9 (0.93%) JIRA
3 3 (0.31%) Jenkins
3 3 (0.31%) LabVIEW
4 2 (0.21%) Oracle APEX
4 2 (0.21%) Visual Studio
5 1 (0.10%) Cucumber
5 1 (0.10%) DBeaver
5 1 (0.10%) GitLab
5 1 (0.10%) JMeter
5 1 (0.10%) Robot Framework
5 1 (0.10%) Selenium
5 1 (0.10%) SQL Server Management Studio (SSMS)
5 1 (0.10%) Visual Studio Code
5 1 (0.10%) Zephyr
General
1 88 (9.13%) Finance
2 69 (7.16%) Social Skills
3 68 (7.05%) Public Sector
4 57 (5.91%) Analytical Skills
5 29 (3.01%) Manufacturing
6 24 (2.49%) Telecoms
7 19 (1.97%) Marketing
8 18 (1.87%) Law
9 13 (1.35%) Retail
10 10 (1.04%) Automotive
11 9 (0.93%) Documentation Skills
11 9 (0.93%) Health Technology
11 9 (0.93%) Inclusion and Diversity
12 7 (0.73%) Military
13 6 (0.62%) Advertising
13 6 (0.62%) Banking
14 5 (0.52%) Organisational Skills
15 4 (0.41%) Presentation Skills
16 3 (0.31%) Aerospace
16 3 (0.31%) Digital Health
Libraries, Frameworks & Software Standards
1 68 (7.05%) PySpark
2 25 (2.59%) Kafka
3 13 (1.35%) REST
4 11 (1.14%) ARM Templates
5 8 (0.83%) JSON
6 6 (0.62%) Apache NiFi
6 6 (0.62%) Great Expectations
7 4 (0.41%) .NET
7 4 (0.41%) Pandas
8 3 (0.31%) EDI
8 3 (0.31%) gRPC
8 3 (0.31%) SOAP
8 3 (0.31%) XML
9 2 (0.21%) Snowpark
9 2 (0.21%) YAML
10 1 (0.10%) AWS CDK
10 1 (0.10%) HTML
10 1 (0.10%) NumPy
10 1 (0.10%) SciPy
10 1 (0.10%) Streamlit
Miscellaneous
1 25 (2.59%) Cloud Native
2 17 (1.76%) Driving Licence
2 17 (1.76%) Fibre Optics
3 12 (1.24%) Data Centre
4 10 (1.04%) Marketing Technology
4 10 (1.04%) Product Ownership
5 9 (0.93%) Greenfield Project
5 9 (0.93%) Onboarding
6 8 (0.83%) Legacy Systems
7 7 (0.73%) Enterprise Cloud
8 6 (0.62%) Analytical Mindset
8 6 (0.62%) Data Structures
8 6 (0.62%) Hedge funds
9 5 (0.52%) Distributed Computing
9 5 (0.52%) Legacy Applications
10 4 (0.41%) Algorithms
10 4 (0.41%) Distributed Systems
10 4 (0.41%) Management Information System
10 4 (0.41%) NHS
10 4 (0.41%) Sports Betting
Operating Systems
1 3 (0.31%) Linux
Processes & Methodologies
1 288 (29.88%) Data Pipeline
2 282 (29.25%) Analytics
3 250 (25.93%) Data Engineering
4 222 (23.03%) ETL
5 171 (17.74%) Data Modelling
6 137 (14.21%) Agile
7 133 (13.80%) Business Intelligence
8 118 (12.24%) AI
9 116 (12.03%) CI/CD
10 95 (9.85%) Decision-Making
11 84 (8.71%) Machine Learning
12 82 (8.51%) Data Governance
13 80 (8.30%) Data Science
14 78 (8.09%) Mentoring
15 77 (7.99%) DevOps
16 75 (7.78%) Platform Engineering
17 67 (6.95%) Problem-Solving
18 62 (6.43%) Data Integration
19 57 (5.91%) Data Architecture
20 47 (4.88%) Continuous Improvement
Programming Languages
1 312 (32.37%) SQL
2 278 (28.84%) Python
3 25 (2.59%) Java
4 23 (2.39%) Scala
5 13 (1.35%) Bash
6 9 (0.93%) T-SQL
7 7 (0.73%) PowerShell
8 6 (0.62%) C#
8 6 (0.62%) Groovy
9 4 (0.41%) Data Analysis Expressions
9 4 (0.41%) Go
9 4 (0.41%) JavaScript
9 4 (0.41%) R
10 3 (0.31%) TypeScript
11 2 (0.21%) C++
11 2 (0.21%) Kotlin
11 2 (0.21%) Rust
11 2 (0.21%) VBA
12 1 (0.10%) Bicep
12 1 (0.10%) C
Qualifications
1 100 (10.37%) Security Cleared
2 65 (6.74%) SC Cleared
3 29 (3.01%) Degree
4 25 (2.59%) DV Cleared
5 24 (2.49%) Computer Science Degree
6 7 (0.73%) Master's Degree
7 6 (0.62%) DBS Check
8 5 (0.52%) BPSS Clearance
9 3 (0.31%) CITP
9 3 (0.31%) Microsoft Certification
10 2 (0.21%) AWS Certification
10 2 (0.21%) Azure Certification
11 1 (0.10%) AWS Certified DevOps Engineer
11 1 (0.10%) AWS Certified Solutions Architect
11 1 (0.10%) CISM
11 1 (0.10%) CISSP
11 1 (0.10%) City & Guilds
11 1 (0.10%) PhD
Quality Assurance & Compliance
1 114 (11.83%) Data Quality
2 25 (2.59%) GDPR
3 9 (0.93%) SLA
4 6 (0.62%) QA
5 5 (0.52%) Accessibility
6 4 (0.41%) ISO/IEC 27001
7 2 (0.21%) HIPAA
8 1 (0.10%) NIST
8 1 (0.10%) PCI DSS
8 1 (0.10%) Sarbanes-Oxley
8 1 (0.10%) SOC 2
System Software
1 17 (1.76%) Docker
Systems Management
1 66 (6.85%) Terraform
2 13 (1.35%) Kubernetes
3 3 (0.31%) Grafana
4 2 (0.21%) Control-M
4 2 (0.21%) Prometheus
5 1 (0.10%) CASB
Vendors
1 154 (15.98%) Databricks
2 141 (14.63%) Microsoft
3 21 (2.18%) Google
4 20 (2.07%) Oracle
5 17 (1.76%) Salesforce
6 13 (1.35%) Informatica
7 10 (1.04%) Talend
8 9 (0.93%) SAP
9 7 (0.73%) Palantir
10 5 (0.52%) Cloudera
10 5 (0.52%) Foundry
10 5 (0.52%) Netezza
11 4 (0.41%) BT
12 3 (0.31%) Confluent
12 3 (0.31%) Planon
12 3 (0.31%) Typelevel
13 2 (0.21%) BMC
13 2 (0.21%) MicroStrategy
13 2 (0.21%) MuleSoft
13 2 (0.21%) Splunk