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 26 September 2016 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
26 Sep 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 43 26 48
Rank change year-on-year
-17 +22
Contract jobs citing Data Warehouse 15 53 29
As % of all contract IT jobs located in Glasgow 2.55% 5.89% 3.43%
As % of the Database & Business Intelligence category 10.00% 21.37% 11.37%
Number of daily rates quoted 4 33 14
Median daily rate £450 £345 £335
Median daily rate % change year-on-year
+30.43% +2.98%
90% offered a daily rate of more than £433 £288 £300
10% offered a daily rate of more than £485 £498 £400
UK excluding London median daily rate £400 £400 £370
% change year-on-year
- +8.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £30.00 £67.00
% change year-on-year
+46.66% -55.22%
Data Warehouse
Scotland

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
150 248 255
As % of all contract IT jobs located in Glasgow 25.51% 27.56% 30.18%
Number of daily rates quoted 65 125 138
Median daily rate £385 £350 £400
Median daily rate % change year-on-year
+10.00% -12.50%
90% offered a daily rate of more than £280 £275 £260
10% offered a daily rate of more than £450 £475 £650
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 1 1 0
Median hourly rate £44.50 £12.50 -
Median hourly rate % change year-on-year
+256.00% -
UK excluding London median hourly rate £36.07 £33.55 £22.50
% change year-on-year
+7.51% +49.11%

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
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 26 September 2016, 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 24 (54.55%) Data Modelling
2 23 (52.27%) SQL
3 22 (50.00%) Oracle
3 22 (50.00%) ETL
4 21 (47.73%) Relational Database
5 19 (43.18%) Oracle Database
5 19 (43.18%) Business Intelligence
5 19 (43.18%) RDBMS
6 17 (38.64%) Finance
7 16 (36.36%) SQL Server
8 14 (31.82%) MicroStrategy
9 13 (29.55%) Talend Open Studio
9 13 (29.55%) Talend
10 12 (27.27%) Oracle Reports
11 10 (22.73%) Unix
11 10 (22.73%) SQL Server Integration Services
11 10 (22.73%) Kimball Methodology
12 9 (20.45%) Performance Tuning
12 9 (20.45%) Agile Software Development
12 9 (20.45%) PL/SQL
13 7 (15.91%) IBM
13 7 (15.91%) Data Integration
13 7 (15.91%) Data Quality
13 7 (15.91%) Logical Data Model
14 6 (13.64%) MongoDB
14 6 (13.64%) Security Cleared
14 6 (13.64%) Oracle Database 11g
14 6 (13.64%) Oracle Database 10g
14 6 (13.64%) PVCS
14 6 (13.64%) Oracle8/8i Database

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 2 (4.55%) PowerExchange
2 1 (2.27%) JBoss
2 1 (2.27%) Oracle Application Server
2 1 (2.27%) SAS
Applications
1 2 (4.55%) MS Excel
Database & Business Intelligence
1 21 (47.73%) Relational Database
2 19 (43.18%) Oracle Database
2 19 (43.18%) RDBMS
3 16 (36.36%) SQL Server
4 12 (27.27%) Oracle Reports
5 10 (22.73%) SQL Server Integration Services
6 6 (13.64%) MongoDB
6 6 (13.64%) Oracle Database 10g
6 6 (13.64%) Oracle Database 11g
6 6 (13.64%) Oracle8/8i Database
6 6 (13.64%) Oracle9i Database
7 5 (11.36%) DB2
7 5 (11.36%) IBM PureData
7 5 (11.36%) Oracle Exadata
7 5 (11.36%) PostgreSQL
8 3 (6.82%) Big Data
8 3 (6.82%) Hadoop
8 3 (6.82%) SQL Server Reporting Services
9 2 (4.55%) Data Lake
9 2 (4.55%) Enterprise Data Warehouse
Development Applications
1 13 (29.55%) Talend Open Studio
2 6 (13.64%) PVCS
3 2 (4.55%) ERwin
4 1 (2.27%) Team Foundation Server
4 1 (2.27%) VSS/SourceSafe
General
1 17 (38.64%) Finance
2 5 (11.36%) Banking
3 3 (6.82%) Retail
4 2 (4.55%) Law
5 1 (2.27%) Billing
5 1 (2.27%) Marketing
5 1 (2.27%) Retail Banking
Job Titles
1 9 (20.45%) Developer
2 8 (18.18%) Consultant
3 7 (15.91%) Analyst
4 6 (13.64%) Data Warehouse Analyst
5 5 (11.36%) Data Analyst
5 5 (11.36%) Project Manager
5 5 (11.36%) Scrum Master
5 5 (11.36%) SQL Developer
6 4 (9.09%) Architect
6 4 (9.09%) Data Architect
6 4 (9.09%) Oracle Consultant
6 4 (9.09%) ScrumMaster Project Manager
6 4 (9.09%) Senior Consultant
6 4 (9.09%) Senior Oracle Consultant
7 3 (6.82%) Business Analyst
7 3 (6.82%) Data Business Analyst
7 3 (6.82%) Data Modeller
7 3 (6.82%) Data Warehouse Business Analyst
7 3 (6.82%) Designer
8 2 (4.55%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 2 (4.55%) XML
2 1 (2.27%) .NET
2 1 (2.27%) Apache CXF
2 1 (2.27%) ASP.NET
2 1 (2.27%) ASP.NET MVC
2 1 (2.27%) FpML
2 1 (2.27%) MDX
2 1 (2.27%) OC4J
2 1 (2.27%) REST
2 1 (2.27%) SOAP
2 1 (2.27%) Spring
2 1 (2.27%) Spring Boot
2 1 (2.27%) Web Services
2 1 (2.27%) XML Schema
Miscellaneous
1 7 (15.91%) Data Integration
2 3 (6.82%) Credit Risk
3 2 (4.55%) Mainframe
4 1 (2.27%) Analytical Skills
4 1 (2.27%) Hedge funds
4 1 (2.27%) Management Information System
Operating Systems
1 10 (22.73%) Unix
2 1 (2.27%) AIX
2 1 (2.27%) Linux
2 1 (2.27%) Tru64
Processes & Methodologies
1 24 (54.55%) Data Modelling
2 22 (50.00%) ETL
3 19 (43.18%) Business Intelligence
4 10 (22.73%) Kimball Methodology
5 9 (20.45%) Agile Software Development
5 9 (20.45%) Performance Tuning
6 7 (15.91%) Logical Data Model
7 5 (11.36%) Change Data Capture
7 5 (11.36%) Data Analysis
7 5 (11.36%) Mentoring
7 5 (11.36%) Physical Data Model
7 5 (11.36%) Scrum
7 5 (11.36%) User Acceptance Testing
8 4 (9.09%) Data Architecture
8 4 (9.09%) Investment Management
8 4 (9.09%) Migration
8 4 (9.09%) SDLC
8 4 (9.09%) Waterfall
9 3 (6.82%) Analytics
9 3 (6.82%) Line Management
Programming Languages
1 23 (52.27%) SQL
2 9 (20.45%) PL/SQL
3 4 (9.09%) T-SQL
4 1 (2.27%) C#
4 1 (2.27%) Java
4 1 (2.27%) VBA
Qualifications
1 6 (13.64%) Security Cleared
2 3 (6.82%) ISEB
3 1 (2.27%) Degree
Quality Assurance & Compliance
1 7 (15.91%) Data Quality
2 2 (4.55%) QA
3 1 (2.27%) Basel III
3 1 (2.27%) Disclosure Scotland
System Software
1 1 (2.27%) Oracle RAC
Systems Management
1 1 (2.27%) HP Quality Center
1 1 (2.27%) Oracle RMAN
Vendors
1 22 (50.00%) Oracle
2 14 (31.82%) MicroStrategy
3 13 (29.55%) Talend
4 7 (15.91%) IBM
5 5 (11.36%) Netezza
6 4 (9.09%) Microsoft
7 2 (4.55%) Alteryx
7 2 (4.55%) CA
7 2 (4.55%) Cognos
7 2 (4.55%) Informatica
7 2 (4.55%) Teradata
8 1 (2.27%) Ab Initio
8 1 (2.27%) Capita
8 1 (2.27%) Perforce
8 1 (2.27%) Sybase
8 1 (2.27%) Tableau
8 1 (2.27%) Trillium