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 26 September 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
26 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 43 30 42
Rank change year-on-year
-13 +12
Contract jobs citing Data Modelling 15 46 35
As % of all contract IT jobs located in Glasgow 2.55% 5.11% 4.14%
As % of the Processes & Methodologies category 3.12% 6.20% 5.07%
Number of daily rates quoted 5 32 26
Median daily rate £450 £345 £356
Median daily rate % change year-on-year
+30.43% -3.15%
90% offered a daily rate of more than £332 £300 £283
10% offered a daily rate of more than £480 £448 £451
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 1 0 0
Median hourly rate £38.00 - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
481 742 690
As % of all contract IT jobs located in Glasgow 81.80% 82.44% 81.66%
Number of daily rates quoted 245 378 335
Median daily rate £350 £350 £375
Median daily rate % change year-on-year
- -6.66%
90% offered a daily rate of more than £265 £250 £250
10% offered a daily rate of more than £450 £450 £625
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 9 12 13
Median hourly rate £38.00 £37.50 £35.00
Median hourly rate % change year-on-year
+1.33% +7.14%
90% offered a hourly rate of more than £14.00 £12.35 £14.94
10% offered a hourly rate of more than £50.00 £55.00 £50.00
UK excluding London median hourly rate £32.50 £33.64 £26.00
% change year-on-year
-3.38% +29.38%

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 26 September 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 26 September 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 24 (68.57%) Data Warehouse
2 21 (60.00%) SQL
2 21 (60.00%) Oracle
3 19 (54.29%) ETL
3 19 (54.29%) Relational Database
4 17 (48.57%) RDBMS
5 15 (42.86%) Oracle Database
6 14 (40.00%) MicroStrategy
6 14 (40.00%) Business Intelligence
7 13 (37.14%) Talend
7 13 (37.14%) Talend Open Studio
8 12 (34.29%) SQL Server
8 12 (34.29%) Oracle Reports
8 12 (34.29%) Finance
9 10 (28.57%) Agile Software Development
9 10 (28.57%) Unix
9 10 (28.57%) Kimball Methodology
9 10 (28.57%) Performance Tuning
10 8 (22.86%) Data Quality
10 8 (22.86%) PL/SQL
10 8 (22.86%) Banking
11 7 (20.00%) DB2
11 7 (20.00%) MongoDB
11 7 (20.00%) Logical Data Model
12 6 (17.14%) Data Integration
12 6 (17.14%) Security Cleared
12 6 (17.14%) Oracle Database 10g
12 6 (17.14%) IBM
12 6 (17.14%) PVCS
12 6 (17.14%) Oracle8/8i Database

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 (5.71%) PowerExchange
2 1 (2.86%) CMS
2 1 (2.86%) SAS
2 1 (2.86%) Tomcat
Applications
1 1 (2.86%) MS Excel
1 1 (2.86%) MS PowerPoint
1 1 (2.86%) MS Project
1 1 (2.86%) MS Visio
Business Applications
1 1 (2.86%) Dynamics CRM
Database & Business Intelligence
1 24 (68.57%) Data Warehouse
2 19 (54.29%) Relational Database
3 17 (48.57%) RDBMS
4 15 (42.86%) Oracle Database
5 12 (34.29%) Oracle Reports
5 12 (34.29%) SQL Server
6 7 (20.00%) DB2
6 7 (20.00%) MongoDB
7 6 (17.14%) Oracle Database 10g
7 6 (17.14%) Oracle Database 11g
7 6 (17.14%) Oracle8/8i Database
7 6 (17.14%) Oracle9i Database
8 5 (14.29%) IBM PureData
8 5 (14.29%) Oracle Exadata
8 5 (14.29%) PostgreSQL
9 4 (11.43%) SQL Server Integration Services
10 2 (5.71%) Enterprise Data Warehouse
10 2 (5.71%) MySQL
10 2 (5.71%) PowerCenter
10 2 (5.71%) Snowflake Schema
Development Applications
1 13 (37.14%) Talend Open Studio
2 6 (17.14%) PVCS
3 3 (8.57%) JUnit
4 2 (5.71%) ERwin
5 1 (2.86%) Ant
5 1 (2.86%) ClearCase
5 1 (2.86%) Hudson
5 1 (2.86%) Maven
5 1 (2.86%) Mockito
5 1 (2.86%) Subversion
5 1 (2.86%) Team Foundation Server
5 1 (2.86%) TeamCity
General
1 12 (34.29%) Finance
2 8 (22.86%) Banking
3 2 (5.71%) Front Office
3 2 (5.71%) Investment Banking
4 1 (2.86%) Manufacturing
Job Titles
1 10 (28.57%) Analyst
2 7 (20.00%) Consultant
3 6 (17.14%) Data Analyst
3 6 (17.14%) Developer
4 5 (14.29%) Business Analyst
5 4 (11.43%) Architect
5 4 (11.43%) Data Architect
5 4 (11.43%) Data Modeller
5 4 (11.43%) Data Warehouse Analyst
5 4 (11.43%) Oracle Consultant
5 4 (11.43%) Senior Consultant
5 4 (11.43%) Senior Oracle Consultant
6 3 (8.57%) Java Developer
6 3 (8.57%) SQL Analyst
6 3 (8.57%) SQL Data Analyst
7 2 (5.71%) Business Intelligence Data Analyst
7 2 (5.71%) Data Business Analyst
7 2 (5.71%) Data Warehouse Architect
7 2 (5.71%) Designer
7 2 (5.71%) ETL Designer
Libraries, Frameworks & Software Standards
1 4 (11.43%) Spring
2 2 (5.71%) Apache CXF
2 2 (5.71%) J2SE
2 2 (5.71%) JMS
2 2 (5.71%) REST
2 2 (5.71%) SOAP
2 2 (5.71%) Spring Boot
2 2 (5.71%) Web Services
3 1 (2.86%) Ajax
3 1 (2.86%) Apache Camel
3 1 (2.86%) DOM
3 1 (2.86%) FpML
3 1 (2.86%) JSON
3 1 (2.86%) WSDL
3 1 (2.86%) XML
3 1 (2.86%) XML Schema
Miscellaneous
1 6 (17.14%) Data Integration
2 3 (8.57%) Analytical Skills
3 2 (5.71%) Credit Risk
3 2 (5.71%) Equity Derivative
3 2 (5.71%) Mainframe
4 1 (2.86%) Enterprise Software
4 1 (2.86%) Management Information System
4 1 (2.86%) Minimum Viable Product
Operating Systems
1 10 (28.57%) Unix
2 2 (5.71%) Linux
Processes & Methodologies
1 19 (54.29%) ETL
2 14 (40.00%) Business Intelligence
3 10 (28.57%) Agile Software Development
3 10 (28.57%) Kimball Methodology
3 10 (28.57%) Performance Tuning
4 7 (20.00%) Logical Data Model
5 6 (17.14%) Data Analysis
6 5 (14.29%) Change Data Capture
6 5 (14.29%) Data Mapping
6 5 (14.29%) Physical Data Model
6 5 (14.29%) SDLC
7 4 (11.43%) Business Analysis
7 4 (11.43%) Mentoring
7 4 (11.43%) Unit Testing
7 4 (11.43%) Waterfall
8 3 (8.57%) Investment Management
8 3 (8.57%) Line Management
8 3 (8.57%) Migration
8 3 (8.57%) Scrum
8 3 (8.57%) Wealth Management
Programming Languages
1 21 (60.00%) SQL
2 8 (22.86%) PL/SQL
3 4 (11.43%) Java
4 1 (2.86%) T-SQL
Qualifications
1 6 (17.14%) Security Cleared
2 2 (5.71%) ISEB
3 1 (2.86%) Degree
Quality Assurance & Compliance
1 8 (22.86%) Data Quality
2 2 (5.71%) QA
3 1 (2.86%) Disclosure Scotland
System Software
1 1 (2.86%) Active Directory
Vendors
1 21 (60.00%) Oracle
2 14 (40.00%) MicroStrategy
3 13 (37.14%) Talend
4 6 (17.14%) IBM
5 5 (14.29%) Netezza
6 4 (11.43%) Sybase
7 2 (5.71%) Alteryx
7 2 (5.71%) CA
7 2 (5.71%) Informatica
7 2 (5.71%) Microsoft
7 2 (5.71%) Teradata
8 1 (2.86%) Cognos
8 1 (2.86%) Infor
8 1 (2.86%) Perforce
8 1 (2.86%) Salesforce.com
8 1 (2.86%) Tableau
8 1 (2.86%) Trillium