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

6 months to
8 Jan 2026
Same period 2025 Same period 2024
Rank 197 144 123
Rank change year-on-year -53 -21 -11
Permanent jobs citing Data Warehouse 620 958 1,252
As % of all permanent jobs in England 1.18% 1.96% 2.63%
As % of the Database & Business Intelligence category 10.54% 10.94% 13.12%
Number of salaries quoted 384 504 962
10th Percentile £46,250 £41,500 £41,250
25th Percentile £56,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £67,500 £62,500
Median % change year-on-year - +8.00% -3.85%
75th Percentile £86,250 £87,500 £83,750
90th Percentile £106,750 £107,125 £100,000
UK median annual salary £67,500 £67,500 £62,500
% change year-on-year - +8.00% -3.85%

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 5,885 8,760 9,543
As % of all permanent jobs advertised in England 11.18% 17.97% 20.02%
Number of salaries quoted 3,885 4,953 7,596
10th Percentile £35,000 £37,500 £36,500
25th Percentile £42,750 £47,500 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -4.00%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £100,000 £115,000 £97,290
UK median annual salary £60,000 £62,779 £60,000
% change year-on-year -4.43% +4.63% -4.00%

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 8 January 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 8 January 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 -11 321 £83,500 +4.38% 100
South East -70 93 £63,500 +5.83% 85
North of England -19 80 £60,000 +20.00% 38
Midlands -4 71 £65,000 - 32
West Midlands +11 57 £63,500 +1.60% 23
North West +4 45 £60,000 +20.00% 19
Yorkshire -26 31 £60,000 +29.73% 13
East of England +29 28 £50,000 - 23
South West -11 19 £64,350 -4.67% 18
East Midlands -5 14 £67,500 +3.85% 9
North East -1 4 £67,500 +3.45% 6
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 62 (10.00%) Apache Spark
2 30 (4.84%) Apache
3 24 (3.87%) Apache Airflow
4 10 (1.61%) SharePoint
5 6 (0.97%) Confluence
6 3 (0.48%) Apache Superset
6 3 (0.48%) SAS
7 1 (0.16%) Microsoft Exchange
Applications
1 29 (4.68%) Microsoft Excel
2 20 (3.23%) Maya
3 8 (1.29%) Microsoft Office
4 3 (0.48%) Microsoft PowerPoint
5 2 (0.32%) Spreadsheet
6 1 (0.16%) MS Visio
Business Applications
1 17 (2.74%) SAP S/4HANA
2 7 (1.13%) Dynamics CRM
2 7 (1.13%) SAP IBP
3 4 (0.65%) Markit EDM
4 3 (0.48%) Aladdin
5 2 (0.32%) Payment Gateway
6 1 (0.16%) Cognos Business Intelligence
6 1 (0.16%) Oracle ERP
6 1 (0.16%) SAP Business One
6 1 (0.16%) SAP ERP
6 1 (0.16%) SimCorp Dimension
6 1 (0.16%) Sparx Enterprise Architect
Cloud Services
1 355 (57.26%) Azure
2 181 (29.19%) AWS
3 179 (28.87%) Power Platform
4 106 (17.10%) Snowflake
5 98 (15.81%) GCP
6 84 (13.55%) Azure Data Factory
7 70 (11.29%) Azure Synapse Analytics
8 55 (8.87%) SaaS
9 52 (8.39%) dbt
10 45 (7.26%) Serverless
11 42 (6.77%) AWS Lambda
12 39 (6.29%) Amazon S3
13 36 (5.81%) Azure DevOps
14 25 (4.03%) GitHub
15 20 (3.23%) Fivetran
16 18 (2.90%) AWS Step Functions
17 17 (2.74%) Amazon EMR
18 16 (2.58%) AWS CloudFormation
18 16 (2.58%) Azure Cosmos DB
19 15 (2.42%) OCI
Communications & Networking
1 2 (0.32%) Broadband
1 2 (0.32%) Kerberos
Database & Business Intelligence
1 167 (26.94%) Power BI
2 141 (22.74%) Data Lake
3 93 (15.00%) SQL Server
4 59 (9.52%) Amazon Redshift
5 58 (9.35%) Metadata
6 51 (8.23%) Tableau
7 45 (7.26%) Big Data
8 43 (6.94%) SQL Server Integration Services
9 42 (6.77%) Azure SQL Database
10 40 (6.45%) NoSQL
11 36 (5.81%) PostgreSQL
11 36 (5.81%) Relational Database
12 35 (5.65%) MySQL
13 34 (5.48%) Hadoop
14 31 (5.00%) SQL Server Reporting Services
15 30 (4.84%) Azure SQL Data Warehouse
16 28 (4.52%) Data Mining
16 28 (4.52%) SQL Server Analysis Services
17 24 (3.87%) DynamoDB
18 22 (3.55%) BigQuery
Development Applications
1 43 (6.94%) Git
2 17 (2.74%) JIRA
3 8 (1.29%) ERwin
3 8 (1.29%) Jenkins
3 8 (1.29%) PowerDesigner
4 6 (0.97%) Visual Studio
5 5 (0.81%) ER Studio
5 5 (0.81%) git-flow
6 4 (0.65%) MLflow
7 3 (0.48%) GitLab
7 3 (0.48%) Selenium
8 2 (0.32%) Bitbucket
8 2 (0.32%) JMeter
8 2 (0.32%) LoadRunner
8 2 (0.32%) REST Assured
8 2 (0.32%) Subversion
8 2 (0.32%) TestRail
9 1 (0.16%) SonarQube
General
1 220 (35.48%) Social Skills
2 176 (28.39%) Finance
3 132 (21.29%) Analytical Skills
4 80 (12.90%) Law
5 57 (9.19%) Retail
6 49 (7.90%) Marketing
7 34 (5.48%) Public Sector
8 29 (4.68%) Banking
9 26 (4.19%) Inclusion and Diversity
10 22 (3.55%) Legal
11 21 (3.39%) Games
12 14 (2.26%) Manufacturing
13 13 (2.10%) Local Government
14 12 (1.94%) Front Office
15 11 (1.77%) Automotive
15 11 (1.77%) Financial Institution
16 7 (1.13%) Telecoms
17 6 (0.97%) Advertising
17 6 (0.97%) Documentation Skills
18 4 (0.65%) Tech for Good
Job Titles
1 222 (35.81%) Data Engineer
2 177 (28.55%) Senior
3 132 (21.29%) Architect
4 115 (18.55%) Data Architect
5 103 (16.61%) Senior Data Engineer
6 64 (10.32%) Developer
7 55 (8.87%) Lead
8 53 (8.55%) Azure Engineer
9 52 (8.39%) Azure Data Engineer
10 41 (6.61%) Analyst
11 36 (5.81%) Senior Architect
12 27 (4.35%) Consultant
12 27 (4.35%) Senior Data Architect
13 25 (4.03%) Azure Architect
14 23 (3.71%) AWS Engineer
15 22 (3.55%) Azure Data Architect
16 20 (3.23%) AWS Data Engineer
17 19 (3.06%) Lead Data Engineer
18 18 (2.90%) Data Warehouse Developer
19 17 (2.74%) Data Analyst
Libraries, Frameworks & Software Standards
1 54 (8.71%) Kafka
2 38 (6.13%) PySpark
3 13 (2.10%) Pandas
4 12 (1.94%) XML
5 11 (1.77%) Spring
6 10 (1.61%) .NET
6 10 (1.61%) AngularJS
6 10 (1.61%) CSS
6 10 (1.61%) GraphQL
6 10 (1.61%) JSON
6 10 (1.61%) Middleware
7 9 (1.45%) React
8 8 (1.29%) boto
8 8 (1.29%) REST
8 8 (1.29%) scikit-learn
8 8 (1.29%) Spark Streaming
9 7 (1.13%) AWS CDK
10 6 (0.97%) NumPy
11 5 (0.81%) RabbitMQ
11 5 (0.81%) Web Services
Miscellaneous
1 41 (6.61%) Management Information System
2 38 (6.13%) Product Ownership
3 28 (4.52%) Enterprise Software
4 26 (4.19%) Distributed Systems
5 21 (3.39%) Cloud Native
5 21 (3.39%) Data Structures
6 16 (2.58%) Reinsurance
7 15 (2.42%) Reference Data
8 14 (2.26%) Greenfield Project
8 14 (2.26%) NHS
9 12 (1.94%) Legacy Systems
10 11 (1.77%) Hedge funds
10 11 (1.77%) Hybrid Cloud
10 11 (1.77%) Low-Code
10 11 (1.77%) Self-Motivation
11 9 (1.45%) FMCG
12 8 (1.29%) Analytical Mindset
12 8 (1.29%) Blockchain
12 8 (1.29%) e-Learning
13 7 (1.13%) PMI
Operating Systems
1 3 (0.48%) Android
1 3 (0.48%) Apple iOS
1 3 (0.48%) Linux
1 3 (0.48%) Unix
Processes & Methodologies
1 370 (59.68%) Data Modelling
2 330 (53.23%) ETL
3 271 (43.71%) Analytics
4 261 (42.10%) Data Engineering
5 239 (38.55%) Business Intelligence
6 209 (33.71%) Data Pipeline
7 187 (30.16%) Data Governance
8 151 (24.35%) Data Integration
9 150 (24.19%) Agile
10 143 (23.06%) Data Architecture
11 135 (21.77%) Problem-Solving
12 133 (21.45%) CI/CD
13 127 (20.48%) AI
14 126 (20.32%) Mentoring
15 122 (19.68%) Data Science
16 114 (18.39%) Data Management
17 110 (17.74%) Decision-Making
18 106 (17.10%) DevOps
19 89 (14.35%) Roadmaps
20 87 (14.03%) Data Strategy
Programming Languages
1 395 (63.71%) SQL
2 276 (44.52%) Python
3 55 (8.87%) Java
4 34 (5.48%) Scala
5 32 (5.16%) Data Analysis Expressions
6 24 (3.87%) C#
7 18 (2.90%) T-SQL
8 16 (2.58%) PowerShell
9 14 (2.26%) R
10 6 (0.97%) JavaScript
10 6 (0.97%) PL/SQL
10 6 (0.97%) TypeScript
10 6 (0.97%) VBA
11 4 (0.65%) ANSI SQL
11 4 (0.65%) Fortran
12 3 (0.48%) Kotlin
12 3 (0.48%) Swift
Qualifications
1 59 (9.52%) Degree
2 35 (5.65%) Computer Science Degree
3 19 (3.06%) Microsoft Certification
4 16 (2.58%) Azure Certification
4 16 (2.58%) Security Cleared
5 13 (2.10%) AWS Certification
6 11 (1.77%) Master's Degree
6 11 (1.77%) SC Cleared
7 10 (1.61%) PMI Certification
8 9 (1.45%) TOGAF Certification
9 7 (1.13%) DBS Check
9 7 (1.13%) SnowPro
10 5 (0.81%) AWS Certified Solutions Architect
10 5 (0.81%) SAP Certification
11 4 (0.65%) CITP
12 3 (0.48%) MCSE
12 3 (0.48%) PMP
13 2 (0.32%) HNC
13 2 (0.32%) HND
13 2 (0.32%) MCSA
Quality Assurance & Compliance
1 154 (24.84%) Data Quality
2 49 (7.90%) Accessibility
3 48 (7.74%) GDPR
4 30 (4.84%) QA
5 11 (1.77%) ISO/IEC 27001
6 5 (0.81%) California Consumer Privacy Act
6 5 (0.81%) HIPAA
7 4 (0.65%) NIST
7 4 (0.65%) Sarbanes-Oxley
8 2 (0.32%) SEPA
9 1 (0.16%) CDISC
9 1 (0.16%) DICOM
9 1 (0.16%) GAAP
9 1 (0.16%) HL7
9 1 (0.16%) IFRS 17
9 1 (0.16%) PERC
9 1 (0.16%) SLA
9 1 (0.16%) SNOMED CT
9 1 (0.16%) SOC 2
9 1 (0.16%) Solvency II
System Software
1 27 (4.35%) Docker
2 9 (1.45%) HDFS
3 5 (0.81%) Active Directory
4 2 (0.32%) Firmware
5 1 (0.16%) Hyper-V
5 1 (0.16%) VMware Infrastructure
Systems Management
1 18 (2.90%) Kubernetes
1 18 (2.90%) Terraform
2 2 (0.32%) Control-M
2 2 (0.32%) Microsoft Intune
3 1 (0.16%) Ansible
Vendors
1 149 (24.03%) Microsoft
2 143 (23.06%) Databricks
3 40 (6.45%) Oracle
4 35 (5.65%) Informatica
5 28 (4.52%) SAP
6 25 (4.03%) Google
7 24 (3.87%) Talend
8 12 (1.94%) Salesforce
9 10 (1.61%) Dataiku
10 9 (1.45%) OpenAI
11 8 (1.29%) Ariba
11 8 (1.29%) CrowdStrike
11 8 (1.29%) Fortinet
11 8 (1.29%) Palo Alto
12 6 (0.97%) Dell
12 6 (0.97%) Foundry
12 6 (0.97%) IBM
12 6 (0.97%) MuleSoft
13 5 (0.81%) Alteryx
13 5 (0.81%) Netezza