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

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 253 168 143
Rank change year-on-year -85 -25 -18
Permanent jobs citing Data Warehouse 581 716 1,692
As % of all permanent jobs in England 0.76% 1.93% 2.05%
As % of the Database & Business Intelligence category 8.43% 10.66% 11.61%
Number of salaries quoted 369 449 1,276
10th Percentile £46,250 £41,250 £41,250
25th Percentile £55,000 £52,500 £45,000
Median annual salary (50th Percentile) £70,932 £65,000 £60,500
Median % change year-on-year +9.13% +7.44% -10.37%
75th Percentile £87,500 £85,000 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £71,028 £65,000 £60,500
% change year-on-year +9.27% +7.44% -10.37%

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 6,894 6,716 14,579
As % of all permanent jobs advertised in England 9.02% 18.09% 17.69%
Number of salaries quoted 4,233 4,764 11,493
10th Percentile £35,000 £37,500 £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 £86,250 £77,500
90th Percentile £100,000 £115,000 £95,000
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 17 April 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 17 April 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 -11 290 £80,000 +6.67% 114
South East -75 86 £70,500 +0.71% 58
North of England -65 72 £65,000 +13.04% 69
Midlands -90 53 £62,000 +7.83% 42
East of England -1 45 £67,500 +35.00% 10
West Midlands -54 41 £62,500 +8.70% 32
Yorkshire -65 33 £63,750 +10.87% 22
North West -34 30 £67,966 +23.57% 38
South West -78 23 £65,000 +18.18% 18
East Midlands -55 12 £47,500 -5.00% 10
North East -30 9 £62,500 -19.35% 11
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 70 (12.05%) Apache Airflow
2 65 (11.19%) Apache Spark
3 32 (5.51%) Apache
4 8 (1.38%) SharePoint
5 7 (1.20%) Confluence
6 6 (1.03%) Oracle Application Server
7 5 (0.86%) SAS
8 3 (0.52%) Apache Superset
9 2 (0.34%) Palantir Foundry
10 1 (0.17%) CMS
10 1 (0.17%) GeoServer
10 1 (0.17%) Microsoft Exchange
10 1 (0.17%) WordPress
Applications
1 22 (3.79%) Microsoft Excel
2 11 (1.89%) Microsoft Office
3 6 (1.03%) Maya
4 3 (0.52%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 4 (0.69%) Oracle ERP
2 3 (0.52%) Aladdin
2 3 (0.52%) FLEXCUBE
2 3 (0.52%) Markit EDM
2 3 (0.52%) Misys Opics
3 2 (0.34%) IBM Planning Analytics
3 2 (0.34%) Unit4 Business World
4 1 (0.17%) Cognos Business Intelligence
4 1 (0.17%) Oracle Financials
4 1 (0.17%) SAP S/4HANA
4 1 (0.17%) SimCorp Dimension
4 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 316 (54.39%) Azure
2 202 (34.77%) Power Platform
3 158 (27.19%) Snowflake
4 145 (24.96%) AWS
5 94 (16.18%) Azure Data Factory
6 93 (16.01%) Azure Synapse Analytics
6 93 (16.01%) dbt
7 82 (14.11%) GCP
8 37 (6.37%) Serverless
9 30 (5.16%) Power Automate
10 28 (4.82%) SaaS
11 26 (4.48%) AWS Lambda
12 24 (4.13%) Amazon S3
12 24 (4.13%) Azure DevOps
13 18 (3.10%) PowerApps
14 13 (2.24%) Fivetran
14 13 (2.24%) Matillion
15 12 (2.07%) Amazon Kinesis
15 12 (2.07%) GitHub
16 10 (1.72%) PaaS
Communications & Networking
1 1 (0.17%) 4G
1 1 (0.17%) 5G
1 1 (0.17%) Broadband
1 1 (0.17%) Kerberos
Database & Business Intelligence
1 186 (32.01%) Power BI
2 166 (28.57%) Data Lake
3 76 (13.08%) SQL Server
4 71 (12.22%) Tableau
5 69 (11.88%) Amazon Redshift
6 53 (9.12%) BigQuery
7 43 (7.40%) Snowflake Schema
8 41 (7.06%) SQL Server Integration Services
9 38 (6.54%) Metadata
10 33 (5.68%) Azure SQL Database
10 33 (5.68%) Looker
11 30 (5.16%) PostgreSQL
12 28 (4.82%) Relational Database
12 28 (4.82%) SQL Server Reporting Services
13 25 (4.30%) Azure SQL Data Warehouse
13 25 (4.30%) MySQL
14 24 (4.13%) Star Schema
15 23 (3.96%) Elasticsearch
16 22 (3.79%) NoSQL
17 20 (3.44%) Big Data
Development Applications
1 34 (5.85%) Git
2 31 (5.34%) MLflow
3 18 (3.10%) Visual Studio
4 11 (1.89%) JIRA
5 4 (0.69%) Jenkins
5 4 (0.69%) SQL Server Management Studio (SSMS)
6 3 (0.52%) GitLab
7 2 (0.34%) DBeaver
7 2 (0.34%) ERwin
7 2 (0.34%) git-flow
7 2 (0.34%) PowerDesigner
8 1 (0.17%) ER Studio
8 1 (0.17%) Oracle APEX
8 1 (0.17%) SonarQube
8 1 (0.17%) Team Foundation Server
8 1 (0.17%) TestDirector
8 1 (0.17%) Zephyr
General
1 173 (29.78%) Finance
2 162 (27.88%) Social Skills
3 149 (25.65%) Analytical Skills
4 28 (4.82%) Public Sector
5 27 (4.65%) Inclusion and Diversity
6 21 (3.61%) Law
7 19 (3.27%) Banking
8 14 (2.41%) Documentation Skills
9 11 (1.89%) Marketing
10 10 (1.72%) Legal
10 10 (1.72%) Retail
11 9 (1.55%) Advertising
11 9 (1.55%) Influencing Skills
12 7 (1.20%) Local Government
13 6 (1.03%) Games
14 5 (0.86%) Billing
14 5 (0.86%) Front Office
14 5 (0.86%) Manufacturing
15 4 (0.69%) Financial Institution
16 3 (0.52%) Automotive
Job Titles
1 190 (32.70%) Data Engineer
2 113 (19.45%) Senior
3 99 (17.04%) Architect
4 80 (13.77%) Data Architect
5 63 (10.84%) Lead
6 51 (8.78%) Senior Data Engineer
7 49 (8.43%) Developer
8 38 (6.54%) Analyst
9 33 (5.68%) Azure Engineer
10 29 (4.99%) Lead Data Engineer
11 27 (4.65%) Azure Architect
12 26 (4.48%) Azure Data Engineer
13 24 (4.13%) Business Intelligence Developer
13 24 (4.13%) Data Management Specialist
13 24 (4.13%) Product Specialist
14 23 (3.96%) Senior Systems Engineer
14 23 (3.96%) Systems Engineer
15 20 (3.44%) Azure Data Architect
15 20 (3.44%) Consultant
16 18 (3.10%) Data Analyst
Libraries, Frameworks & Software Standards
1 60 (10.33%) Kafka
2 50 (8.61%) PySpark
3 27 (4.65%) LangChain
3 27 (4.65%) PyTorch
3 27 (4.65%) scikit-learn
3 27 (4.65%) TensorFlow
4 23 (3.96%) LlamaIndex
4 23 (3.96%) pgvector
5 14 (2.41%) Pandas
6 11 (1.89%) REST
7 8 (1.38%) JSON
8 7 (1.20%) CSS
8 7 (1.20%) EDI
9 6 (1.03%) Middleware
9 6 (1.03%) React
10 5 (0.86%) .NET
10 5 (0.86%) ARM Templates
11 4 (0.69%) NumPy
11 4 (0.69%) XGBoost
12 3 (0.52%) RabbitMQ
Miscellaneous
1 48 (8.26%) Cloud Native
2 26 (4.48%) Management Information System
3 25 (4.30%) Analytical Mindset
4 23 (3.96%) Clustering
4 23 (3.96%) Public Cloud
5 20 (3.44%) Data Structures
6 17 (2.93%) Product Ownership
7 14 (2.41%) Low-Code
8 12 (2.07%) Distributed Systems
8 12 (2.07%) Enterprise Software
9 11 (1.89%) Onboarding
10 10 (1.72%) Greenfield Project
10 10 (1.72%) Replication
11 9 (1.55%) Legacy Systems
12 8 (1.38%) Hybrid Cloud
13 7 (1.20%) NHS
14 6 (1.03%) Data Protection Act
14 6 (1.03%) Distributed Computing
14 6 (1.03%) Reference Data
14 6 (1.03%) Taxonomies
Operating Systems
1 1 (0.17%) Linux
Processes & Methodologies
1 324 (55.77%) Analytics
2 323 (55.59%) Data Modelling
3 311 (53.53%) ETL
4 281 (48.36%) Data Engineering
5 278 (47.85%) Business Intelligence
6 188 (32.36%) Data Governance
7 187 (32.19%) Data Pipeline
8 167 (28.74%) AI
9 144 (24.78%) Data Management
10 141 (24.27%) Decision-Making
11 129 (22.20%) Data Science
12 128 (22.03%) Problem-Solving
13 120 (20.65%) Data Integration
14 116 (19.97%) Data Architecture
15 107 (18.42%) Agile
16 106 (18.24%) CI/CD
17 91 (15.66%) Use Case
18 80 (13.77%) Machine Learning
18 80 (13.77%) Performance Tuning
19 74 (12.74%) Mentoring
Programming Languages
1 390 (67.13%) SQL
2 275 (47.33%) Python
3 25 (4.30%) Java
4 23 (3.96%) Data Analysis Expressions
5 19 (3.27%) R
6 15 (2.58%) Scala
7 14 (2.41%) C#
8 11 (1.89%) PowerShell
9 8 (1.38%) T-SQL
10 6 (1.03%) Julia
10 6 (1.03%) PL/SQL
10 6 (1.03%) VBA
11 5 (0.86%) JavaScript
12 4 (0.69%) ANSI SQL
12 4 (0.69%) Bicep
13 3 (0.52%) TypeScript
14 1 (0.17%) Bash
14 1 (0.17%) Go
14 1 (0.17%) PHP
Qualifications
1 88 (15.15%) Degree
2 31 (5.34%) Computer Science Degree
3 25 (4.30%) Security Cleared
4 19 (3.27%) Azure Certification
5 17 (2.93%) Microsoft Certification
5 17 (2.93%) SC Cleared
6 13 (2.24%) DBS Check
7 11 (1.89%) Master's Degree
8 9 (1.55%) AWS Certification
9 7 (1.20%) BPSS Clearance
9 7 (1.20%) CITP
10 6 (1.03%) AWS Certified Solutions Architect
11 4 (0.69%) SnowPro
11 4 (0.69%) TOGAF Certification
12 3 (0.52%) Tableau Certification
13 2 (0.34%) DV Cleared
13 2 (0.34%) HND
13 2 (0.34%) Oracle Certification
14 1 (0.17%) MCSE
14 1 (0.17%) PMP
Quality Assurance & Compliance
1 159 (27.37%) Data Quality
2 58 (9.98%) GDPR
3 44 (7.57%) Accessibility
4 27 (4.65%) California Consumer Privacy Act
5 11 (1.89%) ISO/IEC 27001
6 9 (1.55%) QA
7 7 (1.20%) Sarbanes-Oxley
8 6 (1.03%) NIST
9 5 (0.86%) GRC
9 5 (0.86%) HIPAA
10 4 (0.69%) Solvency II
11 3 (0.52%) IFRS
11 3 (0.52%) IFRS 17
11 3 (0.52%) SLA
12 1 (0.17%) Actionable Recommendations
12 1 (0.17%) ISO 22301
12 1 (0.17%) MiFID
12 1 (0.17%) NCSC
12 1 (0.17%) SOC 2
12 1 (0.17%) Software Quality Assurance
System Software
1 21 (3.61%) Docker
2 3 (0.52%) Active Directory
3 2 (0.34%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 30 (5.16%) Terraform
2 22 (3.79%) Kubernetes
3 3 (0.52%) Ansible
3 3 (0.52%) Control-M
4 1 (0.17%) Microsoft Intune
4 1 (0.17%) Single Sign-On
Vendors
1 191 (32.87%) Databricks
2 152 (26.16%) Microsoft
3 59 (10.15%) Informatica
4 48 (8.26%) Dell
5 32 (5.51%) Oracle
6 25 (4.30%) Teradata
7 24 (4.13%) Denodo
7 24 (4.13%) Talend
8 23 (3.96%) Cloudera
9 20 (3.44%) Google
10 13 (2.24%) SAP
11 12 (2.07%) Salesforce
12 10 (1.72%) OpenAI
13 7 (1.20%) Foundry
13 7 (1.20%) Planon
14 6 (1.03%) MuleSoft
15 5 (0.86%) Bloomberg
15 5 (0.86%) CrowdStrike
15 5 (0.86%) Fortinet
15 5 (0.86%) Netezza