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 19 January 2017 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
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Scotland / Glasgow
Rank 33 50 38
Rank change year-on-year
+17 -12
Contract jobs citing Data Modelling 16 8 25
As % of all contract IT jobs located in Glasgow 3.25% 1.17% 3.38%
As % of the Processes & Methodologies category 3.82% 1.54% 4.15%
Number of daily rates quoted 6 2 19
Median daily rate £388 £311 £348
Median daily rate % change year-on-year
+24.49% -10.43%
90% offered a daily rate of more than £313 £290 £285
10% offered a daily rate of more than £488 £332 £464
UK excluding London median daily rate £450 £430 £440
% change year-on-year
+4.65% -2.27%
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 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
419 521 602
As % of all contract IT jobs located in Glasgow 84.99% 76.51% 81.35%
Number of daily rates quoted 216 294 352
Median daily rate £350 £338 £375
Median daily rate % change year-on-year
+3.70% -10.00%
90% offered a daily rate of more than £249 £210 £270
10% offered a daily rate of more than £500 £475 £463
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 8 4 8
Median hourly rate £37.50 £33.71 £17.50
Median hourly rate % change year-on-year
+11.24% +92.62%
90% offered a hourly rate of more than £17.32 £16.50 £15.26
10% offered a hourly rate of more than £61.77 £49.41 £25.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 19 January 2017.

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 January 2017, 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 19 (65.52%) ETL
2 16 (55.17%) Data Warehouse
3 14 (48.28%) SQL
4 10 (34.48%) Business Intelligence
4 10 (34.48%) Relational Database
5 9 (31.03%) Data Management
5 9 (31.03%) SQL Server
6 8 (27.59%) Agile Software Development
6 8 (27.59%) SQL Server Integration Services
6 8 (27.59%) Logical Data Model
7 7 (24.14%) Physical Data Model
7 7 (24.14%) Talend
7 7 (24.14%) Talend Open Studio
7 7 (24.14%) Oracle
7 7 (24.14%) Finance
8 6 (20.69%) MicroStrategy
8 6 (20.69%) Performance Tuning
9 5 (17.24%) RDBMS
9 5 (17.24%) T-SQL
9 5 (17.24%) PL/SQL
9 5 (17.24%) Unix
9 5 (17.24%) Data Visualisation
9 5 (17.24%) Visualisation
9 5 (17.24%) SQL Server 2012
9 5 (17.24%) Banking
9 5 (17.24%) Data Analysis
9 5 (17.24%) Business Analysis
10 4 (13.79%) QlikView
10 4 (13.79%) User Acceptance Testing
10 4 (13.79%) Kimball Methodology

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 (6.90%) Apache Spark
2 1 (3.45%) SAS
Applications
1 4 (13.79%) MS Excel
2 2 (6.90%) MS PowerPoint
2 2 (6.90%) MS Project
2 2 (6.90%) MS Visio
Cloud Services
1 3 (10.34%) Microsoft Azure
Database & Business Intelligence
1 16 (55.17%) Data Warehouse
2 10 (34.48%) Relational Database
3 9 (31.03%) SQL Server
4 8 (27.59%) SQL Server Integration Services
5 5 (17.24%) RDBMS
5 5 (17.24%) SQL Server 2012
6 4 (13.79%) Oracle Database
6 4 (13.79%) QlikView
7 3 (10.34%) Azure SQL Database
7 3 (10.34%) BusinessObjects
7 3 (10.34%) Enterprise Data Warehouse
7 3 (10.34%) Oracle Database 10g
7 3 (10.34%) Oracle Database 11g
7 3 (10.34%) Oracle Reports
7 3 (10.34%) Oracle8/8i Database
7 3 (10.34%) Oracle9i Database
7 3 (10.34%) Power BI
7 3 (10.34%) SQL Server Analysis Services
8 2 (6.90%) MySQL
8 2 (6.90%) Snowflake Schema
Development Applications
1 7 (24.14%) Talend Open Studio
2 3 (10.34%) PVCS
3 1 (3.45%) JUnit
3 1 (3.45%) Team Foundation Server
General
1 7 (24.14%) Finance
2 5 (17.24%) Banking
3 3 (10.34%) Investment Banking
3 3 (10.34%) Manufacturing
4 1 (3.45%) Front Office
4 1 (3.45%) Law
4 1 (3.45%) Telecoms
Job Titles
1 6 (20.69%) Architect
1 6 (20.69%) Consultant
2 5 (17.24%) Developer
3 4 (13.79%) Analyst
4 3 (10.34%) Business Analyst
4 3 (10.34%) Business Intelligence Architect
4 3 (10.34%) Data Architect
4 3 (10.34%) Data Modeller
4 3 (10.34%) Designer
4 3 (10.34%) ETL Developer
4 3 (10.34%) Oracle Consultant
4 3 (10.34%) Senior Consultant
4 3 (10.34%) Senior Oracle Consultant
4 3 (10.34%) SQL BI Architect
5 2 (6.90%) Data Engineer
5 2 (6.90%) Data Model Consultant
5 2 (6.90%) MI Specialist
5 2 (6.90%) Power BI Consultant
5 2 (6.90%) Solutions Designer
5 2 (6.90%) Technical Specialist
Libraries, Frameworks & Software Standards
1 1 (3.45%) J2SE
1 1 (3.45%) JMS
1 1 (3.45%) Middleware
1 1 (3.45%) Spring
Miscellaneous
1 5 (17.24%) Visualisation
2 3 (10.34%) Analytical Skills
2 3 (10.34%) Data Extraction
2 3 (10.34%) Management Information System
3 2 (6.90%) Data Integration
3 2 (6.90%) Enterprise Software
4 1 (3.45%) Equity Derivative
4 1 (3.45%) FMCG
4 1 (3.45%) Minimum Viable Product
4 1 (3.45%) Statistics
Operating Systems
1 5 (17.24%) Unix
2 1 (3.45%) Linux
Processes & Methodologies
1 19 (65.52%) ETL
2 10 (34.48%) Business Intelligence
3 9 (31.03%) Data Management
4 8 (27.59%) Agile Software Development
4 8 (27.59%) Logical Data Model
5 7 (24.14%) Physical Data Model
6 6 (20.69%) Performance Tuning
7 5 (17.24%) Business Analysis
7 5 (17.24%) Data Analysis
7 5 (17.24%) Data Visualisation
8 4 (13.79%) Data Governance
8 4 (13.79%) ETL Development
8 4 (13.79%) Kimball Methodology
8 4 (13.79%) User Acceptance Testing
9 3 (10.34%) Master Data Management
9 3 (10.34%) Mentoring
9 3 (10.34%) Requirements Analysis
9 3 (10.34%) SDLC
9 3 (10.34%) Test Scripting
9 3 (10.34%) Use Case
Programming Languages
1 14 (48.28%) SQL
2 5 (17.24%) PL/SQL
2 5 (17.24%) T-SQL
3 2 (6.90%) Java
Qualifications
1 3 (10.34%) Security Cleared
Quality Assurance & Compliance
1 4 (13.79%) Data Quality
2 1 (3.45%) Disclosure Scotland
Vendors
1 7 (24.14%) Oracle
1 7 (24.14%) Talend
2 6 (20.69%) MicroStrategy
3 3 (10.34%) Cognos
4 2 (6.90%) Alteryx
5 1 (3.45%) Microsoft
5 1 (3.45%) Sybase
5 1 (3.45%) Tableau