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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 275 185 143
Rank change year-on-year -90 -42 -18
Permanent jobs citing Data Warehouse 544 737 1,682
As % of all permanent jobs in England 0.68% 1.88% 2.00%
As % of the Database & Business Intelligence category 7.65% 10.80% 11.45%
Number of salaries quoted 369 449 1,263
10th Percentile £45,000 £42,500 £41,250
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £70,500 £65,000 £60,000
Median % change year-on-year +8.46% +8.33% -11.11%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,932 £65,000 £60,000
% change year-on-year +9.13% +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 7,107 6,821 14,684
As % of all permanent jobs advertised in England 8.83% 17.39% 17.45%
Number of salaries quoted 4,474 4,678 11,412
10th Percentile £35,000 £37,250 £35,000
25th Percentile £45,000 £47,500 £42,750
Median annual salary (50th Percentile) £60,000 £64,000 £57,500
Median % change year-on-year -6.25% +11.30% -11.54%
75th Percentile £80,000 £85,000 £77,500
90th Percentile £97,500 £115,000 £97,500
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

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 11 May 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 11 May 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 -39 264 £80,000 +6.67% 120
North of England -51 83 £67,500 +14.89% 45
South East -69 68 £67,750 -3.21% 44
Midlands -74 50 £62,000 +7.83% 24
Yorkshire -51 41 £66,250 +10.42% 14
East of England -1 40 £70,000 +40.00% 17
West Midlands -55 37 £62,500 +8.70% 15
North West -21 34 £70,932 +28.97% 26
South West -83 25 £64,750 +0.39% 22
East Midlands -36 13 £46,445 -13.59% 9
North East -36 8 £62,500 -19.35% 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 69 (12.68%) Apache Airflow
2 62 (11.40%) Apache Spark
3 31 (5.70%) Apache
4 11 (2.02%) SharePoint
5 6 (1.10%) Oracle Application Server
6 5 (0.92%) Confluence
6 5 (0.92%) SAS
7 3 (0.55%) Apache Superset
8 2 (0.37%) Luigi
8 2 (0.37%) Palantir Foundry
9 1 (0.18%) CMS
9 1 (0.18%) GeoServer
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 23 (4.23%) Microsoft Excel
2 11 (2.02%) Microsoft Office
3 6 (1.10%) Maya
4 3 (0.55%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 4 (0.74%) Oracle ERP
2 3 (0.55%) Aladdin
2 3 (0.55%) FLEXCUBE
2 3 (0.55%) Markit EDM
2 3 (0.55%) Misys Opics
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) SAP S/4HANA
3 2 (0.37%) Unit4 Business World
4 1 (0.18%) Dynamics CRM
4 1 (0.18%) Loan IQ
4 1 (0.18%) Oracle Financials
4 1 (0.18%) SAP MDG
4 1 (0.18%) SimCorp Dimension
4 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 292 (53.68%) Azure
2 198 (36.40%) Power Platform
3 150 (27.57%) AWS
4 129 (23.71%) Snowflake
5 101 (18.57%) Azure Data Factory
6 89 (16.36%) GCP
7 88 (16.18%) Azure Synapse Analytics
8 86 (15.81%) dbt
9 37 (6.80%) Serverless
10 31 (5.70%) Azure DevOps
10 31 (5.70%) Power Automate
11 27 (4.96%) SaaS
12 25 (4.60%) Amazon S3
13 23 (4.23%) AWS Lambda
14 21 (3.86%) PowerApps
15 14 (2.57%) Matillion
16 12 (2.21%) GitHub
17 11 (2.02%) Amazon Kinesis
17 11 (2.02%) PaaS
18 9 (1.65%) Azure Machine Learning
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 184 (33.82%) Power BI
2 160 (29.41%) Data Lake
3 71 (13.05%) Amazon Redshift
4 67 (12.32%) SQL Server
5 65 (11.95%) Tableau
6 56 (10.29%) BigQuery
7 40 (7.35%) Snowflake Schema
8 37 (6.80%) SQL Server Integration Services
9 36 (6.62%) Metadata
10 33 (6.07%) Looker
11 30 (5.51%) Star Schema
12 29 (5.33%) Azure SQL Database
13 25 (4.60%) Azure SQL Data Warehouse
13 25 (4.60%) Relational Database
13 25 (4.60%) SQL Server Reporting Services
14 24 (4.41%) PostgreSQL
15 23 (4.23%) Elasticsearch
16 20 (3.68%) Big Data
16 20 (3.68%) NoSQL
17 18 (3.31%) Delta Lake
Development Applications
1 35 (6.43%) Git
2 32 (5.88%) MLflow
3 18 (3.31%) Visual Studio
4 13 (2.39%) JIRA
5 5 (0.92%) SQL Server Management Studio (SSMS)
6 3 (0.55%) GitLab
6 3 (0.55%) Jenkins
7 2 (0.37%) DBeaver
7 2 (0.37%) ERwin
7 2 (0.37%) PowerDesigner
8 1 (0.18%) ER Studio
8 1 (0.18%) git-flow
8 1 (0.18%) Oracle APEX
8 1 (0.18%) Team Foundation Server
8 1 (0.18%) TestDirector
8 1 (0.18%) Zephyr
General
1 158 (29.04%) Finance
2 152 (27.94%) Social Skills
3 149 (27.39%) Analytical Skills
4 28 (5.15%) Public Sector
5 24 (4.41%) Inclusion and Diversity
6 19 (3.49%) Banking
6 19 (3.49%) Law
7 13 (2.39%) Documentation Skills
8 11 (2.02%) Marketing
8 11 (2.02%) Retail
9 10 (1.84%) Influencing Skills
10 9 (1.65%) Advertising
11 8 (1.47%) Local Government
12 7 (1.29%) Legal
12 7 (1.29%) Manufacturing
13 6 (1.10%) Billing
13 6 (1.10%) Games
14 4 (0.74%) Front Office
14 4 (0.74%) Organisational Skills
15 3 (0.55%) Presentation Skills
Job Titles
1 182 (33.46%) Data Engineer
2 102 (18.75%) Senior
3 69 (12.68%) Architect
4 65 (11.95%) Lead
5 52 (9.56%) Data Architect
6 47 (8.64%) Developer
7 42 (7.72%) Senior Data Engineer
8 41 (7.54%) Analyst
9 31 (5.70%) Azure Engineer
10 27 (4.96%) Lead Data Engineer
11 24 (4.41%) Data Analyst
11 24 (4.41%) Data Management Specialist
11 24 (4.41%) Product Specialist
12 23 (4.23%) Business Intelligence Developer
12 23 (4.23%) Senior Systems Engineer
12 23 (4.23%) Systems Engineer
13 22 (4.04%) Azure Architect
14 21 (3.86%) Azure Data Engineer
15 17 (3.13%) Azure Data Architect
15 17 (3.13%) Data Manager
Libraries, Frameworks & Software Standards
1 56 (10.29%) Kafka
2 50 (9.19%) PySpark
3 27 (4.96%) LangChain
3 27 (4.96%) PyTorch
3 27 (4.96%) scikit-learn
3 27 (4.96%) TensorFlow
4 23 (4.23%) LlamaIndex
4 23 (4.23%) pgvector
5 15 (2.76%) Pandas
6 14 (2.57%) REST
7 8 (1.47%) ARM Templates
8 7 (1.29%) CSS
8 7 (1.29%) EDI
8 7 (1.29%) JSON
8 7 (1.29%) Middleware
9 5 (0.92%) .NET
9 5 (0.92%) React
10 4 (0.74%) XGBoost
11 3 (0.55%) NumPy
11 3 (0.55%) Streamlit
Miscellaneous
1 51 (9.38%) Cloud Native
2 26 (4.78%) Analytical Mindset
3 25 (4.60%) Clustering
4 23 (4.23%) Management Information System
4 23 (4.23%) Public Cloud
5 21 (3.86%) Data Structures
6 15 (2.76%) Product Ownership
7 12 (2.21%) Legacy Systems
7 12 (2.21%) Low-Code
8 11 (2.02%) Enterprise Software
8 11 (2.02%) Onboarding
9 10 (1.84%) Distributed Systems
9 10 (1.84%) Replication
10 9 (1.65%) Greenfield Project
11 8 (1.47%) Hybrid Cloud
12 7 (1.29%) Data Protection Act
12 7 (1.29%) NHS
13 6 (1.10%) Distributed Computing
14 5 (0.92%) Reference Data
14 5 (0.92%) Taxonomies
Operating Systems
1 1 (0.18%) Linux
Processes & Methodologies
1 300 (55.15%) Analytics
2 296 (54.41%) ETL
3 286 (52.57%) Data Modelling
4 264 (48.53%) Business Intelligence
5 254 (46.69%) Data Engineering
6 190 (34.93%) Data Pipeline
7 182 (33.46%) Data Governance
8 157 (28.86%) AI
9 134 (24.63%) Decision-Making
10 126 (23.16%) Data Science
11 123 (22.61%) Problem-Solving
12 113 (20.77%) Data Management
13 110 (20.22%) CI/CD
14 97 (17.83%) Agile
15 94 (17.28%) Use Case
16 88 (16.18%) Data Integration
17 87 (15.99%) Data Architecture
18 85 (15.63%) Machine Learning
19 73 (13.42%) DevOps
19 73 (13.42%) Performance Tuning
Programming Languages
1 386 (70.96%) SQL
2 277 (50.92%) Python
3 25 (4.60%) R
4 24 (4.41%) Java
5 23 (4.23%) Data Analysis Expressions
6 16 (2.94%) Scala
7 13 (2.39%) PowerShell
8 11 (2.02%) C#
9 8 (1.47%) T-SQL
10 7 (1.29%) JavaScript
11 6 (1.10%) Julia
11 6 (1.10%) PL/SQL
11 6 (1.10%) VBA
12 5 (0.92%) Bicep
13 4 (0.74%) ANSI SQL
14 2 (0.37%) Kusto Query Language
14 2 (0.37%) TypeScript
15 1 (0.18%) Bash
15 1 (0.18%) Go
15 1 (0.18%) PHP
Qualifications
1 93 (17.10%) Degree
2 36 (6.62%) Computer Science Degree
3 27 (4.96%) Security Cleared
4 19 (3.49%) Azure Certification
5 18 (3.31%) Microsoft Certification
6 17 (3.13%) SC Cleared
7 13 (2.39%) DBS Check
8 11 (2.02%) Master's Degree
9 7 (1.29%) AWS Certification
9 7 (1.29%) BPSS Clearance
9 7 (1.29%) CITP
10 6 (1.10%) AWS Certified Solutions Architect
11 4 (0.74%) DV Cleared
12 3 (0.55%) Tableau Certification
12 3 (0.55%) TOGAF Certification
13 2 (0.37%) CIMA
13 2 (0.37%) HND
13 2 (0.37%) ICAEW
13 2 (0.37%) Oracle Certification
13 2 (0.37%) SnowPro
Quality Assurance & Compliance
1 162 (29.78%) Data Quality
2 58 (10.66%) GDPR
3 26 (4.78%) California Consumer Privacy Act
4 16 (2.94%) Accessibility
5 9 (1.65%) ISO/IEC 27001
5 9 (1.65%) QA
6 7 (1.29%) NIST
6 7 (1.29%) Sarbanes-Oxley
7 5 (0.92%) GRC
7 5 (0.92%) HIPAA
7 5 (0.92%) IFRS
7 5 (0.92%) Solvency II
8 4 (0.74%) IFRS 17
9 3 (0.55%) SLA
10 1 (0.18%) Actionable Recommendations
10 1 (0.18%) ISO 22301
10 1 (0.18%) MiFID
10 1 (0.18%) NCSC
10 1 (0.18%) Software Quality Assurance
System Software
1 18 (3.31%) Docker
2 2 (0.37%) Active Directory
3 1 (0.18%) Hyper-V
3 1 (0.18%) VMware Infrastructure
Systems Management
1 32 (5.88%) Terraform
2 19 (3.49%) Kubernetes
3 3 (0.55%) Ansible
3 3 (0.55%) Control-M
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 183 (33.64%) Databricks
2 125 (22.98%) Microsoft
3 59 (10.85%) Informatica
4 48 (8.82%) Dell
5 33 (6.07%) Oracle
6 24 (4.41%) Denodo
6 24 (4.41%) Talend
6 24 (4.41%) Teradata
7 23 (4.23%) Cloudera
8 20 (3.68%) Google
9 15 (2.76%) SAP
10 13 (2.39%) Salesforce
11 10 (1.84%) OpenAI
12 7 (1.29%) Foundry
12 7 (1.29%) Netezza
12 7 (1.29%) Planon
13 6 (1.10%) MuleSoft
14 5 (0.92%) Bloomberg
15 4 (0.74%) Fortinet
15 4 (0.74%) Palantir