The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 16 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
16 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 53 52 59
Rank change year-on-year
-1 +7
Contract jobs citing Data Modelling 87 66 50
As % of all contract IT jobs located in Scotland 3.08% 2.68% 1.86%
As % of the Processes & Methodologies category 4.04% 3.80% 2.76%
Number of daily rates quoted 52 35 20
Average daily rate
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£406 £375 £350
Average daily rate % change year-on-year
+8.33% +7.14%
90% offered a daily rate of more than £300 £275 £290
10% offered a daily rate of more than £462 £450 £422
UK excluding London average daily rate £413 £400 £395
% change year-on-year
+3.12% +1.26%
Number of hourly rates quoted 2 0 3
Average hourly rate £23.75 - £9.50
UK excluding London average hourly rate £30.00 £37.80 £36.00
% change year-on-year
-20.63% +5.00%
Data Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2153 1736 1810
As % of all contract IT jobs located in Scotland 76.19% 70.54% 67.19%
Number of daily rates quoted 1132 872 888
Average daily rate £379 £375 £350
Average daily rate % change year-on-year
+1.06% +7.14%
90% offered a daily rate of more than £250 £265 £230
10% offered a daily rate of more than £500 £500 £475
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 36 50 76
Average hourly rate £30.00 £29.00 £17.79
Average hourly rate % change year-on-year
+3.44% +63.01%
90% offered a hourly rate of more than £12.00 £9.25 £9.50
10% offered a hourly rate of more than £135.00 £36.00 £42.00
UK excluding London average hourly rate £26.00 £30.00 £30.00
% change year-on-year
-13.33% -

Data Modelling
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Scotland

Data Modelling
Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Scotland region.

Data Modelling Daily Rate Trend in Scotland

Data Modelling
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Scotland region over the 3 months to 16 September 2014.

Data Modelling Daily Rate Histogram in Scotland

Data Modelling
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Scotland region.

Data Modelling Hourly Rate Trend in Scotland

Data Modelling
Hourly Rate Histogram in Scotland

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the Scotland region over the 3 months to 16 September 2014.

Data Modelling Hourly Rate Histogram in Scotland

Data Modelling
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the Scotland region over the 3 months to 16 September 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +1 42 £425 +6.25% 4
Glasgow 0 36 £356 +29.54% 7
Aberdeen +12 5 - - 1
West Lothian - 1 £420 -
Stirling - - - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 16 September 2014, IT contractor jobs across the Scotland 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 64 (41.56%) Oracle
2 50 (32.47%) Java
3 48 (31.17%) SQL
4 46 (29.87%) Finance
5 45 (29.22%) Agile Software Development
6 42 (27.27%) Relational Database
7 40 (25.97%) SQL Server
8 37 (24.03%) UML
9 34 (22.08%) PL/SQL
10 32 (20.78%) Use Case
11 31 (20.13%) Web Services
12 30 (19.48%) Banking
13 29 (18.83%) Hibernate
14 26 (16.88%) Scrum
14 26 (16.88%) SQL Server Integration Services
15 25 (16.23%) JSF
15 25 (16.23%) RDBMS
15 25 (16.23%) JBoss
15 25 (16.23%) Analytical Skills
16 23 (14.94%) Data Warehouse
16 23 (14.94%) Performance Tuning
17 22 (14.29%) XML
18 21 (13.64%) SOA
18 21 (13.64%) ETL
19 20 (12.99%) OO
20 19 (12.34%) HTML
21 18 (11.69%) JSP
21 18 (11.69%) Servlets
21 18 (11.69%) CSS
21 18 (11.69%) Migration

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 16 September 2014, IT contractor jobs across the Scotland 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 5 (3.25%) SharePoint
2 3 (1.95%) WebSphere Application Server
2 3 (1.95%) WebSphere
3 2 (1.30%) Tomcat
3 2 (1.30%) SAS
4 1 (0.65%) NetWeaver
4 1 (0.65%) Apache
4 1 (0.65%) Mule
Applications
1 16 (10.39%) MS Visio
2 7 (4.55%) MS Excel
3 1 (0.65%) MS Office
3 1 (0.65%) PowerPivot
Business Applications
1 9 (5.84%) Oracle BPM
2 5 (3.25%) SAP HR
3 2 (1.30%) SAP Oil and Gas
3 2 (1.30%) PeopleSoft HRMS
4 1 (0.65%) Cognos Business Intelligence
4 1 (0.65%) SAP HCM
4 1 (0.65%) Cognos TM1
Database & Business Intelligence
1 42 (27.27%) Relational Database
2 40 (25.97%) SQL Server
3 26 (16.88%) SQL Server Integration Services
4 25 (16.23%) RDBMS
5 23 (14.94%) Data Warehouse
6 18 (11.69%) Oracle Database
7 17 (11.04%) SQL Server 2008
8 15 (9.74%) SQL Server Reporting Services
9 7 (4.55%) Oracle Reports
10 5 (3.25%) Microsoft Analysis Services
10 5 (3.25%) SQL Server Analysis Services
11 4 (2.60%) MS Access
12 3 (1.95%) Star Schema
12 3 (1.95%) SAP BW
13 2 (1.30%) BusinessObjects
13 2 (1.30%) PowerCenter
13 2 (1.30%) Oracle Database 11g
13 2 (1.30%) SQL Server 2012
13 2 (1.30%) Cognos Framework Manager
14 1 (0.65%) Cognos Query Studio
Development Applications
1 14 (9.09%) PowerDesigner
2 10 (6.49%) ERwin
3 8 (5.19%) Maven
4 7 (4.55%) Selenium
4 7 (4.55%) Jenkins
5 5 (3.25%) Subversion
5 5 (3.25%) Oracle Forms
6 4 (2.60%) Toad
7 3 (1.95%) Oracle APEX
7 3 (1.95%) PVCS
8 2 (1.30%) PeopleTools
9 1 (0.65%) LSMW
9 1 (0.65%) JUnit
9 1 (0.65%) Eclipse
9 1 (0.65%) IntelliJ
General
1 46 (29.87%) Finance
2 30 (19.48%) Banking
3 4 (2.60%) Billing
4 2 (1.30%) Advertising
5 1 (0.65%) Publishing
5 1 (0.65%) Manufacturing
5 1 (0.65%) Investment Banking
5 1 (0.65%) Retail Banking
5 1 (0.65%) Retail
5 1 (0.65%) Front Office
Job Titles
1 44 (28.57%) Analyst
2 43 (27.92%) Developer
3 30 (19.48%) Architect
4 28 (18.18%) Business Analyst
5 24 (15.58%) SQL Developer
6 15 (9.74%) Data Architect
6 15 (9.74%) Designer
7 13 (8.44%) Data Modeller
7 13 (8.44%) Solutions Architect
7 13 (8.44%) Data Analyst
8 12 (7.79%) SQL Server Developer
9 10 (6.49%) Technical Leader
10 9 (5.84%) Java Architect
10 9 (5.84%) Senior Business Analyst
10 9 (5.84%) Senior Analyst
11 8 (5.19%) Junior
11 8 (5.19%) Junior Java Architect
11 8 (5.19%) Junior Architect
12 7 (4.55%) UML Business Analyst
12 7 (4.55%) Senior Developer
Libraries, Frameworks & Software Standards
1 31 (20.13%) Web Services
2 29 (18.83%) Hibernate
3 25 (16.23%) JSF
4 22 (14.29%) XML
5 19 (12.34%) HTML
6 18 (11.69%) CSS
6 18 (11.69%) JSP
6 18 (11.69%) Servlets
6 18 (11.69%) Apache CXF
7 17 (11.04%) JPA
8 11 (7.14%) DHTML
8 11 (7.14%) EJB
8 11 (7.14%) XSL
9 9 (5.84%) RichFaces
10 6 (3.90%) .NET
11 3 (1.95%) JMS
11 3 (1.95%) Spring
11 3 (1.95%) Java SE
11 3 (1.95%) Java EE
11 3 (1.95%) JSON
Miscellaneous
1 25 (16.23%) Analytical Skills
2 6 (3.90%) Data Integration
3 3 (1.95%) E-Learning
3 3 (1.95%) SCORM
3 3 (1.95%) Management Information System
4 2 (1.30%) Replication
4 2 (1.30%) Data Conversion
4 2 (1.30%) User Experience
5 1 (0.65%) N-Tier
5 1 (0.65%) Enterprise Software
5 1 (0.65%) Data Extraction
5 1 (0.65%) Taxonomies
5 1 (0.65%) Ontologies
5 1 (0.65%) Computer Science
5 1 (0.65%) Reference Data
Operating Systems
1 13 (8.44%) UNIX
2 3 (1.95%) Linux
Processes & Methodologies
1 45 (29.22%) Agile Software Development
2 37 (24.03%) UML
3 32 (20.78%) Use Case
4 26 (16.88%) Scrum
5 23 (14.94%) Performance Tuning
6 21 (13.64%) SOA
6 21 (13.64%) ETL
7 20 (12.99%) OO
8 18 (11.69%) Migration
8 18 (11.69%) BPMN
9 17 (11.04%) Technical Analysis
10 15 (9.74%) Business Intelligence
11 14 (9.09%) Data Analysis
11 14 (9.09%) Kalman Filter
12 13 (8.44%) Stakeholder Management
13 12 (7.79%) Wealth Management
14 11 (7.14%) Workflow
14 11 (7.14%) Data Architecture
14 11 (7.14%) User Stories
15 10 (6.49%) Data Migration
Programming Languages
1 50 (32.47%) Java
2 48 (31.17%) SQL
3 34 (22.08%) PL/SQL
4 13 (8.44%) JavaScript
5 11 (7.14%) VBA
6 7 (4.55%) ABAP
7 4 (2.60%) Perl
7 4 (2.60%) Shell Script
8 2 (1.30%) XPath
8 2 (1.30%) C
9 1 (0.65%) C#
9 1 (0.65%) VB
9 1 (0.65%) SAPscript
Qualifications
1 2 (1.30%) ISEB
1 2 (1.30%) Degree
Quality Assurance & Compliance
1 3 (1.95%) Data Quality
2 2 (1.30%) QA
3 1 (0.65%) Sarbanes-Oxley
System Software
1 2 (1.30%) Oracle RMAN
Systems Management
1 2 (1.30%) Data Guard
Vendors
1 64 (41.56%) Oracle
2 25 (16.23%) JBoss
3 17 (11.04%) Sybase
4 11 (7.14%) SAP
5 7 (4.55%) Informatica
6 4 (2.60%) Ab Initio
7 3 (1.95%) TIBCO
7 3 (1.95%) Business Objects
7 3 (1.95%) PeopleSoft
7 3 (1.95%) IBM
8 2 (1.30%) Microsoft
8 2 (1.30%) Cognos
8 2 (1.30%) Teradata
9 1 (0.65%) Netezza
9 1 (0.65%) Adobe
Edinburgh, Midlothian
TEKsystems
Rate: £400 - £450 per day
Posted: 4 days ago
Scotland
Orgtel
Rate: £350 - £400 per day
Posted: 4 days ago
Edinburgh, Midlothian
E-synergy Solutions
Rate: £325.00 - £425.00 per day + Expenses
Posted: 5 days ago
Edinburgh
Cathcart Associates
Posted: 26 days ago