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

6 months to
28 Mar 2026
Same period 2025 Same period 2024
Rank 230 162 139
Rank change year-on-year -68 -23 -16
Permanent jobs citing Data Warehouse 597 702 1,608
As % of all permanent jobs in England 0.86% 1.92% 2.08%
As % of the Database & Business Intelligence category 9.17% 10.15% 11.44%
Number of salaries quoted 366 424 1,257
10th Percentile £46,104 £41,250 £41,250
25th Percentile £56,250 £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 £85,105 £80,000
90th Percentile £107,500 £100,000 £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 6,508 6,914 14,050
As % of all permanent jobs advertised in England 9.40% 18.94% 18.13%
Number of salaries quoted 4,071 4,698 11,226
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 £87,250 £76,250
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £63,500 £57,500
% change year-on-year -5.51% +10.43% -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 28 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 28 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 +8 314 £83,500 +11.33% 117
South East -69 96 £70,775 +1.11% 76
North of England -88 57 £63,750 +10.87% 73
Midlands -64 54 £62,000 +7.83% 57
East of England 0 46 £67,500 +3.85% 26
West Midlands -31 43 £62,000 +3.33% 34
North West -42 26 £65,000 +18.18% 32
Yorkshire -78 26 £62,500 +8.70% 26
South West -78 17 £65,000 +14.04% 25
East Midlands -57 11 £47,500 -3.55% 23
North East -24 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 66 (11.06%) Apache Spark
2 64 (10.72%) Apache Airflow
3 28 (4.69%) Apache
4 9 (1.51%) Confluence
5 8 (1.34%) SharePoint
6 6 (1.01%) Oracle Application Server
6 6 (1.01%) SAS
7 3 (0.50%) 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 (4.02%) Microsoft Excel
2 10 (1.68%) Microsoft Office
3 9 (1.51%) Maya
4 4 (0.67%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 5 (0.84%) Markit EDM
2 4 (0.67%) Oracle ERP
3 3 (0.50%) Aladdin
3 3 (0.50%) FLEXCUBE
3 3 (0.50%) 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
1 331 (55.44%) Azure
2 212 (35.51%) Power Platform
3 164 (27.47%) Snowflake
4 152 (25.46%) AWS
5 95 (15.91%) Azure Data Factory
5 95 (15.91%) Azure Synapse Analytics
6 88 (14.74%) dbt
7 86 (14.41%) GCP
8 37 (6.20%) SaaS
8 37 (6.20%) Serverless
9 31 (5.19%) AWS Lambda
10 29 (4.86%) Power Automate
11 28 (4.69%) Azure DevOps
12 26 (4.36%) Amazon S3
13 18 (3.02%) GitHub
14 17 (2.85%) Fivetran
15 16 (2.68%) Matillion
15 16 (2.68%) PowerApps
16 13 (2.18%) Amazon Kinesis
17 11 (1.84%) 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
1 199 (33.33%) Power BI
2 178 (29.82%) Data Lake
3 80 (13.40%) SQL Server
4 79 (13.23%) Tableau
5 66 (11.06%) Amazon Redshift
6 54 (9.05%) BigQuery
7 47 (7.87%) Metadata
8 42 (7.04%) Snowflake Schema
9 41 (6.87%) SQL Server Integration Services
10 39 (6.53%) Azure SQL Database
11 36 (6.03%) Looker
12 29 (4.86%) PostgreSQL
13 28 (4.69%) Azure SQL Data Warehouse
13 28 (4.69%) MySQL
13 28 (4.69%) Relational Database
14 27 (4.52%) SQL Server Reporting Services
15 26 (4.36%) NoSQL
16 23 (3.85%) Data Mining
16 23 (3.85%) Elasticsearch
16 23 (3.85%) Star Schema
Development Applications
1 38 (6.37%) Git
2 29 (4.86%) MLflow
3 17 (2.85%) Visual Studio
4 11 (1.84%) JIRA
5 9 (1.51%) ERwin
5 9 (1.51%) PowerDesigner
6 5 (0.84%) ER Studio
6 5 (0.84%) git-flow
7 4 (0.67%) Jenkins
8 3 (0.50%) GitLab
8 3 (0.50%) 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
1 182 (30.49%) Finance
2 179 (29.98%) Social Skills
3 153 (25.63%) Analytical Skills
4 34 (5.70%) Public Sector
5 27 (4.52%) Law
6 26 (4.36%) Banking
7 22 (3.69%) Inclusion and Diversity
8 16 (2.68%) Retail
9 14 (2.35%) Documentation Skills
10 12 (2.01%) Marketing
11 11 (1.84%) Legal
12 9 (1.51%) Games
12 9 (1.51%) Influencing Skills
12 9 (1.51%) Local Government
13 7 (1.17%) Front Office
13 7 (1.17%) Retail Banking
14 6 (1.01%) Advertising
15 5 (0.84%) Billing
15 5 (0.84%) Financial Institution
16 4 (0.67%) Manufacturing
Job Titles
1 184 (30.82%) Data Engineer
2 126 (21.11%) Senior
3 114 (19.10%) Architect
4 96 (16.08%) Data Architect
5 54 (9.05%) Developer
6 53 (8.88%) Senior Data Engineer
7 52 (8.71%) Lead
8 39 (6.53%) Analyst
9 30 (5.03%) Azure Architect
10 27 (4.52%) Azure Engineer
11 25 (4.19%) Data Management Specialist
12 24 (4.02%) Azure Data Architect
12 24 (4.02%) Azure Data Engineer
12 24 (4.02%) Product Specialist
13 23 (3.85%) Consultant
13 23 (3.85%) Senior Systems Engineer
13 23 (3.85%) Systems Engineer
14 22 (3.69%) Business Intelligence Developer
15 20 (3.35%) Data Manager
15 20 (3.35%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 64 (10.72%) Kafka
2 43 (7.20%) PySpark
3 27 (4.52%) LangChain
3 27 (4.52%) PyTorch
3 27 (4.52%) scikit-learn
3 27 (4.52%) TensorFlow
4 23 (3.85%) LlamaIndex
4 23 (3.85%) pgvector
5 10 (1.68%) CSS
6 9 (1.51%) Pandas
6 9 (1.51%) React
7 7 (1.17%) .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 51 (8.54%) Cloud Native
2 33 (5.53%) Management Information System
3 27 (4.52%) Product Ownership
4 23 (3.85%) Clustering
4 23 (3.85%) Public Cloud
5 22 (3.69%) Data Structures
6 21 (3.52%) Analytical Mindset
7 17 (2.85%) Enterprise Software
8 13 (2.18%) Low-Code
9 12 (2.01%) Distributed Systems
9 12 (2.01%) Greenfield Project
10 11 (1.84%) Legacy Systems
11 10 (1.68%) NHS
12 9 (1.51%) Hybrid Cloud
12 9 (1.51%) Reinsurance
12 9 (1.51%) Replication
13 8 (1.34%) Onboarding
13 8 (1.34%) 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
1 349 (58.46%) Data Modelling
2 337 (56.45%) Analytics
3 311 (52.09%) ETL
4 286 (47.91%) Business Intelligence
5 273 (45.73%) Data Engineering
6 205 (34.34%) Data Governance
7 189 (31.66%) Data Pipeline
8 175 (29.31%) AI
9 158 (26.47%) Data Management
10 141 (23.62%) Decision-Making
11 136 (22.78%) Data Science
12 134 (22.45%) Problem-Solving
13 126 (21.11%) Data Architecture
13 126 (21.11%) Data Integration
14 120 (20.10%) Agile
15 107 (17.92%) CI/CD
16 89 (14.91%) Mentoring
17 87 (14.57%) Use Case
18 85 (14.24%) Machine Learning
19 75 (12.56%) DevOps
Programming Languages
1 387 (64.82%) SQL
2 268 (44.89%) Python
3 28 (4.69%) Java
4 23 (3.85%) Data Analysis Expressions
5 22 (3.69%) R
6 18 (3.02%) C#
7 15 (2.51%) Scala
8 11 (1.84%) PowerShell
9 10 (1.68%) T-SQL
10 7 (1.17%) TypeScript
11 6 (1.01%) Julia
11 6 (1.01%) PL/SQL
11 6 (1.01%) VBA
12 5 (0.84%) JavaScript
13 4 (0.67%) ANSI SQL
14 2 (0.34%) Bicep
15 1 (0.17%) Bash
15 1 (0.17%) PHP
Qualifications
1 87 (14.57%) Degree
2 36 (6.03%) Computer Science Degree
3 24 (4.02%) Security Cleared
4 18 (3.02%) Azure Certification
5 17 (2.85%) Microsoft Certification
6 16 (2.68%) DBS Check
6 16 (2.68%) SC Cleared
7 14 (2.35%) Master's Degree
8 9 (1.51%) AWS Certification
9 7 (1.17%) BPSS Clearance
9 7 (1.17%) TOGAF Certification
10 6 (1.01%) AWS Certified Solutions Architect
10 6 (1.01%) CITP
11 4 (0.67%) SnowPro
12 3 (0.50%) DV Cleared
12 3 (0.50%) PMI Certification
12 3 (0.50%) PMP
12 3 (0.50%) SAP Certification
13 2 (0.34%) HND
13 2 (0.34%) Oracle Certification
Quality Assurance & Compliance
1 167 (27.97%) Data Quality
2 57 (9.55%) GDPR
3 52 (8.71%) Accessibility
4 28 (4.69%) California Consumer Privacy Act
5 14 (2.35%) QA
6 10 (1.68%) 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 (0.50%) 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 (3.02%) Docker
2 4 (0.67%) Active Directory
3 3 (0.50%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 24 (4.02%) Terraform
2 19 (3.18%) Kubernetes
3 3 (0.50%) Ansible
3 3 (0.50%) Control-M
4 1 (0.17%) Microsoft Intune
4 1 (0.17%) Single Sign-On
Vendors
1 192 (32.16%) Databricks
2 158 (26.47%) Microsoft
3 62 (10.39%) Informatica
4 51 (8.54%) Dell
5 35 (5.86%) Oracle
6 25 (4.19%) Google
6 25 (4.19%) Teradata
7 24 (4.02%) Denodo
8 23 (3.85%) Cloudera
9 22 (3.69%) Talend
10 13 (2.18%) SAP
11 9 (1.51%) OpenAI
12 8 (1.34%) CrowdStrike
12 8 (1.34%) Fortinet
12 8 (1.34%) Foundry
12 8 (1.34%) Palo Alto
12 8 (1.34%) Salesforce
13 7 (1.17%) IBM
14 6 (1.01%) Dataiku
14 6 (1.01%) MuleSoft