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 28 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
28 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 44 27 53
Rank change year-on-year
-17 +26
Contract jobs citing Data Modelling 20 44 18
As % of all contract IT jobs located in Glasgow 3.14% 5.06% 2.18%
As % of the Processes & Methodologies category 3.93% 6.09% 2.67%
Number of daily rates quoted 11 28 13
Median daily rate £400 £339 £325
Median daily rate % change year-on-year
+18.08% +4.23%
90% offered a daily rate of more than £300 £286 £277
10% offered a daily rate of more than £450 £415 £435
UK excluding London median daily rate £423 £425 £413
% change year-on-year
-0.58% +3.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
509 722 675
As % of all contract IT jobs located in Glasgow 79.91% 82.99% 81.92%
Number of daily rates quoted 315 353 305
Median daily rate £350 £350 £350
90% offered a daily rate of more than £247 £260 £240
10% offered a daily rate of more than £450 £450 £445
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 4 23 8
Median hourly rate £15.25 £39.00 £18.00
Median hourly rate % change year-on-year
-60.89% +116.66%
90% offered a hourly rate of more than £14.00 £12.35 £13.10
10% offered a hourly rate of more than £43.00 £55.00 £30.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 28 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 28 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 28 (70.00%) Data Warehouse
2 27 (67.50%) SQL
3 21 (52.50%) Oracle
4 20 (50.00%) Business Intelligence
5 19 (47.50%) ETL
6 18 (45.00%) RDBMS
6 18 (45.00%) Relational Database
7 17 (42.50%) Oracle Database
8 15 (37.50%) Finance
8 15 (37.50%) Agile Software Development
9 13 (32.50%) MicroStrategy
10 11 (27.50%) Oracle Reports
10 11 (27.50%) Unix
10 11 (27.50%) Kimball Methodology
10 11 (27.50%) Data Quality
11 10 (25.00%) Talend Open Studio
11 10 (25.00%) Talend
11 10 (25.00%) SQL Server
12 9 (22.50%) Data Analysis
12 9 (22.50%) Data Architecture
13 8 (20.00%) Security Cleared
13 8 (20.00%) Banking
14 7 (17.50%) Migration
14 7 (17.50%) PL/SQL
14 7 (17.50%) Performance Tuning
14 7 (17.50%) Logical Data Model
14 7 (17.50%) MongoDB
14 7 (17.50%) Waterfall
15 6 (15.00%) Java
15 6 (15.00%) DB2

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 (5.00%) PowerExchange
2 1 (2.50%) CMS
2 1 (2.50%) SAS
2 1 (2.50%) Tomcat
Applications
1 2 (5.00%) MS Excel
1 2 (5.00%) MS Office
Business Applications
1 1 (2.50%) Dynamics CRM
Database & Business Intelligence
1 28 (70.00%) Data Warehouse
2 18 (45.00%) RDBMS
2 18 (45.00%) Relational Database
3 17 (42.50%) Oracle Database
4 11 (27.50%) Oracle Reports
5 10 (25.00%) SQL Server
6 7 (17.50%) MongoDB
7 6 (15.00%) DB2
8 5 (12.50%) IBM PureData
8 5 (12.50%) NoSQL
8 5 (12.50%) Oracle Database 10g
8 5 (12.50%) Oracle Database 11g
8 5 (12.50%) Oracle Exadata
8 5 (12.50%) Oracle8/8i Database
8 5 (12.50%) Oracle9i Database
8 5 (12.50%) PostgreSQL
9 2 (5.00%) Big Data
9 2 (5.00%) Data Lake
9 2 (5.00%) Enterprise Data Warehouse
9 2 (5.00%) Hadoop
Development Applications
1 10 (25.00%) Talend Open Studio
2 5 (12.50%) PVCS
3 3 (7.50%) Subversion
4 2 (5.00%) ERwin
4 2 (5.00%) Git (software)
4 2 (5.00%) JUnit
5 1 (2.50%) Ant
5 1 (2.50%) ClearCase
5 1 (2.50%) Hudson
5 1 (2.50%) Maven
5 1 (2.50%) Mockito
5 1 (2.50%) Moq
5 1 (2.50%) NUnit
5 1 (2.50%) TeamCity
General
1 15 (37.50%) Finance
2 8 (20.00%) Banking
3 1 (2.50%) Front Office
3 1 (2.50%) Investment Banking
3 1 (2.50%) Law
Job Titles
1 15 (37.50%) Analyst
2 11 (27.50%) Data Analyst
3 9 (22.50%) Business Analyst
4 7 (17.50%) Data Warehouse Analyst
5 6 (15.00%) Consultant
5 6 (15.00%) Data Business Analyst
6 5 (12.50%) Architect
6 5 (12.50%) Data Architect
6 5 (12.50%) Developer
7 4 (10.00%) Data Modeller
7 4 (10.00%) Data Warehouse Business Analyst
7 4 (10.00%) SQL Analyst
7 4 (10.00%) SQL Data Analyst
8 3 (7.50%) Oracle Consultant
8 3 (7.50%) Senior Consultant
8 3 (7.50%) Senior Oracle Consultant
9 2 (5.00%) Banking Analyst
9 2 (5.00%) Business Intelligence Analyst
9 2 (5.00%) Data Warehouse Architect
9 2 (5.00%) Informatica Consultant
Libraries, Frameworks & Software Standards
1 3 (7.50%) Spring
2 2 (5.00%) Apache CXF
2 2 (5.00%) REST
2 2 (5.00%) SOAP
2 2 (5.00%) Spring Boot
2 2 (5.00%) Web Services
3 1 (2.50%) .NET
3 1 (2.50%) ADO.NET
3 1 (2.50%) Ajax
3 1 (2.50%) Apache Camel
3 1 (2.50%) DOM
3 1 (2.50%) FpML
3 1 (2.50%) J2SE
3 1 (2.50%) JMS
3 1 (2.50%) JSON
3 1 (2.50%) Task Parallel Library
3 1 (2.50%) Unity DI Container
3 1 (2.50%) WSDL
3 1 (2.50%) XML
3 1 (2.50%) XML Schema
Miscellaneous
1 4 (10.00%) Data Integration
2 3 (7.50%) Data Structures
3 2 (5.00%) Analytical Skills
3 2 (5.00%) Credit Risk
3 2 (5.00%) Mainframe
3 2 (5.00%) Management Information System
4 1 (2.50%) Derivative
4 1 (2.50%) Enterprise Software
4 1 (2.50%) Equities
4 1 (2.50%) Equity Derivative
4 1 (2.50%) User Experience
Operating Systems
1 11 (27.50%) Unix
2 4 (10.00%) Linux
3 3 (7.50%) Mac OS X
Processes & Methodologies
1 20 (50.00%) Business Intelligence
2 19 (47.50%) ETL
3 15 (37.50%) Agile Software Development
4 11 (27.50%) Kimball Methodology
5 9 (22.50%) Data Analysis
5 9 (22.50%) Data Architecture
6 7 (17.50%) Logical Data Model
6 7 (17.50%) Migration
6 7 (17.50%) Performance Tuning
6 7 (17.50%) Waterfall
7 6 (15.00%) Scrum
7 6 (15.00%) Stakeholder Management
8 5 (12.50%) ArchiMate
8 5 (12.50%) Change Data Capture
8 5 (12.50%) Data Mapping
8 5 (12.50%) Enterprise Architecture
8 5 (12.50%) Physical Data Model
8 5 (12.50%) TOGAF
8 5 (12.50%) Unit Testing
9 4 (10.00%) Kanban
Programming Languages
1 27 (67.50%) SQL
2 7 (17.50%) PL/SQL
3 6 (15.00%) Java
4 3 (7.50%) Clojure
4 3 (7.50%) JavaScript
4 3 (7.50%) Ruby
5 1 (2.50%) C#
5 1 (2.50%) T-SQL
5 1 (2.50%) XAML
Qualifications
1 8 (20.00%) Security Cleared
2 5 (12.50%) ISEB
3 1 (2.50%) Degree
3 1 (2.50%) SC Cleared
Quality Assurance & Compliance
1 11 (27.50%) Data Quality
2 2 (5.00%) Disclosure Scotland
2 2 (5.00%) QA
System Software
1 1 (2.50%) Active Directory
Vendors
1 21 (52.50%) Oracle
2 13 (32.50%) MicroStrategy
3 10 (25.00%) Talend
4 6 (15.00%) IBM
5 5 (12.50%) Netezza
6 3 (7.50%) Sybase
7 2 (5.00%) CA
7 2 (5.00%) Cognos
7 2 (5.00%) Informatica
7 2 (5.00%) Teradata
8 1 (2.50%) DevExpress
8 1 (2.50%) Infor
8 1 (2.50%) Microsoft
8 1 (2.50%) Perforce
8 1 (2.50%) Salesforce.com
8 1 (2.50%) SAP
8 1 (2.50%) Tableau
8 1 (2.50%) Trillium