The table below looks at the statistics for Data Modelling 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 Modelling over the 3 months to 2 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
2 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 49 24 51
Rank change year-on-year
-25 +27
Contract jobs citing Data Modelling 20 51 17
As % of all contract IT jobs located in Glasgow 2.84% 5.80% 2.20%
As % of the Processes & Methodologies category 3.58% 7.05% 2.77%
Number of daily rates quoted 10 34 9
Median daily rate £400 £353 £350
Median daily rate % change year-on-year
+13.47% +0.71%
90% offered a daily rate of more than £299 £290 £272
10% offered a daily rate of more than £455 £443 £375
UK excluding London median daily rate £425 £423 £400
% change year-on-year
+0.59% +5.62%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
Data Modelling
Scotland

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

Processes & Methodologies Category
Glasgow
Contract IT job ads with a match in the
Processes & Methodologies category
558 723 613
As % of all contract IT jobs located in Glasgow 79.37% 82.16% 79.30%
Number of daily rates quoted 340 368 296
Median daily rate £350 £350 £350
90% offered a daily rate of more than £247 £250 £257
10% offered a daily rate of more than £465 £450 £445
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1 26 6
Median hourly rate £43.00 £36.00 £18.00
Median hourly rate % change year-on-year
+19.44% +100.00%
UK excluding London median hourly rate £28.50 £30.00 £28.91
% change year-on-year
-5.00% +3.77%

Data Modelling
Jobs Demand Trend in Glasgow

The demand trend of contract jobs across the Glasgow region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Glasgow

Data Modelling
Daily Rate Trend in Glasgow

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

Data Modelling Daily Rate Trend in Glasgow

Data Modelling
Daily Rate Histogram in Glasgow

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Glasgow region over the 3 months to 2 July 2016.

Data Modelling Daily Rate Histogram in Glasgow

Data Modelling
Hourly Rate Trend in Glasgow

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

Data Modelling Hourly Rate Trend in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 2 July 2016, IT contractor jobs citing Data Modelling 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 Modelling.

1 31 (73.81%) SQL
2 29 (69.05%) Data Warehouse
3 24 (57.14%) Business Intelligence
4 20 (47.62%) Finance
5 19 (45.24%) Oracle
6 18 (42.86%) ETL
7 16 (38.10%) Agile Software Development
8 15 (35.71%) RDBMS
8 15 (35.71%) Relational Database
9 14 (33.33%) Oracle Database
9 14 (33.33%) MicroStrategy
10 13 (30.95%) Data Quality
11 12 (28.57%) Data Architecture
12 11 (26.19%) Data Analysis
13 10 (23.81%) Security Cleared
13 10 (23.81%) Kimball Methodology
14 9 (21.43%) SQL Server
14 9 (21.43%) Unix
15 8 (19.05%) Oracle Reports
15 8 (19.05%) PL/SQL
15 8 (19.05%) Enterprise Architecture
15 8 (19.05%) Banking
16 7 (16.67%) TOGAF
16 7 (16.67%) Migration
16 7 (16.67%) Talend
16 7 (16.67%) ArchiMate
16 7 (16.67%) Waterfall
16 7 (16.67%) Talend Open Studio
17 6 (14.29%) MongoDB
17 6 (14.29%) NoSQL

Data Modelling
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 (4.76%) PowerExchange
2 1 (2.38%) CMS
2 1 (2.38%) SAS
2 1 (2.38%) Tomcat
Applications
1 6 (14.29%) MS Office
2 5 (11.90%) MS Excel
Business Applications
1 1 (2.38%) Dynamics CRM
Database & Business Intelligence
1 29 (69.05%) Data Warehouse
2 15 (35.71%) RDBMS
2 15 (35.71%) Relational Database
3 14 (33.33%) Oracle Database
4 9 (21.43%) SQL Server
5 8 (19.05%) Oracle Reports
6 6 (14.29%) MongoDB
6 6 (14.29%) NoSQL
7 5 (11.90%) DB2
8 4 (9.52%) IBM PureData
8 4 (9.52%) Oracle Exadata
8 4 (9.52%) PostgreSQL
9 3 (7.14%) Oracle Database 10g
9 3 (7.14%) Oracle Database 11g
9 3 (7.14%) Oracle8/8i Database
9 3 (7.14%) Oracle9i Database
10 2 (4.76%) Big Data
10 2 (4.76%) Hadoop
10 2 (4.76%) PowerCenter
10 2 (4.76%) Star Schema
Development Applications
1 7 (16.67%) Talend Open Studio
2 3 (7.14%) PVCS
2 3 (7.14%) Subversion
3 2 (4.76%) ERwin
3 2 (4.76%) Git (software)
3 2 (4.76%) JUnit
4 1 (2.38%) Ant
4 1 (2.38%) ClearCase
4 1 (2.38%) Hudson
4 1 (2.38%) Maven
4 1 (2.38%) Mockito
4 1 (2.38%) Moq
4 1 (2.38%) NUnit
4 1 (2.38%) TeamCity
General
1 20 (47.62%) Finance
2 8 (19.05%) Banking
3 1 (2.38%) Front Office
3 1 (2.38%) Investment Banking
3 1 (2.38%) Law
Job Titles
1 16 (38.10%) Analyst
2 11 (26.19%) Data Analyst
3 8 (19.05%) Business Analyst
4 7 (16.67%) Architect
4 7 (16.67%) Data Architect
4 7 (16.67%) Data Warehouse Analyst
5 6 (14.29%) Data Business Analyst
5 6 (14.29%) Developer
6 4 (9.52%) Consultant
6 4 (9.52%) Data Warehouse Business Analyst
6 4 (9.52%) SQL Analyst
6 4 (9.52%) SQL Data Analyst
7 3 (7.14%) Data Modeller
8 2 (4.76%) Banking Analyst
8 2 (4.76%) Business Intelligence Analyst
8 2 (4.76%) Data Warehouse Architect
8 2 (4.76%) Enterprise Architect
8 2 (4.76%) Informatica Consultant
8 2 (4.76%) Java Developer
8 2 (4.76%) Senior Analyst
Libraries, Frameworks & Software Standards
1 3 (7.14%) Spring
2 2 (4.76%) Apache CXF
2 2 (4.76%) REST
2 2 (4.76%) SOAP
2 2 (4.76%) Spring Boot
2 2 (4.76%) Web Services
3 1 (2.38%) .NET
3 1 (2.38%) .NET Framework
3 1 (2.38%) ADO.NET
3 1 (2.38%) Ajax
3 1 (2.38%) Apache Camel
3 1 (2.38%) DOM
3 1 (2.38%) FpML
3 1 (2.38%) J2SE
3 1 (2.38%) JMS
3 1 (2.38%) Task Parallel Library
3 1 (2.38%) Unity DI Container
3 1 (2.38%) WSDL
3 1 (2.38%) XML
3 1 (2.38%) XML Schema
Miscellaneous
1 4 (9.52%) Management Information System
2 3 (7.14%) Data Integration
2 3 (7.14%) Data Structures
3 2 (4.76%) Analytical Skills
3 2 (4.76%) Credit Risk
3 2 (4.76%) Freedom of Information
3 2 (4.76%) Mainframe
4 1 (2.38%) Derivative
4 1 (2.38%) Enterprise Software
4 1 (2.38%) Equities
4 1 (2.38%) Equity Derivative
4 1 (2.38%) User Experience
Operating Systems
1 9 (21.43%) Unix
2 4 (9.52%) Linux
3 3 (7.14%) Mac OS X
Processes & Methodologies
1 24 (57.14%) Business Intelligence
2 18 (42.86%) ETL
3 16 (38.10%) Agile Software Development
4 12 (28.57%) Data Architecture
5 11 (26.19%) Data Analysis
6 10 (23.81%) Kimball Methodology
7 8 (19.05%) Enterprise Architecture
8 7 (16.67%) ArchiMate
8 7 (16.67%) Migration
8 7 (16.67%) TOGAF
8 7 (16.67%) Waterfall
9 6 (14.29%) Logical Data Model
9 6 (14.29%) Scrum
9 6 (14.29%) Stakeholder Management
10 5 (11.90%) Data Mapping
10 5 (11.90%) Kanban
10 5 (11.90%) OO
10 5 (11.90%) Performance Tuning
10 5 (11.90%) TDD
10 5 (11.90%) Unit Testing
Programming Languages
1 31 (73.81%) SQL
2 8 (19.05%) PL/SQL
3 6 (14.29%) Java
4 3 (7.14%) Clojure
4 3 (7.14%) JavaScript
4 3 (7.14%) Ruby
5 1 (2.38%) C#
5 1 (2.38%) T-SQL
5 1 (2.38%) XAML
Qualifications
1 10 (23.81%) Security Cleared
2 4 (9.52%) ISEB
3 2 (4.76%) SC Cleared
4 1 (2.38%) Degree
Quality Assurance & Compliance
1 13 (30.95%) Data Quality
2 2 (4.76%) Disclosure Scotland
2 2 (4.76%) QA
System Software
1 1 (2.38%) Active Directory
Vendors
1 19 (45.24%) Oracle
2 14 (33.33%) MicroStrategy
3 7 (16.67%) Talend
4 5 (11.90%) IBM
5 4 (9.52%) Netezza
6 3 (7.14%) Cognos
6 3 (7.14%) Microsoft
6 3 (7.14%) Sybase
7 2 (4.76%) CA
7 2 (4.76%) Informatica
7 2 (4.76%) Teradata
8 1 (2.38%) DevExpress
8 1 (2.38%) Infor
8 1 (2.38%) Perforce
8 1 (2.38%) Salesforce.com
8 1 (2.38%) SAP
8 1 (2.38%) Tableau
8 1 (2.38%) Trillium
8 1 (2.38%) Twitter