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

6 months to
30 Mar 2026
Same period 2025 Same period 2024
Rank 237 163 141
Rank change year-on-year -74 -22 -20
Permanent jobs citing Data Warehouse 592 705 1,616
As % of all permanent jobs in England 0.85% 1.91% 2.07%
As % of the Database & Business Intelligence category 9.11% 10.17% 11.45%
Number of salaries quoted 362 435 1,258
10th Percentile £46,104 £41,250 £41,250
25th Percentile £56,250 £52,500 £45,000
Median annual salary (50th Percentile) £70,993 £65,000 £60,000
Median % change year-on-year +9.22% +8.33% -11.11%
75th Percentile £87,500 £85,835 £80,000
90th Percentile £107,500 £102,410 £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 6,501 6,932 14,111
As % of all permanent jobs advertised in England 9.35% 18.81% 18.08%
Number of salaries quoted 4,072 4,745 11,256
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 £77,000
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £64,000 £57,500
% change year-on-year -6.25% +11.30% -8.00%

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 30 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 30 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 +5 311 £83,500 +11.33% 117
South East -61 96 £70,775 +1.11% 76
North of England -77 57 £63,750 +10.87% 73
Midlands -61 53 £62,000 +7.83% 57
East of England +3 46 £67,500 +3.85% 26
West Midlands -33 42 £62,250 +3.75% 34
North West -41 26 £65,000 +18.18% 32
Yorkshire -69 26 £62,500 +8.70% 26
South West -83 16 £65,000 +14.04% 25
East Midlands -51 11 £47,500 -3.55% 23
North East -16 5 £58,750 -24.19% 16
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 65 (10.98%) Apache Spark
2 64 (10.81%) Apache Airflow
3 28 (4.73%) Apache
4 9 (1.52%) Confluence
5 8 (1.35%) SharePoint
6 6 (1.01%) Oracle Application Server
6 6 (1.01%) SAS
7 3 (0.51%) Apache Superset
8 2 (0.34%) Palantir Foundry
9 1 (0.17%) CMS
9 1 (0.17%) Microsoft Exchange
9 1 (0.17%) WordPress
Applications
1 24 (4.05%) Microsoft Excel
2 9 (1.52%) Maya
2 9 (1.52%) Microsoft Office
3 4 (0.68%) Microsoft PowerPoint
4 1 (0.17%) Spreadsheet
Business Applications
1 5 (0.84%) Markit EDM
2 4 (0.68%) Oracle ERP
3 3 (0.51%) Aladdin
3 3 (0.51%) FLEXCUBE
3 3 (0.51%) Misys Opics
4 2 (0.34%) IBM Planning Analytics
4 2 (0.34%) 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
1 328 (55.41%) Azure
2 210 (35.47%) Power Platform
3 162 (27.36%) Snowflake
4 150 (25.34%) AWS
5 95 (16.05%) Azure Data Factory
6 94 (15.88%) Azure Synapse Analytics
7 87 (14.70%) dbt
8 85 (14.36%) GCP
9 37 (6.25%) Serverless
10 36 (6.08%) SaaS
11 31 (5.24%) AWS Lambda
12 29 (4.90%) Power Automate
13 27 (4.56%) Azure DevOps
14 26 (4.39%) Amazon S3
15 18 (3.04%) GitHub
16 16 (2.70%) Fivetran
16 16 (2.70%) PowerApps
17 15 (2.53%) Matillion
18 13 (2.20%) Amazon Kinesis
19 11 (1.86%) PaaS
Communications & Networking
1 2 (0.34%) Kerberos
2 1 (0.17%) 4G
2 1 (0.17%) 5G
2 1 (0.17%) Broadband
Database & Business Intelligence
1 197 (33.28%) Power BI
2 177 (29.90%) Data Lake
3 79 (13.34%) SQL Server
3 79 (13.34%) Tableau
4 66 (11.15%) Amazon Redshift
5 54 (9.12%) BigQuery
6 47 (7.94%) Metadata
7 42 (7.09%) Snowflake Schema
8 40 (6.76%) SQL Server Integration Services
9 39 (6.59%) Azure SQL Database
10 36 (6.08%) Looker
11 28 (4.73%) Azure SQL Data Warehouse
11 28 (4.73%) MySQL
11 28 (4.73%) PostgreSQL
11 28 (4.73%) Relational Database
12 26 (4.39%) SQL Server Reporting Services
13 25 (4.22%) NoSQL
14 23 (3.89%) Data Mining
14 23 (3.89%) Elasticsearch
14 23 (3.89%) Star Schema
Development Applications
1 38 (6.42%) Git
2 29 (4.90%) MLflow
3 17 (2.87%) Visual Studio
4 11 (1.86%) JIRA
5 9 (1.52%) ERwin
5 9 (1.52%) PowerDesigner
6 5 (0.84%) ER Studio
6 5 (0.84%) git-flow
7 4 (0.68%) Jenkins
8 3 (0.51%) GitLab
8 3 (0.51%) SQL Server Management Studio (SSMS)
9 2 (0.34%) DBeaver
10 1 (0.17%) Oracle APEX
10 1 (0.17%) Selenium
10 1 (0.17%) SonarQube
10 1 (0.17%) Team Foundation Server
10 1 (0.17%) TestDirector
10 1 (0.17%) Zephyr
General
1 181 (30.57%) Finance
2 177 (29.90%) Social Skills
3 153 (25.84%) Analytical Skills
4 33 (5.57%) Public Sector
5 27 (4.56%) Law
6 26 (4.39%) Banking
7 22 (3.72%) Inclusion and Diversity
8 16 (2.70%) Retail
9 14 (2.36%) Documentation Skills
10 11 (1.86%) Legal
10 11 (1.86%) Marketing
11 9 (1.52%) Games
11 9 (1.52%) Local Government
12 8 (1.35%) Influencing Skills
13 7 (1.18%) Front Office
13 7 (1.18%) Retail Banking
14 6 (1.01%) Advertising
15 5 (0.84%) Billing
15 5 (0.84%) Financial Institution
16 4 (0.68%) Manufacturing
Job Titles
1 181 (30.57%) Data Engineer
2 122 (20.61%) Senior
3 113 (19.09%) Architect
4 95 (16.05%) Data Architect
5 54 (9.12%) Developer
6 52 (8.78%) Lead
7 50 (8.45%) Senior Data Engineer
8 39 (6.59%) Analyst
9 30 (5.07%) Azure Architect
10 27 (4.56%) Azure Engineer
11 25 (4.22%) Data Management Specialist
12 24 (4.05%) Azure Data Architect
12 24 (4.05%) Azure Data Engineer
12 24 (4.05%) Product Specialist
13 23 (3.89%) Senior Systems Engineer
13 23 (3.89%) Systems Engineer
14 22 (3.72%) Business Intelligence Developer
14 22 (3.72%) Consultant
15 20 (3.38%) Data Manager
15 20 (3.38%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 63 (10.64%) Kafka
2 43 (7.26%) PySpark
3 27 (4.56%) LangChain
3 27 (4.56%) PyTorch
3 27 (4.56%) scikit-learn
3 27 (4.56%) TensorFlow
4 23 (3.89%) LlamaIndex
4 23 (3.89%) pgvector
5 10 (1.69%) CSS
6 9 (1.52%) Pandas
6 9 (1.52%) React
7 7 (1.18%) .NET
8 6 (1.01%) EDI
8 6 (1.01%) JSON
8 6 (1.01%) RabbitMQ
8 6 (1.01%) REST
9 5 (0.84%) AngularJS
9 5 (0.84%) AWS CDK
9 5 (0.84%) Middleware
9 5 (0.84%) XML
Miscellaneous
1 50 (8.45%) Cloud Native
2 33 (5.57%) Management Information System
3 26 (4.39%) Product Ownership
4 23 (3.89%) Clustering
4 23 (3.89%) Public Cloud
5 22 (3.72%) Data Structures
6 21 (3.55%) Analytical Mindset
7 16 (2.70%) Enterprise Software
8 13 (2.20%) Low-Code
9 12 (2.03%) Distributed Systems
10 11 (1.86%) Greenfield Project
10 11 (1.86%) Legacy Systems
11 10 (1.69%) NHS
12 9 (1.52%) Hybrid Cloud
12 9 (1.52%) Reinsurance
12 9 (1.52%) Replication
13 8 (1.35%) Onboarding
13 8 (1.35%) Reference Data
14 6 (1.01%) Hedge funds
14 6 (1.01%) Taxonomies
Operating Systems
1 2 (0.34%) Linux
2 1 (0.17%) Unix
Processes & Methodologies
1 346 (58.45%) Data Modelling
2 334 (56.42%) Analytics
3 308 (52.03%) ETL
4 284 (47.97%) Business Intelligence
5 271 (45.78%) Data Engineering
6 203 (34.29%) Data Governance
7 187 (31.59%) Data Pipeline
8 173 (29.22%) AI
9 157 (26.52%) Data Management
10 141 (23.82%) Decision-Making
11 135 (22.80%) Data Science
12 133 (22.47%) Problem-Solving
13 125 (21.11%) Data Architecture
13 125 (21.11%) Data Integration
14 118 (19.93%) Agile
15 107 (18.07%) CI/CD
16 87 (14.70%) Mentoring
16 87 (14.70%) Use Case
17 84 (14.19%) Machine Learning
18 74 (12.50%) DevOps
Programming Languages
1 384 (64.86%) SQL
2 267 (45.10%) Python
3 28 (4.73%) Java
4 23 (3.89%) Data Analysis Expressions
5 22 (3.72%) R
6 17 (2.87%) C#
7 15 (2.53%) Scala
8 11 (1.86%) PowerShell
9 9 (1.52%) T-SQL
10 7 (1.18%) TypeScript
11 6 (1.01%) Julia
11 6 (1.01%) PL/SQL
11 6 (1.01%) VBA
12 5 (0.84%) JavaScript
13 4 (0.68%) ANSI SQL
14 2 (0.34%) Bicep
15 1 (0.17%) Bash
15 1 (0.17%) PHP
Qualifications
1 87 (14.70%) Degree
2 36 (6.08%) Computer Science Degree
3 24 (4.05%) Security Cleared
4 18 (3.04%) Azure Certification
5 17 (2.87%) Microsoft Certification
6 16 (2.70%) DBS Check
6 16 (2.70%) SC Cleared
7 14 (2.36%) Master's Degree
8 9 (1.52%) AWS Certification
9 7 (1.18%) BPSS Clearance
10 6 (1.01%) AWS Certified Solutions Architect
10 6 (1.01%) CITP
10 6 (1.01%) TOGAF Certification
11 4 (0.68%) SnowPro
12 3 (0.51%) DV Cleared
12 3 (0.51%) PMI Certification
12 3 (0.51%) PMP
12 3 (0.51%) SAP Certification
13 2 (0.34%) HND
13 2 (0.34%) Oracle Certification
Quality Assurance & Compliance
1 167 (28.21%) Data Quality
2 56 (9.46%) GDPR
3 52 (8.78%) Accessibility
4 28 (4.73%) California Consumer Privacy Act
5 13 (2.20%) QA
6 10 (1.69%) ISO/IEC 27001
7 6 (1.01%) NIST
7 6 (1.01%) Sarbanes-Oxley
8 5 (0.84%) GRC
8 5 (0.84%) HIPAA
9 3 (0.51%) Solvency II
10 2 (0.34%) IFRS
10 2 (0.34%) IFRS 17
10 2 (0.34%) 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 18 (3.04%) Docker
2 4 (0.68%) Active Directory
3 3 (0.51%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 24 (4.05%) Terraform
2 19 (3.21%) Kubernetes
3 3 (0.51%) Ansible
3 3 (0.51%) Control-M
4 1 (0.17%) Microsoft Intune
4 1 (0.17%) Single Sign-On
Vendors
1 191 (32.26%) Databricks
2 156 (26.35%) Microsoft
3 62 (10.47%) Informatica
4 50 (8.45%) Dell
5 34 (5.74%) Oracle
6 25 (4.22%) Google
6 25 (4.22%) Teradata
7 24 (4.05%) Denodo
8 23 (3.89%) Cloudera
9 22 (3.72%) Talend
10 13 (2.20%) SAP
11 9 (1.52%) OpenAI
12 8 (1.35%) Foundry
12 8 (1.35%) Salesforce
13 7 (1.18%) CrowdStrike
13 7 (1.18%) Fortinet
13 7 (1.18%) IBM
13 7 (1.18%) Palo Alto
14 6 (1.01%) MuleSoft
14 6 (1.01%) Planon