Period
to 23 July 2017

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 6 months to 23 July 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
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 5 17 33
Rank change year-on-year +12 +16 -10
Contract jobs citing Data Warehouse 7 7 2
As % of all contract IT jobs advertised in Stirling 14.58% 6.03% 1.06%
As % of the Database & Business Intelligence category 87.50% 17.07% 4.17%
Number of daily rates quoted 7 7 0
Stirling median daily rate £475 £525 -
Median daily rate % change year-on-year -9.52% - -
Scotland median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 0 0 0
Stirling median hourly rate - - -
Scotland median hourly rate - - -

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 8 41 48
As % of all contract IT job vacancies advertised in Stirling 16.67% 35.34% 25.53%
Number of daily rates quoted 7 13 7
Stirling median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +20.00%
10th Percentile £463 £338 £393
90th Percentile £488 £575 £519
Scotland median daily rate £375 £375 £375
Number of hourly rates quoted 0 0 0
Stirling median hourly rate - - -
Scotland median hourly rate £43.39 £36.00 £33.75
% change year-on-year +20.53% +6.67% +92.86%

Data Warehouse
Job Vacancy Trend in Stirling

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Stirling.

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 23 July 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 7 (100.00%) Informatica
1 7 (100.00%) Business Intelligence
1 7 (100.00%) Finance
2 6 (85.71%) Agile Software Development
2 6 (85.71%) QlikView
2 6 (85.71%) ETL
2 6 (85.71%) Analytics
2 6 (85.71%) Analytical Skills
3 4 (57.14%) Data Transformation
3 4 (57.14%) R
3 4 (57.14%) Data Visualisation
3 4 (57.14%) Data Analytics
3 4 (57.14%) Dashboard Development
3 4 (57.14%) SAS
3 4 (57.14%) Python
3 4 (57.14%) SQL
3 4 (57.14%) SPSS
3 4 (57.14%) SQL Server Integration Services
3 4 (57.14%) Predictive Analytics
3 4 (57.14%) Visualisation
3 4 (57.14%) Data Analysis
3 4 (57.14%) Scrum
4 3 (42.86%) BusinessObjects
4 3 (42.86%) Oracle
4 3 (42.86%) Data Modelling
5 2 (28.57%) PRINCE2
5 2 (28.57%) Six Sigma
5 2 (28.57%) Data Management
5 2 (28.57%) Dimensional Modelling
5 2 (28.57%) Data Integration

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 4 (57.14%) SAS
2 1 (14.29%) PowerExchange
Applications
1 4 (57.14%) SPSS
Database & Business Intelligence
1 6 (85.71%) QlikView
2 4 (57.14%) SQL Server Integration Services
3 3 (42.86%) BusinessObjects
4 2 (28.57%) Oracle Database
5 1 (14.29%) Enterprise Data Warehouse
General
1 7 (100.00%) Finance
Job Titles
1 4 (57.14%) Analyst
1 4 (57.14%) Analyst Programmer
1 4 (57.14%) Business Intelligence Analyst
1 4 (57.14%) Programmer
1 4 (57.14%) Senior Analyst
1 4 (57.14%) Senior Analyst Programmer
1 4 (57.14%) Senior Business Intelligence Analyst
1 4 (57.14%) Senior Programmer
2 2 (28.57%) Designer
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Developer
Miscellaneous
1 6 (85.71%) Analytical Skills
Operating Systems
1 1 (14.29%) Unix
Processes & Methodologies
1 7 (100.00%) Business Intelligence
2 6 (85.71%) Agile Software Development
2 6 (85.71%) Analytics
2 6 (85.71%) ETL
3 4 (57.14%) Dashboard Development
3 4 (57.14%) Data Analysis
3 4 (57.14%) Data Analytics
3 4 (57.14%) Data Transformation
3 4 (57.14%) Data Visualisation
3 4 (57.14%) Predictive Analytics
3 4 (57.14%) Scrum
3 4 (57.14%) Visualisation
4 3 (42.86%) Data Modelling
5 2 (28.57%) Data Architecture
5 2 (28.57%) Data Integration
5 2 (28.57%) Data Management
5 2 (28.57%) Dimensional Modelling
5 2 (28.57%) PRINCE2
5 2 (28.57%) Scorecard
5 2 (28.57%) Six Sigma
Programming Languages
1 4 (57.14%) Python
1 4 (57.14%) R
1 4 (57.14%) SQL
Vendors
1 7 (100.00%) Informatica
2 3 (42.86%) Oracle