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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 11 February 2016 with a comparison to the same period in 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.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 41 43 53
Rank change year-on-year
+2 +10
Contract jobs citing Data Modelling 17 24 9
As % of all contract IT jobs located in Glasgow 2.76% 3.10% 1.48%
As % of the Processes & Methodologies category 3.55% 3.82% 1.88%
Number of daily rates quoted 3 18 7
Average daily rate £338 £376 £325
Average daily rate % change year-on-year
-10.11% +15.53%
90% offered a daily rate of more than £296 £300 £305
10% offered a daily rate of more than £428 £465 £379
UK excluding London average daily rate £431 £425 £400
% change year-on-year
+1.47% +6.25%
Number of hourly rates quoted 1 0 0
Average hourly rate £49.41 - -
UK excluding London average hourly rate £43.75 £70.00 £35.50
% change year-on-year
-37.50% +97.18%
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
479 628 479
As % of all contract IT jobs located in Glasgow 77.63% 81.24% 78.78%
Number of daily rates quoted 244 382 235
Average daily rate £330 £376 £350
Average daily rate % change year-on-year
-12.11% +7.28%
90% offered a daily rate of more than £200 £280 £230
10% offered a daily rate of more than £475 £475 £450
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 6 11 8
Average hourly rate £33.36 £15.77 £15.00
Average hourly rate % change year-on-year
+111.50% +5.13%
90% offered a hourly rate of more than £16.50 £12.10 £10.93
10% offered a hourly rate of more than £49.41 £27.50 £32.50
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Data Modelling
Jobs Demand Trend in Glasgow

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Glasgow region as a proportion of the total demand within 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 11 February 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 11 February 2016, IT contractor jobs across the Glasgow region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 30 (63.83%) SQL
2 25 (53.19%) Data Warehouse
3 24 (51.06%) Finance
4 17 (36.17%) Banking
5 16 (34.04%) Data Analysis
5 16 (34.04%) Business Intelligence
6 14 (29.79%) ETL
6 14 (29.79%) Oracle
6 14 (29.79%) Agile Software Development
7 10 (21.28%) SDLC
8 9 (19.15%) PL/SQL
9 8 (17.02%) Cognos
9 8 (17.02%) Data Architecture
9 8 (17.02%) Oracle Database
10 7 (14.89%) Security Cleared
10 7 (14.89%) Star Schema
10 7 (14.89%) Enterprise Architecture
11 6 (12.77%) Investment Banking
11 6 (12.77%) Migration
11 6 (12.77%) Scrum
11 6 (12.77%) TDD
11 6 (12.77%) TOGAF
11 6 (12.77%) MicroStrategy
11 6 (12.77%) Linux
11 6 (12.77%) OOA/OOD
11 6 (12.77%) OO
11 6 (12.77%) Java
11 6 (12.77%) MS Office
11 6 (12.77%) ArchiMate
11 6 (12.77%) Data Quality

Data Modelling
Top Related IT Skills in Glasgow by Category

For the 6 months to 11 February 2016, IT contractor jobs across the Glasgow region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 2 (4.26%) Tomcat
2 1 (2.13%) Apache
2 1 (2.13%) WebSphere
Applications
1 6 (12.77%) MS Office
2 5 (10.64%) MS Excel
Business Applications
1 2 (4.26%) Cognos Business Intelligence
1 2 (4.26%) Maximo
Database & Business Intelligence
1 25 (53.19%) Data Warehouse
2 8 (17.02%) Oracle Database
3 7 (14.89%) Star Schema
4 4 (8.51%) Cognos Report Studio
4 4 (8.51%) QlikView
5 3 (6.38%) NoSQL
5 3 (6.38%) Oracle Database 11g
6 2 (4.26%) BODI
6 2 (4.26%) BusinessObjects
6 2 (4.26%) BusinessObjects XI
6 2 (4.26%) Cognos Analysis Studio
6 2 (4.26%) Data Mart
6 2 (4.26%) Data Mining
6 2 (4.26%) DataStage
6 2 (4.26%) Oracle Database 10g
6 2 (4.26%) Oracle ODI
6 2 (4.26%) SQL Server
7 1 (2.13%) DB2
7 1 (2.13%) RDBMS
7 1 (2.13%) Relational Database
Development Applications
1 3 (6.38%) Git (software)
1 3 (6.38%) JUnit
1 3 (6.38%) Maven
1 3 (6.38%) Toad
2 2 (4.26%) ClearCase
2 2 (4.26%) Cucumber
2 2 (4.26%) ERwin
2 2 (4.26%) FitNesse
2 2 (4.26%) Subversion
3 1 (2.13%) Hudson
3 1 (2.13%) Moq
3 1 (2.13%) NUnit
General
1 24 (51.06%) Finance
2 17 (36.17%) Banking
3 6 (12.77%) Investment Banking
4 2 (4.26%) Private Banking
4 2 (4.26%) Telecoms
5 1 (2.13%) Front Office
5 1 (2.13%) Law
Job Titles
1 24 (51.06%) Analyst
2 13 (27.66%) Data Analyst
2 13 (27.66%) Developer
3 8 (17.02%) Business Analyst
4 6 (12.77%) Business Data Analyst
5 5 (10.64%) Architect
5 5 (10.64%) Data Business Analyst
5 5 (10.64%) SQL Analyst
5 5 (10.64%) SQL Data Analyst
6 4 (8.51%) Data Architect
6 4 (8.51%) Systems Analyst
7 3 (6.38%) Banking Analyst
7 3 (6.38%) Business Systems Analyst
7 3 (6.38%) Java Developer
7 3 (6.38%) Oracle Developer
8 2 (4.26%) Cognos Developer
8 2 (4.26%) Enterprise Architect
8 2 (4.26%) Informatica Developer
8 2 (4.26%) Information Analyst
8 2 (4.26%) Senior Analyst
Libraries, Frameworks & Software Standards
1 3 (6.38%) Hibernate
1 3 (6.38%) J2EE
1 3 (6.38%) Spring
1 3 (6.38%) Web Services
1 3 (6.38%) XML
2 2 (4.26%) Ajax
2 2 (4.26%) Apache Flex
2 2 (4.26%) DOM
2 2 (4.26%) JDBC
2 2 (4.26%) JMS
2 2 (4.26%) JNDI
2 2 (4.26%) jQuery
2 2 (4.26%) JSON
2 2 (4.26%) Middleware
2 2 (4.26%) REST
3 1 (2.13%) Drools
3 1 (2.13%) IBM Integration Bus
3 1 (2.13%) LINQ
3 1 (2.13%) Task Parallel Library
3 1 (2.13%) Unity DI Container
Miscellaneous
1 4 (8.51%) Derivative
1 4 (8.51%) Equities
2 3 (6.38%) Analytical Skills
2 3 (6.38%) Data Structures
2 3 (6.38%) Management Information System
3 2 (4.26%) Enterprise Software
3 2 (4.26%) Freedom of Information
4 1 (2.13%) Algorithms
4 1 (2.13%) Data Integration
4 1 (2.13%) NHS
4 1 (2.13%) User Experience
Operating Systems
1 6 (12.77%) Linux
2 4 (8.51%) Unix
3 2 (4.26%) Mac OS X
Processes & Methodologies
1 16 (34.04%) Business Intelligence
1 16 (34.04%) Data Analysis
2 14 (29.79%) Agile Software Development
2 14 (29.79%) ETL
3 10 (21.28%) SDLC
4 8 (17.02%) Data Architecture
5 7 (14.89%) Enterprise Architecture
6 6 (12.77%) ArchiMate
6 6 (12.77%) Migration
6 6 (12.77%) OO
6 6 (12.77%) OOA/OOD
6 6 (12.77%) Scrum
6 6 (12.77%) TDD
6 6 (12.77%) TOGAF
7 5 (10.64%) Line Management
7 5 (10.64%) Stakeholder Management
7 5 (10.64%) Unit Testing
8 4 (8.51%) Business Analysis
8 4 (8.51%) UML
8 4 (8.51%) Wealth Management
Programming Languages
1 30 (63.83%) SQL
2 9 (19.15%) PL/SQL
3 6 (12.77%) Java
4 5 (10.64%) JavaScript
5 2 (4.26%) Clojure
5 2 (4.26%) Perl
5 2 (4.26%) Ruby
6 1 (2.13%) C#
6 1 (2.13%) C++
6 1 (2.13%) Scala
6 1 (2.13%) T-SQL
6 1 (2.13%) XAML
Qualifications
1 7 (14.89%) Security Cleared
2 2 (4.26%) Degree
2 2 (4.26%) SC Cleared
Quality Assurance & Compliance
1 6 (12.77%) Data Quality
2 1 (2.13%) QA
Systems Management
1 2 (4.26%) Control-M
2 1 (2.13%) HP Quality Center
Vendors
1 14 (29.79%) Oracle
2 8 (17.02%) Cognos
3 6 (12.77%) MicroStrategy
4 4 (8.51%) IBM
4 4 (8.51%) Informatica
5 3 (6.38%) Microsoft
6 2 (4.26%) Perforce
6 2 (4.26%) Trillium
7 1 (2.13%) DevExpress
7 1 (2.13%) HP
7 1 (2.13%) Pega
7 1 (2.13%) SAP
7 1 (2.13%) Twitter
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