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 22 February 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
22 Feb 2017
Same period 2016 Same period 2015
Data Warehousing
Scotland / Glasgow
Rank 25 31 38
Rank change year-on-year
+6 +7
Contract jobs citing Data Warehouse 31 28 28
As % of all contract IT jobs located in Glasgow 5.52% 4.53% 3.54%
As % of the Database & Business Intelligence category 20.00% 22.76% 12.96%
Number of daily rates quoted 17 18 16
Median daily rate £360 £350 £383
Median daily rate % change year-on-year
+2.85% -8.49%
90% offered a daily rate of more than £290 £325 £323
10% offered a daily rate of more than £435 £408 £431
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £59.25 £39.50
% change year-on-year
-32.48% +50.00%

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
155 123 216
As % of all contract IT jobs located in Glasgow 27.58% 19.90% 27.34%
Number of daily rates quoted 77 65 133
Median daily rate £375 £350 £383
Median daily rate % change year-on-year
+7.14% -8.49%
90% offered a daily rate of more than £279 £213 £294
10% offered a daily rate of more than £488 £400 £463
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
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 £32.50 £32.50
% change year-on-year
+16.92% -

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 22 February 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 22 February 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 24 (47.06%) SQL Server
2 22 (43.14%) SQL
3 19 (37.25%) Business Intelligence
3 19 (37.25%) ETL
4 15 (29.41%) SQL Server Integration Services
5 14 (27.45%) SQL Server Reporting Services
5 14 (27.45%) Finance
5 14 (27.45%) Data Modelling
6 10 (19.61%) Oracle
6 10 (19.61%) Relational Database
7 8 (15.69%) Law
7 8 (15.69%) SQL Server Analysis Services
8 7 (13.73%) Data Management
8 7 (13.73%) PL/SQL
8 7 (13.73%) Logical Data Model
8 7 (13.73%) Data Integration
9 6 (11.76%) ASP.NET MVC
9 6 (11.76%) Physical Data Model
9 6 (11.76%) Oracle Database
9 6 (11.76%) SQL Server 2014
9 6 (11.76%) ASP.NET
9 6 (11.76%) C#
9 6 (11.76%) .NET
9 6 (11.76%) Microsoft
9 6 (11.76%) MVC
9 6 (11.76%) Banking
9 6 (11.76%) Business Analysis
10 5 (9.80%) Software Testing
10 5 (9.80%) User Acceptance Testing
10 5 (9.80%) Back Office

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 4 (7.84%) JBoss
1 4 (7.84%) Oracle Application Server
2 1 (1.96%) SAS
Applications
1 5 (9.80%) MS Excel
Cloud Services
1 4 (7.84%) Microsoft Azure
Communications & Networking
1 1 (1.96%) LAN
1 1 (1.96%) Wi-Fi
Database & Business Intelligence
1 24 (47.06%) SQL Server
2 15 (29.41%) SQL Server Integration Services
3 14 (27.45%) SQL Server Reporting Services
4 10 (19.61%) Relational Database
5 8 (15.69%) SQL Server Analysis Services
6 6 (11.76%) Oracle Database
6 6 (11.76%) SQL Server 2014
7 5 (9.80%) RDBMS
7 5 (9.80%) SQL Server 2012
8 4 (7.84%) Oracle Database 12c
8 4 (7.84%) SQL Server 2016
9 3 (5.88%) Enterprise Data Warehouse
10 2 (3.92%) BusinessObjects
10 2 (3.92%) Ingres
10 2 (3.92%) Microsoft Analysis Services
10 2 (3.92%) MySQL
10 2 (3.92%) Oracle Database 10g
10 2 (3.92%) Power BI
10 2 (3.92%) QlikView
10 2 (3.92%) Snowflake Schema
Development Applications
1 4 (7.84%) Talend Open Studio
2 2 (3.92%) Visual Studio
3 1 (1.96%) Bitbucket
3 1 (1.96%) Git (software)
3 1 (1.96%) PVCS
General
1 14 (27.45%) Finance
2 8 (15.69%) Law
3 6 (11.76%) Banking
4 5 (9.80%) Back Office
5 2 (3.92%) Investment Banking
6 1 (1.96%) Front Office
6 1 (1.96%) Legal
6 1 (1.96%) Marketing
Job Titles
1 19 (37.25%) Developer
2 7 (13.73%) Analyst
3 6 (11.76%) ETL Developer
3 6 (11.76%) SQL Developer
4 5 (9.80%) .NET Developer
5 4 (7.84%) Business Analyst
6 3 (5.88%) Consultant
6 3 (5.88%) Data Business Analyst
6 3 (5.88%) Data Modeller
6 3 (5.88%) Data Warehouse Developer
6 3 (5.88%) Designer
6 3 (5.88%) Project Manager
6 3 (5.88%) Solutions Designer
6 3 (5.88%) SQL Server Developer
6 3 (5.88%) Team Leader
6 3 (5.88%) Technical Analyst
6 3 (5.88%) Technical Business Analyst
7 2 (3.92%) MI Specialist
7 2 (3.92%) SSIS Developer
7 2 (3.92%) SSRS Developer
Libraries, Frameworks & Software Standards
1 6 (11.76%) .NET
1 6 (11.76%) ASP.NET
1 6 (11.76%) ASP.NET MVC
2 4 (7.84%) ASP.NET Web API
2 4 (7.84%) OC4J
2 4 (7.84%) WinForms
3 3 (5.88%) MDX
4 1 (1.96%) Apache Cordova
4 1 (1.96%) CSS
4 1 (1.96%) CSS3
4 1 (1.96%) HTML
4 1 (1.96%) HTML5
4 1 (1.96%) PhoneGap
4 1 (1.96%) PostGIS
4 1 (1.96%) Web Services
4 1 (1.96%) XML
Miscellaneous
1 4 (7.84%) Analytical Skills
1 4 (7.84%) Credit Risk
1 4 (7.84%) Management Information System
2 3 (5.88%) Enterprise Software
3 2 (3.92%) Data Centre
4 1 (1.96%) Hedge funds
4 1 (1.96%) Mobile App
Operating Systems
1 5 (9.80%) Unix
2 4 (7.84%) AIX
2 4 (7.84%) Linux
2 4 (7.84%) Tru64
Processes & Methodologies
1 19 (37.25%) Business Intelligence
1 19 (37.25%) ETL
2 14 (27.45%) Data Modelling
3 7 (13.73%) Data Integration
3 7 (13.73%) Data Management
3 7 (13.73%) Logical Data Model
4 6 (11.76%) Business Analysis
4 6 (11.76%) MVC
4 6 (11.76%) Physical Data Model
5 5 (9.80%) ETL Development
5 5 (9.80%) Kimball Methodology
5 5 (9.80%) Software Testing
5 5 (9.80%) User Acceptance Testing
6 4 (7.84%) Agile Software Development
6 4 (7.84%) Change Management
6 4 (7.84%) Master Data Management
6 4 (7.84%) Unit Testing
7 3 (5.88%) Data Security
7 3 (5.88%) Risk Management
7 3 (5.88%) SOA
Programming Languages
1 22 (43.14%) SQL
2 7 (13.73%) PL/SQL
3 6 (11.76%) C#
4 4 (7.84%) T-SQL
5 1 (1.96%) JavaScript
5 1 (1.96%) Python
5 1 (1.96%) VB.NET
5 1 (1.96%) VBA
Qualifications
1 1 (1.96%) Degree
1 1 (1.96%) Postgraduate
1 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 3 (5.88%) Disclosure Scotland
1 3 (5.88%) QA
2 2 (3.92%) Data Quality
3 1 (1.96%) Basel II
3 1 (1.96%) Basel III
3 1 (1.96%) BS7666
System Software
1 4 (7.84%) Oracle RAC
Systems Management
1 4 (7.84%) Enterprise Manager Cloud Control
1 4 (7.84%) Oracle RMAN
Vendors
1 10 (19.61%) Oracle
2 6 (11.76%) Microsoft
3 5 (9.80%) MicroStrategy
4 4 (7.84%) Cognos
4 4 (7.84%) Talend
5 3 (5.88%) SAP
6 2 (3.92%) Alteryx
6 2 (3.92%) IBM
7 1 (1.96%) Perforce