Period
to 19 January 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 6 months to 19 January 2018 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.

Dimensional Modelling
Scotland > Glasgow
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 87 80 -
Rank change year-on-year -7 - +96
Contract jobs citing Dimensional Modelling 1 2 0
As % of all contract IT jobs advertised in Glasgow 0.086% 0.19% -
As % of the Processes & Methodologies category 0.10% 0.22% -
Number of daily rates quoted 1 0 0
Glasgow median daily rate £400 - -
Scotland median daily rate £398 £425 £425
% change year-on-year -6.47% - +21.43%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 998 896 1,221
As % of all contract IT jobs advertised in Glasgow 86.03% 83.90% 79.65%
Number of daily rates quoted 580 459 670
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -2.78%
10th Percentile £257 £210 £213
90th Percentile £506 £454 £475
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 29 18 12
Glasgow median hourly rate £24.00 £24.50 £29.00
Median hourly rate % change year-on-year -2.04% -15.52% +65.71%
10th Percentile £10.00 £10.50 £12.35
90th Percentile £34.00 £47.03 £55.00
Scotland median hourly rate £21.75 £21.50 £23.35
% change year-on-year +1.16% -7.92% +3.78%

Dimensional Modelling
Job Vacancy Trend in Glasgow

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Dimensional Modelling in Glasgow

Dimensional Modelling
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Dimensional Modelling in Glasgow.

Contractor daily rate trend for Dimensional Modelling in Glasgow

For the 6 months to 19 January 2018, IT contractor jobs citing Dimensional Modelling 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 Glasgow region with a requirement for Dimensional Modelling.

1 1 (100.00%) SQL
1 1 (100.00%) Oracle
1 1 (100.00%) Oracle Reports
1 1 (100.00%) Cognos
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) Business Intelligence
1 1 (100.00%) IBM
1 1 (100.00%) MicroStrategy
1 1 (100.00%) DataStage
1 1 (100.00%) Netezza
1 1 (100.00%) Cognos Business Intelligence
1 1 (100.00%) Tableau
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Quality
1 1 (100.00%) Talend
1 1 (100.00%) Change Data Capture
1 1 (100.00%) Analytics
1 1 (100.00%) IBM InfoSphere
1 1 (100.00%) Oracle Database 12c
1 1 (100.00%) Oracle Database
1 1 (100.00%) Data Structures
1 1 (100.00%) Enterprise Data Warehouse

Dimensional Modelling
Co-occurring IT Skills in Glasgow 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 (100.00%) Cognos Business Intelligence
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) DataStage
1 1 (100.00%) Enterprise Data Warehouse
1 1 (100.00%) IBM InfoSphere
1 1 (100.00%) Oracle Database
1 1 (100.00%) Oracle Database 12c
1 1 (100.00%) Oracle Reports
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Data Architect
1 1 (100.00%) Netezza Architect
Miscellaneous
1 1 (100.00%) Data Structures
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Change Data Capture
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Modelling
Programming Languages
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Cognos
1 1 (100.00%) IBM
1 1 (100.00%) MicroStrategy
1 1 (100.00%) Netezza
1 1 (100.00%) Oracle
1 1 (100.00%) Tableau
1 1 (100.00%) Talend