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

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 262 179 145
Rank change year-on-year -83 -34 -21
Permanent jobs citing Data Warehouse 562 714 1,672
As % of all permanent jobs in England 0.70% 1.88% 2.00%
As % of the Database & Business Intelligence category 8.08% 10.74% 11.43%
Number of salaries quoted 364 442 1,261
10th Percentile £45,000 £42,275 £41,250
25th Percentile £53,750 £52,500 £45,000
Median annual salary (50th Percentile) £70,250 £65,000 £60,000
Median % change year-on-year +8.08% +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 6,957 6,651 14,630
As % of all permanent jobs advertised in England 8.65% 17.51% 17.52%
Number of salaries quoted 4,287 4,682 11,412
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £42,937
Median annual salary (50th Percentile) £60,000 £64,750 £57,500
Median % change year-on-year -7.34% +12.61% -11.54%
75th Percentile £81,250 £85,000 £77,500
90th Percentile £100,000 £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 3 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 3 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 -22 269 £80,000 +6.67% 133
South East -68 80 £65,000 -7.14% 55
North of England -64 77 £65,000 +13.04% 66
Midlands -72 53 £62,000 +7.83% 30
East of England +1 43 £67,500 +35.00% 17
West Midlands -51 39 £62,500 +8.70% 18
Yorkshire -61 38 £62,500 +8.70% 18
North West -33 31 £70,932 +28.97% 39
South West -86 26 £65,000 +14.04% 14
East Midlands -46 14 £47,500 -11.63% 12
North East -26 8 £62,500 -19.35% 9
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 67 (11.92%) Apache Airflow
2 61 (10.85%) Apache Spark
3 29 (5.16%) Apache
4 11 (1.96%) SharePoint
5 6 (1.07%) Oracle Application Server
6 5 (0.89%) Confluence
6 5 (0.89%) SAS
7 3 (0.53%) Apache Superset
8 2 (0.36%) Palantir Foundry
9 1 (0.18%) CMS
9 1 (0.18%) GeoServer
9 1 (0.18%) Luigi
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 24 (4.27%) Microsoft Excel
2 11 (1.96%) Microsoft Office
3 6 (1.07%) Maya
4 3 (0.53%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 4 (0.71%) Oracle ERP
2 3 (0.53%) Aladdin
2 3 (0.53%) FLEXCUBE
2 3 (0.53%) Markit EDM
2 3 (0.53%) Misys Opics
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) Unit4 Business World
4 1 (0.18%) Loan IQ
4 1 (0.18%) Oracle Financials
4 1 (0.18%) SAP S/4HANA
4 1 (0.18%) SimCorp Dimension
4 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 311 (55.34%) Azure
2 201 (35.77%) Power Platform
3 149 (26.51%) Snowflake
4 144 (25.62%) AWS
5 97 (17.26%) Azure Data Factory
6 89 (15.84%) Azure Synapse Analytics
7 87 (15.48%) dbt
8 85 (15.12%) GCP
9 35 (6.23%) Serverless
10 31 (5.52%) Azure DevOps
10 31 (5.52%) Power Automate
11 27 (4.80%) SaaS
12 23 (4.09%) Amazon S3
13 22 (3.91%) AWS Lambda
14 20 (3.56%) PowerApps
15 14 (2.49%) Matillion
16 12 (2.14%) GitHub
17 11 (1.96%) Amazon Kinesis
18 10 (1.78%) Fivetran
18 10 (1.78%) PaaS
Communications & Networking
1 2 (0.36%) 4G
1 2 (0.36%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 187 (33.27%) Power BI
2 161 (28.65%) Data Lake
3 69 (12.28%) SQL Server
4 68 (12.10%) Amazon Redshift
5 64 (11.39%) Tableau
6 53 (9.43%) BigQuery
7 41 (7.30%) Snowflake Schema
8 37 (6.58%) Metadata
9 35 (6.23%) SQL Server Integration Services
10 33 (5.87%) Looker
11 31 (5.52%) Azure SQL Database
12 30 (5.34%) Star Schema
13 25 (4.45%) Azure SQL Data Warehouse
13 25 (4.45%) PostgreSQL
13 25 (4.45%) Relational Database
14 23 (4.09%) Elasticsearch
14 23 (4.09%) SQL Server Reporting Services
15 22 (3.91%) NoSQL
16 19 (3.38%) Big Data
16 19 (3.38%) Delta Lake
Development Applications
1 36 (6.41%) Git
2 32 (5.69%) MLflow
3 19 (3.38%) Visual Studio
4 12 (2.14%) JIRA
5 4 (0.71%) Jenkins
5 4 (0.71%) SQL Server Management Studio (SSMS)
6 3 (0.53%) GitLab
7 2 (0.36%) DBeaver
7 2 (0.36%) ERwin
7 2 (0.36%) PowerDesigner
8 1 (0.18%) ER Studio
8 1 (0.18%) git-flow
8 1 (0.18%) Oracle APEX
8 1 (0.18%) SonarQube
8 1 (0.18%) Team Foundation Server
8 1 (0.18%) TestDirector
8 1 (0.18%) Zephyr
General
1 162 (28.83%) Finance
2 153 (27.22%) Social Skills
3 147 (26.16%) Analytical Skills
4 28 (4.98%) Public Sector
5 25 (4.45%) Inclusion and Diversity
6 19 (3.38%) Banking
6 19 (3.38%) Law
7 14 (2.49%) Documentation Skills
8 10 (1.78%) Influencing Skills
8 10 (1.78%) Marketing
8 10 (1.78%) Retail
9 9 (1.60%) Advertising
10 8 (1.42%) Legal
10 8 (1.42%) Local Government
11 7 (1.25%) Manufacturing
12 6 (1.07%) Billing
12 6 (1.07%) Games
13 4 (0.71%) Front Office
13 4 (0.71%) Organisational Skills
14 3 (0.53%) Presentation Skills
Job Titles
1 180 (32.03%) Data Engineer
2 101 (17.97%) Senior
3 91 (16.19%) Architect
4 73 (12.99%) Data Architect
5 65 (11.57%) Lead
6 45 (8.01%) Developer
7 42 (7.47%) Senior Data Engineer
8 39 (6.94%) Analyst
9 32 (5.69%) Azure Engineer
10 27 (4.80%) Lead Data Engineer
11 24 (4.27%) Azure Architect
11 24 (4.27%) Data Management Specialist
11 24 (4.27%) Product Specialist
12 23 (4.09%) Azure Data Engineer
12 23 (4.09%) Senior Systems Engineer
12 23 (4.09%) Systems Engineer
13 22 (3.91%) Business Intelligence Developer
14 21 (3.74%) Data Analyst
15 18 (3.20%) Azure Data Architect
15 18 (3.20%) Data Manager
Libraries, Frameworks & Software Standards
1 56 (9.96%) Kafka
2 50 (8.90%) PySpark
3 27 (4.80%) LangChain
3 27 (4.80%) PyTorch
3 27 (4.80%) scikit-learn
3 27 (4.80%) TensorFlow
4 23 (4.09%) LlamaIndex
4 23 (4.09%) pgvector
5 15 (2.67%) Pandas
6 13 (2.31%) REST
7 7 (1.25%) ARM Templates
7 7 (1.25%) CSS
7 7 (1.25%) EDI
7 7 (1.25%) JSON
8 6 (1.07%) Middleware
9 5 (0.89%) .NET
9 5 (0.89%) React
10 4 (0.71%) XGBoost
11 3 (0.53%) NumPy
11 3 (0.53%) Streamlit
Miscellaneous
1 50 (8.90%) Cloud Native
2 26 (4.63%) Analytical Mindset
3 23 (4.09%) Clustering
3 23 (4.09%) Management Information System
3 23 (4.09%) Public Cloud
4 20 (3.56%) Data Structures
5 14 (2.49%) Product Ownership
6 12 (2.14%) Low-Code
7 11 (1.96%) Enterprise Software
7 11 (1.96%) Onboarding
8 10 (1.78%) Distributed Systems
8 10 (1.78%) Legacy Systems
8 10 (1.78%) Replication
9 9 (1.60%) Greenfield Project
10 8 (1.42%) Hybrid Cloud
11 7 (1.25%) Data Protection Act
11 7 (1.25%) NHS
12 6 (1.07%) Distributed Computing
13 5 (0.89%) Reference Data
13 5 (0.89%) Taxonomies
Operating Systems
1 1 (0.18%) Linux
Processes & Methodologies
1 315 (56.05%) Analytics
2 309 (54.98%) Data Modelling
3 296 (52.67%) ETL
4 271 (48.22%) Data Engineering
5 267 (47.51%) Business Intelligence
6 188 (33.45%) Data Pipeline
7 186 (33.10%) Data Governance
8 158 (28.11%) AI
9 136 (24.20%) Data Management
9 136 (24.20%) Decision-Making
10 127 (22.60%) Data Science
11 122 (21.71%) Problem-Solving
12 110 (19.57%) Data Integration
13 108 (19.22%) CI/CD
13 108 (19.22%) Data Architecture
14 100 (17.79%) Agile
15 93 (16.55%) Use Case
16 81 (14.41%) Machine Learning
17 75 (13.35%) Performance Tuning
18 73 (12.99%) DevOps
Programming Languages
1 386 (68.68%) SQL
2 270 (48.04%) Python
3 22 (3.91%) Data Analysis Expressions
3 22 (3.91%) Java
4 21 (3.74%) R
5 15 (2.67%) Scala
6 13 (2.31%) PowerShell
7 12 (2.14%) C#
8 7 (1.25%) T-SQL
9 6 (1.07%) JavaScript
9 6 (1.07%) Julia
9 6 (1.07%) PL/SQL
9 6 (1.07%) VBA
10 5 (0.89%) Bicep
11 4 (0.71%) ANSI SQL
12 2 (0.36%) Kusto Query Language
12 2 (0.36%) TypeScript
13 1 (0.18%) Bash
13 1 (0.18%) Go
13 1 (0.18%) PHP
Qualifications
1 90 (16.01%) Degree
2 34 (6.05%) Computer Science Degree
3 26 (4.63%) Security Cleared
4 20 (3.56%) Azure Certification
5 17 (3.02%) Microsoft Certification
6 16 (2.85%) SC Cleared
7 13 (2.31%) DBS Check
8 11 (1.96%) Master's Degree
9 7 (1.25%) AWS Certification
9 7 (1.25%) BPSS Clearance
9 7 (1.25%) CITP
10 6 (1.07%) AWS Certified Solutions Architect
11 4 (0.71%) DV Cleared
12 3 (0.53%) Tableau Certification
12 3 (0.53%) TOGAF Certification
13 2 (0.36%) ACCA
13 2 (0.36%) CIMA
13 2 (0.36%) HND
13 2 (0.36%) Oracle Certification
13 2 (0.36%) SnowPro
Quality Assurance & Compliance
1 159 (28.29%) Data Quality
2 57 (10.14%) GDPR
3 36 (6.41%) Accessibility
4 26 (4.63%) California Consumer Privacy Act
5 10 (1.78%) ISO/IEC 27001
6 9 (1.60%) QA
7 7 (1.25%) NIST
7 7 (1.25%) Sarbanes-Oxley
8 5 (0.89%) GRC
8 5 (0.89%) HIPAA
8 5 (0.89%) IFRS
8 5 (0.89%) Solvency II
9 4 (0.71%) IFRS 17
10 3 (0.53%) SLA
11 1 (0.18%) Actionable Recommendations
11 1 (0.18%) ISO 22301
11 1 (0.18%) MiFID
11 1 (0.18%) NCSC
11 1 (0.18%) Software Quality Assurance
System Software
1 19 (3.38%) Docker
2 2 (0.36%) Active Directory
3 1 (0.18%) Hyper-V
3 1 (0.18%) VMware Infrastructure
Systems Management
1 32 (5.69%) Terraform
2 20 (3.56%) Kubernetes
3 3 (0.53%) Ansible
3 3 (0.53%) Control-M
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 189 (33.63%) Databricks
2 142 (25.27%) Microsoft
3 58 (10.32%) Informatica
4 48 (8.54%) Dell
5 33 (5.87%) Oracle
6 24 (4.27%) Denodo
6 24 (4.27%) Talend
6 24 (4.27%) Teradata
7 23 (4.09%) Cloudera
8 20 (3.56%) Google
9 13 (2.31%) Salesforce
10 12 (2.14%) SAP
11 10 (1.78%) OpenAI
12 7 (1.25%) Foundry
12 7 (1.25%) Planon
13 6 (1.07%) MuleSoft
13 6 (1.07%) Netezza
14 5 (0.89%) Bloomberg
15 4 (0.71%) Fortinet
15 4 (0.71%) Palantir