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 30 December 2025.

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

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 206 237 174
Rank change year-on-year +31 -63 +14
Permanent jobs requiring a Data Engineer 417 431 592
As % of all permanent jobs in the UK excluding London 0.99% 1.16% 1.92%
As % of the Job Titles category 1.10% 1.24% 2.02%
Number of salaries quoted 313 302 384
10th Percentile £45,000 £36,250 £35,375
25th Percentile £55,000 £45,000 £46,250
Median annual salary (50th Percentile) £65,000 £59,554 £55,000
Median % change year-on-year +9.14% +8.28% -9.23%
75th Percentile £70,000 £71,991 £73,750
90th Percentile £85,000 £80,000 £87,500
UK median annual salary £70,000 £70,000 £70,000

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 37,994 34,827 29,365
% of permanent jobs with a recognized job title 90.35% 93.37% 95.29%
Number of salaries quoted 23,048 17,337 22,235
10th Percentile £28,000 £31,250 £28,000
25th Percentile £34,750 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £52,500 £50,000
Median % change year-on-year -4.76% +5.00% -4.76%
75th Percentile £65,000 £68,750 £66,250
90th Percentile £80,000 £82,500 £80,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

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 30 December 2025.

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 30 December 2025. 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 +17 124 £65,000 +4.00% 330
Midlands +61 121 £65,000 +18.18% 231
West Midlands +52 96 £64,250 +16.82% 126
South East -7 64 £62,500 -3.85% 411
North West +24 62 £60,000 - 179
Yorkshire +16 52 £67,500 +8.00% 120
South West +10 48 £70,000 +30.23% 171
East of England +25 33 £62,500 +13.64% 206
East Midlands -6 25 £67,500 +20.54% 91
Scotland -2 21 £87,500 +49.43% 64
North East -9 10 £67,500 +3.11% 31
Wales +2 4 £60,000 +40.34% 35
Northern Ireland - 3 - - 22
Data Engineer
UK

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

For the 6 months to 30 December 2025, 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.

1 248 (59.47%) SQL
2 188 (45.08%) Python
3 159 (38.13%) Azure
4 156 (37.41%) Data Engineering
5 137 (32.85%) ETL
6 133 (31.89%) Data Pipeline
7 119 (28.54%) Data Warehouse
8 113 (27.10%) Data Modelling
9 107 (25.66%) Analytics
10 95 (22.78%) Databricks
11 91 (21.82%) Business Intelligence
12 82 (19.66%) Agile
13 81 (19.42%) CI/CD
14 76 (18.23%) Microsoft
15 75 (17.99%) Mentoring
16 71 (17.03%) AWS
17 67 (16.07%) Power Platform
18 66 (15.83%) Power BI
19 61 (14.63%) Data Lake
20 58 (13.91%) Azure Data Factory
21 57 (13.67%) Security Cleared
22 51 (12.23%) Data Quality
22 51 (12.23%) Machine Learning
23 50 (11.99%) AI
24 49 (11.75%) Data Science
25 46 (11.03%) Decision-Making
25 46 (11.03%) Problem-Solving
26 44 (10.55%) SQL Server
27 43 (10.31%) PySpark
28 40 (9.59%) DevOps

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 25 (6.00%) Apache Spark
2 21 (5.04%) Apache
3 19 (4.56%) Apache Airflow
4 10 (2.40%) SAS
5 3 (0.72%) Confluence
6 1 (0.24%) Apache Solr
6 1 (0.24%) Apache Superset
Applications
1 2 (0.48%) Microsoft Office
1 2 (0.48%) Spreadsheet
2 1 (0.24%) Microsoft Excel
Business Applications
1 1 (0.24%) NetSuite
Cloud Services
1 159 (38.13%) Azure
2 71 (17.03%) AWS
3 67 (16.07%) Power Platform
4 58 (13.91%) Azure Data Factory
5 33 (7.91%) Azure Synapse Analytics
6 30 (7.19%) Snowflake
7 26 (6.24%) Amazon S3
8 24 (5.76%) SaaS
9 19 (4.56%) GCP
10 18 (4.32%) dbt
11 14 (3.36%) Azure DevOps
12 13 (3.12%) AWS Lambda
12 13 (3.12%) Serverless
13 9 (2.16%) Microsoft Purview
14 8 (1.92%) GitHub
15 6 (1.44%) Amazon SageMaker
15 6 (1.44%) AWS Step Functions
15 6 (1.44%) Azure Stack
16 5 (1.20%) Matillion
17 4 (0.96%) Azure Cosmos DB
Communications & Networking
1 35 (8.39%) Structured Cabling
2 31 (7.43%) Wi-Fi
3 1 (0.24%) DAB
3 1 (0.24%) Firewall
3 1 (0.24%) LAN
3 1 (0.24%) Network Security
3 1 (0.24%) WAN
Database & Business Intelligence
1 119 (28.54%) Data Warehouse
2 66 (15.83%) Power BI
3 61 (14.63%) Data Lake
4 44 (10.55%) SQL Server
5 26 (6.24%) Amazon Redshift
6 23 (5.52%) Metadata
7 20 (4.80%) NoSQL
7 20 (4.80%) SQL Server Reporting Services
8 18 (4.32%) SQL Server Integration Services
9 16 (3.84%) MongoDB
10 15 (3.60%) Azure SQL Database
10 15 (3.60%) Big Data
10 15 (3.60%) Delta Lake
11 11 (2.64%) MySQL
12 9 (2.16%) Apache Iceberg
13 8 (1.92%) Amazon Athena
13 8 (1.92%) Hadoop
13 8 (1.92%) Pentaho
13 8 (1.92%) Snowflake Schema
13 8 (1.92%) SQL Server Analysis Services
Development Applications
1 7 (1.68%) Git
2 5 (1.20%) JIRA
3 4 (0.96%) LabVIEW
4 2 (0.48%) GitLab
4 2 (0.48%) Jenkins
5 1 (0.24%) Cucumber
5 1 (0.24%) JMeter
5 1 (0.24%) Zephyr
General
1 63 (15.11%) Finance
1 63 (15.11%) Social Skills
2 40 (9.59%) Retail
3 33 (7.91%) Analytical Skills
4 32 (7.67%) Legal
5 22 (5.28%) Public Sector
6 19 (4.56%) Law
6 19 (4.56%) Manufacturing
7 11 (2.64%) Telecoms
8 8 (1.92%) Marketing
9 7 (1.68%) Aerospace
9 7 (1.68%) Automotive
9 7 (1.68%) Tech for Good
10 4 (0.96%) Documentation Skills
10 4 (0.96%) Military
10 4 (0.96%) Organisational Skills
11 3 (0.72%) Influencing Skills
12 2 (0.48%) Games
12 2 (0.48%) Inclusion and Diversity
13 1 (0.24%) Advertising
Libraries, Frameworks & Software Standards
1 43 (10.31%) PySpark
2 10 (2.40%) Kafka
2 10 (2.40%) REST
3 7 (1.68%) JSON
4 6 (1.44%) .NET
4 6 (1.44%) XML
5 3 (0.72%) Pandas
5 3 (0.72%) Snowpark
6 2 (0.48%) Apache NiFi
6 2 (0.48%) ARM Templates
6 2 (0.48%) TensorFlow
7 1 (0.24%) EDI
7 1 (0.24%) Hugging Face
7 1 (0.24%) PyTorch
7 1 (0.24%) Regular Expression
7 1 (0.24%) scikit-learn
7 1 (0.24%) SOAP
Miscellaneous
1 29 (6.95%) Driving Licence
2 28 (6.71%) Onboarding
3 13 (3.12%) Legacy Systems
4 10 (2.40%) Cloud Native
5 6 (1.44%) Data Centre
5 6 (1.44%) Data Structures
5 6 (1.44%) Fibre Optics
5 6 (1.44%) Greenfield Project
6 5 (1.20%) Low-Code
7 4 (0.96%) Virtual Team
8 3 (0.72%) Analytical Mindset
8 3 (0.72%) Distributed Computing
8 3 (0.72%) Enterprise Cloud
8 3 (0.72%) Management Information System
9 2 (0.48%) Client/Server
9 2 (0.48%) e-Learning
9 2 (0.48%) IoT
9 2 (0.48%) Legacy Code
9 2 (0.48%) Self-Motivation
10 1 (0.24%) Hybrid Cloud
Operating Systems
1 1 (0.24%) Linux
1 1 (0.24%) Red Hat Enterprise Linux
1 1 (0.24%) Windows
Processes & Methodologies
1 156 (37.41%) Data Engineering
2 137 (32.85%) ETL
3 133 (31.89%) Data Pipeline
4 113 (27.10%) Data Modelling
5 107 (25.66%) Analytics
6 91 (21.82%) Business Intelligence
7 82 (19.66%) Agile
8 81 (19.42%) CI/CD
9 75 (17.99%) Mentoring
10 51 (12.23%) Machine Learning
11 50 (11.99%) AI
12 49 (11.75%) Data Science
13 46 (11.03%) Decision-Making
13 46 (11.03%) Problem-Solving
14 40 (9.59%) DevOps
15 38 (9.11%) Data Governance
15 38 (9.11%) Data Integration
16 36 (8.63%) Data Architecture
16 36 (8.63%) Migration
17 30 (7.19%) Data Security
Programming Languages
1 248 (59.47%) SQL
2 188 (45.08%) Python
3 20 (4.80%) T-SQL
4 15 (3.60%) Scala
5 11 (2.64%) PowerShell
6 10 (2.40%) Bash
7 8 (1.92%) Data Analysis Expressions
8 7 (1.68%) Java
9 6 (1.44%) C#
10 3 (0.72%) Bicep
10 3 (0.72%) TypeScript
11 2 (0.48%) Groovy
11 2 (0.48%) JavaScript
11 2 (0.48%) Shell Script
12 1 (0.24%) C
Qualifications
1 57 (13.67%) Security Cleared
2 16 (3.84%) SC Cleared
3 10 (2.40%) Degree
4 7 (1.68%) DV Cleared
5 5 (1.20%) Microsoft Certification
6 4 (0.96%) BPSS Clearance
7 3 (0.72%) Azure Certification
7 3 (0.72%) Computer Science Degree
8 2 (0.48%) AWS Certification
8 2 (0.48%) CISSP
8 2 (0.48%) Master's Degree
8 2 (0.48%) MCSE
8 2 (0.48%) OCP
8 2 (0.48%) Oracle Certification
9 1 (0.24%) HNC
9 1 (0.24%) HND
9 1 (0.24%) PhD
Quality Assurance & Compliance
1 51 (12.23%) Data Quality
2 9 (2.16%) GDPR
3 8 (1.92%) Accessibility
4 5 (1.20%) SLA
5 4 (0.96%) QA
6 2 (0.48%) ISO/IEC 27001
7 1 (0.24%) HIPAA
7 1 (0.24%) NIST
7 1 (0.24%) Sarbanes-Oxley
System Software
1 18 (4.32%) Docker
2 1 (0.24%) Apache ZooKeeper
Systems Management
1 22 (5.28%) Terraform
2 8 (1.92%) Kubernetes
3 2 (0.48%) Control-M
4 1 (0.24%) Ansible
4 1 (0.24%) Grafana
Vendors
1 95 (22.78%) Databricks
2 76 (18.23%) Microsoft
3 22 (5.28%) Oracle
4 11 (2.64%) Talend
5 9 (2.16%) Informatica
6 6 (1.44%) Cloudera
6 6 (1.44%) Palantir
7 4 (0.96%) Google
7 4 (0.96%) Netezza
8 3 (0.72%) IBM
8 3 (0.72%) SAP
9 2 (0.48%) Alteryx
9 2 (0.48%) BMC
9 2 (0.48%) MuleSoft
10 1 (0.24%) ArcSight
10 1 (0.24%) Denodo
10 1 (0.24%) Foundry
10 1 (0.24%) OpenAI
10 1 (0.24%) Palo Alto
10 1 (0.24%) Splunk