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 8 February 2016 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
8 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 49 57 59
Rank change year-on-year
+8 +2
Contract jobs citing Data Modelling 94 73 56
As % of all contract IT jobs located in Scotland 3.68% 2.70% 2.47%
As % of the Processes & Methodologies category 4.59% 3.40% 3.33%
Number of daily rates quoted 60 48 30
Average daily rate £450 £375 £363
Average daily rate % change year-on-year
+20.00% +3.44%
90% offered a daily rate of more than £349 £300 £236
10% offered a daily rate of more than £582 £472 £510
UK excluding London average daily rate £438 £425 £400
% change year-on-year
+2.94% +6.25%
Number of hourly rates quoted 1 0 0
Average hourly rate £49.41 - -
UK excluding London average hourly rate £43.75 £70.00 £35.50
% change year-on-year
-37.50% +97.18%
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
2047 2146 1680
As % of all contract IT jobs located in Scotland 80.24% 79.51% 74.07%
Number of daily rates quoted 1100 1226 834
Average daily rate £380 £398 £375
Average daily rate % change year-on-year
-4.62% +6.25%
90% offered a daily rate of more than £265 £283 £250
10% offered a daily rate of more than £525 £500 £500
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 23 24 31
Average hourly rate £33.71 £25.50 £29.17
Average hourly rate % change year-on-year
+32.19% -12.58%
90% offered a hourly rate of more than £16.50 £14.61 £11.60
10% offered a hourly rate of more than £44.60 £47.50 £41.90
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

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 8 February 2016.

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
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 8 February 2016. 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 +15 66 £450 +16.12% 12
Glasgow -3 17 £338 -3.22% 2
Stirling +8 3 £340 -
West Lothian - 2 £363 -
Aberdeen - 1 £465 -
Scottish Borders - 1 £550 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 8 February 2016, 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 75 (39.47%) Finance
2 67 (35.26%) Oracle
3 65 (34.21%) SQL
4 54 (28.42%) Logical Data Model
5 53 (27.89%) UML
6 49 (25.79%) Banking
7 48 (25.26%) Use Case
8 45 (23.68%) Agile Software Development
9 42 (22.11%) Data Analysis
9 42 (22.11%) Data Warehouse
10 41 (21.58%) Java
11 40 (21.05%) SOA
12 39 (20.53%) ETL
13 38 (20.00%) OO
14 37 (19.47%) JBoss
15 34 (17.89%) BPMN
16 33 (17.37%) JPA
16 33 (17.37%) JSF
17 32 (16.84%) Migration
17 32 (16.84%) Apache CXF
18 30 (15.79%) Business Intelligence
19 28 (14.74%) Hibernate
19 28 (14.74%) Relational Database
19 28 (14.74%) SDLC
20 26 (13.68%) Drools
20 26 (13.68%) Data Migration
21 24 (12.63%) SQL Server
22 22 (11.58%) Data Management
22 22 (11.58%) Data Quality
23 20 (10.53%) Data Architecture

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 8 February 2016, 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 37 (19.47%) JBoss
2 5 (2.63%) Oracle Workflow
2 5 (2.63%) PowerExchange
3 4 (2.11%) SAS
4 3 (1.58%) SharePoint
4 3 (1.58%) WebLogic
5 2 (1.05%) Apache
5 2 (1.05%) Tomcat
6 1 (0.53%) Node.js
6 1 (0.53%) WebSphere
Applications
1 14 (7.37%) MS Visio
2 13 (6.84%) MS Excel
3 7 (3.68%) MS Office
4 3 (1.58%) MS PowerPoint
5 2 (1.05%) MS Project
6 1 (0.53%) AutoCAD
6 1 (0.53%) Pro/ENGINEER
6 1 (0.53%) PTC Creo
6 1 (0.53%) Siemens NX
6 1 (0.53%) SOLIDWORKS
Business Applications
1 18 (9.47%) Oracle BPM
2 14 (7.37%) Markit EDM
3 2 (1.05%) Cognos Business Intelligence
3 2 (1.05%) Maximo
4 1 (0.53%) BigMachines
4 1 (0.53%) Primavera
4 1 (0.53%) Teamcenter
Cloud Services
1 1 (0.53%) Amazon AWS
1 1 (0.53%) Microsoft Azure
Communications & Networking
1 2 (1.05%) Firewall
1 2 (1.05%) LDAP
1 2 (1.05%) TCP/IP
2 1 (0.53%) Intranet
Database & Business Intelligence
1 42 (22.11%) Data Warehouse
2 28 (14.74%) Relational Database
3 24 (12.63%) SQL Server
4 14 (7.37%) Oracle Database
5 8 (4.21%) DB2
6 7 (3.68%) PowerCenter
6 7 (3.68%) QlikView
6 7 (3.68%) SQL Server Analysis Services
6 7 (3.68%) Star Schema
7 6 (3.16%) Oracle Database 11g
7 6 (3.16%) Pentaho
8 5 (2.63%) Oracle Database 10g
9 4 (2.11%) Cognos Report Studio
10 3 (1.58%) BusinessObjects
10 3 (1.58%) Data Mart
10 3 (1.58%) Data Mining
10 3 (1.58%) NoSQL
10 3 (1.58%) PostgreSQL
10 3 (1.58%) RDBMS
10 3 (1.58%) SQL Server Integration Services
Development Applications
1 11 (5.79%) ERwin
2 5 (2.63%) PowerDesigner
3 4 (2.11%) Toad
4 3 (1.58%) Eclipse
4 3 (1.58%) Git (software)
4 3 (1.58%) JUnit
4 3 (1.58%) Maven
5 2 (1.05%) ClearCase
5 2 (1.05%) Cucumber
5 2 (1.05%) FitNesse
5 2 (1.05%) Subversion
6 1 (0.53%) Grunt
6 1 (0.53%) gulp
6 1 (0.53%) Hudson
6 1 (0.53%) JProfiler
6 1 (0.53%) Moq
6 1 (0.53%) NUnit
6 1 (0.53%) Oracle APEX
6 1 (0.53%) Team Foundation Server
General
1 75 (39.47%) Finance
2 49 (25.79%) Banking
3 10 (5.26%) Investment Banking
4 5 (2.63%) Retail
4 5 (2.63%) Retail Banking
5 3 (1.58%) Front Office
6 2 (1.05%) Back Office
6 2 (1.05%) Private Banking
6 2 (1.05%) Telecoms
7 1 (0.53%) Advertising
7 1 (0.53%) Law
7 1 (0.53%) Manufacturing
Job Titles
1 68 (35.79%) Architect
2 60 (31.58%) Analyst
3 36 (18.95%) Business Analyst
4 35 (18.42%) Developer
5 32 (16.84%) Solutions Architect
6 25 (13.16%) Data Architect
7 20 (10.53%) Data Analyst
8 13 (6.84%) Data Modeller
9 12 (6.32%) Data Business Analyst
10 11 (5.79%) Consultant
11 10 (5.26%) Systems Analyst
12 9 (4.74%) Java Architect
12 9 (4.74%) Java Solutions Architect
12 9 (4.74%) Lead Architect
13 8 (4.21%) Business Data Analyst
14 6 (3.16%) Business Systems Analyst
14 6 (3.16%) ETL Architect
14 6 (3.16%) Java Developer
14 6 (3.16%) Senior Developer
14 6 (3.16%) SOA Architect
Libraries, Frameworks & Software Standards
1 33 (17.37%) JPA
1 33 (17.37%) JSF
2 32 (16.84%) Apache CXF
3 28 (14.74%) Hibernate
4 26 (13.68%) Drools
5 19 (10.00%) RichFaces
6 7 (3.68%) XML
7 4 (2.11%) REST
7 4 (2.11%) Web Services
8 3 (1.58%) J2EE
8 3 (1.58%) Java EE
8 3 (1.58%) Spring
8 3 (1.58%) XSLT
9 2 (1.05%) Ajax
9 2 (1.05%) Apache Flex
9 2 (1.05%) JMS
9 2 (1.05%) JNDI
9 2 (1.05%) jQuery
9 2 (1.05%) JSON
9 2 (1.05%) Middleware
Miscellaneous
1 18 (9.47%) Data Integration
2 12 (6.32%) Management Information System
3 8 (4.21%) Analytical Skills
4 7 (3.68%) Reference Data
5 6 (3.16%) Data Structures
5 6 (3.16%) User Experience
6 5 (2.63%) Mainframe
6 5 (2.63%) VSAM
7 4 (2.11%) Derivative
7 4 (2.11%) Enterprise Software
7 4 (2.11%) Equities
7 4 (2.11%) Visualisation
8 2 (1.05%) Freedom of Information
9 1 (0.53%) Algorithms
9 1 (0.53%) Credit Risk
9 1 (0.53%) Data Centre
9 1 (0.53%) NHS
Operating Systems
1 15 (7.89%) Unix
2 8 (4.21%) Linux
3 3 (1.58%) Windows
4 2 (1.05%) Mac OS X
Processes & Methodologies
1 54 (28.42%) Logical Data Model
2 53 (27.89%) UML
3 48 (25.26%) Use Case
4 45 (23.68%) Agile Software Development
5 42 (22.11%) Data Analysis
6 40 (21.05%) SOA
7 39 (20.53%) ETL
8 38 (20.00%) OO
9 34 (17.89%) BPMN
10 32 (16.84%) Migration
11 30 (15.79%) Business Intelligence
12 28 (14.74%) SDLC
13 26 (13.68%) Data Migration
14 22 (11.58%) Data Management
15 20 (10.53%) Data Architecture
16 18 (9.47%) Enterprise Architecture
17 17 (8.95%) Workflow
18 16 (8.42%) Stakeholder Management
18 16 (8.42%) TOGAF
19 15 (7.89%) Business Analysis
Programming Languages
1 65 (34.21%) SQL
2 41 (21.58%) Java
3 14 (7.37%) PL/SQL
4 6 (3.16%) JavaScript
5 3 (1.58%) C
5 3 (1.58%) VBA
6 2 (1.05%) C#
6 2 (1.05%) Clojure
6 2 (1.05%) Perl
6 2 (1.05%) Ruby
6 2 (1.05%) T-SQL
7 1 (0.53%) Ada
7 1 (0.53%) C++
7 1 (0.53%) Python
7 1 (0.53%) Scala
7 1 (0.53%) VB.NET
7 1 (0.53%) XAML
Qualifications
1 8 (4.21%) Security Cleared
2 5 (2.63%) Degree
3 4 (2.11%) ISEB
4 2 (1.05%) SC Cleared
5 1 (0.53%) IIBA
Quality Assurance & Compliance
1 22 (11.58%) Data Quality
2 2 (1.05%) Disclosure Scotland
2 2 (1.05%) Dodd-Frank
2 2 (1.05%) EMIR
2 2 (1.05%) QA
System Software
1 2 (1.05%) Active Directory
2 1 (0.53%) Oracle RAC
Systems Management
1 2 (1.05%) Control-M
1 2 (1.05%) HP Quality Center
2 1 (0.53%) Ansible
2 1 (0.53%) Opscode Chef
2 1 (0.53%) Puppet
Vendors
1 67 (35.26%) Oracle
2 17 (8.95%) Informatica
3 10 (5.26%) Microsoft
4 8 (4.21%) Cognos
5 7 (3.68%) Sybase
6 6 (3.16%) MicroStrategy
6 6 (3.16%) Pega
6 6 (3.16%) SAP
7 4 (2.11%) IBM
8 2 (1.05%) F5
8 2 (1.05%) Imperva
8 2 (1.05%) Perforce
8 2 (1.05%) Tableau
8 2 (1.05%) Trillium
9 1 (0.53%) DevExpress
9 1 (0.53%) FactSet
9 1 (0.53%) HP
9 1 (0.53%) Salesforce.com
9 1 (0.53%) Teradata
9 1 (0.53%) Twitter
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £400 - £425 per day
Posted: 3 days ago
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £400 - £500 per day
Posted: 5 days ago