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 7 December 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
7 Dec 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 34 23 38
Rank change year-on-year
-11 +15
Contract jobs citing Data Warehouse 23 37 26
As % of all contract IT jobs located in Glasgow 4.27% 4.70% 3.58%
As % of the Database & Business Intelligence category 16.08% 20.90% 12.38%
Number of daily rates quoted 11 29 10
Median daily rate £400 £350 £305
Median daily rate % change year-on-year
+14.28% +14.75%
90% offered a daily rate of more than £275 £262 £269
10% offered a daily rate of more than £450 £500 £331
UK excluding London median daily rate £400 £400 £380
% change year-on-year
- +5.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.88 £25.44 £38.25
% change year-on-year
+56.74% -33.49%
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
143 177 210
As % of all contract IT jobs located in Glasgow 26.53% 22.46% 28.89%
Number of daily rates quoted 75 111 120
Median daily rate £400 £338 £350
Median daily rate % change year-on-year
+18.51% -3.57%
90% offered a daily rate of more than £290 £195 £270
10% offered a daily rate of more than £451 £496 £675
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 0 1 0
Median hourly rate - £49.41 -
UK excluding London median hourly rate £38.00 £25.44 £33.00
% change year-on-year
+49.37% -22.90%

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 7 December 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 7 December 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 25 (50.00%) SQL
2 24 (48.00%) ETL
3 22 (44.00%) Data Modelling
3 22 (44.00%) SQL Server
4 20 (40.00%) Business Intelligence
5 17 (34.00%) Oracle
5 17 (34.00%) Finance
5 17 (34.00%) Relational Database
6 16 (32.00%) SQL Server Integration Services
7 14 (28.00%) Oracle Database
8 13 (26.00%) RDBMS
9 11 (22.00%) MicroStrategy
9 11 (22.00%) SQL Server Reporting Services
9 11 (22.00%) Kimball Methodology
10 10 (20.00%) Talend
10 10 (20.00%) Talend Open Studio
11 9 (18.00%) Data Integration
12 8 (16.00%) Logical Data Model
12 8 (16.00%) Agile Software Development
12 8 (16.00%) Oracle Reports
12 8 (16.00%) Unix
13 7 (14.00%) T-SQL
13 7 (14.00%) PL/SQL
13 7 (14.00%) Physical Data Model
14 6 (12.00%) Performance Tuning
14 6 (12.00%) Banking
14 6 (12.00%) Law
15 5 (10.00%) Scrum
15 5 (10.00%) User Acceptance Testing
15 5 (10.00%) Oracle Database 10g

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 (6.00%) JBoss
1 3 (6.00%) Oracle Application Server
2 1 (2.00%) Oracle SOA Suite
2 1 (2.00%) PowerExchange
2 1 (2.00%) SAS
Applications
1 1 (2.00%) MS Excel
Cloud Services
1 2 (4.00%) Microsoft Azure
Communications & Networking
1 1 (2.00%) LAN
1 1 (2.00%) Wi-Fi
Database & Business Intelligence
1 22 (44.00%) SQL Server
2 17 (34.00%) Relational Database
3 16 (32.00%) SQL Server Integration Services
4 14 (28.00%) Oracle Database
5 13 (26.00%) RDBMS
6 11 (22.00%) SQL Server Reporting Services
7 8 (16.00%) Oracle Reports
8 5 (10.00%) MongoDB
8 5 (10.00%) Oracle Database 10g
8 5 (10.00%) SQL Server Analysis Services
9 4 (8.00%) DB2
9 4 (8.00%) Enterprise Data Warehouse
9 4 (8.00%) IBM PureData
9 4 (8.00%) Oracle Database 11g
9 4 (8.00%) Oracle Exadata
9 4 (8.00%) Oracle8/8i Database
9 4 (8.00%) Oracle9i Database
9 4 (8.00%) PostgreSQL
9 4 (8.00%) SQL Server 2014
10 3 (6.00%) Oracle Database 12c
Development Applications
1 10 (20.00%) Talend Open Studio
2 4 (8.00%) PVCS
3 2 (4.00%) Visual Studio
4 1 (2.00%) ERwin
General
1 17 (34.00%) Finance
2 6 (12.00%) Banking
2 6 (12.00%) Law
3 2 (4.00%) Retail
4 1 (2.00%) Billing
4 1 (2.00%) Front Office
4 1 (2.00%) Legal
4 1 (2.00%) Marketing
4 1 (2.00%) Retail Banking
Job Titles
1 12 (24.00%) Developer
2 6 (12.00%) Analyst
2 6 (12.00%) Consultant
3 5 (10.00%) Architect
3 5 (10.00%) Data Modeller
3 5 (10.00%) Project Manager
3 5 (10.00%) Scrum Master
3 5 (10.00%) SQL Developer
4 4 (8.00%) ETL Developer
4 4 (8.00%) Oracle Consultant
4 4 (8.00%) ScrumMaster Project Manager
4 4 (8.00%) Senior Consultant
4 4 (8.00%) Senior Oracle Consultant
5 3 (6.00%) Business Analyst
5 3 (6.00%) Data Architect
5 3 (6.00%) Data Business Analyst
5 3 (6.00%) Data Warehouse Developer
5 3 (6.00%) SSIS Developer
6 2 (4.00%) Microsoft BI Developer
6 2 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (6.00%) MDX
1 3 (6.00%) OC4J
2 1 (2.00%) Apache CXF
2 1 (2.00%) FpML
2 1 (2.00%) PostGIS
2 1 (2.00%) REST
2 1 (2.00%) SOAP
2 1 (2.00%) Spring
2 1 (2.00%) Spring Boot
2 1 (2.00%) Web Services
2 1 (2.00%) XML
2 1 (2.00%) XML Schema
Miscellaneous
1 9 (18.00%) Data Integration
2 4 (8.00%) Analytical Skills
3 3 (6.00%) Management Information System
4 2 (4.00%) Data Centre
4 2 (4.00%) Data Extraction
4 2 (4.00%) Statistics
5 1 (2.00%) Credit Risk
5 1 (2.00%) Enterprise Software
5 1 (2.00%) Mainframe
5 1 (2.00%) Ontologies
5 1 (2.00%) Remote Sensing
5 1 (2.00%) Visualisation
Operating Systems
1 8 (16.00%) Unix
2 3 (6.00%) AIX
2 3 (6.00%) Linux
2 3 (6.00%) Tru64
Processes & Methodologies
1 24 (48.00%) ETL
2 22 (44.00%) Data Modelling
3 20 (40.00%) Business Intelligence
4 11 (22.00%) Kimball Methodology
5 8 (16.00%) Agile Software Development
5 8 (16.00%) Logical Data Model
6 7 (14.00%) Physical Data Model
7 6 (12.00%) Performance Tuning
8 5 (10.00%) ETL Development
8 5 (10.00%) Scrum
8 5 (10.00%) User Acceptance Testing
9 4 (8.00%) Change Data Capture
9 4 (8.00%) Data Architecture
9 4 (8.00%) Investment Management
9 4 (8.00%) Unit Testing
10 3 (6.00%) Business Analysis
10 3 (6.00%) Data Analysis
10 3 (6.00%) Mentoring
10 3 (6.00%) SDLC
10 3 (6.00%) Software Testing
Programming Languages
1 25 (50.00%) SQL
2 7 (14.00%) PL/SQL
2 7 (14.00%) T-SQL
3 1 (2.00%) Java
3 1 (2.00%) Python
Qualifications
1 5 (10.00%) Security Cleared
2 1 (2.00%) Degree
2 1 (2.00%) ISEB
2 1 (2.00%) Postgraduate
Quality Assurance & Compliance
1 5 (10.00%) Data Quality
2 3 (6.00%) Disclosure Scotland
2 3 (6.00%) QA
3 1 (2.00%) BS7666
System Software
1 3 (6.00%) Oracle RAC
Systems Management
1 3 (6.00%) Enterprise Manager Cloud Control
1 3 (6.00%) Oracle RMAN
Vendors
1 17 (34.00%) Oracle
2 11 (22.00%) MicroStrategy
3 10 (20.00%) Talend
4 5 (10.00%) Cognos
4 5 (10.00%) IBM
5 4 (8.00%) Microsoft
5 4 (8.00%) Netezza
6 2 (4.00%) Alteryx
6 2 (4.00%) SAP
7 1 (2.00%) CA
7 1 (2.00%) Capita
7 1 (2.00%) Informatica
7 1 (2.00%) Sybase
7 1 (2.00%) Teradata
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