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

6 months to
4 Apr 2026
Same period 2025 Same period 2024
Rank 246 169 138
Rank change year-on-year -77 -31 -13
Permanent jobs citing Data Warehouse 584 701 1,635
As % of all permanent jobs in England 0.82% 1.92% 2.06%
As % of the Database & Business Intelligence category 8.81% 10.19% 11.47%
Number of salaries quoted 365 439 1,271
10th Percentile £46,162 £41,250 £41,250
25th Percentile £55,750 £52,500 £45,000
Median annual salary (50th Percentile) £70,932 £65,000 £60,000
Median % change year-on-year +9.13% +8.33% -11.11%
75th Percentile £87,500 £85,000 £80,000
90th Percentile £105,000 £100,482 £100,000
UK median annual salary £71,039 £65,000 £60,000
% change year-on-year +9.29% +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 6,632 6,881 14,253
As % of all permanent jobs advertised in England 9.28% 18.81% 17.97%
Number of salaries quoted 4,133 4,752 11,339
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,500
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £80,000 £87,386 £77,500
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% -10.16%

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 4 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 4 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 -10 297 £82,500 +10.00% 117
South East -70 91 £71,050 +9.31% 76
North of England -82 63 £65,000 +13.04% 73
Midlands -74 57 £62,000 +7.83% 57
East of England +2 46 £67,500 +3.85% 26
West Midlands -37 45 £62,500 +6.38% 34
Yorkshire -66 28 £62,500 +8.70% 26
North West -44 27 £65,000 +18.18% 32
South West -73 17 £65,000 +14.04% 25
East Midlands -52 12 £47,500 -3.55% 23
North East -17 8 £72,500 -6.45% 16
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 (11.47%) Apache Airflow
2 65 (11.13%) Apache Spark
3 30 (5.14%) Apache
4 7 (1.20%) Confluence
4 7 (1.20%) SharePoint
5 6 (1.03%) Oracle Application Server
6 5 (0.86%) SAS
7 3 (0.51%) Apache Superset
8 2 (0.34%) Palantir Foundry
9 1 (0.17%) CMS
9 1 (0.17%) GeoServer
9 1 (0.17%) Microsoft Exchange
9 1 (0.17%) WordPress
Applications
1 23 (3.94%) Microsoft Excel
2 10 (1.71%) Microsoft Office
3 6 (1.03%) Maya
4 4 (0.68%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 4 (0.68%) Oracle ERP
2 3 (0.51%) Aladdin
2 3 (0.51%) FLEXCUBE
2 3 (0.51%) Markit EDM
2 3 (0.51%) 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
1 320 (54.79%) Azure
2 209 (35.79%) Power Platform
3 164 (28.08%) Snowflake
4 148 (25.34%) AWS
5 95 (16.27%) Azure Data Factory
6 93 (15.92%) Azure Synapse Analytics
7 89 (15.24%) dbt
8 86 (14.73%) GCP
9 36 (6.16%) Serverless
10 33 (5.65%) SaaS
11 29 (4.97%) AWS Lambda
11 29 (4.97%) Power Automate
12 24 (4.11%) Amazon S3
12 24 (4.11%) Azure DevOps
13 17 (2.91%) PowerApps
14 16 (2.74%) GitHub
15 15 (2.57%) Fivetran
16 14 (2.40%) Matillion
17 13 (2.23%) Amazon Kinesis
18 11 (1.88%) 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
1 193 (33.05%) Power BI
2 173 (29.62%) Data Lake
3 78 (13.36%) SQL Server
3 78 (13.36%) Tableau
4 69 (11.82%) Amazon Redshift
5 57 (9.76%) BigQuery
6 42 (7.19%) Snowflake Schema
7 41 (7.02%) Metadata
7 41 (7.02%) SQL Server Integration Services
8 38 (6.51%) Azure SQL Database
9 35 (5.99%) Looker
10 28 (4.79%) PostgreSQL
10 28 (4.79%) Relational Database
11 27 (4.62%) Azure SQL Data Warehouse
11 27 (4.62%) MySQL
12 26 (4.45%) SQL Server Reporting Services
13 24 (4.11%) NoSQL
14 23 (3.94%) Elasticsearch
14 23 (3.94%) Star Schema
15 21 (3.60%) Big Data
Development Applications
1 36 (6.16%) Git
2 29 (4.97%) MLflow
3 17 (2.91%) Visual Studio
4 9 (1.54%) JIRA
5 5 (0.86%) ERwin
5 5 (0.86%) PowerDesigner
6 4 (0.68%) ER Studio
6 4 (0.68%) git-flow
6 4 (0.68%) Jenkins
6 4 (0.68%) SQL Server Management Studio (SSMS)
7 3 (0.51%) GitLab
8 2 (0.34%) DBeaver
9 1 (0.17%) Oracle APEX
9 1 (0.17%) SonarQube
9 1 (0.17%) Team Foundation Server
9 1 (0.17%) TestDirector
9 1 (0.17%) Zephyr
General
1 174 (29.79%) Finance
2 167 (28.60%) Social Skills
3 153 (26.20%) Analytical Skills
4 28 (4.79%) Public Sector
5 25 (4.28%) Inclusion and Diversity
6 23 (3.94%) Banking
6 23 (3.94%) Law
7 14 (2.40%) Documentation Skills
7 14 (2.40%) Retail
8 10 (1.71%) Legal
8 10 (1.71%) Marketing
9 8 (1.37%) Influencing Skills
10 7 (1.20%) Advertising
10 7 (1.20%) Local Government
11 6 (1.03%) Front Office
11 6 (1.03%) Games
11 6 (1.03%) Retail Banking
12 5 (0.86%) Billing
12 5 (0.86%) Financial Institution
13 4 (0.68%) Manufacturing
Job Titles
1 186 (31.85%) Data Engineer
2 121 (20.72%) Senior
3 107 (18.32%) Architect
4 90 (15.41%) Data Architect
5 56 (9.59%) Lead
6 53 (9.08%) Senior Data Engineer
7 51 (8.73%) Developer
8 39 (6.68%) Analyst
9 29 (4.97%) Azure Architect
9 29 (4.97%) Azure Engineer
10 26 (4.45%) Lead Data Engineer
11 25 (4.28%) Azure Data Engineer
11 25 (4.28%) Data Management Specialist
12 24 (4.11%) Product Specialist
13 23 (3.94%) Azure Data Architect
13 23 (3.94%) Business Intelligence Developer
13 23 (3.94%) Senior Systems Engineer
13 23 (3.94%) Systems Engineer
14 20 (3.42%) Consultant
14 20 (3.42%) Data Analyst
Libraries, Frameworks & Software Standards
1 61 (10.45%) Kafka
2 46 (7.88%) PySpark
3 27 (4.62%) LangChain
3 27 (4.62%) PyTorch
3 27 (4.62%) scikit-learn
3 27 (4.62%) TensorFlow
4 23 (3.94%) LlamaIndex
4 23 (3.94%) pgvector
5 10 (1.71%) Pandas
6 9 (1.54%) CSS
7 8 (1.37%) React
8 7 (1.20%) EDI
8 7 (1.20%) JSON
8 7 (1.20%) REST
9 6 (1.03%) .NET
9 6 (1.03%) Middleware
10 5 (0.86%) RabbitMQ
10 5 (0.86%) XML
11 4 (0.68%) HTML
11 4 (0.68%) NumPy
Miscellaneous
1 47 (8.05%) Cloud Native
2 29 (4.97%) Management Information System
3 23 (3.94%) Analytical Mindset
3 23 (3.94%) Clustering
3 23 (3.94%) Public Cloud
4 21 (3.60%) Data Structures
5 20 (3.42%) Product Ownership
6 14 (2.40%) Low-Code
7 13 (2.23%) Distributed Systems
8 12 (2.05%) Enterprise Software
9 11 (1.88%) Greenfield Project
10 9 (1.54%) Hybrid Cloud
10 9 (1.54%) Onboarding
10 9 (1.54%) Replication
11 8 (1.37%) Legacy Systems
12 7 (1.20%) NHS
12 7 (1.20%) Reinsurance
13 6 (1.03%) Reference Data
13 6 (1.03%) Taxonomies
14 5 (0.86%) Hedge funds
Operating Systems
1 1 (0.17%) Linux
Processes & Methodologies
1 337 (57.71%) Data Modelling
2 330 (56.51%) Analytics
3 309 (52.91%) ETL
4 279 (47.77%) Business Intelligence
5 278 (47.60%) Data Engineering
6 196 (33.56%) Data Governance
7 183 (31.34%) Data Pipeline
8 170 (29.11%) AI
9 150 (25.68%) Data Management
10 139 (23.80%) Decision-Making
11 131 (22.43%) Problem-Solving
12 130 (22.26%) Data Science
13 124 (21.23%) Data Architecture
14 121 (20.72%) Data Integration
15 115 (19.69%) Agile
16 106 (18.15%) CI/CD
17 86 (14.73%) Use Case
18 82 (14.04%) Machine Learning
19 78 (13.36%) Mentoring
20 75 (12.84%) Performance Tuning
Programming Languages
1 388 (66.44%) SQL
2 270 (46.23%) Python
3 27 (4.62%) Java
4 22 (3.77%) Data Analysis Expressions
5 20 (3.42%) R
6 16 (2.74%) C#
6 16 (2.74%) Scala
7 11 (1.88%) PowerShell
8 9 (1.54%) T-SQL
9 6 (1.03%) Julia
9 6 (1.03%) PL/SQL
9 6 (1.03%) TypeScript
9 6 (1.03%) VBA
10 5 (0.86%) JavaScript
11 4 (0.68%) ANSI SQL
12 2 (0.34%) Bicep
13 1 (0.17%) Bash
13 1 (0.17%) Go
13 1 (0.17%) PHP
Qualifications
1 84 (14.38%) Degree
2 31 (5.31%) Computer Science Degree
3 24 (4.11%) Security Cleared
4 18 (3.08%) Azure Certification
5 16 (2.74%) Microsoft Certification
5 16 (2.74%) SC Cleared
6 15 (2.57%) DBS Check
7 10 (1.71%) Master's Degree
8 9 (1.54%) AWS Certification
9 7 (1.20%) BPSS Clearance
9 7 (1.20%) CITP
10 6 (1.03%) AWS Certified Solutions Architect
11 5 (0.86%) TOGAF Certification
12 4 (0.68%) SnowPro
13 3 (0.51%) DV Cleared
13 3 (0.51%) Tableau Certification
14 2 (0.34%) HND
14 2 (0.34%) Oracle Certification
15 1 (0.17%) MCSE
15 1 (0.17%) PMP
Quality Assurance & Compliance
1 161 (27.57%) Data Quality
2 59 (10.10%) GDPR
3 47 (8.05%) Accessibility
4 28 (4.79%) California Consumer Privacy Act
5 11 (1.88%) ISO/IEC 27001
5 11 (1.88%) QA
6 7 (1.20%) Sarbanes-Oxley
7 6 (1.03%) NIST
8 5 (0.86%) GRC
8 5 (0.86%) HIPAA
9 3 (0.51%) Solvency II
10 2 (0.34%) IFRS
10 2 (0.34%) IFRS 17
10 2 (0.34%) SLA
11 1 (0.17%) Actionable Recommendations
11 1 (0.17%) ISO 22301
11 1 (0.17%) NCSC
11 1 (0.17%) PERC
11 1 (0.17%) SOC 2
11 1 (0.17%) Software Quality Assurance
System Software
1 18 (3.08%) Docker
2 3 (0.51%) Active Directory
2 3 (0.51%) HDFS
3 1 (0.17%) Hyper-V
3 1 (0.17%) VMware Infrastructure
Systems Management
1 27 (4.62%) Terraform
2 20 (3.42%) Kubernetes
3 3 (0.51%) Control-M
4 2 (0.34%) Ansible
5 1 (0.17%) Microsoft Intune
5 1 (0.17%) Single Sign-On
Vendors
1 192 (32.88%) Databricks
2 155 (26.54%) Microsoft
3 62 (10.62%) Informatica
4 48 (8.22%) Dell
5 31 (5.31%) Oracle
6 25 (4.28%) Google
6 25 (4.28%) Teradata
7 24 (4.11%) Denodo
8 23 (3.94%) Cloudera
8 23 (3.94%) Talend
9 12 (2.05%) SAP
10 10 (1.71%) Salesforce
11 9 (1.54%) OpenAI
12 8 (1.37%) Foundry
13 7 (1.20%) Planon
14 6 (1.03%) CrowdStrike
14 6 (1.03%) Fortinet
14 6 (1.03%) IBM
14 6 (1.03%) MuleSoft
14 6 (1.03%) Palo Alto