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 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 34 26 54
Rank change year-on-year
-8 +28
Contract jobs citing Data Warehouse 28 44 16
As % of all contract IT jobs located in Glasgow 4.32% 5.07% 2.03%
As % of the Database & Business Intelligence category 15.47% 19.30% 7.96%
Number of daily rates quoted 16 20 3
Median daily rate £400 £345 £338
Median daily rate % change year-on-year
+15.94% +2.22%
90% offered a daily rate of more than £338 £285 £308
10% offered a daily rate of more than £463 £455 £408
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.25 £30.00 £40.50
% change year-on-year
-15.83% -25.92%
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
181 228 201
As % of all contract IT jobs located in Glasgow 27.93% 26.30% 25.48%
Number of daily rates quoted 109 99 88
Median daily rate £350 £355 £325
Median daily rate % change year-on-year
-1.40% +9.23%
90% offered a daily rate of more than £288 £288 £260
10% offered a daily rate of more than £450 £400 £425
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 0 2 0
Median hourly rate - £65.00 -
UK excluding London median hourly rate £31.00 £28.50 £25.00
% change year-on-year
+8.77% +14.00%

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 24 July 2016.

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 24 July 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 29 (60.42%) SQL
2 28 (58.33%) Data Modelling
3 23 (47.92%) ETL
3 23 (47.92%) Business Intelligence
4 22 (45.83%) Oracle
5 21 (43.75%) Finance
6 20 (41.67%) Relational Database
7 19 (39.58%) Oracle Database
7 19 (39.58%) RDBMS
8 17 (35.42%) Agile Software Development
9 13 (27.08%) SQL Server
10 12 (25.00%) Kimball Methodology
11 10 (20.83%) MicroStrategy
11 10 (20.83%) Unix
11 10 (20.83%) Oracle Reports
11 10 (20.83%) Talend Open Studio
11 10 (20.83%) Talend
11 10 (20.83%) Data Quality
12 8 (16.67%) Security Cleared
12 8 (16.67%) PL/SQL
12 8 (16.67%) Scrum
13 7 (14.58%) IBM
13 7 (14.58%) SQL Server Integration Services
13 7 (14.58%) Migration
13 7 (14.58%) Data Analysis
13 7 (14.58%) Waterfall
13 7 (14.58%) Performance Tuning
13 7 (14.58%) Logical Data Model
14 6 (12.50%) MongoDB
14 6 (12.50%) Stakeholder Management

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 (4.17%) PowerExchange
2 1 (2.08%) SAS
Applications
1 2 (4.17%) MS Excel
Business Applications
1 1 (2.08%) Cognos Business Intelligence
Database & Business Intelligence
1 20 (41.67%) Relational Database
2 19 (39.58%) Oracle Database
2 19 (39.58%) RDBMS
3 13 (27.08%) SQL Server
4 10 (20.83%) Oracle Reports
5 7 (14.58%) SQL Server Integration Services
6 6 (12.50%) MongoDB
7 5 (10.42%) DB2
7 5 (10.42%) IBM PureData
7 5 (10.42%) Oracle Exadata
7 5 (10.42%) PostgreSQL
8 4 (8.33%) NoSQL
8 4 (8.33%) Oracle Database 10g
8 4 (8.33%) Oracle Database 11g
8 4 (8.33%) Oracle8/8i Database
8 4 (8.33%) Oracle9i Database
9 3 (6.25%) Hadoop
10 2 (4.17%) Big Data
10 2 (4.17%) Cognos Report Studio
10 2 (4.17%) Oracle ODI
Development Applications
1 10 (20.83%) Talend Open Studio
2 4 (8.33%) PVCS
3 2 (4.17%) ERwin
3 2 (4.17%) Git (software)
3 2 (4.17%) Subversion
4 1 (2.08%) Team Foundation Server
4 1 (2.08%) VSS/SourceSafe
General
1 21 (43.75%) Finance
2 5 (10.42%) Banking
3 2 (4.17%) Retail
4 1 (2.08%) Billing
4 1 (2.08%) Law
Job Titles
1 11 (22.92%) Analyst
1 11 (22.92%) Developer
2 9 (18.75%) Data Analyst
2 9 (18.75%) Data Warehouse Analyst
3 7 (14.58%) Business Analyst
3 7 (14.58%) Data Business Analyst
4 6 (12.50%) Consultant
4 6 (12.50%) Data Warehouse Business Analyst
5 5 (10.42%) Project Manager
5 5 (10.42%) Scrum Master
5 5 (10.42%) SQL Developer
6 4 (8.33%) Architect
6 4 (8.33%) ScrumMaster Project Manager
7 3 (6.25%) Data Architect
7 3 (6.25%) Data Modeller
7 3 (6.25%) Designer
7 3 (6.25%) SQL Analyst
7 3 (6.25%) SQL Data Analyst
8 2 (4.17%) Business Intelligence Analyst
8 2 (4.17%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 2 (4.17%) .NET
1 2 (4.17%) ASP.NET
1 2 (4.17%) ASP.NET MVC
1 2 (4.17%) XML
2 1 (2.08%) Apache CXF
2 1 (2.08%) FpML
2 1 (2.08%) REST
2 1 (2.08%) SOAP
2 1 (2.08%) Spring
2 1 (2.08%) Spring Boot
2 1 (2.08%) Web Services
2 1 (2.08%) XML Schema
Miscellaneous
1 4 (8.33%) Credit Risk
1 4 (8.33%) Data Integration
2 2 (4.17%) Data Structures
2 2 (4.17%) Mainframe
3 1 (2.08%) Analytical Skills
3 1 (2.08%) Derivative
3 1 (2.08%) Equities
3 1 (2.08%) Hedge funds
3 1 (2.08%) Management Information System
Operating Systems
1 10 (20.83%) Unix
2 3 (6.25%) Linux
2 3 (6.25%) Mac OS X
Processes & Methodologies
1 28 (58.33%) Data Modelling
2 23 (47.92%) Business Intelligence
2 23 (47.92%) ETL
3 17 (35.42%) Agile Software Development
4 12 (25.00%) Kimball Methodology
5 8 (16.67%) Scrum
6 7 (14.58%) Data Analysis
6 7 (14.58%) Logical Data Model
6 7 (14.58%) Migration
6 7 (14.58%) Performance Tuning
6 7 (14.58%) Waterfall
7 6 (12.50%) Stakeholder Management
7 6 (12.50%) User Acceptance Testing
8 5 (10.42%) Change Data Capture
8 5 (10.42%) Data Architecture
8 5 (10.42%) Physical Data Model
9 4 (8.33%) ETL Development
9 4 (8.33%) Investment Management
9 4 (8.33%) Mentoring
9 4 (8.33%) Prototyping
Programming Languages
1 29 (60.42%) SQL
2 8 (16.67%) PL/SQL
3 4 (8.33%) Java
3 4 (8.33%) T-SQL
4 3 (6.25%) Clojure
4 3 (6.25%) JavaScript
4 3 (6.25%) Ruby
5 2 (4.17%) C#
5 2 (4.17%) VBA
Qualifications
1 8 (16.67%) Security Cleared
2 6 (12.50%) ISEB
3 2 (4.17%) SC Cleared
4 1 (2.08%) Degree
Quality Assurance & Compliance
1 10 (20.83%) Data Quality
2 2 (4.17%) Disclosure Scotland
2 2 (4.17%) QA
3 1 (2.08%) Basel III
Systems Management
1 1 (2.08%) HP Quality Center
Vendors
1 22 (45.83%) Oracle
2 10 (20.83%) MicroStrategy
2 10 (20.83%) Talend
3 7 (14.58%) IBM
4 5 (10.42%) Netezza
5 4 (8.33%) Cognos
6 3 (6.25%) Informatica
7 2 (4.17%) CA
7 2 (4.17%) Microsoft
7 2 (4.17%) Teradata
8 1 (2.08%) Ab Initio
8 1 (2.08%) Perforce
8 1 (2.08%) Sybase
8 1 (2.08%) Tableau
8 1 (2.08%) Trillium