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 21 July 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Jul 2026
Same period 2025 Same period 2024
Rank 275 190 171
Rank change year-on-year -85 -19 -45
Permanent jobs citing Data Warehouse 620 779 1,334
As % of all permanent jobs in England 0.70% 1.80% 1.63%
As % of the Database & Business Intelligence category 7.90% 11.45% 10.31%
Number of salaries quoted 452 427 922
10th Percentile £42,500 £41,250 £42,500
25th Percentile £51,250 £52,500 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +1.07%
75th Percentile £87,500 £82,500 £82,500
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £67,500 £66,459
% change year-on-year -3.70% +1.57% +2.24%

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 7,848 6,801 12,933
As % of all permanent jobs advertised in England 8.85% 15.69% 15.82%
Number of salaries quoted 5,376 4,508 9,415
10th Percentile £36,250 £35,000 £36,250
25th Percentile £45,000 £46,250 £43,750
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 £82,500
90th Percentile £95,000 £110,000 £112,500
UK median annual salary £60,000 £60,622 £60,000
% change year-on-year -1.03% +1.04% -4.76%

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 21 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 21 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 -38 307 £82,500 +10.00% 139
North of England +14 134 £57,500 -4.17% 47
Yorkshire -16 65 £62,500 +4.17% 18
South East -114 57 £70,000 +7.69% 44
North West 0 52 £57,500 - 20
Midlands -72 46 £51,356 -14.41% 25
East of England -4 33 £63,750 +27.50% 5
South West -88 32 £55,000 -26.67% 14
West Midlands -49 31 £55,000 -6.38% 16
North East -34 17 £48,000 +1.05% 9
East Midlands -32 15 £38,600 -40.62% 9
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 67 (10.81%) Apache Airflow
2 63 (10.16%) Apache Spark
3 35 (5.65%) Apache
4 12 (1.94%) SharePoint
5 11 (1.77%) SAS
6 8 (1.29%) Confluence
7 4 (0.65%) Oracle Application Server
8 2 (0.32%) Luigi
9 1 (0.16%) CMS
9 1 (0.16%) GeoServer
9 1 (0.16%) Microsoft Exchange
9 1 (0.16%) Palantir Foundry
Applications
1 30 (4.84%) Microsoft Excel
2 6 (0.97%) Microsoft Office
3 2 (0.32%) Microsoft PowerPoint
4 1 (0.16%) Chatbot
4 1 (0.16%) Spreadsheet
Business Applications
1 5 (0.81%) Dynamics CRM
2 4 (0.65%) Carpe Diem
2 4 (0.65%) Elite 3E
3 3 (0.48%) FLEXCUBE
3 3 (0.48%) Misys Opics
3 3 (0.48%) Oracle ERP
3 3 (0.48%) SAP S/4HANA
4 2 (0.32%) IBM Planning Analytics
4 2 (0.32%) Markit EDM
4 2 (0.32%) SAP Business One
4 2 (0.32%) Unit4 Business World
5 1 (0.16%) Aladdin
5 1 (0.16%) Bloomberg TOMS
5 1 (0.16%) Loan IQ
5 1 (0.16%) NetSuite
5 1 (0.16%) Sage X3
5 1 (0.16%) SAP HCM
5 1 (0.16%) SAP MDG
5 1 (0.16%) Temenos T24
Cloud Services
1 315 (50.81%) Azure
2 217 (35.00%) Power Platform
3 186 (30.00%) AWS
4 141 (22.74%) Snowflake
5 104 (16.77%) GCP
6 101 (16.29%) Azure Data Factory
7 88 (14.19%) Azure Synapse Analytics
8 86 (13.87%) dbt
9 46 (7.42%) Amazon S3
10 43 (6.94%) Azure DevOps
11 34 (5.48%) Serverless
12 27 (4.35%) Power Automate
13 24 (3.87%) PowerApps
14 23 (3.71%) SaaS
15 22 (3.55%) Azure Logic Apps
16 20 (3.23%) Microsoft Purview
17 18 (2.90%) Amazon EMR
17 18 (2.90%) AWS Lambda
17 18 (2.90%) Cloud Computing
18 13 (2.10%) GitHub
Communications & Networking
1 4 (0.65%) Kerberos
1 4 (0.65%) NAS
2 2 (0.32%) 4G
2 2 (0.32%) 5G
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 208 (33.55%) Power BI
2 166 (26.77%) Data Lake
3 88 (14.19%) Amazon Redshift
4 80 (12.90%) SQL Server
5 70 (11.29%) Tableau
6 62 (10.00%) BigQuery
7 59 (9.52%) Metadata
8 45 (7.26%) Star Schema
9 43 (6.94%) Snowflake Schema
10 42 (6.77%) Big Data
11 41 (6.61%) Azure SQL Database
12 39 (6.29%) SQL Server Integration Services
13 36 (5.81%) SQL Server Reporting Services
14 34 (5.48%) Looker
15 26 (4.19%) PostgreSQL
16 25 (4.03%) Azure SQL Data Warehouse
17 23 (3.71%) Elasticsearch
18 20 (3.23%) Relational Database
19 19 (3.06%) NoSQL
19 19 (3.06%) Power Query
Development Applications
1 35 (5.65%) Git
2 28 (4.52%) MLflow
3 24 (3.87%) JIRA
4 13 (2.10%) Visual Studio
5 9 (1.45%) Jenkins
6 5 (0.81%) SQL Server Management Studio (SSMS)
7 3 (0.48%) Selenium
8 2 (0.32%) Cucumber
8 2 (0.32%) GitLab
8 2 (0.32%) JMeter
8 2 (0.32%) Postman
8 2 (0.32%) SoapUI
8 2 (0.32%) Zephyr
9 1 (0.16%) Bitbucket
9 1 (0.16%) ERwin
9 1 (0.16%) Oracle APEX
9 1 (0.16%) PowerDesigner
9 1 (0.16%) Visual Studio Code
General
1 175 (28.23%) Analytical Skills
2 163 (26.29%) Finance
3 155 (25.00%) Social Skills
4 30 (4.84%) Banking
5 29 (4.68%) Public Sector
6 16 (2.58%) Manufacturing
6 16 (2.58%) Retail
7 14 (2.26%) Influencing Skills
7 14 (2.26%) Law
7 14 (2.26%) Legal
7 14 (2.26%) Marketing
8 13 (2.10%) Advertising
8 13 (2.10%) Inclusion and Diversity
9 8 (1.29%) Documentation Skills
9 8 (1.29%) Local Government
9 8 (1.29%) Presentation Skills
10 7 (1.13%) Financial Institution
10 7 (1.13%) Retail Banking
11 6 (0.97%) Billing
12 5 (0.81%) Organisational Skills
Job Titles
1 221 (35.65%) Data Engineer
2 115 (18.55%) Senior
3 86 (13.87%) Lead
4 78 (12.58%) Architect
5 63 (10.16%) Analyst
6 62 (10.00%) Data Architect
7 58 (9.35%) Developer
8 42 (6.77%) Senior Data Engineer
9 33 (5.32%) Data Analyst
10 32 (5.16%) Azure Engineer
10 32 (5.16%) Lead Data Engineer
11 26 (4.19%) Business Intelligence Developer
12 24 (3.87%) Data Management Specialist
12 24 (3.87%) Product Specialist
13 23 (3.71%) Senior Systems Engineer
13 23 (3.71%) Systems Engineer
14 18 (2.90%) Azure Data Engineer
14 18 (2.90%) Business Intelligence Analyst
15 17 (2.74%) Consultant
16 16 (2.58%) Azure Architect
Libraries, Frameworks & Software Standards
1 60 (9.68%) Kafka
2 45 (7.26%) PySpark
3 29 (4.68%) scikit-learn
4 25 (4.03%) TensorFlow
5 24 (3.87%) LangChain
5 24 (3.87%) PyTorch
6 23 (3.71%) LlamaIndex
6 23 (3.71%) pgvector
7 21 (3.39%) REST
8 17 (2.74%) Pandas
9 11 (1.77%) JSON
10 9 (1.45%) ARM Templates
11 8 (1.29%) NumPy
12 7 (1.13%) Middleware
13 6 (0.97%) XML
14 5 (0.81%) .NET
14 5 (0.81%) Node.js
15 4 (0.65%) EDI
15 4 (0.65%) XGBoost
15 4 (0.65%) YAML
Miscellaneous
1 66 (10.65%) Cloud Native
2 29 (4.68%) Analytical Mindset
3 27 (4.35%) Data Structures
4 26 (4.19%) Clustering
5 25 (4.03%) Onboarding
5 25 (4.03%) Public Cloud
6 21 (3.39%) Product Ownership
7 20 (3.23%) Distributed Computing
8 16 (2.58%) Management Information System
9 14 (2.26%) Legacy Systems
10 13 (2.10%) Replication
11 11 (1.77%) Greenfield Project
11 11 (1.77%) Low-Code
12 10 (1.61%) Data Protection Act
13 6 (0.97%) Data Centre
13 6 (0.97%) Enterprise Cloud
13 6 (0.97%) Hybrid Cloud
13 6 (0.97%) Reference Data
13 6 (0.97%) Reinsurance
13 6 (0.97%) Self-Motivation
Operating Systems
1 7 (1.13%) Linux
1 7 (1.13%) Windows
2 5 (0.81%) Windows Server
3 4 (0.65%) Windows Server 2016
4 2 (0.32%) Unix
Processes & Methodologies
1 375 (60.48%) Analytics
2 324 (52.26%) Data Modelling
3 296 (47.74%) Business Intelligence
4 290 (46.77%) ETL
5 259 (41.77%) Data Engineering
6 227 (36.61%) Data Pipeline
7 214 (34.52%) AI
8 196 (31.61%) Data Governance
9 175 (28.23%) Decision-Making
10 142 (22.90%) Problem-Solving
11 119 (19.19%) CI/CD
12 118 (19.03%) Data Science
13 115 (18.55%) Machine Learning
14 106 (17.10%) Agile
15 105 (16.94%) Use Case
16 98 (15.81%) Data Architecture
16 98 (15.81%) Data Management
17 89 (14.35%) DevOps
17 89 (14.35%) Performance Tuning
18 86 (13.87%) Mentoring
Programming Languages
1 431 (69.52%) SQL
2 300 (48.39%) Python
3 33 (5.32%) Data Analysis Expressions
4 25 (4.03%) R
5 23 (3.71%) Scala
6 19 (3.06%) Java
7 16 (2.58%) C#
8 14 (2.26%) T-SQL
9 13 (2.10%) PowerShell
10 12 (1.94%) JavaScript
11 6 (0.97%) Julia
11 6 (0.97%) Kusto Query Language
12 5 (0.81%) Bash
12 5 (0.81%) Bicep
13 4 (0.65%) TypeScript
14 3 (0.48%) PL/SQL
15 2 (0.32%) Shell Script
15 2 (0.32%) VBScript
16 1 (0.16%) Go
Qualifications
1 98 (15.81%) Degree
2 58 (9.35%) Security Cleared
3 34 (5.48%) SC Cleared
4 31 (5.00%) Computer Science Degree
5 23 (3.71%) Azure Certification
6 14 (2.26%) AWS Certification
6 14 (2.26%) DBS Check
7 13 (2.10%) BPSS Clearance
8 9 (1.45%) Master's Degree
8 9 (1.45%) Microsoft Certification
9 8 (1.29%) TOGAF Certification
10 6 (0.97%) DV Cleared
11 5 (0.81%) Tableau Certification
12 4 (0.65%) AWS Certified Solutions Architect
13 3 (0.48%) ICAEW
14 2 (0.32%) ACCA
14 2 (0.32%) CIMA
14 2 (0.32%) CITP
14 2 (0.32%) HND
14 2 (0.32%) ISTQB
Quality Assurance & Compliance
1 210 (33.87%) Data Quality
2 76 (12.26%) GDPR
3 23 (3.71%) California Consumer Privacy Act
4 13 (2.10%) QA
5 11 (1.77%) Accessibility
6 5 (0.81%) GRC
7 4 (0.65%) EU AI Act
8 3 (0.48%) IFRS
8 3 (0.48%) PMO
8 3 (0.48%) Sarbanes-Oxley
8 3 (0.48%) SLA
8 3 (0.48%) Solvency II
9 2 (0.32%) Actionable Recommendations
9 2 (0.32%) IFRS 17
9 2 (0.32%) ISO/IEC 27001
9 2 (0.32%) NIST
10 1 (0.16%) ISO 20022
10 1 (0.16%) ISO 22301
10 1 (0.16%) MiFID
10 1 (0.16%) PERC
System Software
1 23 (3.71%) Docker
2 6 (0.97%) Active Directory
Systems Management
1 39 (6.29%) Terraform
2 17 (2.74%) Kubernetes
3 8 (1.29%) Ansible
4 3 (0.48%) Control-M
5 1 (0.16%) Prometheus
5 1 (0.16%) Single Sign-On
Vendors
1 193 (31.13%) Databricks
2 152 (24.52%) Microsoft
3 47 (7.58%) Dell
4 43 (6.94%) Informatica
5 29 (4.68%) Google
6 26 (4.19%) Teradata
7 24 (3.87%) Denodo
7 24 (3.87%) Oracle
8 23 (3.71%) Cloudera
9 20 (3.23%) SAP
10 12 (1.94%) Talend
11 9 (1.45%) Salesforce
12 7 (1.13%) OpenAI
13 5 (0.81%) Netezza
14 4 (0.65%) Intapp
14 4 (0.65%) Remedy
14 4 (0.65%) ServiceNow
15 3 (0.48%) Bloomberg
15 3 (0.48%) Cognos
15 3 (0.48%) Guidewire