Data Warehouse Contracts in England

Data Warehousing
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Data Warehouse skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Warehouse over the 6 months leading up to 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 127 109 108
Rank change year-on-year -18 -1 -3
Contract jobs citing Data Warehouse 574 754 1,101
As % of all contract jobs advertised in England 2.22% 2.02% 2.33%
As % of the Database & Business Intelligence category 12.08% 11.54% 13.50%
Number of daily rates quoted 406 554 829
10th Percentile £363 £375 £375
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £512 £525 £550
Median % change year-on-year -2.48% -4.55% -
75th Percentile £625 £652 £675
90th Percentile £725 £738 £755
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -
Number of hourly rates quoted 6 10 16
10th Percentile £26.36 £29.72 £32.50
25th Percentile £32.26 £36.06 £35.19
Median hourly rate £36.08 £50.50 £64.00
Median % change year-on-year -28.56% -21.09% +47.41%
75th Percentile £43.25 £53.25 £79.19
90th Percentile £49.25 £55.96 £81.25
UK median hourly rate £38.85 £48.50 £64.00
% change year-on-year -19.91% -24.22% +48.18%

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 contract job vacancies requiring database or business intelligence skills in England.

Contract vacancies with a requirement for database or business intelligence skills 4,750 6,536 8,154
As % of all contract IT jobs advertised in England 18.38% 17.51% 17.22%
Number of daily rates quoted 3,292 4,711 5,815
10th Percentile £358 £350 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £650 £675 £675
90th Percentile £775 £800 £775
UK median daily rate £513 £525 £538
% change year-on-year -2.38% -2.33% -2.27%
Number of hourly rates quoted 89 139 151
10th Percentile £19.15 £14.00 £21.24
25th Percentile £25.00 £20.76 £32.30
Median hourly rate £34.00 £40.00 £57.50
Median % change year-on-year -15.00% -30.43% +46.44%
75th Percentile £62.00 £51.75 £75.00
90th Percentile £71.50 £71.70 £83.00
UK median hourly rate £35.00 £40.00 £56.95
% change year-on-year -12.50% -29.76% +45.04%

Data Warehouse
Job Vacancy Trend in England

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Warehouse in England

Data Warehouse
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Warehouse in England.

Daily rate trend for Data Warehouse in England

Data Warehouse
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Warehouse in England over the 6 months to 2 July 2025.

Daily rate histogram for Data Warehouse in England

Data Warehouse
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Warehouse in England.

Hourly rate trend for Data Warehouse in England

Data Warehouse
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Warehouse in England over the 6 months to 2 July 2025.

Hourly rate histogram for Data Warehouse in England

Data Warehouse
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the England region over the 6 months to 2 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London -29 324 £550 - 1,440
Midlands +26 54 £450 +9.09% 185
North of England -37 54 £475 -1.04% 315
South East +52 52 £469 -6.20% 269
South West +58 42 £425 -5.56% 144
West Midlands +28 40 £450 +9.09% 100
North West -23 37 £513 +7.33% 170
East of England +31 28 £500 +5.26% 121
Yorkshire -19 14 £413 -10.81% 114
East Midlands +4 13 £451 +4.46% 85
North East -2 3 £450 -30.77% 31
Data Warehouse
UK

Data Warehouse
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 55 (9.58%) Apache Airflow
2 47 (8.19%) Apache Spark
3 34 (5.92%) Apache
4 17 (2.96%) Confluence
5 14 (2.44%) SAS
6 4 (0.70%) Oracle Application Server
7 3 (0.52%) JBoss
7 3 (0.52%) SharePoint
7 3 (0.52%) WebLogic
7 3 (0.52%) WebSphere
8 2 (0.35%) ArcGIS
8 2 (0.35%) CICS
9 1 (0.17%) CMS
9 1 (0.17%) Luigi
9 1 (0.17%) Microsoft Exchange
9 1 (0.17%) Oracle Workflow
Applications
1 28 (4.88%) Microsoft Excel
2 11 (1.92%) Oracle Smart View
3 9 (1.57%) MS Visio
4 4 (0.70%) Microsoft Office
4 4 (0.70%) Microsoft Project
5 2 (0.35%) Microsoft PowerPoint
5 2 (0.35%) Trello
6 1 (0.17%) Maple
Business Applications
1 13 (2.26%) SAP S/4HANA
2 5 (0.87%) Payment Gateway
3 3 (0.52%) Maximo
3 3 (0.52%) Sparx Enterprise Architect
3 3 (0.52%) Temenos T24
4 2 (0.35%) Aladdin
5 1 (0.17%) NetSuite
5 1 (0.17%) Oracle Assets
5 1 (0.17%) Oracle Cash Management
5 1 (0.17%) Oracle General Ledger
5 1 (0.17%) Oracle Payables
5 1 (0.17%) Oracle Receivables
5 1 (0.17%) Salesforce CRM
5 1 (0.17%) SAP CO
5 1 (0.17%) SAP ERP
5 1 (0.17%) SAP FI
5 1 (0.17%) SAP FI/CO
5 1 (0.17%) Shopify
5 1 (0.17%) Workday HCM
Cloud Services
1 185 (32.23%) AWS
1 185 (32.23%) Azure
2 159 (27.70%) Power Platform
3 118 (20.56%) Snowflake
4 108 (18.82%) GCP
5 80 (13.94%) dbt
6 48 (8.36%) Amazon S3
7 45 (7.84%) Azure Data Factory
8 34 (5.92%) Azure Synapse Analytics
9 30 (5.23%) Serverless
10 28 (4.88%) AWS Lambda
10 28 (4.88%) GitHub
11 23 (4.01%) Cloud Computing
12 16 (2.79%) OCI
13 14 (2.44%) SaaS
14 13 (2.26%) Azure DevOps
15 12 (2.09%) Amazon EMR
16 11 (1.92%) GitHub Actions
16 11 (1.92%) Matillion
17 10 (1.74%) AWS CloudFormation
Communications & Networking
1 2 (0.35%) Internet
2 1 (0.17%) Firewall
2 1 (0.17%) LAN
2 1 (0.17%) VPN
2 1 (0.17%) WAN
Database & Business Intelligence
1 158 (27.53%) Power BI
2 108 (18.82%) Data Lake
3 78 (13.59%) Tableau
4 61 (10.63%) Metadata
5 55 (9.58%) Relational Database
5 55 (9.58%) SQL Server
6 50 (8.71%) BigQuery
7 49 (8.54%) Amazon Redshift
8 48 (8.36%) Big Data
9 33 (5.75%) NoSQL
10 30 (5.23%) Snowflake Schema
11 29 (5.05%) Hadoop
12 25 (4.36%) PostgreSQL
12 25 (4.36%) SQL Server Integration Services
13 22 (3.83%) Azure SQL Database
13 22 (3.83%) Data Vault
14 21 (3.66%) Looker
15 20 (3.48%) Oracle ODI
16 17 (2.96%) Star Schema
17 16 (2.79%) Oracle Reports
Development Applications
1 28 (4.88%) JIRA
2 26 (4.53%) ERwin
2 26 (4.53%) Git
3 14 (2.44%) Jenkins
4 11 (1.92%) ER Studio
5 5 (0.87%) Oracle Forms
5 5 (0.87%) Selenium
6 4 (0.70%) PowerDesigner
6 4 (0.70%) Terragrunt
6 4 (0.70%) Zephyr
7 3 (0.52%) GitLab
7 3 (0.52%) MLflow
7 3 (0.52%) Subversion
8 2 (0.35%) DBeaver
8 2 (0.35%) SOAtest
8 2 (0.35%) Team Foundation Server
8 2 (0.35%) TestRail
9 1 (0.17%) IBM UrbanCode
9 1 (0.17%) SonarQube
9 1 (0.17%) Spinnaker
General
1 199 (34.67%) Social Skills
2 142 (24.74%) Finance
3 121 (21.08%) Analytical Skills
4 46 (8.01%) Banking
5 33 (5.75%) Public Sector
6 29 (5.05%) Marketing
7 24 (4.18%) Presentation Skills
8 21 (3.66%) Retail
9 15 (2.61%) Documentation Skills
10 12 (2.09%) Influencing Skills
10 12 (2.09%) Legal
10 12 (2.09%) Manufacturing
10 12 (2.09%) Telecoms
11 11 (1.92%) Inclusion and Diversity
11 11 (1.92%) Investment Banking
12 9 (1.57%) Organisational Skills
12 9 (1.57%) Pharmaceutical
13 5 (0.87%) Automotive
13 5 (0.87%) Military
14 4 (0.70%) Law
Job Titles
1 148 (25.78%) Data Engineer
2 102 (17.77%) Architect
3 95 (16.55%) Analyst
4 73 (12.72%) Senior
5 72 (12.54%) Data Architect
6 65 (11.32%) Data Analyst
7 50 (8.71%) Developer
8 40 (6.97%) Lead
9 34 (5.92%) Senior Data Engineer
10 29 (5.05%) Data Modeller
11 27 (4.70%) Business Analyst
12 23 (4.01%) Consultant
13 21 (3.66%) Data Manager
13 21 (3.66%) Snowflake Engineer
14 20 (3.48%) Azure Engineer
15 19 (3.31%) Data Business Analyst
16 18 (3.14%) Power BI Developer
16 18 (3.14%) Snowflake Data Engineer
17 17 (2.96%) Azure Data Engineer
18 16 (2.79%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 37 (6.45%) Kafka
2 32 (5.57%) PySpark
3 12 (2.09%) Oracle Fusion
4 6 (1.05%) Jinja
4 6 (1.05%) OpenTelemetry
5 5 (0.87%) Middleware
5 5 (0.87%) REST
5 5 (0.87%) XML
6 4 (0.70%) Apache NiFi
6 4 (0.70%) JSON
6 4 (0.70%) OAuth
6 4 (0.70%) SOAP
7 3 (0.52%) CSS
7 3 (0.52%) FHIR
7 3 (0.52%) Great Expectations
7 3 (0.52%) HTML
7 3 (0.52%) JDBC
7 3 (0.52%) Web Services
8 2 (0.35%) J2EE
8 2 (0.35%) SAML
Miscellaneous
1 24 (4.18%) Data Structures
2 22 (3.83%) Product Ownership
3 21 (3.66%) Legacy Systems
4 20 (3.48%) Cloud Native
5 12 (2.09%) Onboarding
6 11 (1.92%) Reference Data
6 11 (1.92%) Virtual Team
7 10 (1.74%) Greenfield Project
8 9 (1.57%) Replication
9 7 (1.22%) Life Science
9 7 (1.22%) Marketing Technology
10 6 (1.05%) Clustering
10 6 (1.05%) Enterprise Software
10 6 (1.05%) Reinsurance
11 5 (0.87%) Hedge funds
11 5 (0.87%) Management Information System
12 4 (0.70%) Algorithms
12 4 (0.70%) NHS
12 4 (0.70%) Team-Oriented Environment
13 3 (0.52%) Distributed Computing
Operating Systems
1 24 (4.18%) Linux
2 10 (1.74%) Unix
3 6 (1.05%) Red Hat Enterprise Linux
3 6 (1.05%) Windows
4 1 (0.17%) Windows 10
4 1 (0.17%) Windows Server 2016
4 1 (0.17%) Windows Server 2019
Processes & Methodologies
1 275 (47.91%) Data Modelling
2 268 (46.69%) ETL
3 228 (39.72%) Analytics
4 207 (36.06%) Business Intelligence
5 146 (25.44%) Problem-Solving
6 144 (25.09%) Data Pipeline
7 143 (24.91%) Data Governance
8 125 (21.78%) Agile
9 117 (20.38%) Data Engineering
10 113 (19.69%) Migration
11 109 (18.99%) Visualisation
12 96 (16.72%) Data Integration
13 89 (15.51%) Data Architecture
14 74 (12.89%) CI/CD
15 73 (12.72%) Data Visualisation
16 67 (11.67%) Data Science
17 66 (11.50%) Data Management
18 63 (10.98%) Data Strategy
18 63 (10.98%) Decision-Making
19 61 (10.63%) Stakeholder Management
Programming Languages
1 367 (63.94%) SQL
2 185 (32.23%) Python
3 33 (5.75%) Java
4 29 (5.05%) Data Analysis Expressions
5 25 (4.36%) Scala
6 19 (3.31%) PL/SQL
7 15 (2.61%) R
7 15 (2.61%) T-SQL
8 9 (1.57%) Bash
9 6 (1.05%) C#
9 6 (1.05%) PowerShell
10 5 (0.87%) Shell Script
11 4 (0.70%) JavaScript
12 3 (0.52%) Jython
12 3 (0.52%) PROC SQL
12 3 (0.52%) SAS Macro
12 3 (0.52%) VBA
13 2 (0.35%) COBOL
13 2 (0.35%) JCL
13 2 (0.35%) REXX
Qualifications
1 89 (15.51%) Security Cleared
2 65 (11.32%) SC Cleared
3 61 (10.63%) Degree
4 32 (5.57%) Computer Science Degree
5 13 (2.26%) Azure Certification
6 12 (2.09%) Master's Degree
7 11 (1.92%) AWS Certification
8 9 (1.57%) AWS Certified Solutions Architect
9 6 (1.05%) DV Cleared
9 6 (1.05%) Microsoft Certification
9 6 (1.05%) PMI Certification
10 5 (0.87%) SnowPro
11 4 (0.70%) BPSS Clearance
11 4 (0.70%) PMP
12 2 (0.35%) CBAP
12 2 (0.35%) ISTQB
12 2 (0.35%) SAP Certification
12 2 (0.35%) Tableau Certification
13 1 (0.17%) BC Cleared
13 1 (0.17%) CTC Cleared
Quality Assurance & Compliance
1 149 (25.96%) Data Quality
2 22 (3.83%) GDPR
3 20 (3.48%) QA
4 10 (1.74%) HIPAA
5 6 (1.05%) PMO
6 5 (0.87%) Accessibility
7 4 (0.70%) Solvency II
8 3 (0.52%) Basel III
8 3 (0.52%) IFRS
9 2 (0.35%) IFRS 9
9 2 (0.35%) MiFID
9 2 (0.35%) SLA
10 1 (0.17%) Actionable Recommendations
10 1 (0.17%) California Consumer Privacy Act
10 1 (0.17%) GxP
10 1 (0.17%) HL7
10 1 (0.17%) IFRS 17
10 1 (0.17%) ISO/IEC 27001
10 1 (0.17%) NCSC
System Software
1 14 (2.44%) Docker
2 2 (0.35%) Active Directory
2 2 (0.35%) Tivoli Workload Scheduler
3 1 (0.17%) Virtual Desktop
3 1 (0.17%) Virtual Machines
3 1 (0.17%) VMware Infrastructure
Systems Management
1 43 (7.49%) Terraform
2 27 (4.70%) Kubernetes
3 6 (1.05%) Ansible
3 6 (1.05%) Argo
3 6 (1.05%) Grafana
4 4 (0.70%) HP ALM
4 4 (0.70%) Kubeflow
5 2 (0.35%) Single Sign-On
5 2 (0.35%) Tivoli
6 1 (0.17%) Microsoft Intune
6 1 (0.17%) TADDM
Vendors
1 85 (14.81%) Microsoft
2 65 (11.32%) Oracle
3 54 (9.41%) Databricks
4 44 (7.67%) Google
5 38 (6.62%) SAP
6 28 (4.88%) Informatica
7 17 (2.96%) Teradata
8 16 (2.79%) IBM
9 9 (1.57%) Adobe
9 9 (1.57%) Sparx
9 9 (1.57%) Talend
10 8 (1.39%) Ariba
10 8 (1.39%) ServiceNow
11 7 (1.22%) Guidewire
12 6 (1.05%) Salesforce
13 4 (0.70%) Cognos
13 4 (0.70%) Foundry
13 4 (0.70%) HP
13 4 (0.70%) MicroStrategy
13 4 (0.70%) Palantir