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

6 months to
6 May 2026
Same period 2025 Same period 2024
Rank 269 189 145
Rank change year-on-year -80 -44 -24
Permanent jobs citing Data Warehouse 553 716 1,671
As % of all permanent jobs in England 0.68% 1.84% 2.00%
As % of the Database & Business Intelligence category 7.92% 10.58% 11.43%
Number of salaries quoted 363 436 1,258
10th Percentile £45,000 £42,500 £41,250
25th Percentile £53,750 £52,500 £45,000
Median annual salary (50th Percentile) £70,500 £65,000 £60,250
Median % change year-on-year +8.46% +7.88% -10.74%
75th Percentile £87,500 £84,063 £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 6,980 6,769 14,622
As % of all permanent jobs advertised in England 8.59% 17.40% 17.52%
Number of salaries quoted 4,315 4,672 11,394
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £42,750
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 £99,500 £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 6 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 6 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 -39 266 £81,250 +8.33% 125
North of England -51 80 £69,216 +20.38% 61
South East -77 76 £65,000 -3.70% 58
Midlands -74 52 £62,000 +10.22% 26
East of England +4 41 £67,500 +35.00% 19
Yorkshire -49 40 £65,000 +13.04% 16
West Midlands -54 38 £62,500 +8.70% 17
North West -37 32 £70,932 +28.97% 36
South West -83 24 £64,750 +9.75% 19
East Midlands -48 14 £47,500 -5.00% 9
North East -22 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 (12.12%) Apache Airflow
2 62 (11.21%) Apache Spark
3 30 (5.42%) Apache
4 11 (1.99%) SharePoint
5 6 (1.08%) Oracle Application Server
6 5 (0.90%) Confluence
6 5 (0.90%) SAS
7 3 (0.54%) 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 (4.34%) Microsoft Excel
2 11 (1.99%) Microsoft Office
3 6 (1.08%) Maya
4 3 (0.54%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 4 (0.72%) Oracle ERP
2 3 (0.54%) Aladdin
2 3 (0.54%) FLEXCUBE
2 3 (0.54%) Markit EDM
2 3 (0.54%) Misys Opics
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) SAP S/4HANA
3 2 (0.36%) Unit4 Business World
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
1 306 (55.33%) Azure
2 198 (35.80%) Power Platform
3 147 (26.58%) AWS
4 141 (25.50%) Snowflake
5 99 (17.90%) Azure Data Factory
6 89 (16.09%) Azure Synapse Analytics
7 87 (15.73%) GCP
8 86 (15.55%) dbt
9 37 (6.69%) Serverless
10 32 (5.79%) Azure DevOps
11 31 (5.61%) Power Automate
12 28 (5.06%) SaaS
13 24 (4.34%) Amazon S3
14 23 (4.16%) AWS Lambda
15 20 (3.62%) PowerApps
16 14 (2.53%) Matillion
17 12 (2.17%) GitHub
18 11 (1.99%) Amazon Kinesis
18 11 (1.99%) PaaS
19 10 (1.81%) Fivetran
Communications & Networking
1 2 (0.36%) 4G
1 2 (0.36%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 184 (33.27%) Power BI
2 161 (29.11%) Data Lake
3 70 (12.66%) Amazon Redshift
3 70 (12.66%) SQL Server
4 62 (11.21%) Tableau
5 54 (9.76%) BigQuery
6 41 (7.41%) Snowflake Schema
7 36 (6.51%) Metadata
8 35 (6.33%) SQL Server Integration Services
9 33 (5.97%) Looker
10 31 (5.61%) Azure SQL Database
11 30 (5.42%) Star Schema
12 25 (4.52%) Azure SQL Data Warehouse
12 25 (4.52%) Relational Database
13 23 (4.16%) Elasticsearch
13 23 (4.16%) PostgreSQL
13 23 (4.16%) SQL Server Reporting Services
14 21 (3.80%) NoSQL
15 20 (3.62%) Big Data
16 18 (3.25%) Delta Lake
Development Applications
1 36 (6.51%) Git
2 32 (5.79%) MLflow
3 19 (3.44%) Visual Studio
4 13 (2.35%) JIRA
5 4 (0.72%) Jenkins
5 4 (0.72%) SQL Server Management Studio (SSMS)
6 3 (0.54%) 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
1 160 (28.93%) Finance
2 152 (27.49%) Social Skills
3 148 (26.76%) Analytical Skills
4 28 (5.06%) Public Sector
5 25 (4.52%) Inclusion and Diversity
6 19 (3.44%) Banking
6 19 (3.44%) Law
7 14 (2.53%) Documentation Skills
8 10 (1.81%) Influencing Skills
8 10 (1.81%) Marketing
8 10 (1.81%) Retail
9 9 (1.63%) Advertising
10 8 (1.45%) Legal
10 8 (1.45%) Local Government
11 7 (1.27%) Manufacturing
12 6 (1.08%) Billing
12 6 (1.08%) Games
13 4 (0.72%) Front Office
13 4 (0.72%) Organisational Skills
14 3 (0.54%) Telecoms
Job Titles
1 180 (32.55%) Data Engineer
2 101 (18.26%) Senior
3 83 (15.01%) Architect
4 66 (11.93%) Lead
5 65 (11.75%) Data Architect
6 45 (8.14%) Developer
7 42 (7.59%) Senior Data Engineer
8 39 (7.05%) Analyst
9 32 (5.79%) Azure Engineer
10 28 (5.06%) Lead Data Engineer
11 24 (4.34%) Data Management Specialist
11 24 (4.34%) Product Specialist
12 23 (4.16%) Azure Architect
12 23 (4.16%) Senior Systems Engineer
12 23 (4.16%) Systems Engineer
13 22 (3.98%) Azure Data Engineer
13 22 (3.98%) Business Intelligence Developer
14 21 (3.80%) Data Analyst
15 17 (3.07%) Azure Data Architect
15 17 (3.07%) Data Manager
Libraries, Frameworks & Software Standards
1 57 (10.31%) Kafka
2 51 (9.22%) PySpark
3 27 (4.88%) LangChain
3 27 (4.88%) PyTorch
3 27 (4.88%) scikit-learn
3 27 (4.88%) TensorFlow
4 23 (4.16%) LlamaIndex
4 23 (4.16%) pgvector
5 15 (2.71%) Pandas
6 14 (2.53%) REST
7 8 (1.45%) ARM Templates
8 7 (1.27%) CSS
8 7 (1.27%) EDI
8 7 (1.27%) JSON
8 7 (1.27%) Middleware
9 5 (0.90%) .NET
9 5 (0.90%) React
10 4 (0.72%) XGBoost
11 3 (0.54%) NumPy
11 3 (0.54%) Streamlit
Miscellaneous
1 50 (9.04%) Cloud Native
2 27 (4.88%) Analytical Mindset
3 23 (4.16%) Clustering
3 23 (4.16%) Management Information System
3 23 (4.16%) Public Cloud
4 20 (3.62%) Data Structures
5 14 (2.53%) Product Ownership
6 12 (2.17%) Low-Code
7 11 (1.99%) Enterprise Software
7 11 (1.99%) Legacy Systems
7 11 (1.99%) Onboarding
8 10 (1.81%) Distributed Systems
8 10 (1.81%) Replication
9 9 (1.63%) Greenfield Project
10 8 (1.45%) Hybrid Cloud
11 7 (1.27%) Data Protection Act
11 7 (1.27%) NHS
12 6 (1.08%) Distributed Computing
13 5 (0.90%) Reference Data
13 5 (0.90%) Taxonomies
Operating Systems
1 1 (0.18%) Linux
Processes & Methodologies
1 308 (55.70%) Analytics
2 300 (54.25%) Data Modelling
3 295 (53.35%) ETL
4 265 (47.92%) Data Engineering
5 263 (47.56%) Business Intelligence
6 189 (34.18%) Data Pipeline
7 186 (33.63%) Data Governance
8 157 (28.39%) AI
9 134 (24.23%) Decision-Making
10 129 (23.33%) Data Management
11 127 (22.97%) Data Science
12 121 (21.88%) Problem-Solving
13 109 (19.71%) CI/CD
14 104 (18.81%) Data Integration
15 102 (18.44%) Data Architecture
16 101 (18.26%) Agile
17 93 (16.82%) Use Case
18 83 (15.01%) Machine Learning
19 75 (13.56%) Performance Tuning
20 73 (13.20%) DevOps
Programming Languages
1 383 (69.26%) SQL
2 268 (48.46%) Python
3 23 (4.16%) Java
4 22 (3.98%) Data Analysis Expressions
5 21 (3.80%) R
6 17 (3.07%) Scala
7 13 (2.35%) PowerShell
8 12 (2.17%) C#
9 7 (1.27%) T-SQL
10 6 (1.08%) JavaScript
10 6 (1.08%) Julia
10 6 (1.08%) PL/SQL
10 6 (1.08%) VBA
11 5 (0.90%) Bicep
12 4 (0.72%) ANSI SQL
13 2 (0.36%) Kusto Query Language
13 2 (0.36%) TypeScript
14 1 (0.18%) Bash
14 1 (0.18%) Go
14 1 (0.18%) PHP
Qualifications
1 91 (16.46%) Degree
2 35 (6.33%) Computer Science Degree
3 26 (4.70%) Security Cleared
4 20 (3.62%) Azure Certification
5 17 (3.07%) Microsoft Certification
6 16 (2.89%) SC Cleared
7 13 (2.35%) DBS Check
8 11 (1.99%) Master's Degree
9 7 (1.27%) AWS Certification
9 7 (1.27%) BPSS Clearance
9 7 (1.27%) CITP
10 6 (1.08%) AWS Certified Solutions Architect
11 4 (0.72%) DV Cleared
12 3 (0.54%) Tableau Certification
12 3 (0.54%) 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
1 161 (29.11%) Data Quality
2 59 (10.67%) GDPR
3 29 (5.24%) Accessibility
4 26 (4.70%) California Consumer Privacy Act
5 10 (1.81%) ISO/IEC 27001
6 9 (1.63%) QA
7 7 (1.27%) NIST
7 7 (1.27%) Sarbanes-Oxley
8 5 (0.90%) GRC
8 5 (0.90%) HIPAA
8 5 (0.90%) IFRS
8 5 (0.90%) Solvency II
9 4 (0.72%) IFRS 17
10 3 (0.54%) 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 (3.44%) Docker
2 2 (0.36%) Active Directory
3 1 (0.18%) Hyper-V
3 1 (0.18%) VMware Infrastructure
Systems Management
1 33 (5.97%) Terraform
2 20 (3.62%) Kubernetes
3 3 (0.54%) Ansible
3 3 (0.54%) Control-M
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 187 (33.82%) Databricks
2 135 (24.41%) Microsoft
3 58 (10.49%) Informatica
4 48 (8.68%) Dell
5 33 (5.97%) Oracle
6 24 (4.34%) Denodo
6 24 (4.34%) Talend
6 24 (4.34%) Teradata
7 23 (4.16%) Cloudera
8 20 (3.62%) Google
9 13 (2.35%) Salesforce
9 13 (2.35%) SAP
10 10 (1.81%) OpenAI
11 7 (1.27%) Foundry
11 7 (1.27%) Planon
12 6 (1.08%) MuleSoft
12 6 (1.08%) Netezza
13 5 (0.90%) Bloomberg
14 4 (0.72%) Fortinet
14 4 (0.72%) Palantir