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

6 months to
3 Jul 2026
Same period 2025 Same period 2024
Rank 270 193 160
Rank change year-on-year -77 -33 -29
Permanent jobs citing Data Warehouse 594 745 1,642
As % of all permanent jobs in England 0.69% 1.78% 1.78%
As % of the Database & Business Intelligence category 7.76% 11.09% 10.97%
Number of salaries quoted 433 428 1,200
10th Percentile £43,550 £42,125 £41,254
25th Percentile £51,250 £52,500 £46,250
Median annual salary (50th Percentile) £65,000 £67,500 £63,347
Median % change year-on-year -3.70% +6.56% -5.57%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £65,000 £63,500
% change year-on-year - +2.36% -2.31%

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 7,655 6,718 14,970
As % of all permanent jobs advertised in England 8.91% 16.08% 16.19%
Number of salaries quoted 5,202 4,484 11,263
10th Percentile £36,250 £35,000 £35,392
25th Percentile £45,750 £46,250 £43,500
Median annual salary (50th Percentile) £60,000 £62,500 £58,500
Median % change year-on-year -4.00% +6.84% -10.00%
75th Percentile £80,000 £83,738 £80,000
90th Percentile £95,000 £112,500 £105,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -8.73%

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 3 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 3 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 -48 291 £82,500 +10.00% 177
North of England -1 126 £58,750 - 63
Yorkshire -12 62 £62,500 +4.17% 13
South East -95 57 £62,500 -3.85% 71
North West -2 50 £57,500 +4.55% 43
Midlands -58 46 £55,000 - 25
East of England -4 33 £67,500 +35.00% 10
South West -97 31 £58,750 -16.07% 14
West Midlands -54 30 £57,500 +4.55% 15
East Midlands -18 16 £43,173 -29.51% 10
North East -38 14 £48,000 +1.05% 7
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 (11.95%) Apache Airflow
2 62 (10.44%) Apache Spark
3 34 (5.72%) Apache
4 10 (1.68%) SAS
4 10 (1.68%) SharePoint
5 6 (1.01%) Confluence
5 6 (1.01%) Oracle Application Server
6 2 (0.34%) Luigi
6 2 (0.34%) Palantir Foundry
7 1 (0.17%) CMS
7 1 (0.17%) GeoServer
7 1 (0.17%) Microsoft Exchange
7 1 (0.17%) WordPress
Applications
1 26 (4.38%) Microsoft Excel
2 9 (1.52%) Microsoft Office
3 3 (0.51%) Microsoft PowerPoint
4 2 (0.34%) Spreadsheet
5 1 (0.17%) Chatbot
Business Applications
1 5 (0.84%) Dynamics CRM
2 3 (0.51%) FLEXCUBE
2 3 (0.51%) Misys Opics
2 3 (0.51%) Oracle ERP
2 3 (0.51%) SAP S/4HANA
3 2 (0.34%) Carpe Diem
3 2 (0.34%) Elite 3E
3 2 (0.34%) IBM Planning Analytics
3 2 (0.34%) Markit EDM
3 2 (0.34%) SAP Business One
3 2 (0.34%) Unit4 Business World
4 1 (0.17%) Aladdin
4 1 (0.17%) Loan IQ
4 1 (0.17%) Oracle Financials
4 1 (0.17%) Sage X3
4 1 (0.17%) SAP MDG
4 1 (0.17%) Sparx Enterprise Architect
4 1 (0.17%) Temenos T24
Cloud Services
1 302 (50.84%) Azure
2 207 (34.85%) Power Platform
3 181 (30.47%) AWS
4 141 (23.74%) Snowflake
5 103 (17.34%) GCP
6 94 (15.82%) Azure Data Factory
7 89 (14.98%) Azure Synapse Analytics
8 87 (14.65%) dbt
9 41 (6.90%) Amazon S3
10 37 (6.23%) Serverless
11 35 (5.89%) Azure DevOps
12 27 (4.55%) Power Automate
13 23 (3.87%) PowerApps
13 23 (3.87%) SaaS
14 22 (3.70%) AWS Lambda
15 19 (3.20%) Microsoft Purview
16 16 (2.69%) Azure Logic Apps
17 12 (2.02%) Amazon EMR
17 12 (2.02%) Matillion
18 11 (1.85%) GitHub
Communications & Networking
1 3 (0.51%) Kerberos
1 3 (0.51%) NAS
2 2 (0.34%) 4G
2 2 (0.34%) 5G
3 1 (0.17%) Broadband
Database & Business Intelligence
1 197 (33.16%) Power BI
2 153 (25.76%) Data Lake
3 82 (13.80%) Amazon Redshift
4 69 (11.62%) SQL Server
5 67 (11.28%) Tableau
6 61 (10.27%) BigQuery
7 53 (8.92%) Metadata
8 43 (7.24%) Snowflake Schema
9 40 (6.73%) Star Schema
10 38 (6.40%) SQL Server Integration Services
11 37 (6.23%) Big Data
12 34 (5.72%) SQL Server Reporting Services
13 33 (5.56%) Looker
14 32 (5.39%) Azure SQL Database
15 25 (4.21%) PostgreSQL
16 23 (3.87%) Elasticsearch
17 22 (3.70%) Azure SQL Data Warehouse
18 21 (3.54%) Relational Database
19 18 (3.03%) NoSQL
20 16 (2.69%) Power Query
Development Applications
1 30 (5.05%) Git
2 29 (4.88%) MLflow
3 20 (3.37%) JIRA
4 14 (2.36%) Visual Studio
5 6 (1.01%) SQL Server Management Studio (SSMS)
6 5 (0.84%) Jenkins
7 2 (0.34%) DBeaver
7 2 (0.34%) ERwin
7 2 (0.34%) PowerDesigner
8 1 (0.17%) ER Studio
8 1 (0.17%) Oracle APEX
8 1 (0.17%) Team Foundation Server
8 1 (0.17%) TestDirector
8 1 (0.17%) Zephyr
General
1 164 (27.61%) Finance
2 163 (27.44%) Analytical Skills
3 154 (25.93%) Social Skills
4 26 (4.38%) Banking
4 26 (4.38%) Public Sector
5 16 (2.69%) Manufacturing
6 14 (2.36%) Inclusion and Diversity
6 14 (2.36%) Retail
7 13 (2.19%) Influencing Skills
8 12 (2.02%) Advertising
8 12 (2.02%) Law
8 12 (2.02%) Marketing
9 11 (1.85%) Legal
10 10 (1.68%) Documentation Skills
11 7 (1.18%) Billing
11 7 (1.18%) Financial Institution
11 7 (1.18%) Local Government
11 7 (1.18%) Presentation Skills
12 5 (0.84%) Organisational Skills
12 5 (0.84%) Retail Banking
Job Titles
1 212 (35.69%) Data Engineer
2 110 (18.52%) Senior
3 79 (13.30%) Architect
4 76 (12.79%) Lead
5 64 (10.77%) Data Architect
6 57 (9.60%) Analyst
7 56 (9.43%) Developer
8 43 (7.24%) Senior Data Engineer
9 32 (5.39%) Lead Data Engineer
10 31 (5.22%) Data Analyst
11 28 (4.71%) Azure Engineer
12 26 (4.38%) Business Intelligence Developer
13 24 (4.04%) Data Management Specialist
13 24 (4.04%) Product Specialist
14 23 (3.87%) Senior Systems Engineer
14 23 (3.87%) Systems Engineer
15 18 (3.03%) Azure Architect
16 17 (2.86%) Data Manager
17 16 (2.69%) Azure Data Engineer
18 15 (2.53%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 60 (10.10%) Kafka
2 43 (7.24%) PySpark
3 27 (4.55%) scikit-learn
4 25 (4.21%) LangChain
4 25 (4.21%) PyTorch
4 25 (4.21%) TensorFlow
5 23 (3.87%) LlamaIndex
5 23 (3.87%) pgvector
6 19 (3.20%) REST
7 15 (2.53%) Pandas
8 9 (1.52%) ARM Templates
8 9 (1.52%) JSON
9 7 (1.18%) Middleware
10 6 (1.01%) EDI
10 6 (1.01%) NumPy
11 4 (0.67%) .NET
11 4 (0.67%) XML
12 3 (0.51%) CSS
12 3 (0.51%) Node.js
12 3 (0.51%) YAML
Miscellaneous
1 62 (10.44%) Cloud Native
2 29 (4.88%) Analytical Mindset
3 26 (4.38%) Clustering
4 24 (4.04%) Data Structures
4 24 (4.04%) Public Cloud
5 20 (3.37%) Product Ownership
6 19 (3.20%) Onboarding
7 15 (2.53%) Distributed Computing
7 15 (2.53%) Management Information System
8 13 (2.19%) Legacy Systems
9 12 (2.02%) Low-Code
10 11 (1.85%) Replication
11 10 (1.68%) Greenfield Project
12 8 (1.35%) Data Protection Act
13 7 (1.18%) Hybrid Cloud
14 6 (1.01%) Reference Data
14 6 (1.01%) Sports Betting
15 5 (0.84%) Online Gambling
15 5 (0.84%) Reinsurance
16 4 (0.67%) Enterprise Cloud
Operating Systems
1 6 (1.01%) Linux
2 5 (0.84%) Windows
3 4 (0.67%) Windows Server
4 3 (0.51%) Windows Server 2016
5 1 (0.17%) Unix
Processes & Methodologies
1 350 (58.92%) Analytics
2 307 (51.68%) Data Modelling
3 293 (49.33%) ETL
4 287 (48.32%) Business Intelligence
5 256 (43.10%) Data Engineering
6 215 (36.20%) Data Pipeline
7 197 (33.16%) AI
8 194 (32.66%) Data Governance
9 164 (27.61%) Decision-Making
10 137 (23.06%) Problem-Solving
11 113 (19.02%) CI/CD
11 113 (19.02%) Data Science
12 111 (18.69%) Machine Learning
13 106 (17.85%) Use Case
14 98 (16.50%) Agile
15 97 (16.33%) Data Management
16 94 (15.82%) Data Architecture
17 88 (14.81%) Performance Tuning
18 85 (14.31%) Data Integration
19 79 (13.30%) Mentoring
Programming Languages
1 416 (70.03%) SQL
2 293 (49.33%) Python
3 29 (4.88%) Data Analysis Expressions
4 24 (4.04%) R
5 20 (3.37%) Scala
6 16 (2.69%) Java
7 14 (2.36%) T-SQL
8 12 (2.02%) PowerShell
9 11 (1.85%) C#
10 10 (1.68%) JavaScript
11 6 (1.01%) Julia
12 5 (0.84%) Bash
12 5 (0.84%) Bicep
12 5 (0.84%) PL/SQL
13 4 (0.67%) Kusto Query Language
14 2 (0.34%) TypeScript
14 2 (0.34%) VBScript
15 1 (0.17%) Go
15 1 (0.17%) PHP
15 1 (0.17%) Shell Script
Qualifications
1 95 (15.99%) Degree
2 50 (8.42%) Security Cleared
3 32 (5.39%) Computer Science Degree
4 31 (5.22%) SC Cleared
5 21 (3.54%) Azure Certification
6 14 (2.36%) DBS Check
7 12 (2.02%) AWS Certification
8 11 (1.85%) BPSS Clearance
8 11 (1.85%) Master's Degree
9 10 (1.68%) Microsoft Certification
10 8 (1.35%) TOGAF Certification
11 6 (1.01%) DV Cleared
12 4 (0.67%) AWS Certified Solutions Architect
12 4 (0.67%) CITP
12 4 (0.67%) Tableau Certification
13 3 (0.51%) ICAEW
14 2 (0.34%) ACCA
14 2 (0.34%) CIMA
14 2 (0.34%) HND
14 2 (0.34%) SnowPro
Quality Assurance & Compliance
1 201 (33.84%) Data Quality
2 69 (11.62%) GDPR
3 23 (3.87%) California Consumer Privacy Act
4 12 (2.02%) Accessibility
5 8 (1.35%) QA
6 5 (0.84%) GRC
6 5 (0.84%) IFRS
6 5 (0.84%) Solvency II
7 4 (0.67%) IFRS 17
7 4 (0.67%) ISO/IEC 27001
7 4 (0.67%) Sarbanes-Oxley
8 3 (0.51%) NIST
8 3 (0.51%) SLA
9 2 (0.34%) EU AI Act
9 2 (0.34%) HIPAA
10 1 (0.17%) Actionable Recommendations
10 1 (0.17%) ISO 20022
10 1 (0.17%) ISO 22301
10 1 (0.17%) MiFID
10 1 (0.17%) Software Quality Assurance
System Software
1 21 (3.54%) Docker
2 5 (0.84%) Active Directory
Systems Management
1 38 (6.40%) Terraform
2 17 (2.86%) Kubernetes
3 6 (1.01%) Ansible
4 2 (0.34%) Control-M
5 1 (0.17%) Single Sign-On
Vendors
1 184 (30.98%) Databricks
2 132 (22.22%) Microsoft
3 48 (8.08%) Informatica
4 47 (7.91%) Dell
5 28 (4.71%) Google
6 26 (4.38%) Oracle
7 25 (4.21%) Teradata
8 24 (4.04%) Denodo
9 23 (3.87%) Cloudera
10 17 (2.86%) SAP
11 13 (2.19%) Talend
12 10 (1.68%) Salesforce
13 7 (1.18%) OpenAI
14 4 (0.67%) Foundry
14 4 (0.67%) Netezza
14 4 (0.67%) Planon
14 4 (0.67%) Remedy
14 4 (0.67%) ServiceNow
15 3 (0.51%) GoldenSource
15 3 (0.51%) Guidewire