Period
to 23 September 2020

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 23 September 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
England > Yorkshire
6 months to
23 Sep 2020
Same period 2019 Same period 2018
Rank 70 82 78
Rank change year-on-year +12 -4 0
Contract jobs citing Data Warehouse 17 91 142
As % of all contract jobs advertised in Yorkshire 1.60% 2.29% 2.88%
As % of the Database & Business Intelligence category 9.34% 11.93% 12.32%
Number of daily rates quoted 8 61 111
Median daily rate £425 £425 £425
10th Percentile £275 £338 £300
90th Percentile £599 £640 £519
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 0 2 0
Median hourly rate - £35.00 -
England median hourly rate £67.50 £19.31 £41.25
% change year-on-year +249.56% -53.19% +52.78%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 182 763 1,153
As % of all contract IT jobs advertised in Yorkshire 17.14% 19.23% 23.38%
Number of daily rates quoted 101 511 808
Median daily rate £425 £425 £413
Median daily rate % change year-on-year - +3.03% +3.13%
10th Percentile £275 £300 £302
90th Percentile £550 £575 £550
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 18 18 21
Median hourly rate £19.53 £20.91 £17.00
Median hourly rate % change year-on-year -6.60% +22.97% -12.82%
10th Percentile £12.63 £14.32 £13.25
90th Percentile £25.98 £35.00 £33.75
Median hourly rate £35.00 £35.00 £28.75
% change year-on-year - +21.74% -4.17%

Data Warehouse
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Warehouse in Yorkshire

Data Warehouse
Contractor Daily Rate Trend in Yorkshire

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

Daily rate trend for Data Warehouse in Yorkshire

Data Warehouse
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Warehouse in Yorkshire over the 6 months to 23 September 2020.

Daily rate histogram for Data Warehouse in Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in Yorkshire

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

Hourly rate trend for Data Warehouse in Yorkshire

Data Warehouse
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 23 September 2020. 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
Job
Vacancies
West Yorkshire +5 10 £500 +17.65% 8
North Yorkshire +14 4 £323 - 6
South Yorkshire +42 2 - - 3
Data Warehouse
England

For the 6 months to 23 September 2020, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for Data Warehouse.

1 10 (58.82%) Business Intelligence
2 9 (52.94%) SQL Server
2 9 (52.94%) Power BI
2 9 (52.94%) Power Platform
3 7 (41.18%) SQL
3 7 (41.18%) SQL Server Integration Services
4 6 (35.29%) Microsoft
4 6 (35.29%) Azure
5 5 (29.41%) ETL
5 5 (29.41%) NHS
5 5 (29.41%) Agile Software Development
6 4 (23.53%) QlikView
6 4 (23.53%) Performance Tuning
6 4 (23.53%) Qlik Sense
7 3 (17.65%) Relational Database
7 3 (17.65%) AWS
7 3 (17.65%) Data Integration
7 3 (17.65%) Visualisation
7 3 (17.65%) Azure SQL Database
7 3 (17.65%) Data Quality
7 3 (17.65%) Tableau
7 3 (17.65%) Data Governance
7 3 (17.65%) Analytics
7 3 (17.65%) SQL Server Management Studio (SSMS)
7 3 (17.65%) Finance
7 3 (17.65%) VB
7 3 (17.65%) MS Access
7 3 (17.65%) SQL Server Analysis Services
7 3 (17.65%) Security Cleared
7 3 (17.65%) Data Lake

Data Warehouse
Co-occurring IT Skills in Yorkshire by Category

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

Business Applications
1 1 (5.88%) Sparx Enterprise Architect
Cloud Services
1 9 (52.94%) Power Platform
2 6 (35.29%) Azure
3 3 (17.65%) AWS
4 2 (11.76%) Amazon CloudWatch
4 2 (11.76%) Azure Data Factory
4 2 (11.76%) Dynamics 365
5 1 (5.88%) Amazon EC2
5 1 (5.88%) Amazon S3
5 1 (5.88%) Azure Stack
5 1 (5.88%) GitHub
5 1 (5.88%) Power Automate
5 1 (5.88%) PowerApps
5 1 (5.88%) SaaS
Communications & Networking
1 1 (5.88%) Firewall
Database & Business Intelligence
1 9 (52.94%) Power BI
1 9 (52.94%) SQL Server
2 7 (41.18%) SQL Server Integration Services
3 4 (23.53%) Qlik Sense
3 4 (23.53%) QlikView
4 3 (17.65%) Azure SQL Database
4 3 (17.65%) Data Lake
4 3 (17.65%) MS Access
4 3 (17.65%) Relational Database
4 3 (17.65%) SQL Server Analysis Services
5 2 (11.76%) Azure SQL Data Warehouse
5 2 (11.76%) Big Data
5 2 (11.76%) BusinessObjects
6 1 (5.88%) Cosmos DB
6 1 (5.88%) Microsoft Analysis Services
6 1 (5.88%) Oracle Discoverer
6 1 (5.88%) Oracle Reports
6 1 (5.88%) SAP Data Services
Development Applications
1 3 (17.65%) SQL Server Management Studio (SSMS)
2 1 (5.88%) Bitbucket
2 1 (5.88%) Bitbucket Server
2 1 (5.88%) Git (software)
2 1 (5.88%) GitLab
2 1 (5.88%) Hudson
2 1 (5.88%) Snyk
General
1 3 (17.65%) Finance
2 2 (11.76%) Legal
2 2 (11.76%) Public Sector
3 1 (5.88%) Manufacturing
Job Titles
1 10 (58.82%) Developer
2 4 (23.53%) Architect
3 2 (11.76%) Access Developer
3 2 (11.76%) Business Intelligence Developer
3 2 (11.76%) Data Architect
3 2 (11.76%) Data Warehouse Developer
3 2 (11.76%) Database Developer
3 2 (11.76%) Power BI Developer
3 2 (11.76%) SQL Developer
4 1 (5.88%) Analyst Developer
4 1 (5.88%) Azure Engineer
4 1 (5.88%) CIO
4 1 (5.88%) Cloud Engineer
4 1 (5.88%) Cybersecurity Consultant
4 1 (5.88%) Data Warehouse Architect
4 1 (5.88%) ETL Developer
4 1 (5.88%) NHS BI Developer
4 1 (5.88%) Platform Architect
4 1 (5.88%) R Developer
4 1 (5.88%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
1 1 (5.88%) .NET Framework
1 1 (5.88%) XML
Miscellaneous
1 5 (29.41%) NHS
2 1 (5.88%) Algorithms
2 1 (5.88%) Analytical Skills
2 1 (5.88%) Data Centre
2 1 (5.88%) Data Structures
Processes & Methodologies
1 10 (58.82%) Business Intelligence
2 5 (29.41%) Agile Software Development
2 5 (29.41%) ETL
3 4 (23.53%) Performance Tuning
4 3 (17.65%) Analytics
4 3 (17.65%) Data Governance
4 3 (17.65%) Data Integration
4 3 (17.65%) ETL Development
4 3 (17.65%) Visualisation
5 2 (11.76%) Business Analysis
5 2 (11.76%) Data Management
5 2 (11.76%) Data Protection
5 2 (11.76%) ERP
5 2 (11.76%) Identity Access Management
5 2 (11.76%) Migration
5 2 (11.76%) Open Source
5 2 (11.76%) Project Planning
5 2 (11.76%) Risk Assessment
5 2 (11.76%) Risk Management
5 2 (11.76%) Security Architecture
Programming Languages
1 7 (41.18%) SQL
2 3 (17.65%) VB
3 2 (11.76%) Data Analysis Expressions (DAX)
4 1 (5.88%) Python
Qualifications
1 3 (17.65%) Security Cleared
2 2 (11.76%) CESG Certified Professional
2 2 (11.76%) CISM
2 2 (11.76%) CISSP
2 2 (11.76%) CRISC
2 2 (11.76%) DV Cleared
3 1 (5.88%) AWS Certification
3 1 (5.88%) TOGAF Certification
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
2 2 (11.76%) GDPR
Systems Management
1 1 (5.88%) Terraform
Vendors
1 6 (35.29%) Microsoft
2 3 (17.65%) Tableau
3 2 (11.76%) Oracle
4 1 (5.88%) Birst
4 1 (5.88%) Databricks
4 1 (5.88%) Facebook
4 1 (5.88%) Infor
4 1 (5.88%) Instagram
4 1 (5.88%) SAP
4 1 (5.88%) Sparx
4 1 (5.88%) Twitter