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

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 234 161 137
Rank change year-on-year -73 -24 -15
Permanent jobs citing Data Warehouse 563 740 1,592
As % of all permanent jobs in England 0.87% 1.88% 2.16%
As % of the Database & Business Intelligence category 9.20% 9.91% 11.66%
Number of salaries quoted 352 438 1,263
10th Percentile £46,250 £42,500 £41,250
25th Percentile £57,188 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £60,000
Median % change year-on-year +7.69% +8.33% -11.11%
75th Percentile £87,500 £87,500 £80,000
90th Percentile £107,500 £102,410 £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 6,118 7,464 13,656
As % of all permanent jobs advertised in England 9.48% 18.95% 18.50%
Number of salaries quoted 3,859 4,722 11,090
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,750
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 £87,500 £76,250
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £63,000 £57,500
% change year-on-year -4.76% +9.57% -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 11 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 11 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 +10 307 £82,500 +6.45% 100
South East -51 91 £71,050 +1.50% 82
North of England -76 58 £62,500 +8.70% 75
Midlands -52 49 £62,000 +5.53% 58
West Midlands -29 40 £62,000 +3.33% 41
North West -27 33 £62,500 +13.64% 34
East of England +15 32 £62,500 -10.71% 18
Yorkshire -67 24 £61,250 +6.52% 30
South West -55 18 £64,675 +17.59% 26
East Midlands -48 9 £53,750 -6.52% 16
North East -21 1 - - 12
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 56 (9.95%) Apache Spark
2 43 (7.64%) Apache Airflow
3 30 (5.33%) Apache
4 9 (1.60%) SharePoint
5 6 (1.07%) SAS
6 5 (0.89%) Confluence
6 5 (0.89%) Oracle Application Server
7 3 (0.53%) Apache Superset
8 2 (0.36%) Palantir Foundry
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 26 (4.62%) Microsoft Excel
2 12 (2.13%) Microsoft Office
3 10 (1.78%) Maya
4 4 (0.71%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 6 (1.07%) Markit EDM
2 3 (0.53%) Aladdin
2 3 (0.53%) Dynamics CRM
2 3 (0.53%) Oracle ERP
3 2 (0.36%) FLEXCUBE
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) Misys Opics
3 2 (0.36%) Unit4 Business World
4 1 (0.18%) Cognos Business Intelligence
4 1 (0.18%) Oracle Financials
4 1 (0.18%) SAP Business One
4 1 (0.18%) SAP S/4HANA
4 1 (0.18%) SimCorp Dimension
4 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 308 (54.71%) Azure
2 200 (35.52%) Power Platform
3 136 (24.16%) AWS
3 136 (24.16%) Snowflake
4 88 (15.63%) Azure Data Factory
5 78 (13.85%) Azure Synapse Analytics
6 70 (12.43%) GCP
7 67 (11.90%) dbt
8 41 (7.28%) SaaS
9 39 (6.93%) Serverless
10 35 (6.22%) AWS Lambda
11 30 (5.33%) Power Automate
12 29 (5.15%) Azure DevOps
13 28 (4.97%) Amazon S3
14 20 (3.55%) GitHub
15 18 (3.20%) PowerApps
16 16 (2.84%) Fivetran
17 15 (2.66%) Matillion
18 13 (2.31%) AWS Step Functions
18 13 (2.31%) Collibra
Communications & Networking
1 2 (0.36%) Kerberos
2 1 (0.18%) 4G
2 1 (0.18%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 186 (33.04%) Power BI
2 151 (26.82%) Data Lake
3 83 (14.74%) SQL Server
4 60 (10.66%) Tableau
5 55 (9.77%) Amazon Redshift
6 48 (8.53%) Metadata
7 42 (7.46%) SQL Server Integration Services
8 40 (7.10%) Azure SQL Database
8 40 (7.10%) BigQuery
9 32 (5.68%) MySQL
10 31 (5.51%) Azure SQL Data Warehouse
11 30 (5.33%) PostgreSQL
12 29 (5.15%) Relational Database
12 29 (5.15%) SQL Server Reporting Services
13 28 (4.97%) Snowflake Schema
14 26 (4.62%) Data Mining
14 26 (4.62%) NoSQL
15 22 (3.91%) Big Data
15 22 (3.91%) SQL Server Analysis Services
16 21 (3.73%) Star Schema
Development Applications
1 41 (7.28%) Git
2 15 (2.66%) Visual Studio
3 14 (2.49%) MLflow
4 8 (1.42%) ERwin
4 8 (1.42%) JIRA
4 8 (1.42%) PowerDesigner
5 5 (0.89%) ER Studio
5 5 (0.89%) git-flow
6 4 (0.71%) Jenkins
7 3 (0.53%) GitLab
7 3 (0.53%) SQL Server Management Studio (SSMS)
8 2 (0.36%) DBeaver
9 1 (0.18%) Oracle APEX
9 1 (0.18%) Selenium
9 1 (0.18%) SonarQube
9 1 (0.18%) Team Foundation Server
9 1 (0.18%) TestDirector
9 1 (0.18%) Zephyr
General
1 185 (32.86%) Social Skills
2 173 (30.73%) Finance
3 134 (23.80%) Analytical Skills
4 37 (6.57%) Public Sector
5 31 (5.51%) Law
6 24 (4.26%) Banking
7 21 (3.73%) Inclusion and Diversity
8 19 (3.37%) Retail
9 17 (3.02%) Marketing
10 14 (2.49%) Documentation Skills
11 11 (1.95%) Legal
12 10 (1.78%) Games
12 10 (1.78%) Local Government
13 9 (1.60%) Front Office
13 9 (1.60%) Influencing Skills
14 8 (1.42%) Billing
15 6 (1.07%) Advertising
15 6 (1.07%) Financial Institution
15 6 (1.07%) Retail Banking
16 5 (0.89%) Manufacturing
Job Titles
1 174 (30.91%) Data Engineer
2 115 (20.43%) Senior
3 111 (19.72%) Architect
4 96 (17.05%) Data Architect
5 57 (10.12%) Senior Data Engineer
6 55 (9.77%) Developer
7 48 (8.53%) Lead
8 40 (7.10%) Analyst
9 30 (5.33%) Azure Architect
10 24 (4.26%) Azure Data Architect
10 24 (4.26%) Azure Engineer
11 23 (4.09%) Azure Data Engineer
11 23 (4.09%) Consultant
12 20 (3.55%) AWS Engineer
12 20 (3.55%) Data Manager
13 19 (3.37%) Business Intelligence Developer
14 18 (3.20%) Data Analyst
15 16 (2.84%) AWS Data Engineer
16 15 (2.66%) Lead Data Engineer
16 15 (2.66%) Senior Architect
Libraries, Frameworks & Software Standards
1 48 (8.53%) Kafka
2 40 (7.10%) PySpark
3 12 (2.13%) LangChain
3 12 (2.13%) PyTorch
3 12 (2.13%) scikit-learn
3 12 (2.13%) TensorFlow
4 10 (1.78%) .NET
4 10 (1.78%) CSS
4 10 (1.78%) Pandas
5 9 (1.60%) React
6 8 (1.42%) LlamaIndex
6 8 (1.42%) pgvector
7 7 (1.24%) AngularJS
7 7 (1.24%) JSON
7 7 (1.24%) XML
8 6 (1.07%) GraphQL
8 6 (1.07%) REST
8 6 (1.07%) Spring
9 5 (0.89%) AWS CDK
9 5 (0.89%) Material-UI
Miscellaneous
1 35 (6.22%) Management Information System
2 31 (5.51%) Cloud Native
3 27 (4.80%) Product Ownership
4 23 (4.09%) Data Structures
5 20 (3.55%) Analytical Mindset
6 18 (3.20%) Enterprise Software
7 15 (2.66%) Greenfield Project
7 15 (2.66%) Legacy Systems
8 14 (2.49%) Distributed Systems
8 14 (2.49%) Low-Code
9 11 (1.95%) NHS
9 11 (1.95%) Reference Data
10 9 (1.60%) Hybrid Cloud
11 8 (1.42%) Clustering
11 8 (1.42%) Hedge funds
11 8 (1.42%) Onboarding
11 8 (1.42%) Public Cloud
11 8 (1.42%) Reinsurance
11 8 (1.42%) Replication
12 6 (1.07%) Fixed Income
Operating Systems
1 3 (0.53%) Android
1 3 (0.53%) Apple iOS
2 2 (0.36%) Linux
3 1 (0.18%) Unix
Processes & Methodologies
1 324 (57.55%) Data Modelling
2 294 (52.22%) Analytics
2 294 (52.22%) ETL
3 259 (46.00%) Business Intelligence
4 240 (42.63%) Data Engineering
5 185 (32.86%) Data Governance
6 174 (30.91%) Data Pipeline
7 137 (24.33%) Problem-Solving
8 133 (23.62%) Data Management
9 129 (22.91%) AI
9 129 (22.91%) Decision-Making
10 125 (22.20%) Agile
10 125 (22.20%) Data Architecture
11 124 (22.02%) Data Integration
12 112 (19.89%) Data Science
13 104 (18.47%) CI/CD
14 96 (17.05%) Mentoring
15 81 (14.39%) DevOps
16 66 (11.72%) Visualisation
17 63 (11.19%) Continuous Improvement
Programming Languages
1 362 (64.30%) SQL
2 241 (42.81%) Python
3 33 (5.86%) Java
4 24 (4.26%) Data Analysis Expressions
5 21 (3.73%) C#
6 18 (3.20%) R
7 17 (3.02%) Scala
8 12 (2.13%) PowerShell
9 11 (1.95%) T-SQL
10 7 (1.24%) TypeScript
11 6 (1.07%) VBA
12 5 (0.89%) JavaScript
12 5 (0.89%) PL/SQL
13 4 (0.71%) ANSI SQL
14 3 (0.53%) Kotlin
14 3 (0.53%) Swift
15 2 (0.36%) Bicep
16 1 (0.18%) Bash
16 1 (0.18%) Julia
16 1 (0.18%) PHP
Qualifications
1 75 (13.32%) Degree
2 33 (5.86%) Computer Science Degree
3 22 (3.91%) Security Cleared
4 20 (3.55%) Microsoft Certification
5 18 (3.20%) Azure Certification
6 16 (2.84%) SC Cleared
7 12 (2.13%) Master's Degree
8 11 (1.95%) DBS Check
9 9 (1.60%) AWS Certification
10 7 (1.24%) BPSS Clearance
11 6 (1.07%) AWS Certified Solutions Architect
11 6 (1.07%) TOGAF Certification
12 5 (0.89%) CITP
13 4 (0.71%) SAP Certification
13 4 (0.71%) SnowPro
14 3 (0.53%) DV Cleared
14 3 (0.53%) HND
14 3 (0.53%) PMI Certification
14 3 (0.53%) PMP
15 2 (0.36%) MCSE
Quality Assurance & Compliance
1 157 (27.89%) Data Quality
2 51 (9.06%) Accessibility
3 43 (7.64%) GDPR
4 18 (3.20%) QA
5 13 (2.31%) California Consumer Privacy Act
6 10 (1.78%) ISO/IEC 27001
7 6 (1.07%) NIST
8 5 (0.89%) GRC
8 5 (0.89%) HIPAA
8 5 (0.89%) Sarbanes-Oxley
9 3 (0.53%) Solvency II
10 2 (0.36%) IFRS
10 2 (0.36%) IFRS 17
10 2 (0.36%) SLA
11 1 (0.18%) Actionable Recommendations
11 1 (0.18%) MiFID
11 1 (0.18%) NCSC
11 1 (0.18%) PERC
11 1 (0.18%) SOC 2
11 1 (0.18%) Software Quality Assurance
System Software
1 22 (3.91%) Docker
2 4 (0.71%) Active Directory
2 4 (0.71%) HDFS
3 1 (0.18%) Hyper-V
3 1 (0.18%) VMware Infrastructure
Systems Management
1 23 (4.09%) Terraform
2 20 (3.55%) Kubernetes
3 4 (0.71%) Control-M
4 3 (0.53%) Ansible
5 1 (0.18%) Microsoft Intune
5 1 (0.18%) Single Sign-On
Vendors
1 160 (28.42%) Microsoft
2 151 (26.82%) Databricks
3 53 (9.41%) Informatica
4 37 (6.57%) Oracle
5 25 (4.44%) Dell
6 24 (4.26%) Google
7 19 (3.37%) Talend
8 14 (2.49%) Teradata
9 13 (2.31%) SAP
10 12 (2.13%) Denodo
11 9 (1.60%) OpenAI
12 8 (1.42%) Cloudera
12 8 (1.42%) CrowdStrike
12 8 (1.42%) Dataiku
12 8 (1.42%) Fortinet
12 8 (1.42%) Foundry
12 8 (1.42%) Palo Alto
12 8 (1.42%) Salesforce
13 7 (1.24%) IBM
13 7 (1.24%) MuleSoft