The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Glasgow region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Warehousing
Scotland / Glasgow
Rank 23 23 47
Rank change year-on-year
0 +24
Contract jobs citing Data Warehouse 28 36 20
As % of all contract IT jobs located in Glasgow 5.66% 5.34% 2.71%
As % of the Database & Business Intelligence category 19.31% 25.71% 10.70%
Number of daily rates quoted 12 29 12
Median daily rate £400 £350 £363
Median daily rate % change year-on-year
+14.28% -3.44%
90% offered a daily rate of more than £284 £267 £287
10% offered a daily rate of more than £423 £500 £421
UK excluding London median daily rate £400 £400 £396
% change year-on-year
- +1.01%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £59.25 £37.88
% change year-on-year
-32.48% +56.43%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Glasgow region.

Database & Business Intelligence Category
Glasgow
Contract IT job ads with a match in the
Database & Business Intelligence category
145 140 187
As % of all contract IT jobs located in Glasgow 29.29% 20.77% 25.30%
Number of daily rates quoted 73 87 122
Median daily rate £375 £350 £350
Median daily rate % change year-on-year
+7.14% -
90% offered a daily rate of more than £280 £200 £270
10% offered a daily rate of more than £488 £475 £463
UK excluding London median daily rate £400 £380 £363
% change year-on-year
+5.26% +4.82%
Number of hourly rates quoted 5 1 3
Median hourly rate £16.61 £49.41 £22.50
Median hourly rate % change year-on-year
-66.39% +119.60%
90% offered a hourly rate of more than £15.89 £49.41 £17.70
10% offered a hourly rate of more than £17.32 £49.41 £25.50
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

Data Warehouse
Jobs Demand Trend in Glasgow

The demand trend of contract jobs across the Glasgow region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Glasgow

Data Warehouse
Daily Rate Trend in Glasgow

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

Data Warehouse Daily Rate Trend in Glasgow

Data Warehouse
Daily Rate Histogram in Glasgow

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Glasgow region over the 3 months to 20 January 2017.

Data Warehouse Daily Rate Histogram in Glasgow

Data Warehouse
Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the Glasgow region.

Data Warehouse Hourly Rate Trend in Glasgow

Data Warehouse
Top 30 Related IT Skills in Glasgow

For the 6 months to 20 January 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 Glasgow region with a requirement for Data Warehouse.

1 22 (48.89%) SQL
2 20 (44.44%) ETL
3 19 (42.22%) Business Intelligence
4 18 (40.00%) SQL Server
5 15 (33.33%) Data Modelling
5 15 (33.33%) SQL Server Integration Services
6 14 (31.11%) Finance
7 13 (28.89%) SQL Server Reporting Services
8 10 (22.22%) Oracle
8 10 (22.22%) Relational Database
9 8 (17.78%) Law
9 8 (17.78%) Data Integration
10 7 (15.56%) SQL Server Analysis Services
10 7 (15.56%) Business Analysis
10 7 (15.56%) Banking
10 7 (15.56%) PL/SQL
11 6 (13.33%) Microsoft
11 6 (13.33%) MicroStrategy
11 6 (13.33%) Data Management
11 6 (13.33%) Oracle Database
11 6 (13.33%) Logical Data Model
11 6 (13.33%) SQL Server 2014
12 5 (11.11%) Physical Data Model
12 5 (11.11%) ETL Development
12 5 (11.11%) SQL Server 2012
12 5 (11.11%) Kimball Methodology
12 5 (11.11%) Talend Open Studio
12 5 (11.11%) Talend
12 5 (11.11%) User Acceptance Testing
12 5 (11.11%) Software Testing

Data Warehouse
Top Related 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:

Application Platforms
1 3 (6.67%) JBoss
1 3 (6.67%) Oracle Application Server
2 1 (2.22%) SAS
Applications
1 3 (6.67%) MS Excel
Cloud Services
1 2 (4.44%) Microsoft Azure
Communications & Networking
1 1 (2.22%) LAN
1 1 (2.22%) Wi-Fi
Database & Business Intelligence
1 18 (40.00%) SQL Server
2 15 (33.33%) SQL Server Integration Services
3 13 (28.89%) SQL Server Reporting Services
4 10 (22.22%) Relational Database
5 7 (15.56%) SQL Server Analysis Services
6 6 (13.33%) Oracle Database
6 6 (13.33%) SQL Server 2014
7 5 (11.11%) RDBMS
7 5 (11.11%) SQL Server 2012
8 3 (6.67%) Enterprise Data Warehouse
8 3 (6.67%) Oracle Database 10g
8 3 (6.67%) Oracle Database 12c
8 3 (6.67%) SQL Server 2016
9 2 (4.44%) BusinessObjects
9 2 (4.44%) Ingres
9 2 (4.44%) MySQL
9 2 (4.44%) Oracle Reports
9 2 (4.44%) Oracle8/8i Database
9 2 (4.44%) Oracle9i Database
9 2 (4.44%) Snowflake Schema
Development Applications
1 5 (11.11%) Talend Open Studio
2 2 (4.44%) PVCS
2 2 (4.44%) Visual Studio
General
1 14 (31.11%) Finance
2 8 (17.78%) Law
3 7 (15.56%) Banking
4 2 (4.44%) Investment Banking
5 1 (2.22%) Front Office
5 1 (2.22%) Legal
5 1 (2.22%) Marketing
5 1 (2.22%) Retail
5 1 (2.22%) Retail Banking
Job Titles
1 13 (28.89%) Developer
2 7 (15.56%) Analyst
3 6 (13.33%) ETL Developer
4 5 (11.11%) SQL Developer
5 4 (8.89%) Business Analyst
5 4 (8.89%) Consultant
6 3 (6.67%) Architect
6 3 (6.67%) Data Business Analyst
6 3 (6.67%) Data Modeller
6 3 (6.67%) Data Warehouse Developer
6 3 (6.67%) SQL Server Developer
6 3 (6.67%) Technical Analyst
6 3 (6.67%) Technical Business Analyst
7 2 (4.44%) Business Intelligence Developer
7 2 (4.44%) Designer
7 2 (4.44%) MI Specialist
7 2 (4.44%) Microsoft BI Developer
7 2 (4.44%) Senior Oracle Consultant
7 2 (4.44%) SSIS Developer
7 2 (4.44%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (6.67%) MDX
1 3 (6.67%) OC4J
2 1 (2.22%) PostGIS
Miscellaneous
1 8 (17.78%) Data Integration
2 4 (8.89%) Analytical Skills
2 4 (8.89%) Management Information System
3 3 (6.67%) Credit Risk
3 3 (6.67%) Data Extraction
4 2 (4.44%) Data Centre
4 2 (4.44%) Enterprise Software
4 2 (4.44%) Statistics
5 1 (2.22%) Ontologies
5 1 (2.22%) Remote Sensing
5 1 (2.22%) Visualisation
Operating Systems
1 5 (11.11%) Unix
2 3 (6.67%) AIX
2 3 (6.67%) Linux
2 3 (6.67%) Tru64
Processes & Methodologies
1 20 (44.44%) ETL
2 19 (42.22%) Business Intelligence
3 15 (33.33%) Data Modelling
4 7 (15.56%) Business Analysis
5 6 (13.33%) Data Management
5 6 (13.33%) Logical Data Model
6 5 (11.11%) ETL Development
6 5 (11.11%) Kimball Methodology
6 5 (11.11%) Physical Data Model
6 5 (11.11%) Software Testing
6 5 (11.11%) User Acceptance Testing
7 4 (8.89%) Agile Software Development
7 4 (8.89%) Analytics
7 4 (8.89%) Data Analysis
7 4 (8.89%) Unit Testing
8 3 (6.67%) Data Governance
8 3 (6.67%) Master Data Management
8 3 (6.67%) Mentoring
8 3 (6.67%) SDLC
8 3 (6.67%) Test Scripting
Programming Languages
1 22 (48.89%) SQL
2 7 (15.56%) PL/SQL
3 4 (8.89%) T-SQL
4 1 (2.22%) Python
Qualifications
1 2 (4.44%) Security Cleared
2 1 (2.22%) Degree
2 1 (2.22%) Postgraduate
Quality Assurance & Compliance
1 3 (6.67%) Data Quality
1 3 (6.67%) Disclosure Scotland
1 3 (6.67%) QA
2 1 (2.22%) Basel II
2 1 (2.22%) BS7666
System Software
1 3 (6.67%) Oracle RAC
Systems Management
1 3 (6.67%) Enterprise Manager Cloud Control
1 3 (6.67%) Oracle RMAN
Vendors
1 10 (22.22%) Oracle
2 6 (13.33%) Microsoft
2 6 (13.33%) MicroStrategy
3 5 (11.11%) Cognos
3 5 (11.11%) Talend
4 3 (6.67%) SAP
5 2 (4.44%) Alteryx
6 1 (2.22%) Capita
6 1 (2.22%) IBM