Period
to 16 December 2017

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Enterprise Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Enterprise Data Warehouse over the 6 months to 16 December 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.

Enterprise Data Warehouse (EDW)
Scotland > Glasgow
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 91 83 89
Rank change year-on-year -8 +6 +11
Contract jobs citing Enterprise Data Warehouse 2 3 10
As % of all contract IT jobs advertised in Glasgow 0.16% 0.26% 0.61%
As % of the Database & Business Intelligence category 0.66% 1.01% 2.41%
Number of daily rates quoted 1 1 5
Glasgow median daily rate £400 £450 £338
Median daily rate % change year-on-year -11.11% +33.33% +12.50%
10th Percentile £375 £425 £228
90th Percentile £425 £475 £368
Scotland median daily rate £475 £494 £363
% change year-on-year -3.80% +36.21% -23.68%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Enterprise 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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 305 296 415
As % of all contract IT jobs advertised in Glasgow 24.42% 25.94% 25.12%
Number of daily rates quoted 165 140 224
Glasgow median daily rate £380 £363 £338
Median daily rate % change year-on-year +4.83% +7.41% -1.46%
10th Percentile £263 £257 £213
90th Percentile £500 £475 £461
Scotland median daily rate £388 £350 £375
% change year-on-year +10.71% -6.67% +5.63%
Number of hourly rates quoted 6 3 2
Glasgow median hourly rate £24.00 £17.32 £30.96
Median hourly rate % change year-on-year +38.57% -44.05% +37.58%
10th Percentile £12.18 £17.32 £15.50
90th Percentile £195.00 £40.06 £45.98
Scotland median hourly rate £33.00 £42.25 £25.00
% change year-on-year -21.89% +69.00% +11.11%

Enterprise Data Warehouse
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Enterprise Data Warehouse in Glasgow

Enterprise Data Warehouse
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Enterprise Data Warehouse in Glasgow

For the 6 months to 16 December 2017, IT contractor jobs citing Enterprise 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 Glasgow region with a requirement for Enterprise Data Warehouse.

1 2 (100.00%) SQL
1 2 (100.00%) Oracle
1 2 (100.00%) Oracle Reports
1 2 (100.00%) Cognos
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Data Modelling
1 2 (100.00%) Business Intelligence
1 2 (100.00%) IBM
1 2 (100.00%) MicroStrategy
1 2 (100.00%) DataStage
1 2 (100.00%) Dimensional Modelling
1 2 (100.00%) Talend Open Studio
1 2 (100.00%) Tableau
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Quality
1 2 (100.00%) Talend
1 2 (100.00%) Change Data Capture
1 2 (100.00%) Analytics
1 2 (100.00%) IBM InfoSphere
1 2 (100.00%) Oracle Database 12c
1 2 (100.00%) Oracle Database
1 2 (100.00%) Data Structures
1 2 (100.00%) Netezza
1 2 (100.00%) Cognos Business Intelligence
2 1 (50.00%) Computer Science
2 1 (50.00%) Degree
2 1 (50.00%) Computer Science Degree
2 1 (50.00%) Agile Software Development

Enterprise Data Warehouse
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 2 (100.00%) Cognos Business Intelligence
Database & Business Intelligence
1 2 (100.00%) Data Warehouse
1 2 (100.00%) DataStage
1 2 (100.00%) IBM InfoSphere
1 2 (100.00%) Oracle Database
1 2 (100.00%) Oracle Database 12c
1 2 (100.00%) Oracle Reports
Development Applications
1 2 (100.00%) Talend Open Studio
Job Titles
1 2 (100.00%) Architect
1 2 (100.00%) Data Architect
2 1 (50.00%) Netezza Architect
Miscellaneous
1 2 (100.00%) Data Structures
2 1 (50.00%) Computer Science
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Business Intelligence
1 2 (100.00%) Change Data Capture
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Modelling
1 2 (100.00%) Dimensional Modelling
2 1 (50.00%) Agile Software Development
Programming Languages
1 2 (100.00%) SQL
Qualifications
1 1 (50.00%) Computer Science Degree
1 1 (50.00%) Degree
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
Vendors
1 2 (100.00%) Cognos
1 2 (100.00%) IBM
1 2 (100.00%) MicroStrategy
1 2 (100.00%) Netezza
1 2 (100.00%) Oracle
1 2 (100.00%) Tableau
1 2 (100.00%) Talend