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

6 months to
29 Jun 2026
Same period 2025 Same period 2024
Rank 275 191 150
Rank change year-on-year -84 -41 -14
Permanent jobs citing Data Warehouse 588 742 1,656
As % of all permanent jobs in England 0.69% 1.81% 1.79%
As % of the Database & Business Intelligence category 7.72% 11.18% 11.01%
Number of salaries quoted 432 428 1,215
10th Percentile £43,525 £42,569 £41,352
25th Percentile £51,250 £52,500 £46,250
Median annual salary (50th Percentile) £65,000 £67,500 £63,195
Median % change year-on-year -3.70% +6.81% -5.82%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £99,875 £100,000 £100,000
UK median annual salary £65,000 £65,000 £63,195
% change year-on-year - +2.86% -2.78%

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 7,614 6,634 15,046
As % of all permanent jobs advertised in England 8.92% 16.21% 16.24%
Number of salaries quoted 5,179 4,430 11,325
10th Percentile £36,250 £35,500 £35,000
25th Percentile £45,624 £46,250 £43,250
Median annual salary (50th Percentile) £60,000 £62,500 £58,000
Median % change year-on-year -4.00% +7.76% -10.77%
75th Percentile £80,000 £83,750 £79,500
90th Percentile £95,000 £112,500 £102,500
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 29 June 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 29 June 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 -46 282 £82,500 +10.00% 114
North of England -21 125 £60,000 +2.13% 43
Yorkshire -11 60 £62,500 +4.17% 11
South East -94 58 £70,000 +7.69% 51
North West +6 51 £57,500 +4.55% 27
Midlands -67 47 £55,000 - 19
East of England -6 35 £67,500 +35.00% 11
West Midlands -49 31 £60,000 +9.09% 12
South West -101 31 £58,750 -16.07% 8
East Midlands -23 16 £43,173 -33.58% 7
North East -39 14 £48,000 +1.05% 5
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 70 (11.90%) Apache Airflow
2 62 (10.54%) Apache Spark
3 34 (5.78%) Apache
4 11 (1.87%) SharePoint
5 9 (1.53%) SAS
6 6 (1.02%) Confluence
6 6 (1.02%) Oracle Application Server
7 2 (0.34%) Luigi
7 2 (0.34%) Palantir Foundry
8 1 (0.17%) CMS
8 1 (0.17%) GeoServer
8 1 (0.17%) Microsoft Exchange
8 1 (0.17%) WordPress
Applications
1 25 (4.25%) Microsoft Excel
2 10 (1.70%) Microsoft Office
3 3 (0.51%) Microsoft PowerPoint
4 2 (0.34%) Spreadsheet
5 1 (0.17%) Chatbot
Business Applications
1 5 (0.85%) 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%) Aladdin
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%) 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
1 301 (51.19%) Azure
2 210 (35.71%) Power Platform
3 178 (30.27%) AWS
4 140 (23.81%) Snowflake
5 101 (17.18%) GCP
6 93 (15.82%) Azure Data Factory
7 88 (14.97%) Azure Synapse Analytics
8 85 (14.46%) dbt
9 38 (6.46%) Amazon S3
10 37 (6.29%) Serverless
11 34 (5.78%) Azure DevOps
12 28 (4.76%) Power Automate
13 24 (4.08%) PowerApps
14 22 (3.74%) AWS Lambda
14 22 (3.74%) SaaS
15 18 (3.06%) Microsoft Purview
16 15 (2.55%) Azure Logic Apps
17 12 (2.04%) Matillion
18 10 (1.70%) Azure Functions
18 10 (1.70%) Fivetran
Communications & Networking
1 2 (0.34%) 4G
1 2 (0.34%) 5G
1 2 (0.34%) Kerberos
1 2 (0.34%) NAS
2 1 (0.17%) Broadband
Database & Business Intelligence
1 199 (33.84%) Power BI
2 150 (25.51%) Data Lake
3 80 (13.61%) Amazon Redshift
4 70 (11.90%) SQL Server
5 67 (11.39%) Tableau
6 60 (10.20%) BigQuery
7 50 (8.50%) Metadata
8 43 (7.31%) Snowflake Schema
9 39 (6.63%) SQL Server Integration Services
9 39 (6.63%) Star Schema
10 34 (5.78%) Big Data
10 34 (5.78%) SQL Server Reporting Services
11 33 (5.61%) Looker
12 31 (5.27%) Azure SQL Database
13 25 (4.25%) PostgreSQL
14 23 (3.91%) Elasticsearch
15 22 (3.74%) Azure SQL Data Warehouse
15 22 (3.74%) Relational Database
16 18 (3.06%) NoSQL
17 16 (2.72%) Power Query
Development Applications
1 29 (4.93%) MLflow
2 28 (4.76%) Git
3 19 (3.23%) JIRA
4 14 (2.38%) Visual Studio
5 6 (1.02%) SQL Server Management Studio (SSMS)
6 5 (0.85%) 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 (27.89%) Finance
2 162 (27.55%) Analytical Skills
3 152 (25.85%) Social Skills
4 27 (4.59%) Public Sector
5 25 (4.25%) Banking
6 15 (2.55%) Inclusion and Diversity
7 14 (2.38%) Manufacturing
7 14 (2.38%) Retail
8 12 (2.04%) Advertising
8 12 (2.04%) Influencing Skills
8 12 (2.04%) Law
9 11 (1.87%) Marketing
10 10 (1.70%) Documentation Skills
10 10 (1.70%) Legal
11 7 (1.19%) Billing
11 7 (1.19%) Financial Institution
11 7 (1.19%) Local Government
12 6 (1.02%) Presentation Skills
13 5 (0.85%) Organisational Skills
14 3 (0.51%) Front Office
Job Titles
1 212 (36.05%) Data Engineer
2 107 (18.20%) Senior
3 77 (13.10%) Architect
4 74 (12.59%) Lead
5 62 (10.54%) Data Architect
6 56 (9.52%) Analyst
7 55 (9.35%) Developer
8 43 (7.31%) Senior Data Engineer
9 32 (5.44%) Data Analyst
10 31 (5.27%) Lead Data Engineer
11 30 (5.10%) Azure Engineer
12 26 (4.42%) Business Intelligence Developer
13 24 (4.08%) Data Management Specialist
13 24 (4.08%) Product Specialist
14 23 (3.91%) Senior Systems Engineer
14 23 (3.91%) Systems Engineer
15 19 (3.23%) Azure Architect
16 18 (3.06%) Azure Data Engineer
17 17 (2.89%) Data Manager
18 15 (2.55%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 59 (10.03%) Kafka
2 45 (7.65%) PySpark
3 25 (4.25%) LangChain
3 25 (4.25%) PyTorch
3 25 (4.25%) scikit-learn
3 25 (4.25%) TensorFlow
4 23 (3.91%) LlamaIndex
4 23 (3.91%) pgvector
5 19 (3.23%) REST
6 13 (2.21%) Pandas
7 9 (1.53%) ARM Templates
7 9 (1.53%) JSON
8 7 (1.19%) EDI
8 7 (1.19%) Middleware
9 4 (0.68%) .NET
9 4 (0.68%) NumPy
9 4 (0.68%) XML
10 3 (0.51%) CSS
10 3 (0.51%) Streamlit
10 3 (0.51%) YAML
Miscellaneous
1 59 (10.03%) Cloud Native
2 28 (4.76%) Analytical Mindset
3 26 (4.42%) Clustering
4 24 (4.08%) Data Structures
4 24 (4.08%) Public Cloud
5 20 (3.40%) Product Ownership
6 17 (2.89%) Onboarding
7 16 (2.72%) Management Information System
8 14 (2.38%) Legacy Systems
9 13 (2.21%) Distributed Computing
10 12 (2.04%) Low-Code
11 11 (1.87%) Replication
12 10 (1.70%) Greenfield Project
13 7 (1.19%) Data Protection Act
14 6 (1.02%) Hybrid Cloud
14 6 (1.02%) Reference Data
14 6 (1.02%) Sports Betting
15 5 (0.85%) Online Gambling
16 4 (0.68%) Data Fabric
16 4 (0.68%) Derivative
Operating Systems
1 5 (0.85%) Linux
2 4 (0.68%) Windows
3 3 (0.51%) Windows Server
4 2 (0.34%) Windows Server 2016
5 1 (0.17%) Unix
Processes & Methodologies
1 337 (57.31%) Analytics
2 301 (51.19%) Data Modelling
3 296 (50.34%) ETL
4 287 (48.81%) Business Intelligence
5 256 (43.54%) Data Engineering
6 212 (36.05%) Data Pipeline
7 192 (32.65%) Data Governance
8 188 (31.97%) AI
9 155 (26.36%) Decision-Making
10 137 (23.30%) Problem-Solving
11 111 (18.88%) Data Science
12 109 (18.54%) CI/CD
13 107 (18.20%) Machine Learning
14 106 (18.03%) Use Case
15 98 (16.67%) Data Management
16 95 (16.16%) Agile
17 93 (15.82%) Data Architecture
18 90 (15.31%) Performance Tuning
19 87 (14.80%) Data Integration
20 78 (13.27%) Mentoring
Programming Languages
1 416 (70.75%) SQL
2 291 (49.49%) Python
3 29 (4.93%) Data Analysis Expressions
4 24 (4.08%) R
5 20 (3.40%) Scala
6 15 (2.55%) Java
7 14 (2.38%) T-SQL
8 11 (1.87%) C#
8 11 (1.87%) PowerShell
9 9 (1.53%) JavaScript
10 6 (1.02%) Julia
11 5 (0.85%) Bicep
11 5 (0.85%) PL/SQL
12 4 (0.68%) Bash
12 4 (0.68%) Kusto Query Language
13 2 (0.34%) VBScript
14 1 (0.17%) Go
14 1 (0.17%) PHP
14 1 (0.17%) Shell Script
14 1 (0.17%) TypeScript
Qualifications
1 94 (15.99%) Degree
2 48 (8.16%) Security Cleared
3 32 (5.44%) Computer Science Degree
4 31 (5.27%) SC Cleared
5 22 (3.74%) Azure Certification
6 14 (2.38%) DBS Check
7 11 (1.87%) AWS Certification
7 11 (1.87%) BPSS Clearance
7 11 (1.87%) Master's Degree
7 11 (1.87%) Microsoft Certification
8 7 (1.19%) TOGAF Certification
9 6 (1.02%) DV Cleared
10 5 (0.85%) CITP
11 4 (0.68%) AWS Certified Solutions Architect
11 4 (0.68%) Tableau Certification
12 3 (0.51%) ICAEW
12 3 (0.51%) SnowPro
13 2 (0.34%) ACCA
13 2 (0.34%) CIMA
13 2 (0.34%) HND
Quality Assurance & Compliance
1 195 (33.16%) Data Quality
2 67 (11.39%) GDPR
3 24 (4.08%) California Consumer Privacy Act
4 11 (1.87%) Accessibility
5 8 (1.36%) QA
6 5 (0.85%) GRC
6 5 (0.85%) IFRS
6 5 (0.85%) ISO/IEC 27001
6 5 (0.85%) Sarbanes-Oxley
6 5 (0.85%) Solvency II
7 4 (0.68%) IFRS 17
7 4 (0.68%) NIST
8 3 (0.51%) HIPAA
8 3 (0.51%) SLA
9 1 (0.17%) Actionable Recommendations
9 1 (0.17%) ISO 20022
9 1 (0.17%) ISO 22301
9 1 (0.17%) MiFID
9 1 (0.17%) Software Quality Assurance
System Software
1 21 (3.57%) Docker
2 4 (0.68%) Active Directory
Systems Management
1 38 (6.46%) Terraform
2 17 (2.89%) Kubernetes
3 5 (0.85%) Ansible
4 2 (0.34%) Control-M
5 1 (0.17%) Single Sign-On
Vendors
1 184 (31.29%) Databricks
2 133 (22.62%) Microsoft
3 50 (8.50%) Informatica
4 47 (7.99%) Dell
5 27 (4.59%) Google
6 26 (4.42%) Oracle
7 25 (4.25%) Teradata
8 24 (4.08%) Denodo
9 23 (3.91%) Cloudera
10 17 (2.89%) SAP
11 13 (2.21%) Talend
12 11 (1.87%) Salesforce
13 7 (1.19%) OpenAI
14 5 (0.85%) Netezza
14 5 (0.85%) Planon
14 5 (0.85%) ServiceNow
15 4 (0.68%) Foundry
15 4 (0.68%) Remedy
16 3 (0.51%) Bloomberg
16 3 (0.51%) Cognos