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 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 120 124 107
Rank change year-on-year +4 -17 -5
Contract jobs citing Data Warehouse 561 693 1,127
As % of all contract jobs advertised in England 2.32% 1.89% 2.37%
As % of the Database & Business Intelligence category 12.15% 11.10% 13.42%
Number of daily rates quoted 404 511 847
10th Percentile £363 £400 £375
25th Percentile £425 £453 £463
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -
75th Percentile £625 £650 £663
90th Percentile £734 £738 £750
UK median daily rate £503 £533 £550
% change year-on-year -5.68% -3.09% -
Number of hourly rates quoted 4 10 16
10th Percentile £24.32 £29.72 £32.50
25th Percentile £28.92 £36.06 £35.19
Median hourly rate £33.73 £50.50 £64.00
Median % change year-on-year -33.21% -21.09% +47.41%
75th Percentile £39.44 £53.25 £79.19
90th Percentile £48.03 £55.96 £81.25
UK median hourly rate £38.85 £49.50 £64.00
% change year-on-year -21.53% -22.66% +63.23%

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 4,618 6,243 8,396
As % of all contract IT jobs advertised in England 19.06% 16.98% 17.68%
Number of daily rates quoted 3,207 4,511 6,027
10th Percentile £363 £350 £375
25th Percentile £425 £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 £788 £775
UK median daily rate £519 £525 £550
% change year-on-year -1.19% -4.55% -
Number of hourly rates quoted 92 136 159
10th Percentile £19.41 £14.00 £21.24
25th Percentile £22.96 £20.70 £32.30
Median hourly rate £31.85 £40.00 £60.00
Median % change year-on-year -20.39% -33.33% +34.91%
75th Percentile £62.63 £55.63 £74.38
90th Percentile £75.63 £73.75 £82.60
UK median hourly rate £32.96 £40.00 £60.00
% change year-on-year -17.60% -33.33% +33.33%

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 31 May 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 31 May 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 31 May 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 -17 310 £550 - 473
South East +48 55 £478 -4.50% 69
Midlands +28 53 £450 -14.29% 49
North of England -18 53 £475 -5.00% 117
North West -14 41 £513 +2.50% 56
West Midlands +26 40 £450 -14.29% 29
South West +56 39 £433 -21.27% 41
East of England +34 26 £501 +0.10% 17
East Midlands +10 12 £455 -17.32% 18
Yorkshire +2 9 £143 -70.00% 50
North East -3 3 £450 -30.77% 11
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 39 (6.95%) Apache Airflow
2 37 (6.60%) Apache Spark
3 26 (4.63%) Apache
4 17 (3.03%) Confluence
5 14 (2.50%) SAS
6 5 (0.89%) SharePoint
7 3 (0.53%) Oracle Application Server
7 3 (0.53%) WebLogic
8 2 (0.36%) ArcGIS
8 2 (0.36%) CICS
8 2 (0.36%) WebSphere
9 1 (0.18%) CMS
9 1 (0.18%) Luigi
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) Oracle Workflow
Applications
1 26 (4.63%) Microsoft Excel
2 11 (1.96%) MS Visio
2 11 (1.96%) Oracle Smart View
3 4 (0.71%) Microsoft Project
4 3 (0.53%) Microsoft Office
5 2 (0.36%) Microsoft PowerPoint
5 2 (0.36%) Trello
Business Applications
1 12 (2.14%) SAP S/4HANA
2 5 (0.89%) Payment Gateway
3 4 (0.71%) Sparx Enterprise Architect
4 3 (0.53%) Maximo
5 2 (0.36%) Aladdin
5 2 (0.36%) NetSuite
6 1 (0.18%) Actimize
6 1 (0.18%) Oracle Assets
6 1 (0.18%) Oracle Cash Management
6 1 (0.18%) Oracle General Ledger
6 1 (0.18%) Oracle Payables
6 1 (0.18%) Oracle Receivables
6 1 (0.18%) SAP ERP
6 1 (0.18%) Shopify
Cloud Services
1 187 (33.33%) Azure
2 182 (32.44%) AWS
3 150 (26.74%) Power Platform
4 110 (19.61%) Snowflake
5 99 (17.65%) GCP
6 65 (11.59%) dbt
7 44 (7.84%) Azure Data Factory
8 43 (7.66%) Amazon S3
9 30 (5.35%) GitHub
10 28 (4.99%) Azure Synapse Analytics
11 25 (4.46%) Serverless
12 23 (4.10%) AWS Lambda
13 20 (3.57%) Cloud Computing
14 17 (3.03%) OCI
15 15 (2.67%) Azure DevOps
15 15 (2.67%) GitHub Actions
16 14 (2.50%) SaaS
17 10 (1.78%) Matillion
18 9 (1.60%) Adobe Analytics
18 9 (1.60%) Amazon EMR
Communications & Networking
1 2 (0.36%) Firewall
1 2 (0.36%) VPN
2 1 (0.18%) DNS
2 1 (0.18%) Internet
2 1 (0.18%) LAN
2 1 (0.18%) TCP/IP
2 1 (0.18%) WAN
Database & Business Intelligence
1 149 (26.56%) Power BI
2 111 (19.79%) Data Lake
3 76 (13.55%) Tableau
4 58 (10.34%) Metadata
5 52 (9.27%) Relational Database
5 52 (9.27%) SQL Server
6 49 (8.73%) Amazon Redshift
7 47 (8.38%) Big Data
8 46 (8.20%) BigQuery
9 37 (6.60%) NoSQL
10 30 (5.35%) SQL Server Integration Services
11 28 (4.99%) Hadoop
11 28 (4.99%) Snowflake Schema
12 23 (4.10%) Data Vault
12 23 (4.10%) PostgreSQL
13 21 (3.74%) Azure SQL Database
13 21 (3.74%) Looker
14 19 (3.39%) Oracle ODI
15 16 (2.85%) SQL Server Reporting Services
16 15 (2.67%) RDBMS
Development Applications
1 31 (5.53%) ERwin
2 25 (4.46%) JIRA
3 23 (4.10%) Git
4 13 (2.32%) Jenkins
5 11 (1.96%) ER Studio
6 5 (0.89%) Oracle Forms
6 5 (0.89%) PowerDesigner
7 4 (0.71%) Terragrunt
8 3 (0.53%) GitLab
8 3 (0.53%) Selenium
8 3 (0.53%) Subversion
9 2 (0.36%) SOAtest
9 2 (0.36%) Team Foundation Server
10 1 (0.18%) Bitbucket
10 1 (0.18%) Eclipse
10 1 (0.18%) Hudson
10 1 (0.18%) IBM UrbanCode
10 1 (0.18%) Postman
10 1 (0.18%) SonarQube
10 1 (0.18%) Visual Studio Team System
General
1 177 (31.55%) Social Skills
2 139 (24.78%) Finance
3 114 (20.32%) Analytical Skills
4 44 (7.84%) Banking
5 34 (6.06%) Public Sector
6 26 (4.63%) Retail
7 25 (4.46%) Marketing
8 22 (3.92%) Presentation Skills
9 17 (3.03%) Inclusion and Diversity
10 14 (2.50%) Documentation Skills
11 13 (2.32%) Legal
11 13 (2.32%) Manufacturing
12 12 (2.14%) Organisational Skills
13 11 (1.96%) Investment Banking
14 10 (1.78%) Influencing Skills
15 9 (1.60%) Pharmaceutical
15 9 (1.60%) Telecoms
16 5 (0.89%) Automotive
16 5 (0.89%) Military
17 4 (0.71%) Billing
Job Titles
1 136 (24.24%) Data Engineer
2 106 (18.89%) Architect
3 86 (15.33%) Analyst
4 77 (13.73%) Data Architect
5 64 (11.41%) Senior
6 58 (10.34%) Data Analyst
7 53 (9.45%) Developer
8 46 (8.20%) Lead
9 35 (6.24%) Data Modeller
10 32 (5.70%) Senior Data Engineer
11 24 (4.28%) Business Analyst
12 23 (4.10%) Consultant
13 22 (3.92%) Snowflake Engineer
14 20 (3.57%) Data Manager
15 19 (3.39%) Power BI Developer
15 19 (3.39%) Snowflake Data Engineer
16 18 (3.21%) Data Business Analyst
17 17 (3.03%) Azure Engineer
18 15 (2.67%) Business Intelligence Developer
19 14 (2.50%) Azure Data Engineer
Libraries, Frameworks & Software Standards
1 41 (7.31%) Kafka
2 30 (5.35%) PySpark
3 12 (2.14%) Oracle Fusion
4 9 (1.60%) OAuth
5 7 (1.25%) Jinja
6 6 (1.07%) REST
7 5 (0.89%) JSON
7 5 (0.89%) OpenTelemetry
7 5 (0.89%) SOAP
7 5 (0.89%) XML
8 4 (0.71%) OAuth2
8 4 (0.71%) OpenID
8 4 (0.71%) SAML
8 4 (0.71%) Web Services
9 3 (0.53%) FHIR
9 3 (0.53%) JDBC
9 3 (0.53%) Middleware
9 3 (0.53%) YAML
10 2 (0.36%) J2EE
10 2 (0.36%) MDX
Miscellaneous
1 24 (4.28%) Data Structures
2 21 (3.74%) Product Ownership
3 20 (3.57%) Legacy Systems
4 11 (1.96%) Onboarding
4 11 (1.96%) Reference Data
5 10 (1.78%) Cloud Native
5 10 (1.78%) Greenfield Project
6 9 (1.60%) Enterprise Software
7 7 (1.25%) Life Science
7 7 (1.25%) Replication
8 6 (1.07%) NHS
9 5 (0.89%) Clustering
9 5 (0.89%) Derivative
9 5 (0.89%) Hedge funds
9 5 (0.89%) Virtual Team
10 4 (0.71%) Algorithms
10 4 (0.71%) Management Information System
10 4 (0.71%) Marketing Technology
10 4 (0.71%) Team-Oriented Environment
11 3 (0.53%) e-Learning
Operating Systems
1 22 (3.92%) Linux
2 13 (2.32%) Unix
3 6 (1.07%) Windows
4 4 (0.71%) Red Hat Enterprise Linux
5 1 (0.18%) Windows 10
5 1 (0.18%) Windows Server 2016
5 1 (0.18%) Windows Server 2019
Processes & Methodologies
1 262 (46.70%) Data Modelling
2 259 (46.17%) ETL
3 212 (37.79%) Analytics
4 201 (35.83%) Business Intelligence
5 141 (25.13%) Data Governance
6 137 (24.42%) Problem-Solving
7 136 (24.24%) Data Pipeline
8 109 (19.43%) Visualisation
9 108 (19.25%) Agile
9 108 (19.25%) Data Engineering
10 103 (18.36%) Data Integration
10 103 (18.36%) Migration
11 90 (16.04%) Data Architecture
12 74 (13.19%) Data Management
13 73 (13.01%) Data Visualisation
14 65 (11.59%) CI/CD
15 64 (11.41%) Data Science
16 63 (11.23%) Data Strategy
17 59 (10.52%) Decision-Making
17 59 (10.52%) Stakeholder Management
Programming Languages
1 352 (62.75%) SQL
2 171 (30.48%) Python
3 28 (4.99%) Java
4 23 (4.10%) Data Analysis Expressions
5 21 (3.74%) PL/SQL
6 20 (3.57%) Scala
7 18 (3.21%) T-SQL
8 15 (2.67%) R
9 9 (1.60%) PowerShell
10 8 (1.43%) Bash
11 5 (0.89%) C#
12 4 (0.71%) Shell Script
13 3 (0.53%) Jython
13 3 (0.53%) PROC SQL
13 3 (0.53%) SAS Macro
13 3 (0.53%) VBA
14 2 (0.36%) ANSI SQL
14 2 (0.36%) COBOL
14 2 (0.36%) JCL
14 2 (0.36%) REXX
Qualifications
1 90 (16.04%) Security Cleared
2 65 (11.59%) SC Cleared
3 59 (10.52%) Degree
4 32 (5.70%) Computer Science Degree
5 18 (3.21%) Azure Certification
6 11 (1.96%) AWS Certification
7 9 (1.60%) AWS Certified Solutions Architect
7 9 (1.60%) Master's Degree
8 7 (1.25%) Microsoft Certification
9 6 (1.07%) DV Cleared
9 6 (1.07%) PMI Certification
10 5 (0.89%) SnowPro
11 4 (0.71%) PMP
12 3 (0.53%) BPSS Clearance
13 2 (0.36%) CBAP
13 2 (0.36%) SAP Certification
13 2 (0.36%) Tableau Certification
14 1 (0.18%) BC Cleared
14 1 (0.18%) CTC Cleared
14 1 (0.18%) PRINCE2 Certification
Quality Assurance & Compliance
1 141 (25.13%) Data Quality
2 23 (4.10%) GDPR
3 17 (3.03%) QA
4 10 (1.78%) HIPAA
5 6 (1.07%) PMO
6 5 (0.89%) Accessibility
7 4 (0.71%) Solvency II
8 3 (0.53%) Basel III
8 3 (0.53%) IFRS
9 2 (0.36%) IFRS 9
9 2 (0.36%) MiFID
10 1 (0.18%) Actionable Recommendations
10 1 (0.18%) GxP
10 1 (0.18%) HL7
10 1 (0.18%) IFRS 17
10 1 (0.18%) ISO/IEC 27001
10 1 (0.18%) SLA
System Software
1 17 (3.03%) Docker
2 2 (0.36%) Active Directory
3 1 (0.18%) Tivoli Workload Scheduler
3 1 (0.18%) Virtual Desktop
3 1 (0.18%) Virtual Machines
3 1 (0.18%) VMware Infrastructure
Systems Management
1 47 (8.38%) Terraform
2 28 (4.99%) Kubernetes
3 5 (0.89%) Ansible
4 4 (0.71%) Argo
4 4 (0.71%) Grafana
5 3 (0.53%) Single Sign-On
6 1 (0.18%) Kubeflow
6 1 (0.18%) Microsoft Intune
6 1 (0.18%) Tivoli
Vendors
1 82 (14.62%) Microsoft
2 60 (10.70%) Oracle
3 55 (9.80%) Databricks
4 47 (8.38%) Google
5 40 (7.13%) SAP
6 27 (4.81%) Informatica
7 15 (2.67%) IBM
8 14 (2.50%) Teradata
9 10 (1.78%) Sparx
10 9 (1.60%) Adobe
11 8 (1.43%) Ariba
12 7 (1.25%) Guidewire
12 7 (1.25%) Salesforce
12 7 (1.25%) ServiceNow
13 5 (0.89%) Talend
14 4 (0.71%) Cognos
14 4 (0.71%) MicroStrategy
15 3 (0.53%) Ab Initio
15 3 (0.53%) Anaplan
15 3 (0.53%) Hyperion