Data Warehouse Job Trends in England

Data Warehousing
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Data Warehouse skills. It covers permanent job vacancies from the 6 months leading up to 15 July 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 279 191 164
Rank change year-on-year -88 -27 -41
Permanent jobs citing Data Warehouse 611 774 1,506
As % of all permanent jobs in England 0.70% 1.79% 1.70%
As % of the Database & Business Intelligence category 7.80% 11.38% 10.61%
Number of salaries quoted 442 432 1,075
10th Percentile £42,500 £41,250 £42,250
25th Percentile £51,250 £52,500 £49,000
Median annual salary (50th Percentile) £65,000 £67,500 £65,000
Median % change year-on-year -3.70% +3.85% -2.47%
75th Percentile £87,500 £82,500 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £65,000 £65,000

All Database & Business Intelligence Skills
England

Data Warehouse falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in England.

Permanent vacancies with a requirement for database or business intelligence skills 7,835 6,804 14,191
As % of all permanent jobs advertised in England 8.94% 15.70% 16.04%
Number of salaries quoted 5,319 4,517 10,538
10th Percentile £36,250 £35,000 £35,529
25th Percentile £45,438 £46,250 £43,500
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% -7.69%
75th Percentile £80,000 £82,500 £80,000
90th Percentile £95,000 £110,000 £107,500
UK median annual salary £60,000 £60,743 £57,500
% change year-on-year -1.22% +5.64% -8.00%

Data Warehouse
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Data Warehouse relative to all permanent IT jobs advertised in England.

Data Warehouse job vacancy trend in England

Data Warehouse
Salary Trend in England

Salary distribution trend for jobs in England citing Data Warehouse.

Salary distribution trend for jobs in England citing Data Warehouse

Data Warehouse
Salary Histogram in England

Salary distribution for jobs citing Data Warehouse in England over the 6 months to 15 July 2026.

Salary histogram for Data Warehouse in England

Data Warehouse
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 Warehouse within the England region over the 6 months to 15 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 -45 305 £82,500 +10.00% 147
North of England +3 128 £57,500 -2.13% 95
Yorkshire -11 63 £62,500 +4.17% 30
South East -102 58 £66,250 +1.92% 62
North West -3 49 £57,500 +4.55% 48
Midlands -68 45 £53,178 -7.52% 42
East of England -13 34 £65,000 +30.00% 29
South West -97 31 £55,000 -21.43% 23
West Midlands -59 30 £55,000 -2.22% 18
North East -45 16 £48,000 +1.05% 17
East Midlands -32 15 £40,887 -37.10% 24
Data Warehouse
UK

Data Warehouse
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 71 (11.62%) Apache Airflow
2 60 (9.82%) Apache Spark
3 34 (5.56%) Apache
4 11 (1.80%) SAS
4 11 (1.80%) SharePoint
5 7 (1.15%) Confluence
6 4 (0.65%) Oracle Application Server
7 2 (0.33%) Luigi
7 2 (0.33%) Palantir Foundry
8 1 (0.16%) CMS
8 1 (0.16%) GeoServer
8 1 (0.16%) Microsoft Exchange
8 1 (0.16%) WordPress
Applications
1 29 (4.75%) Microsoft Excel
2 7 (1.15%) Microsoft Office
3 2 (0.33%) Microsoft PowerPoint
4 1 (0.16%) Chatbot
4 1 (0.16%) Spreadsheet
Business Applications
1 5 (0.82%) Dynamics CRM
2 3 (0.49%) Carpe Diem
2 3 (0.49%) Elite 3E
2 3 (0.49%) FLEXCUBE
2 3 (0.49%) Misys Opics
2 3 (0.49%) Oracle ERP
2 3 (0.49%) SAP S/4HANA
3 2 (0.33%) IBM Planning Analytics
3 2 (0.33%) Markit EDM
3 2 (0.33%) SAP Business One
3 2 (0.33%) Unit4 Business World
4 1 (0.16%) Aladdin
4 1 (0.16%) Loan IQ
4 1 (0.16%) NetSuite
4 1 (0.16%) Oracle Financials
4 1 (0.16%) Sage X3
4 1 (0.16%) SAP MDG
4 1 (0.16%) Temenos T24
Cloud Services
1 307 (50.25%) Azure
2 215 (35.19%) Power Platform
3 184 (30.11%) AWS
4 139 (22.75%) Snowflake
5 103 (16.86%) GCP
6 98 (16.04%) Azure Data Factory
7 90 (14.73%) Azure Synapse Analytics
8 88 (14.40%) dbt
9 43 (7.04%) Amazon S3
10 37 (6.06%) Azure DevOps
11 32 (5.24%) Serverless
12 27 (4.42%) Power Automate
13 23 (3.76%) PowerApps
14 22 (3.60%) SaaS
15 20 (3.27%) Azure Logic Apps
15 20 (3.27%) Microsoft Purview
16 17 (2.78%) Amazon EMR
16 17 (2.78%) AWS Lambda
17 16 (2.62%) Cloud Computing
18 13 (2.13%) GitHub
Communications & Networking
1 4 (0.65%) Kerberos
1 4 (0.65%) NAS
2 2 (0.33%) 4G
2 2 (0.33%) 5G
3 1 (0.16%) Broadband
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 206 (33.72%) Power BI
2 165 (27.00%) Data Lake
3 85 (13.91%) Amazon Redshift
4 76 (12.44%) SQL Server
5 69 (11.29%) Tableau
6 61 (9.98%) BigQuery
7 57 (9.33%) Metadata
8 43 (7.04%) Snowflake Schema
8 43 (7.04%) Star Schema
9 42 (6.87%) Big Data
10 39 (6.38%) SQL Server Integration Services
11 36 (5.89%) Azure SQL Database
12 35 (5.73%) SQL Server Reporting Services
13 33 (5.40%) Looker
14 26 (4.26%) PostgreSQL
15 23 (3.76%) Elasticsearch
16 21 (3.44%) Azure SQL Data Warehouse
17 20 (3.27%) Relational Database
18 19 (3.11%) Power Query
19 18 (2.95%) NoSQL
Development Applications
1 33 (5.40%) Git
2 28 (4.58%) MLflow
3 22 (3.60%) JIRA
4 14 (2.29%) Visual Studio
5 6 (0.98%) Jenkins
6 5 (0.82%) SQL Server Management Studio (SSMS)
7 1 (0.16%) Cucumber
7 1 (0.16%) ERwin
7 1 (0.16%) GitLab
7 1 (0.16%) JMeter
7 1 (0.16%) Oracle APEX
7 1 (0.16%) Postman
7 1 (0.16%) PowerDesigner
7 1 (0.16%) Selenium
7 1 (0.16%) SoapUI
7 1 (0.16%) TestDirector
7 1 (0.16%) Zephyr
General
1 172 (28.15%) Analytical Skills
2 164 (26.84%) Finance
3 157 (25.70%) Social Skills
4 28 (4.58%) Public Sector
5 27 (4.42%) Banking
6 16 (2.62%) Manufacturing
7 15 (2.45%) Retail
8 14 (2.29%) Influencing Skills
8 14 (2.29%) Law
8 14 (2.29%) Marketing
9 13 (2.13%) Advertising
9 13 (2.13%) Legal
10 11 (1.80%) Inclusion and Diversity
11 9 (1.47%) Documentation Skills
12 8 (1.31%) Local Government
12 8 (1.31%) Presentation Skills
13 7 (1.15%) Billing
13 7 (1.15%) Financial Institution
14 6 (0.98%) Retail Banking
15 5 (0.82%) Organisational Skills
Job Titles
1 217 (35.52%) Data Engineer
2 110 (18.00%) Senior
3 82 (13.42%) Lead
4 79 (12.93%) Architect
5 63 (10.31%) Data Architect
6 62 (10.15%) Analyst
7 57 (9.33%) Developer
8 40 (6.55%) Senior Data Engineer
9 33 (5.40%) Data Analyst
9 33 (5.40%) Lead Data Engineer
10 30 (4.91%) Azure Engineer
11 25 (4.09%) Business Intelligence Developer
12 24 (3.93%) Data Management Specialist
12 24 (3.93%) Product Specialist
13 23 (3.76%) Senior Systems Engineer
13 23 (3.76%) Systems Engineer
14 17 (2.78%) Azure Architect
14 17 (2.78%) Azure Data Engineer
14 17 (2.78%) Business Intelligence Analyst
15 16 (2.62%) Data Manager
Libraries, Frameworks & Software Standards
1 59 (9.66%) Kafka
2 41 (6.71%) PySpark
3 28 (4.58%) scikit-learn
4 25 (4.09%) TensorFlow
5 24 (3.93%) LangChain
5 24 (3.93%) PyTorch
6 23 (3.76%) LlamaIndex
6 23 (3.76%) pgvector
7 20 (3.27%) REST
8 15 (2.45%) Pandas
9 10 (1.64%) JSON
10 9 (1.47%) ARM Templates
11 7 (1.15%) Middleware
11 7 (1.15%) NumPy
12 5 (0.82%) Node.js
12 5 (0.82%) XML
13 4 (0.65%) .NET
13 4 (0.65%) EDI
14 3 (0.49%) CSS
14 3 (0.49%) SOAP
Miscellaneous
1 64 (10.47%) Cloud Native
2 30 (4.91%) Analytical Mindset
3 27 (4.42%) Data Structures
4 26 (4.26%) Clustering
5 24 (3.93%) Public Cloud
6 23 (3.76%) Onboarding
7 20 (3.27%) Product Ownership
8 19 (3.11%) Distributed Computing
9 13 (2.13%) Legacy Systems
9 13 (2.13%) Management Information System
10 11 (1.80%) Low-Code
10 11 (1.80%) Replication
11 10 (1.64%) Data Protection Act
11 10 (1.64%) Greenfield Project
12 8 (1.31%) Hybrid Cloud
13 6 (0.98%) Reference Data
13 6 (0.98%) Reinsurance
13 6 (0.98%) Sports Betting
14 5 (0.82%) Online Gambling
14 5 (0.82%) Self-Motivation
Operating Systems
1 7 (1.15%) Linux
2 6 (0.98%) Windows
3 5 (0.82%) Windows Server
4 4 (0.65%) Windows Server 2016
5 1 (0.16%) Unix
Processes & Methodologies
1 370 (60.56%) Analytics
2 318 (52.05%) Data Modelling
3 293 (47.95%) Business Intelligence
4 291 (47.63%) ETL
5 259 (42.39%) Data Engineering
6 222 (36.33%) Data Pipeline
7 209 (34.21%) AI
8 196 (32.08%) Data Governance
9 171 (27.99%) Decision-Making
10 141 (23.08%) Problem-Solving
11 117 (19.15%) CI/CD
12 116 (18.99%) Data Science
12 116 (18.99%) Machine Learning
13 106 (17.35%) Use Case
14 105 (17.18%) Agile
15 99 (16.20%) Data Management
16 96 (15.71%) Data Architecture
17 89 (14.57%) Performance Tuning
18 85 (13.91%) Data Integration
19 84 (13.75%) Mentoring
Programming Languages
1 425 (69.56%) SQL
2 297 (48.61%) Python
3 32 (5.24%) Data Analysis Expressions
4 23 (3.76%) R
5 21 (3.44%) Scala
6 17 (2.78%) Java
7 15 (2.45%) T-SQL
8 14 (2.29%) C#
9 13 (2.13%) PowerShell
10 11 (1.80%) JavaScript
11 6 (0.98%) Bash
11 6 (0.98%) Julia
12 5 (0.82%) Bicep
12 5 (0.82%) Kusto Query Language
13 4 (0.65%) PL/SQL
13 4 (0.65%) TypeScript
14 2 (0.33%) VBScript
15 1 (0.16%) Go
15 1 (0.16%) PHP
15 1 (0.16%) Shell Script
Qualifications
1 99 (16.20%) Degree
2 55 (9.00%) Security Cleared
3 32 (5.24%) Computer Science Degree
3 32 (5.24%) SC Cleared
4 20 (3.27%) Azure Certification
5 14 (2.29%) DBS Check
6 13 (2.13%) AWS Certification
7 11 (1.80%) BPSS Clearance
7 11 (1.80%) Master's Degree
8 8 (1.31%) Microsoft Certification
8 8 (1.31%) TOGAF Certification
9 6 (0.98%) DV Cleared
10 5 (0.82%) Tableau Certification
11 4 (0.65%) AWS Certified Solutions Architect
12 3 (0.49%) ICAEW
13 2 (0.33%) ACCA
13 2 (0.33%) CIMA
13 2 (0.33%) CITP
13 2 (0.33%) HND
13 2 (0.33%) SnowPro
Quality Assurance & Compliance
1 208 (34.04%) Data Quality
2 76 (12.44%) GDPR
3 23 (3.76%) California Consumer Privacy Act
4 11 (1.80%) Accessibility
5 10 (1.64%) QA
6 5 (0.82%) GRC
7 4 (0.65%) IFRS
7 4 (0.65%) ISO/IEC 27001
7 4 (0.65%) Sarbanes-Oxley
7 4 (0.65%) Solvency II
8 3 (0.49%) EU AI Act
8 3 (0.49%) IFRS 17
8 3 (0.49%) NIST
8 3 (0.49%) SLA
9 2 (0.33%) HIPAA
10 1 (0.16%) ISO 20022
10 1 (0.16%) ISO 22301
10 1 (0.16%) MiFID
10 1 (0.16%) PERC
10 1 (0.16%) PMO
System Software
1 21 (3.44%) Docker
2 6 (0.98%) Active Directory
Systems Management
1 40 (6.55%) Terraform
2 16 (2.62%) Kubernetes
3 7 (1.15%) Ansible
4 2 (0.33%) Control-M
5 1 (0.16%) Single Sign-On
Vendors
1 187 (30.61%) Databricks
2 140 (22.91%) Microsoft
3 47 (7.69%) Dell
4 46 (7.53%) Informatica
5 29 (4.75%) Google
6 27 (4.42%) Oracle
7 26 (4.26%) Teradata
8 24 (3.93%) Denodo
9 23 (3.76%) Cloudera
10 18 (2.95%) SAP
11 13 (2.13%) Talend
12 9 (1.47%) Salesforce
13 7 (1.15%) OpenAI
14 5 (0.82%) Netezza
15 4 (0.65%) Remedy
15 4 (0.65%) ServiceNow
16 3 (0.49%) Cognos
16 3 (0.49%) GoldenSource
16 3 (0.49%) Guidewire
16 3 (0.49%) Intapp