The following table provides summary statistics for contract job vacancies advertised in Stirling 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 3 months to 24 April 2017 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
Scotland / Stirling
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 4 7 -
Rank change year-on-year +3 -  
Contract jobs citing Data Warehouse 3 5 0
As % of all contract IT jobs advertised in Stirling 16.67% 9.80% -
As % of the Database & Business Intelligence category 100.00% 33.33% -
Number of daily rates quoted 3 4 0
Median daily rate £475 £550 -
Median daily rate % change year-on-year -13.63% -  
UK excluding London median daily rate £400 £425 £400
% change year-on-year -5.88% +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £34.62 £20.25 £34.00
% change year-on-year +70.96% -40.44%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Stirling with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Stirling
Contract job vacancies with a requirement for database and business intelligence skills 3 15 28
As % of all contract IT job vacancies advertised in Stirling 16.67% 29.41% 24.56%
Number of daily rates quoted 3 4 3
Median daily rate £475 £550 £450
Median daily rate % change year-on-year -13.63% +22.22%  
UK excluding London median daily rate £400 £390 £375
% change year-on-year +2.56% +4.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £29.00 £27.50 £32.50
% change year-on-year +5.45% -15.38%  

Data Warehouse
Job Vacancy Trend in Stirling

The job posting trend of jobs advertised in Stirling citing Data Warehouse as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in Stirling

Data Warehouse
Contractor Daily Rate Trend in Stirling

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Stirling.

Contractor daily rate trend for Data Warehouse in Stirling

For the 6 months to 24 April 2017, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Stirling region with a requirement for Data Warehouse.

1 5 (100.00%) Business Intelligence
1 5 (100.00%) Informatica
2 4 (80.00%) Finance
2 4 (80.00%) Analytics
3 3 (60.00%) Analytical Skills
3 3 (60.00%) BusinessObjects
3 3 (60.00%) Data Modelling
3 3 (60.00%) Oracle
3 3 (60.00%) Agile Software Development
3 3 (60.00%) QlikView
3 3 (60.00%) Data Integration
4 2 (40.00%) Data Architecture
4 2 (40.00%) Dimensional Modelling
4 2 (40.00%) Data Management
4 2 (40.00%) PRINCE2
4 2 (40.00%) ETL
4 2 (40.00%) Six Sigma
4 2 (40.00%) SDLC
4 2 (40.00%) Oracle Database
4 2 (40.00%) Scorecard
5 1 (20.00%) Dashboard Development
5 1 (20.00%) R
5 1 (20.00%) Data Visualisation
5 1 (20.00%) Data Analytics
5 1 (20.00%) Data Transformation
5 1 (20.00%) Logical Data Model
5 1 (20.00%) Enterprise Data Warehouse
5 1 (20.00%) PowerExchange
5 1 (20.00%) SPSS
5 1 (20.00%) Scrum

Data Warehouse
Co-occurring IT Skills in Stirling 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:

Application Platforms
1 1 (20.00%) PowerExchange
1 1 (20.00%) SAS
Applications
1 1 (20.00%) SPSS
Database & Business Intelligence
1 3 (60.00%) BusinessObjects
1 3 (60.00%) QlikView
2 2 (40.00%) Oracle Database
3 1 (20.00%) Enterprise Data Warehouse
3 1 (20.00%) SQL Server Integration Services
General
1 4 (80.00%) Finance
Job Titles
1 2 (40.00%) Analyst
1 2 (40.00%) Analyst Programmer
1 2 (40.00%) Designer
1 2 (40.00%) Programmer
1 2 (40.00%) Senior Analyst
1 2 (40.00%) Senior Analyst Programmer
1 2 (40.00%) Senior Programme Analyst
1 2 (40.00%) Senior Programmer
2 1 (20.00%) Business Intelligence Analyst
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Developer
2 1 (20.00%) Informatica Programmer
2 1 (20.00%) Senior Business Intelligence Analyst
2 1 (20.00%) Senior Informatica Programmer
Miscellaneous
1 3 (60.00%) Analytical Skills
Operating Systems
1 1 (20.00%) Unix
Processes & Methodologies
1 5 (100.00%) Business Intelligence
2 4 (80.00%) Analytics
3 3 (60.00%) Agile Software Development
3 3 (60.00%) Data Integration
3 3 (60.00%) Data Modelling
4 2 (40.00%) Data Architecture
4 2 (40.00%) Data Management
4 2 (40.00%) Dimensional Modelling
4 2 (40.00%) ETL
4 2 (40.00%) PRINCE2
4 2 (40.00%) Scorecard
4 2 (40.00%) SDLC
4 2 (40.00%) Six Sigma
5 1 (20.00%) Dashboard Development
5 1 (20.00%) Data Analytics
5 1 (20.00%) Data Transformation
5 1 (20.00%) Data Visualisation
5 1 (20.00%) Logical Data Model
5 1 (20.00%) Predictive Analytics
5 1 (20.00%) Visualisation
Programming Languages
1 1 (20.00%) Python
1 1 (20.00%) R
1 1 (20.00%) SQL
Vendors
1 5 (100.00%) Informatica
2 3 (60.00%) Oracle