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 27 November 2025, with comparisons to the same periods in the previous two years.

6 months to
27 Nov 2025
Same period 2024 Same period 2023
Rank 197 148 121
Rank change year-on-year -49 -27 0
Permanent jobs citing Data Warehouse 663 1,112 1,229
As % of all permanent jobs in England 1.41% 1.85% 2.71%
As % of the Database & Business Intelligence category 10.72% 11.13% 12.71%
Number of salaries quoted 410 612 950
10th Percentile £44,920 £42,500 £41,488
25th Percentile £55,313 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £67,500 £63,000
Median % change year-on-year - +7.14% -3.08%
75th Percentile £85,250 £87,500 £81,250
90th Percentile £105,000 £105,000 £97,500
UK median annual salary £68,750 £67,500 £62,500
% change year-on-year +1.85% +8.00% -3.85%

All Database and 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 6,184 9,989 9,671
As % of all permanent jobs advertised in England 13.19% 16.60% 21.32%
Number of salaries quoted 4,166 5,772 7,624
10th Percentile £34,500 £38,750 £37,500
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £61,500
Median % change year-on-year -7.69% +5.69% -1.60%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £105,000 £115,000 £96,539
UK median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -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 27 November 2025.

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 27 November 2025. 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 -9 355 £82,500 +10.00% 123
South East -58 94 £63,000 +9.57% 100
North of England -7 88 £60,000 +9.09% 38
Midlands +24 70 £66,250 +1.92% 34
West Midlands +40 53 £65,000 - 26
North West +9 48 £60,000 +9.09% 25
Yorkshire -11 34 £60,000 +4.35% 9
East of England +38 26 £50,000 - 18
South West -9 23 £64,350 -8.07% 19
East Midlands +22 17 £67,500 +3.85% 8
North East +16 6 £67,500 +3.45% 4
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 65 (9.80%) Apache Spark
2 27 (4.07%) Apache
3 22 (3.32%) Apache Airflow
4 14 (2.11%) SharePoint
5 6 (0.90%) Confluence
5 6 (0.90%) SAS
6 2 (0.30%) Skype for Business
7 1 (0.15%) Microsoft Exchange
Applications
1 34 (5.13%) Microsoft Excel
2 18 (2.71%) Maya
3 8 (1.21%) Microsoft Office
4 4 (0.60%) Microsoft PowerPoint
5 3 (0.45%) MS Visio
6 2 (0.30%) Spreadsheet
Business Applications
1 30 (4.52%) SAP S/4HANA
2 8 (1.21%) SAP IBP
3 7 (1.06%) Dynamics CRM
4 3 (0.45%) Markit EDM
5 2 (0.30%) Payment Gateway
6 1 (0.15%) Aladdin
6 1 (0.15%) Cognos Business Intelligence
6 1 (0.15%) Dynamics AX
6 1 (0.15%) Dynamics NAV
6 1 (0.15%) Elite 3E
6 1 (0.15%) SAP Business One
6 1 (0.15%) SAP ERP
6 1 (0.15%) SimCorp Dimension
Cloud Services
1 359 (54.15%) Azure
2 205 (30.92%) AWS
3 189 (28.51%) Power Platform
4 117 (17.65%) Snowflake
5 105 (15.84%) GCP
6 80 (12.07%) Azure Data Factory
7 63 (9.50%) Azure Synapse Analytics
8 54 (8.14%) SaaS
9 50 (7.54%) dbt
10 49 (7.39%) Serverless
11 47 (7.09%) AWS Lambda
12 45 (6.79%) Amazon S3
13 37 (5.58%) Azure DevOps
14 28 (4.22%) GitHub
15 20 (3.02%) Fivetran
16 18 (2.71%) AWS Step Functions
17 16 (2.41%) AWS CloudFormation
17 16 (2.41%) Azure Cosmos DB
18 15 (2.26%) Amazon EMR
19 14 (2.11%) Power Automate
Communications & Networking
1 7 (1.06%) Network Security
2 3 (0.45%) Broadband
3 2 (0.30%) Kerberos
3 2 (0.30%) PuTTY
3 2 (0.30%) Skype
4 1 (0.15%) SMS
Database & Business Intelligence
1 181 (27.30%) Power BI
2 130 (19.61%) Data Lake
3 100 (15.08%) SQL Server
4 67 (10.11%) Amazon Redshift
5 62 (9.35%) Metadata
6 54 (8.14%) SQL Server Integration Services
7 53 (7.99%) Big Data
8 49 (7.39%) Tableau
9 47 (7.09%) NoSQL
10 43 (6.49%) Azure SQL Database
11 41 (6.18%) SQL Server Reporting Services
12 40 (6.03%) Hadoop
13 37 (5.58%) PostgreSQL
14 36 (5.43%) Relational Database
15 34 (5.13%) MySQL
16 32 (4.83%) SQL Server Analysis Services
17 31 (4.68%) Azure SQL Data Warehouse
18 28 (4.22%) DynamoDB
19 26 (3.92%) Data Mining
20 24 (3.62%) Data Vault
Development Applications
1 43 (6.49%) Git
2 18 (2.71%) JIRA
3 11 (1.66%) ER Studio
4 7 (1.06%) ERwin
4 7 (1.06%) PowerDesigner
5 6 (0.90%) Jenkins
6 5 (0.75%) git-flow
7 4 (0.60%) Selenium
7 4 (0.60%) Visual Studio
8 3 (0.45%) SQL Server Management Studio (SSMS)
9 2 (0.30%) Bitbucket
9 2 (0.30%) JMeter
9 2 (0.30%) LoadRunner
9 2 (0.30%) REST Assured
9 2 (0.30%) Subversion
9 2 (0.30%) TestRail
10 1 (0.15%) JUnit
10 1 (0.15%) SonarQube
10 1 (0.15%) TestComplete
General
1 234 (35.29%) Social Skills
2 196 (29.56%) Finance
3 135 (20.36%) Analytical Skills
4 89 (13.42%) Law
5 64 (9.65%) Marketing
6 56 (8.45%) Retail
7 28 (4.22%) Banking
7 28 (4.22%) Public Sector
8 24 (3.62%) Legal
9 21 (3.17%) Inclusion and Diversity
10 19 (2.87%) Games
11 17 (2.56%) Manufacturing
12 14 (2.11%) Influencing Skills
13 13 (1.96%) Automotive
13 13 (1.96%) Financial Institution
14 12 (1.81%) Front Office
15 10 (1.51%) Local Government
16 8 (1.21%) Telecoms
17 5 (0.75%) Documentation Skills
17 5 (0.75%) Tech for Good
Job Titles
1 225 (33.94%) Data Engineer
2 192 (28.96%) Senior
3 144 (21.72%) Architect
4 117 (17.65%) Data Architect
5 108 (16.29%) Senior Data Engineer
6 86 (12.97%) Developer
7 68 (10.26%) Lead
8 56 (8.45%) Analyst
9 49 (7.39%) Azure Engineer
10 48 (7.24%) Azure Data Engineer
11 37 (5.58%) Senior Architect
12 27 (4.07%) Senior Data Architect
13 25 (3.77%) Business Intelligence Developer
13 25 (3.77%) Data Warehouse Developer
14 21 (3.17%) Azure Architect
14 21 (3.17%) Lead Data Engineer
15 20 (3.02%) AWS Engineer
16 19 (2.87%) AWS Data Engineer
16 19 (2.87%) Consultant
16 19 (2.87%) Data Analyst
Libraries, Frameworks & Software Standards
1 58 (8.75%) Kafka
2 35 (5.28%) PySpark
3 13 (1.96%) AngularJS
3 13 (1.96%) GraphQL
3 13 (1.96%) REST
3 13 (1.96%) XML
4 12 (1.81%) Spring
5 11 (1.66%) Pandas
6 10 (1.51%) .NET
6 10 (1.51%) JSON
6 10 (1.51%) Middleware
7 9 (1.36%) CSS
8 8 (1.21%) boto
8 8 (1.21%) HTML
8 8 (1.21%) Material-UI
8 8 (1.21%) React
8 8 (1.21%) Spark Streaming
9 7 (1.06%) AWS CDK
10 6 (0.90%) NumPy
10 6 (0.90%) scikit-learn
Miscellaneous
1 45 (6.79%) Management Information System
2 40 (6.03%) Product Ownership
3 23 (3.47%) Cloud Native
3 23 (3.47%) Distributed Systems
4 22 (3.32%) Enterprise Software
5 20 (3.02%) Data Structures
6 17 (2.56%) Reinsurance
7 15 (2.26%) Reference Data
8 14 (2.11%) FMCG
8 14 (2.11%) Greenfield Project
9 12 (1.81%) Analytical Mindset
9 12 (1.81%) NHS
9 12 (1.81%) Self-Motivation
10 11 (1.66%) Hedge funds
11 10 (1.51%) Legacy Systems
12 9 (1.36%) Hybrid Cloud
12 9 (1.36%) Low-Code
13 8 (1.21%) e-Learning
13 8 (1.21%) PMI
14 7 (1.06%) Tandem
Operating Systems
1 5 (0.75%) Unix
2 3 (0.45%) Android
2 3 (0.45%) Apple iOS
2 3 (0.45%) Linux
Processes & Methodologies
1 370 (55.81%) Data Modelling
2 341 (51.43%) ETL
3 293 (44.19%) Analytics
4 272 (41.03%) Business Intelligence
5 264 (39.82%) Data Engineering
6 213 (32.13%) Data Pipeline
7 182 (27.45%) Data Governance
8 159 (23.98%) Agile
9 146 (22.02%) Data Architecture
10 142 (21.42%) Data Integration
11 137 (20.66%) Problem-Solving
12 136 (20.51%) CI/CD
13 130 (19.61%) Mentoring
14 129 (19.46%) AI
15 128 (19.31%) Decision-Making
16 125 (18.85%) Data Management
17 119 (17.95%) Data Science
17 119 (17.95%) DevOps
18 98 (14.78%) Machine Learning
19 93 (14.03%) Roadmaps
Programming Languages
1 409 (61.69%) SQL
2 295 (44.49%) Python
3 55 (8.30%) Java
4 40 (6.03%) Data Analysis Expressions
5 34 (5.13%) Scala
6 30 (4.52%) T-SQL
7 25 (3.77%) C#
8 14 (2.11%) PowerShell
9 13 (1.96%) R
10 7 (1.06%) PL/SQL
11 6 (0.90%) TypeScript
12 5 (0.75%) Fortran
12 5 (0.75%) JavaScript
13 4 (0.60%) Bash
14 3 (0.45%) Kotlin
14 3 (0.45%) Swift
15 2 (0.30%) PROC SQL
16 1 (0.15%) ANSI SQL
Qualifications
1 64 (9.65%) Degree
2 35 (5.28%) Computer Science Degree
3 18 (2.71%) AWS Certification
3 18 (2.71%) Microsoft Certification
4 17 (2.56%) Azure Certification
5 12 (1.81%) PMI Certification
6 11 (1.66%) Master's Degree
7 10 (1.51%) Security Cleared
8 9 (1.36%) SnowPro
8 9 (1.36%) TOGAF Certification
9 8 (1.21%) DBS Check
9 8 (1.21%) SC Cleared
10 5 (0.75%) AWS Certified Solutions Architect
10 5 (0.75%) SAP Certification
11 4 (0.60%) MCSE
11 4 (0.60%) PMP
12 3 (0.45%) AWS Certified Developer
13 2 (0.30%) HNC
13 2 (0.30%) MCSA
13 2 (0.30%) Tableau Certification
Quality Assurance & Compliance
1 147 (22.17%) Data Quality
2 51 (7.69%) Accessibility
2 51 (7.69%) GDPR
3 33 (4.98%) QA
4 7 (1.06%) ISO/IEC 27001
5 3 (0.45%) California Consumer Privacy Act
6 2 (0.30%) HIPAA
6 2 (0.30%) SEPA
7 1 (0.15%) CDISC
7 1 (0.15%) Cyber Essentials
7 1 (0.15%) DICOM
7 1 (0.15%) GAAP
7 1 (0.15%) HL7
7 1 (0.15%) IASME
7 1 (0.15%) PERC
7 1 (0.15%) Sarbanes-Oxley
7 1 (0.15%) SLA
7 1 (0.15%) SNOMED CT
7 1 (0.15%) SOC 2
System Software
1 31 (4.68%) Docker
2 11 (1.66%) HDFS
3 6 (0.90%) Active Directory
4 2 (0.30%) Apache Flume
4 2 (0.30%) Firmware
5 1 (0.15%) Hyper-V
5 1 (0.15%) VMware Infrastructure
Systems Management
1 28 (4.22%) Terraform
2 14 (2.11%) Kubernetes
3 2 (0.30%) Kibana
3 2 (0.30%) logstash
3 2 (0.30%) Microsoft Intune
3 2 (0.30%) Oozie
4 1 (0.15%) Ansible
4 1 (0.15%) Control-M
Vendors
1 159 (23.98%) Microsoft
2 149 (22.47%) Databricks
3 43 (6.49%) SAP
4 36 (5.43%) Oracle
5 28 (4.22%) Google
6 25 (3.77%) Informatica
7 17 (2.56%) Salesforce
8 14 (2.11%) Talend
9 10 (1.51%) Dataiku
10 9 (1.36%) Ariba
10 9 (1.36%) ServiceNow
11 7 (1.06%) Alteryx
11 7 (1.06%) Dell
11 7 (1.06%) IBM
12 6 (0.90%) Splunk
13 5 (0.75%) OpenAI
14 4 (0.60%) CrowdStrike
14 4 (0.60%) HubSpot
14 4 (0.60%) Palo Alto
14 4 (0.60%) Zoho