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 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 40 48 41
Rank change year-on-year
+8 -7
Contract jobs citing Data Modelling 14 12 22
As % of all contract IT jobs located in Glasgow 2.58% 1.57% 2.97%
As % of the Processes & Methodologies category 3.14% 2.10% 3.66%
Number of daily rates quoted 5 7 16
Median daily rate £450 £350 £300
Median daily rate % change year-on-year
+28.57% +16.66%
90% offered a daily rate of more than £385 £317 £260
10% offered a daily rate of more than £488 £430 £450
UK excluding London median daily rate £450 £425 £428
% change year-on-year
+5.88% -0.58%
Number of hourly rates quoted 1 1 0
Median hourly rate £38.00 £49.41 -
Median hourly rate % change year-on-year
-23.09% -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
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
446 572 601
As % of all contract IT jobs located in Glasgow 82.14% 74.67% 81.11%
Number of daily rates quoted 227 334 335
Median daily rate £370 £340 £363
Median daily rate % change year-on-year
+8.82% -6.20%
90% offered a daily rate of more than £265 £195 £260
10% offered a daily rate of more than £450 £475 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 7 6 9
Median hourly rate £38.00 £29.36 £32.50
Median hourly rate % change year-on-year
+29.44% -9.67%
90% offered a hourly rate of more than £17.80 £12.42 £15.77
10% offered a hourly rate of more than £61.77 £49.41 £35.00
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

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
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 10 December 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 (66.67%) ETL
2 23 (63.89%) Data Warehouse
3 17 (47.22%) SQL
4 16 (44.44%) SQL Server
5 15 (41.67%) Oracle
5 15 (41.67%) Relational Database
6 13 (36.11%) Business Intelligence
7 12 (33.33%) Talend Open Studio
7 12 (33.33%) Talend
8 11 (30.56%) RDBMS
8 11 (30.56%) MicroStrategy
9 10 (27.78%) Logical Data Model
9 10 (27.78%) Kimball Methodology
10 9 (25.00%) Physical Data Model
10 9 (25.00%) Oracle Database
10 9 (25.00%) Finance
10 9 (25.00%) Agile Software Development
11 8 (22.22%) Data Management
11 8 (22.22%) SQL Server Integration Services
11 8 (22.22%) Oracle Reports
11 8 (22.22%) MongoDB
12 6 (16.67%) Data Quality
12 6 (16.67%) Performance Tuning
12 6 (16.67%) Unix
12 6 (16.67%) Data Integration
13 5 (13.89%) Banking
13 5 (13.89%) Business Analysis
13 5 (13.89%) Security Cleared
13 5 (13.89%) Data Architecture
13 5 (13.89%) 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 (5.56%) Apache Spark
1 2 (5.56%) Oracle SOA Suite
2 1 (2.78%) CMS
2 1 (2.78%) PowerExchange
2 1 (2.78%) SAS
2 1 (2.78%) Tomcat
Applications
1 4 (11.11%) MS Excel
2 2 (5.56%) MS PowerPoint
2 2 (5.56%) MS Project
2 2 (5.56%) MS Visio
Business Applications
1 1 (2.78%) Dynamics CRM
Cloud Services
1 3 (8.33%) Microsoft Azure
Database & Business Intelligence
1 23 (63.89%) Data Warehouse
2 16 (44.44%) SQL Server
3 15 (41.67%) Relational Database
4 11 (30.56%) RDBMS
5 9 (25.00%) Oracle Database
6 8 (22.22%) MongoDB
6 8 (22.22%) Oracle Reports
6 8 (22.22%) SQL Server Integration Services
7 5 (13.89%) DB2
7 5 (13.89%) SQL Server 2012
8 4 (11.11%) Enterprise Data Warehouse
8 4 (11.11%) IBM PureData
8 4 (11.11%) NoSQL
8 4 (11.11%) Oracle Database 10g
8 4 (11.11%) Oracle Database 11g
8 4 (11.11%) Oracle Exadata
8 4 (11.11%) Oracle8/8i Database
8 4 (11.11%) Oracle9i Database
8 4 (11.11%) PostgreSQL
8 4 (11.11%) QlikView
Development Applications
1 12 (33.33%) Talend Open Studio
2 4 (11.11%) PVCS
3 2 (5.56%) JUnit
4 1 (2.78%) Ant
4 1 (2.78%) ClearCase
4 1 (2.78%) ERwin
4 1 (2.78%) Hudson
4 1 (2.78%) Maven
4 1 (2.78%) Mockito
4 1 (2.78%) Subversion
4 1 (2.78%) Team Foundation Server
4 1 (2.78%) TeamCity
General
1 9 (25.00%) Finance
2 5 (13.89%) Banking
3 3 (8.33%) Investment Banking
4 2 (5.56%) Manufacturing
5 1 (2.78%) Front Office
5 1 (2.78%) Law
Job Titles
1 9 (25.00%) Architect
2 8 (22.22%) Consultant
3 6 (16.67%) Data Architect
3 6 (16.67%) Data Modeller
3 6 (16.67%) Developer
4 4 (11.11%) Oracle Consultant
4 4 (11.11%) Senior Consultant
4 4 (11.11%) Senior Oracle Consultant
5 3 (8.33%) Analyst
5 3 (8.33%) Business Analyst
5 3 (8.33%) Business Intelligence Architect
5 3 (8.33%) ETL Developer
5 3 (8.33%) SQL BI Architect
6 2 (5.56%) Data Business Analyst
6 2 (5.56%) Data Engineer
6 2 (5.56%) Data Warehouse Architect
6 2 (5.56%) Designer
6 2 (5.56%) MI Specialist
6 2 (5.56%) Power BI Consultant
6 2 (5.56%) Technical Specialist
Libraries, Frameworks & Software Standards
1 3 (8.33%) Spring
2 2 (5.56%) Apache CXF
2 2 (5.56%) REST
2 2 (5.56%) SOAP
2 2 (5.56%) Spring Boot
2 2 (5.56%) Web Services
3 1 (2.78%) Ajax
3 1 (2.78%) Apache Camel
3 1 (2.78%) DOM
3 1 (2.78%) J2SE
3 1 (2.78%) JMS
3 1 (2.78%) JSON
3 1 (2.78%) WSDL
Miscellaneous
1 6 (16.67%) Data Integration
2 5 (13.89%) Visualisation
3 2 (5.56%) Analytical Skills
3 2 (5.56%) Data Extraction
3 2 (5.56%) Enterprise Software
3 2 (5.56%) Management Information System
4 1 (2.78%) Equity Derivative
4 1 (2.78%) Mainframe
4 1 (2.78%) Minimum Viable Product
4 1 (2.78%) Statistics
Operating Systems
1 6 (16.67%) Unix
2 1 (2.78%) Linux
Processes & Methodologies
1 24 (66.67%) ETL
2 13 (36.11%) Business Intelligence
3 10 (27.78%) Kimball Methodology
3 10 (27.78%) Logical Data Model
4 9 (25.00%) Agile Software Development
4 9 (25.00%) Physical Data Model
5 8 (22.22%) Data Management
6 6 (16.67%) Performance Tuning
7 5 (13.89%) Business Analysis
7 5 (13.89%) Data Architecture
7 5 (13.89%) Data Visualisation
8 4 (11.11%) Change Data Capture
8 4 (11.11%) Data Analysis
8 4 (11.11%) ETL Development
9 3 (8.33%) Data Governance
9 3 (8.33%) Mentoring
9 3 (8.33%) Scrum
9 3 (8.33%) SDLC
9 3 (8.33%) SOA
9 3 (8.33%) Waterfall
Programming Languages
1 17 (47.22%) SQL
2 5 (13.89%) PL/SQL
2 5 (13.89%) T-SQL
3 3 (8.33%) Java
Qualifications
1 5 (13.89%) Security Cleared
2 1 (2.78%) ISEB
Quality Assurance & Compliance
1 6 (16.67%) Data Quality
2 1 (2.78%) Disclosure Scotland
2 1 (2.78%) QA
System Software
1 1 (2.78%) Active Directory
Vendors
1 15 (41.67%) Oracle
2 12 (33.33%) Talend
3 11 (30.56%) MicroStrategy
4 4 (11.11%) IBM
4 4 (11.11%) Netezza
5 3 (8.33%) Cognos
5 3 (8.33%) Sybase
6 2 (5.56%) Alteryx
6 2 (5.56%) Microsoft
7 1 (2.78%) CA
7 1 (2.78%) Infor
7 1 (2.78%) Informatica
7 1 (2.78%) Perforce
7 1 (2.78%) Salesforce.com
7 1 (2.78%) Tableau
7 1 (2.78%) Teradata