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

6 months to
21 Mar 2026
Same period 2025 Same period 2024
Rank 238 166 138
Rank change year-on-year -72 -28 -18
Permanent jobs citing Data Warehouse 576 706 1,608
As % of all permanent jobs in England 0.86% 1.87% 2.14%
As % of the Database & Business Intelligence category 9.14% 9.89% 11.60%
Number of salaries quoted 355 419 1,256
10th Percentile £46,250 £41,250 £41,250
25th Percentile £57,500 £52,500 £45,000
Median annual salary (50th Percentile) £71,028 £65,000 £60,000
Median % change year-on-year +9.27% +8.33% -11.11%
75th Percentile £87,500 £86,625 £80,000
90th Percentile £110,000 £100,482 £100,000
UK median annual salary £72,500 £65,000 £60,000
% change year-on-year +11.54% +8.33% -11.11%

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 6,303 7,136 13,860
As % of all permanent jobs advertised in England 9.38% 18.86% 18.43%
Number of salaries quoted 3,962 4,659 11,121
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,500
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £81,250 £87,500 £76,250
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £63,000 £57,500
% change year-on-year -4.76% +9.57% -8.49%

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 March 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 March 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 +8 309 £83,500 +11.33% 134
South East -56 92 £75,000 +7.14% 90
North of England -90 56 £62,500 +8.70% 66
Midlands -53 52 £62,000 +5.53% 50
West Midlands -25 43 £62,000 +3.33% 33
East of England +14 39 £65,000 -7.14% 20
North West -35 29 £63,750 +15.91% 29
Yorkshire -63 25 £62,500 +8.70% 26
South West -70 16 £65,000 +18.18% 22
East Midlands -60 9 £47,500 -3.55% 17
North East -27 2 £45,000 -26.83% 12
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 59 (10.24%) Apache Spark
2 55 (9.55%) Apache Airflow
3 28 (4.86%) Apache
4 9 (1.56%) SharePoint
5 7 (1.22%) Confluence
6 6 (1.04%) Oracle Application Server
6 6 (1.04%) SAS
7 3 (0.52%) Apache Superset
8 2 (0.35%) Palantir Foundry
9 1 (0.17%) Microsoft Exchange
9 1 (0.17%) WordPress
Applications
1 25 (4.34%) Microsoft Excel
2 11 (1.91%) Microsoft Office
3 10 (1.74%) Maya
4 4 (0.69%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 6 (1.04%) Markit EDM
2 4 (0.69%) Oracle ERP
3 3 (0.52%) Aladdin
3 3 (0.52%) FLEXCUBE
3 3 (0.52%) Misys Opics
4 2 (0.35%) IBM Planning Analytics
4 2 (0.35%) Unit4 Business World
5 1 (0.17%) Cognos Business Intelligence
5 1 (0.17%) Dynamics CRM
5 1 (0.17%) Oracle Financials
5 1 (0.17%) SAP S/4HANA
5 1 (0.17%) SimCorp Dimension
5 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 321 (55.73%) Azure
2 204 (35.42%) Power Platform
3 146 (25.35%) Snowflake
4 143 (24.83%) AWS
5 93 (16.15%) Azure Data Factory
6 87 (15.10%) Azure Synapse Analytics
7 80 (13.89%) GCP
8 78 (13.54%) dbt
9 38 (6.60%) SaaS
10 35 (6.08%) Serverless
11 30 (5.21%) AWS Lambda
12 29 (5.03%) Azure DevOps
12 29 (5.03%) Power Automate
13 25 (4.34%) Amazon S3
14 20 (3.47%) GitHub
15 19 (3.30%) Fivetran
16 17 (2.95%) Matillion
17 16 (2.78%) PowerApps
18 13 (2.26%) Amazon Kinesis
19 12 (2.08%) Amazon EMR
Communications & Networking
1 2 (0.35%) Kerberos
2 1 (0.17%) 4G
2 1 (0.17%) 5G
2 1 (0.17%) Broadband
Database & Business Intelligence
1 191 (33.16%) Power BI
2 160 (27.78%) Data Lake
3 82 (14.24%) SQL Server
4 68 (11.81%) Tableau
5 58 (10.07%) Amazon Redshift
6 48 (8.33%) BigQuery
7 47 (8.16%) Metadata
8 41 (7.12%) SQL Server Integration Services
9 40 (6.94%) Azure SQL Database
10 33 (5.73%) Snowflake Schema
11 30 (5.21%) PostgreSQL
12 29 (5.03%) Azure SQL Data Warehouse
12 29 (5.03%) MySQL
12 29 (5.03%) SQL Server Reporting Services
13 28 (4.86%) Relational Database
14 27 (4.69%) Looker
14 27 (4.69%) NoSQL
15 25 (4.34%) Data Mining
16 23 (3.99%) Star Schema
17 22 (3.82%) Big Data
Development Applications
1 38 (6.60%) Git
2 21 (3.65%) MLflow
3 17 (2.95%) Visual Studio
4 9 (1.56%) ERwin
4 9 (1.56%) JIRA
4 9 (1.56%) PowerDesigner
5 5 (0.87%) ER Studio
5 5 (0.87%) git-flow
6 4 (0.69%) Jenkins
7 3 (0.52%) GitLab
7 3 (0.52%) SQL Server Management Studio (SSMS)
8 2 (0.35%) DBeaver
9 1 (0.17%) Oracle APEX
9 1 (0.17%) Selenium
9 1 (0.17%) SonarQube
9 1 (0.17%) Team Foundation Server
9 1 (0.17%) TestDirector
9 1 (0.17%) Zephyr
General
1 180 (31.25%) Finance
2 179 (31.08%) Social Skills
3 140 (24.31%) Analytical Skills
4 35 (6.08%) Public Sector
5 30 (5.21%) Law
6 27 (4.69%) Banking
7 21 (3.65%) Inclusion and Diversity
8 17 (2.95%) Retail
9 14 (2.43%) Documentation Skills
10 12 (2.08%) Marketing
11 11 (1.91%) Legal
12 10 (1.74%) Games
12 10 (1.74%) Local Government
13 8 (1.39%) Front Office
13 8 (1.39%) Influencing Skills
14 7 (1.22%) Retail Banking
15 6 (1.04%) Advertising
16 5 (0.87%) Billing
16 5 (0.87%) Financial Institution
17 4 (0.69%) Manufacturing
Job Titles
1 179 (31.08%) Data Engineer
2 118 (20.49%) Senior
3 114 (19.79%) Architect
4 96 (16.67%) Data Architect
5 53 (9.20%) Developer
6 52 (9.03%) Senior Data Engineer
7 51 (8.85%) Lead
8 37 (6.42%) Analyst
9 31 (5.38%) Azure Architect
10 26 (4.51%) Azure Engineer
11 25 (4.34%) Azure Data Architect
12 24 (4.17%) Azure Data Engineer
13 23 (3.99%) Consultant
14 21 (3.65%) Business Intelligence Developer
15 20 (3.47%) Data Manager
16 18 (3.13%) AWS Engineer
16 18 (3.13%) Lead Data Engineer
17 17 (2.95%) Data Analyst
17 17 (2.95%) Data Management Specialist
18 16 (2.78%) Senior Architect
Libraries, Frameworks & Software Standards
1 57 (9.90%) Kafka
2 42 (7.29%) PySpark
3 19 (3.30%) LangChain
3 19 (3.30%) PyTorch
3 19 (3.30%) scikit-learn
3 19 (3.30%) TensorFlow
4 15 (2.60%) LlamaIndex
4 15 (2.60%) pgvector
5 10 (1.74%) CSS
6 9 (1.56%) Pandas
6 9 (1.56%) React
7 7 (1.22%) .NET
8 6 (1.04%) AngularJS
8 6 (1.04%) JSON
8 6 (1.04%) Middleware
8 6 (1.04%) RabbitMQ
9 5 (0.87%) EDI
9 5 (0.87%) REST
9 5 (0.87%) Spring
9 5 (0.87%) XML
Miscellaneous
1 42 (7.29%) Cloud Native
2 34 (5.90%) Management Information System
3 27 (4.69%) Product Ownership
4 23 (3.99%) Data Structures
5 21 (3.65%) Analytical Mindset
6 18 (3.13%) Enterprise Software
7 15 (2.60%) Clustering
7 15 (2.60%) Public Cloud
8 14 (2.43%) Greenfield Project
9 13 (2.26%) Distributed Systems
9 13 (2.26%) Legacy Systems
9 13 (2.26%) Low-Code
10 11 (1.91%) NHS
11 10 (1.74%) Hybrid Cloud
12 9 (1.56%) Reference Data
12 9 (1.56%) Replication
13 8 (1.39%) Onboarding
13 8 (1.39%) Reinsurance
14 7 (1.22%) Hedge funds
15 6 (1.04%) Taxonomies
Operating Systems
1 2 (0.35%) Linux
2 1 (0.17%) Unix
Processes & Methodologies
1 333 (57.81%) Data Modelling
2 314 (54.51%) Analytics
3 301 (52.26%) ETL
4 271 (47.05%) Business Intelligence
5 252 (43.75%) Data Engineering
6 191 (33.16%) Data Governance
7 178 (30.90%) Data Pipeline
8 150 (26.04%) AI
9 141 (24.48%) Data Management
10 132 (22.92%) Decision-Making
11 129 (22.40%) Problem-Solving
12 123 (21.35%) Data Science
13 122 (21.18%) Data Integration
14 121 (21.01%) Data Architecture
15 119 (20.66%) Agile
16 102 (17.71%) CI/CD
17 93 (16.15%) Mentoring
18 73 (12.67%) Machine Learning
19 72 (12.50%) DevOps
20 70 (12.15%) Use Case
Programming Languages
1 373 (64.76%) SQL
2 255 (44.27%) Python
3 30 (5.21%) Java
4 22 (3.82%) Data Analysis Expressions
5 20 (3.47%) R
6 18 (3.13%) C#
7 15 (2.60%) Scala
8 12 (2.08%) PowerShell
9 11 (1.91%) T-SQL
10 7 (1.22%) TypeScript
11 6 (1.04%) PL/SQL
11 6 (1.04%) VBA
12 5 (0.87%) JavaScript
13 4 (0.69%) ANSI SQL
13 4 (0.69%) Julia
14 2 (0.35%) Bicep
15 1 (0.17%) Bash
15 1 (0.17%) PHP
Qualifications
1 78 (13.54%) Degree
2 35 (6.08%) Computer Science Degree
3 23 (3.99%) Security Cleared
4 17 (2.95%) Azure Certification
4 17 (2.95%) Microsoft Certification
5 16 (2.78%) SC Cleared
6 14 (2.43%) DBS Check
7 13 (2.26%) Master's Degree
8 9 (1.56%) AWS Certification
9 7 (1.22%) BPSS Clearance
9 7 (1.22%) TOGAF Certification
10 6 (1.04%) AWS Certified Solutions Architect
11 5 (0.87%) CITP
12 4 (0.69%) SnowPro
13 3 (0.52%) DV Cleared
13 3 (0.52%) PMI Certification
13 3 (0.52%) PMP
13 3 (0.52%) SAP Certification
14 2 (0.35%) HND
14 2 (0.35%) Oracle Certification
Quality Assurance & Compliance
1 163 (28.30%) Data Quality
2 52 (9.03%) Accessibility
3 49 (8.51%) GDPR
4 20 (3.47%) California Consumer Privacy Act
5 15 (2.60%) QA
6 10 (1.74%) ISO/IEC 27001
7 6 (1.04%) NIST
7 6 (1.04%) Sarbanes-Oxley
8 5 (0.87%) GRC
8 5 (0.87%) HIPAA
9 3 (0.52%) Solvency II
10 2 (0.35%) IFRS
10 2 (0.35%) IFRS 17
10 2 (0.35%) SLA
11 1 (0.17%) Actionable Recommendations
11 1 (0.17%) MiFID
11 1 (0.17%) NCSC
11 1 (0.17%) PERC
11 1 (0.17%) SOC 2
11 1 (0.17%) Software Quality Assurance
System Software
1 19 (3.30%) Docker
2 4 (0.69%) Active Directory
3 3 (0.52%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 24 (4.17%) Terraform
2 19 (3.30%) Kubernetes
3 4 (0.69%) Control-M
4 3 (0.52%) Ansible
5 1 (0.17%) Microsoft Intune
5 1 (0.17%) Single Sign-On
Vendors
1 171 (29.69%) Databricks
2 157 (27.26%) Microsoft
3 56 (9.72%) Informatica
4 37 (6.42%) Oracle
5 35 (6.08%) Dell
6 26 (4.51%) Google
7 22 (3.82%) Talend
8 17 (2.95%) Teradata
9 16 (2.78%) Denodo
10 15 (2.60%) Cloudera
11 13 (2.26%) SAP
12 9 (1.56%) OpenAI
13 8 (1.39%) CrowdStrike
13 8 (1.39%) Fortinet
13 8 (1.39%) Foundry
13 8 (1.39%) Palo Alto
13 8 (1.39%) Salesforce
14 7 (1.22%) IBM
15 6 (1.04%) Dataiku
15 6 (1.04%) MuleSoft