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 19 September 2014 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
19 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 39 44 30
Rank change year-on-year
+5 -14
Contract jobs citing Data Modelling 34 16 33
As % of all contract IT jobs located in Glasgow 3.99% 2.45% 3.99%
As % of the Processes & Methodologies category 5.02% 3.49% 5.48%
Number of daily rates quoted 26 7 16
Average daily rate
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£356 £275 £350
Average daily rate % change year-on-year
+29.54% -21.42%
90% offered a daily rate of more than £283 £275 £295
10% offered a daily rate of more than £451 £368 £414
UK excluding London average daily rate £413 £394 £400
% change year-on-year
+4.76% -1.56%
Number of hourly rates quoted 0 0 3
Average hourly rate - - £9.50
UK excluding London average hourly rate £30.00 £37.80 £36.00
% change year-on-year
-20.63% +5.00%
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
677 459 602
As % of all contract IT jobs located in Glasgow 79.37% 70.18% 72.71%
Number of daily rates quoted 324 252 308
Average daily rate £375 £350 £325
Average daily rate % change year-on-year
+7.14% +7.69%
90% offered a daily rate of more than £250 £225 £230
10% offered a daily rate of more than £625 £500 £425
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 13 9 10
Average hourly rate £35.00 £12.50 £9.50
Average hourly rate % change year-on-year
+180.00% +31.57%
UK excluding London average hourly rate £26.25 £30.00 £30.00
% change year-on-year
-12.50% -

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 19 September 2014.

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 19 September 2014, 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 31 (58.49%) SQL
2 29 (54.72%) Finance
3 26 (49.06%) SQL Server
4 25 (47.17%) Oracle
5 24 (45.28%) PL/SQL
6 22 (41.51%) Banking
7 20 (37.74%) SQL Server Integration Services
7 20 (37.74%) Java
7 20 (37.74%) Performance Tuning
7 20 (37.74%) Analytical Skills
8 19 (35.85%) Relational Database
9 18 (33.96%) XML
10 17 (32.08%) Sybase
10 17 (32.08%) Technical Analysis
11 16 (30.19%) Web Services
11 16 (30.19%) RDBMS
12 15 (28.30%) SQL Server Reporting Services
13 14 (26.42%) Kalman Filter
14 13 (24.53%) Data Warehouse
14 13 (24.53%) UNIX
15 12 (22.64%) Hibernate
15 12 (22.64%) Wealth Management
15 12 (22.64%) SQL Server 2008
16 11 (20.75%) Migration
16 11 (20.75%) XSL
16 11 (20.75%) EJB
16 11 (20.75%) CSS
16 11 (20.75%) JSP
16 11 (20.75%) Servlets
16 11 (20.75%) DHTML

Data Modelling
Top Related IT Skills in Glasgow by Category

For the 6 months to 19 September 2014, 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 3 (5.66%) WebSphere
1 3 (5.66%) WebSphere Application Server
2 2 (3.77%) Tomcat
3 1 (1.89%) Mule
3 1 (1.89%) Apache
3 1 (1.89%) SAS
Applications
1 1 (1.89%) MS Excel
Database & Business Intelligence
1 26 (49.06%) SQL Server
2 20 (37.74%) SQL Server Integration Services
3 19 (35.85%) Relational Database
4 16 (30.19%) RDBMS
5 15 (28.30%) SQL Server Reporting Services
6 13 (24.53%) Data Warehouse
7 12 (22.64%) SQL Server 2008
8 3 (5.66%) Oracle Reports
9 2 (3.77%) PowerCenter
9 2 (3.77%) Star Schema
10 1 (1.89%) Oracle Database 12c
10 1 (1.89%) Oracle Database
10 1 (1.89%) SQL Server 2012
10 1 (1.89%) QlikView
10 1 (1.89%) Oracle Database 11g
Development Applications
1 3 (5.66%) PVCS
1 3 (5.66%) Oracle Forms
1 3 (5.66%) Toad
2 1 (1.89%) JUnit
General
1 29 (54.72%) Finance
2 22 (41.51%) Banking
3 1 (1.89%) Investment Banking
3 1 (1.89%) Front Office
Job Titles
1 33 (62.26%) Developer
2 24 (45.28%) SQL Developer
3 12 (22.64%) SQL Server Developer
4 11 (20.75%) Analyst
5 5 (9.43%) Data Analyst
5 5 (9.43%) Architect
5 5 (9.43%) Business Analyst
5 5 (9.43%) Senior Developer
6 4 (7.55%) Oracle Developer
6 4 (7.55%) Senior SQL Developer
7 3 (5.66%) ETL Developer
7 3 (5.66%) Database Developer
7 3 (5.66%) PL/SQL Developer
7 3 (5.66%) Applications Support
8 2 (3.77%) Support Analyst
8 2 (3.77%) Java Developer
8 2 (3.77%) Applications Support Analyst
8 2 (3.77%) Informatica Developer
8 2 (3.77%) Informatica ETL Developer
8 2 (3.77%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 18 (33.96%) XML
2 16 (30.19%) Web Services
3 12 (22.64%) Hibernate
4 11 (20.75%) XSL
4 11 (20.75%) EJB
4 11 (20.75%) CSS
4 11 (20.75%) JSP
4 11 (20.75%) Servlets
4 11 (20.75%) DHTML
4 11 (20.75%) HTML
5 3 (5.66%) JMS
6 2 (3.77%) XML Schema
6 2 (3.77%) SOAP
6 2 (3.77%) .NET
7 1 (1.89%) AngularJS
7 1 (1.89%) Java SE
7 1 (1.89%) Java EE
7 1 (1.89%) OSGi
7 1 (1.89%) REST
7 1 (1.89%) Apache CXF
Miscellaneous
1 20 (37.74%) Analytical Skills
2 1 (1.89%) Enterprise Software
2 1 (1.89%) User Experience
2 1 (1.89%) Taxonomies
2 1 (1.89%) Ontologies
2 1 (1.89%) Reference Data
2 1 (1.89%) Data Integration
2 1 (1.89%) N-Tier
Operating Systems
1 13 (24.53%) UNIX
2 3 (5.66%) Linux
Processes & Methodologies
1 20 (37.74%) Performance Tuning
2 17 (32.08%) Technical Analysis
3 14 (26.42%) Kalman Filter
4 12 (22.64%) Wealth Management
5 11 (20.75%) Migration
5 11 (20.75%) ETL
6 6 (11.32%) Data Analysis
7 5 (9.43%) Stakeholder Management
8 4 (7.55%) Risk Management
8 4 (7.55%) Agile Software Development
8 4 (7.55%) Business Analysis
9 3 (5.66%) Data Migration
9 3 (5.66%) Project Management
9 3 (5.66%) ITIL
9 3 (5.66%) GAP Analysis
9 3 (5.66%) Business Intelligence
10 2 (3.77%) SOA
10 2 (3.77%) UML
10 2 (3.77%) OOA/OOD
10 2 (3.77%) OO
Programming Languages
1 31 (58.49%) SQL
2 24 (45.28%) PL/SQL
3 20 (37.74%) Java
4 11 (20.75%) VBA
5 4 (7.55%) Shell Script
5 4 (7.55%) JavaScript
5 4 (7.55%) Perl
6 1 (1.89%) C#
Qualifications
1 2 (3.77%) ISEB
Quality Assurance & Compliance
1 2 (3.77%) Data Quality
2 1 (1.89%) QA
Vendors
1 25 (47.17%) Oracle
2 17 (32.08%) Sybase
3 5 (9.43%) Informatica
4 3 (5.66%) TIBCO
5 2 (3.77%) IBM
5 2 (3.77%) Ab Initio
6 1 (1.89%) Business Objects
6 1 (1.89%) Microsoft