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

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 278 189 144
Rank change year-on-year -89 -45 -21
Permanent jobs citing Data Warehouse 537 726 1,672
As % of all permanent jobs in England 0.65% 1.85% 1.97%
As % of the Database & Business Intelligence category 7.55% 11.12% 11.34%
Number of salaries quoted 365 436 1,250
10th Percentile £44,517 £42,500 £41,250
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £60,500
Median % change year-on-year +7.69% +7.44% -10.37%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,752 £65,000 £60,500
% change year-on-year +8.85% +7.44% -10.37%

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 7,108 6,530 14,744
As % of all permanent jobs advertised in England 8.65% 16.63% 17.41%
Number of salaries quoted 4,504 4,469 11,393
10th Percentile £35,750 £36,250 £35,000
25th Percentile £45,000 £47,500 £42,725
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -11.54%
75th Percentile £80,000 £85,000 £77,500
90th Percentile £97,125 £115,000 £98,750
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

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 May 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 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
London -42 268 £82,500 +10.00% 92
North of England -33 88 £65,000 +10.64% 48
South East -82 65 £70,500 +8.46% 34
Yorkshire -36 47 £63,500 +5.83% 19
Midlands -70 43 £60,000 +4.35% 16
East of England -3 38 £70,000 +40.00% 15
North West -7 33 £70,932 +28.97% 22
West Midlands -76 29 £62,000 +7.83% 12
South West -90 25 £64,500 -7.86% 14
East Midlands -30 14 £45,390 -25.89% 4
North East -33 8 £62,500 - 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 68 (12.66%) Apache Airflow
2 63 (11.73%) Apache Spark
3 29 (5.40%) Apache
4 10 (1.86%) SharePoint
5 6 (1.12%) Oracle Application Server
6 5 (0.93%) Confluence
7 4 (0.74%) SAS
8 3 (0.56%) Apache Superset
9 2 (0.37%) Luigi
9 2 (0.37%) Palantir Foundry
10 1 (0.19%) CMS
10 1 (0.19%) GeoServer
10 1 (0.19%) WordPress
Applications
1 24 (4.47%) Microsoft Excel
2 11 (2.05%) Microsoft Office
3 6 (1.12%) Maya
4 3 (0.56%) Microsoft PowerPoint
5 1 (0.19%) Spreadsheet
Business Applications
1 4 (0.74%) Oracle ERP
2 3 (0.56%) Aladdin
2 3 (0.56%) Dynamics CRM
2 3 (0.56%) FLEXCUBE
2 3 (0.56%) Markit EDM
2 3 (0.56%) Misys Opics
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) SAP S/4HANA
3 2 (0.37%) Unit4 Business World
4 1 (0.19%) Loan IQ
4 1 (0.19%) Oracle Financials
4 1 (0.19%) SAP MDG
4 1 (0.19%) Sparx Enterprise Architect
Cloud Services
1 280 (52.14%) Azure
2 198 (36.87%) Power Platform
3 154 (28.68%) AWS
4 125 (23.28%) Snowflake
5 101 (18.81%) Azure Data Factory
6 90 (16.76%) GCP
7 87 (16.20%) Azure Synapse Analytics
8 85 (15.83%) dbt
9 37 (6.89%) Serverless
10 34 (6.33%) Azure DevOps
11 30 (5.59%) Power Automate
12 25 (4.66%) Amazon S3
13 22 (4.10%) AWS Lambda
13 22 (4.10%) PowerApps
13 22 (4.10%) SaaS
14 12 (2.23%) Matillion
15 11 (2.05%) Amazon Kinesis
15 11 (2.05%) Microsoft Purview
16 10 (1.86%) Azure Logic Apps
16 10 (1.86%) GitHub
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.19%) Broadband
Database & Business Intelligence
1 183 (34.08%) Power BI
2 146 (27.19%) Data Lake
3 71 (13.22%) Amazon Redshift
4 68 (12.66%) Tableau
5 66 (12.29%) SQL Server
6 57 (10.61%) BigQuery
7 41 (7.64%) SQL Server Integration Services
8 39 (7.26%) Snowflake Schema
9 38 (7.08%) Metadata
10 33 (6.15%) Looker
11 32 (5.96%) Star Schema
12 28 (5.21%) Azure SQL Database
12 28 (5.21%) SQL Server Reporting Services
13 27 (5.03%) Relational Database
14 23 (4.28%) Elasticsearch
14 23 (4.28%) PostgreSQL
15 21 (3.91%) Azure SQL Data Warehouse
15 21 (3.91%) Big Data
15 21 (3.91%) NoSQL
16 17 (3.17%) Delta Lake
Development Applications
1 36 (6.70%) Git
2 32 (5.96%) MLflow
3 18 (3.35%) Visual Studio
4 13 (2.42%) JIRA
5 6 (1.12%) Jenkins
5 6 (1.12%) SQL Server Management Studio (SSMS)
6 3 (0.56%) GitLab
7 2 (0.37%) DBeaver
7 2 (0.37%) ERwin
7 2 (0.37%) PowerDesigner
8 1 (0.19%) ER Studio
8 1 (0.19%) Oracle APEX
8 1 (0.19%) Team Foundation Server
8 1 (0.19%) TestDirector
8 1 (0.19%) Zephyr
General
1 157 (29.24%) Finance
2 148 (27.56%) Analytical Skills
3 147 (27.37%) Social Skills
4 27 (5.03%) Public Sector
5 22 (4.10%) Inclusion and Diversity
6 18 (3.35%) Banking
6 18 (3.35%) Law
7 13 (2.42%) Retail
8 12 (2.23%) Documentation Skills
9 11 (2.05%) Marketing
10 10 (1.86%) Influencing Skills
10 10 (1.86%) Local Government
11 9 (1.68%) Advertising
12 7 (1.30%) Manufacturing
13 6 (1.12%) Billing
13 6 (1.12%) Games
13 6 (1.12%) Legal
14 4 (0.74%) Organisational Skills
14 4 (0.74%) Presentation Skills
15 3 (0.56%) Retail Banking
Job Titles
1 184 (34.26%) Data Engineer
2 101 (18.81%) Senior
3 68 (12.66%) Lead
4 65 (12.10%) Architect
5 48 (8.94%) Data Architect
6 46 (8.57%) Developer
7 43 (8.01%) Analyst
8 42 (7.82%) Senior Data Engineer
9 30 (5.59%) Azure Engineer
10 28 (5.21%) Lead Data Engineer
11 27 (5.03%) Data Analyst
12 24 (4.47%) Data Management Specialist
12 24 (4.47%) Product Specialist
13 23 (4.28%) Business Intelligence Developer
13 23 (4.28%) Senior Systems Engineer
13 23 (4.28%) Systems Engineer
14 22 (4.10%) Azure Architect
15 20 (3.72%) Azure Data Engineer
16 17 (3.17%) Azure Data Architect
16 17 (3.17%) Data Manager
Libraries, Frameworks & Software Standards
1 60 (11.17%) Kafka
2 54 (10.06%) PySpark
3 27 (5.03%) LangChain
3 27 (5.03%) PyTorch
3 27 (5.03%) scikit-learn
3 27 (5.03%) TensorFlow
4 23 (4.28%) LlamaIndex
4 23 (4.28%) pgvector
5 15 (2.79%) Pandas
5 15 (2.79%) REST
6 9 (1.68%) ARM Templates
7 7 (1.30%) EDI
7 7 (1.30%) JSON
7 7 (1.30%) Middleware
8 6 (1.12%) CSS
9 4 (0.74%) .NET
9 4 (0.74%) React
9 4 (0.74%) XGBoost
10 3 (0.56%) NumPy
10 3 (0.56%) Streamlit
Miscellaneous
1 49 (9.12%) Cloud Native
2 26 (4.84%) Analytical Mindset
3 25 (4.66%) Clustering
4 23 (4.28%) Public Cloud
5 22 (4.10%) Data Structures
5 22 (4.10%) Management Information System
6 15 (2.79%) Product Ownership
7 14 (2.61%) Legacy Systems
8 13 (2.42%) Low-Code
9 11 (2.05%) Enterprise Software
9 11 (2.05%) Onboarding
9 11 (2.05%) Replication
10 10 (1.86%) Greenfield Project
11 9 (1.68%) Distributed Systems
12 8 (1.49%) Hybrid Cloud
13 7 (1.30%) Data Protection Act
13 7 (1.30%) NHS
14 6 (1.12%) Distributed Computing
14 6 (1.12%) Reference Data
15 4 (0.74%) Blockchain
Operating Systems
1 1 (0.19%) Linux
Processes & Methodologies
1 294 (54.75%) Analytics
2 286 (53.26%) ETL
3 279 (51.96%) Data Modelling
4 267 (49.72%) Business Intelligence
5 248 (46.18%) Data Engineering
6 191 (35.57%) Data Pipeline
7 180 (33.52%) Data Governance
8 150 (27.93%) AI
9 132 (24.58%) Decision-Making
10 124 (23.09%) Data Science
11 122 (22.72%) Problem-Solving
12 112 (20.86%) CI/CD
13 102 (18.99%) Data Management
14 96 (17.88%) Use Case
15 95 (17.69%) Agile
16 85 (15.83%) Data Integration
17 83 (15.46%) Data Architecture
18 82 (15.27%) Machine Learning
19 74 (13.78%) Performance Tuning
20 73 (13.59%) DevOps
Programming Languages
1 386 (71.88%) SQL
2 279 (51.96%) Python
3 27 (5.03%) R
4 24 (4.47%) Java
5 23 (4.28%) Data Analysis Expressions
6 20 (3.72%) Scala
7 11 (2.05%) PowerShell
8 9 (1.68%) JavaScript
8 9 (1.68%) T-SQL
9 8 (1.49%) C#
10 6 (1.12%) Julia
10 6 (1.12%) PL/SQL
10 6 (1.12%) VBA
11 5 (0.93%) Bicep
12 3 (0.56%) ANSI SQL
13 2 (0.37%) Kusto Query Language
14 1 (0.19%) Bash
14 1 (0.19%) Go
14 1 (0.19%) PHP
14 1 (0.19%) TypeScript
Qualifications
1 95 (17.69%) Degree
2 36 (6.70%) Computer Science Degree
3 26 (4.84%) Security Cleared
4 22 (4.10%) Azure Certification
5 17 (3.17%) SC Cleared
6 15 (2.79%) Microsoft Certification
7 11 (2.05%) DBS Check
7 11 (2.05%) Master's Degree
8 7 (1.30%) BPSS Clearance
8 7 (1.30%) CITP
9 6 (1.12%) AWS Certification
10 5 (0.93%) AWS Certified Solutions Architect
11 4 (0.74%) DV Cleared
12 3 (0.56%) ICAEW
12 3 (0.56%) Tableau Certification
12 3 (0.56%) TOGAF Certification
13 2 (0.37%) ACCA
13 2 (0.37%) CIMA
13 2 (0.37%) HND
13 2 (0.37%) Oracle Certification
Quality Assurance & Compliance
1 162 (30.17%) Data Quality
2 60 (11.17%) GDPR
3 25 (4.66%) California Consumer Privacy Act
4 11 (2.05%) Accessibility
5 9 (1.68%) ISO/IEC 27001
5 9 (1.68%) QA
6 7 (1.30%) NIST
6 7 (1.30%) Sarbanes-Oxley
7 5 (0.93%) GRC
7 5 (0.93%) HIPAA
7 5 (0.93%) IFRS
7 5 (0.93%) Solvency II
8 4 (0.74%) IFRS 17
9 3 (0.56%) SLA
10 1 (0.19%) Actionable Recommendations
10 1 (0.19%) ISO 22301
10 1 (0.19%) MiFID
10 1 (0.19%) NCSC
10 1 (0.19%) Software Quality Assurance
System Software
1 20 (3.72%) Docker
2 1 (0.19%) Active Directory
Systems Management
1 33 (6.15%) Terraform
2 19 (3.54%) Kubernetes
3 3 (0.56%) Ansible
3 3 (0.56%) Control-M
4 1 (0.19%) Single Sign-On
Vendors
1 179 (33.33%) Databricks
2 112 (20.86%) Microsoft
3 57 (10.61%) Informatica
4 47 (8.75%) Dell
5 33 (6.15%) Oracle
6 25 (4.66%) Teradata
7 24 (4.47%) Denodo
8 23 (4.28%) Cloudera
8 23 (4.28%) Talend
9 21 (3.91%) Google
10 15 (2.79%) SAP
11 13 (2.42%) Salesforce
12 9 (1.68%) OpenAI
13 8 (1.49%) Netezza
14 7 (1.30%) Foundry
14 7 (1.30%) Planon
15 5 (0.93%) MuleSoft
15 5 (0.93%) ServiceNow
16 4 (0.74%) Fortinet
16 4 (0.74%) Palo Alto