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 31 March 2015 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
31 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 47 66 57
Rank change year-on-year
+19 -9
Contract jobs citing Data Modelling 94 57 57
As % of all contract IT jobs located in Scotland 3.14% 2.28% 2.69%
As % of the Processes & Methodologies category 4.09% 3.15% 3.75%
Number of daily rates quoted 42 35 41
Average daily rate
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of your Daily Rate
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£428 £400 £340
Average daily rate % change year-on-year
+6.87% +17.64%
90% offered a daily rate of more than £375 £256 £270
10% offered a daily rate of more than £525 £503 £450
UK excluding London average daily rate £425 £418 £390
% change year-on-year
+1.79% +7.05%
Number of hourly rates quoted 2 0 0
Average hourly rate £20.69 - -
UK excluding London average hourly rate £40.00 £17.50 £37.80
% change year-on-year
+128.57% -53.70%
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
2300 1812 1519
As % of all contract IT jobs located in Scotland 76.74% 72.34% 71.65%
Number of daily rates quoted 1260 923 808
Average daily rate £400 £375 £360
Average daily rate % change year-on-year
+6.66% +4.16%
90% offered a daily rate of more than £265 £250 £260
10% offered a daily rate of more than £500 £500 £498
UK excluding London average daily rate £396 £375 £363
% change year-on-year
+5.60% +3.44%
Number of hourly rates quoted 44 22 23
Average hourly rate £31.70 £25.00 £40.00
Average hourly rate % change year-on-year
+26.80% -37.50%
90% offered a hourly rate of more than £12.10 £14.18 £10.00
10% offered a hourly rate of more than £50.00 £180.00 £60.00
UK excluding London average hourly rate £30.20 £27.50 £32.00
% change year-on-year
+9.81% -14.06%

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 31 March 2015.

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 31 March 2015. 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
Glasgow +25 39 £425 +10.38% 3
Edinburgh -5 39 £450 +12.50% 2
Renfrewshire - 2 £500 -
West Lothian - - - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 31 March 2015, 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 48 (26.67%) Finance
1 48 (26.67%) Oracle
2 46 (25.56%) SQL
3 45 (25.00%) Banking
4 41 (22.78%) ETL
5 39 (21.67%) SQL Server
5 39 (21.67%) Data Analysis
6 34 (18.89%) Data Warehouse
7 33 (18.33%) Agile Software Development
8 32 (17.78%) Business Analysis
9 26 (14.44%) Project Management
10 24 (13.33%) Business Intelligence
10 24 (13.33%) Data Management
11 22 (12.22%) Web Services
11 22 (12.22%) UML
12 20 (11.11%) XML
12 20 (11.11%) Informatica
12 20 (11.11%) BPMN
13 19 (10.56%) ERwin
13 19 (10.56%) SAP
13 19 (10.56%) PL/SQL
14 17 (9.44%) Java
15 16 (8.89%) Business Objects
15 16 (8.89%) Logical Data Model
16 15 (8.33%) PRINCE2
16 15 (8.33%) ISEB
16 15 (8.33%) GAP Analysis
16 15 (8.33%) Requirements Engineering
16 15 (8.33%) Data Integration
17 14 (7.78%) Migration

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 31 March 2015, 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 10 (5.56%) SAS
2 3 (1.67%) SharePoint
3 2 (1.11%) Tomcat
4 1 (0.56%) NetWeaver
4 1 (0.56%) FileNet
4 1 (0.56%) Oracle Workflow
Applications
1 12 (6.67%) MS Excel
2 5 (2.78%) MS Visio
3 3 (1.67%) SPSS
3 3 (1.67%) MS PowerPoint
3 3 (1.67%) MS Office
4 1 (0.56%) MS Project
Business Applications
1 6 (3.33%) SAP IS-U
2 3 (1.67%) Markit EDM
3 1 (0.56%) SAP HR
3 1 (0.56%) Oracle EBS
3 1 (0.56%) SAP Oil and Gas
3 1 (0.56%) Cognos Business Intelligence
Cloud Services
1 1 (0.56%) Cloud Computing
Communications & Networking
1 1 (0.56%) HTTP
Database & Business Intelligence
1 39 (21.67%) SQL Server
2 34 (18.89%) Data Warehouse
3 14 (7.78%) Relational Database
4 13 (7.22%) Oracle Database
5 10 (5.56%) SQL Server Integration Services
5 10 (5.56%) MS Access
6 9 (5.00%) SAP BW
6 9 (5.00%) BusinessObjects
6 9 (5.00%) DB2
6 9 (5.00%) SAP Data Services
7 7 (3.89%) PowerCenter
7 7 (3.89%) Data Mining
8 6 (3.33%) SQL Server 2008
9 5 (2.78%) NoSQL
9 5 (2.78%) BusinessObjects Web Intelligence
9 5 (2.78%) QlikView
9 5 (2.78%) SAP HANA
9 5 (2.78%) Big Data
9 5 (2.78%) OLAP
9 5 (2.78%) SQL Server Reporting Services
Development Applications
1 19 (10.56%) ERwin
2 8 (4.44%) Toad
3 6 (3.33%) Eclipse
4 4 (2.22%) PowerDesigner
5 3 (1.67%) Oracle APEX
6 2 (1.11%) JDeveloper
7 1 (0.56%) PVCS
7 1 (0.56%) Oracle Forms
7 1 (0.56%) Team Foundation Server
General
1 48 (26.67%) Finance
2 45 (25.00%) Banking
3 11 (6.11%) Retail
4 8 (4.44%) Investment Banking
5 4 (2.22%) Back Office
6 2 (1.11%) Telecoms
6 2 (1.11%) Aerospace
6 2 (1.11%) Manufacturing
7 1 (0.56%) Advertising
7 1 (0.56%) Local Government
7 1 (0.56%) Retail Banking
7 1 (0.56%) Financial Institution
Job Titles
1 64 (35.56%) Analyst
2 44 (24.44%) Business Analyst
3 39 (21.67%) Developer
4 35 (19.44%) Architect
5 27 (15.00%) Data Architect
6 20 (11.11%) Data Analyst
7 17 (9.44%) Designer
8 14 (7.78%) Data Modeller
9 12 (6.67%) Enterprise Architect
10 11 (6.11%) Enterprise Data Architect
11 10 (5.56%) Solutions Designer
12 9 (5.00%) Consultant
13 8 (4.44%) Solutions Architect
14 7 (3.89%) Systems Analyst
14 7 (3.89%) SQL Developer
14 7 (3.89%) ETL Architect
15 6 (3.33%) UML Business Analyst
16 5 (2.78%) Business Intelligence Developer
16 5 (2.78%) ETL Developer
16 5 (2.78%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 22 (12.22%) Web Services
2 20 (11.11%) XML
3 10 (5.56%) HTML
4 6 (3.33%) Hibernate
4 6 (3.33%) SOAP
5 5 (2.78%) Spring
5 5 (2.78%) HTML5
6 4 (2.22%) CSS
6 4 (2.22%) JSP
7 3 (1.67%) .NET
7 3 (1.67%) Ajax
8 2 (1.11%) DHTML
8 2 (1.11%) Java SE
8 2 (1.11%) EJB
8 2 (1.11%) Servlets
8 2 (1.11%) XSL
9 1 (0.56%) JMS
9 1 (0.56%) WCF
9 1 (0.56%) jQuery
9 1 (0.56%) .NET Framework
Miscellaneous
1 15 (8.33%) Data Integration
2 11 (6.11%) Analytical Skills
3 8 (4.44%) Reference Data
4 6 (3.33%) Data Extraction
5 5 (2.78%) Enterprise Software
6 4 (2.22%) Smart Meter
6 4 (2.22%) Management Information System
6 4 (2.22%) Computer Science
7 3 (1.67%) Credit Risk
7 3 (1.67%) Social Media
8 2 (1.11%) User Experience
8 2 (1.11%) Web 2.0
8 2 (1.11%) Clustering
8 2 (1.11%) N-Tier
8 2 (1.11%) NHS
9 1 (0.56%) Equities
9 1 (0.56%) Derivative
9 1 (0.56%) Taxonomies
9 1 (0.56%) Data Structures
Operating Systems
1 9 (5.00%) UNIX
Processes & Methodologies
1 41 (22.78%) ETL
2 39 (21.67%) Data Analysis
3 33 (18.33%) Agile Software Development
4 32 (17.78%) Business Analysis
5 26 (14.44%) Project Management
6 24 (13.33%) Business Intelligence
6 24 (13.33%) Data Management
7 22 (12.22%) UML
8 20 (11.11%) BPMN
9 16 (8.89%) Logical Data Model
10 15 (8.33%) Requirements Engineering
10 15 (8.33%) PRINCE2
10 15 (8.33%) GAP Analysis
11 14 (7.78%) Migration
11 14 (7.78%) Analytics
12 13 (7.22%) Data Architecture
13 11 (6.11%) Master Data Management
14 10 (5.56%) Stakeholder Management
15 9 (5.00%) Systems Analysis
16 8 (4.44%) SOA
Programming Languages
1 46 (25.56%) SQL
2 19 (10.56%) PL/SQL
3 17 (9.44%) Java
4 6 (3.33%) ABAP
5 5 (2.78%) VBA
6 4 (2.22%) JavaScript
7 1 (0.56%) C#
7 1 (0.56%) T-SQL
7 1 (0.56%) VB
Qualifications
1 15 (8.33%) ISEB
2 12 (6.67%) Degree
3 4 (2.22%) SC Cleared
3 4 (2.22%) Security Cleared
4 2 (1.11%) IIBA
5 1 (0.56%) PRINCE2 Practitioner
5 1 (0.56%) Microsoft Certification
Quality Assurance & Compliance
1 9 (5.00%) Data Quality
2 4 (2.22%) MiFID
3 3 (1.67%) QA
3 3 (1.67%) EMIR
3 3 (1.67%) Dodd-Frank
4 1 (0.56%) SLA
4 1 (0.56%) FATCA
Vendors
1 48 (26.67%) Oracle
2 20 (11.11%) Informatica
3 19 (10.56%) SAP
4 16 (8.89%) Business Objects
5 9 (5.00%) Sybase
6 8 (4.44%) Teradata
7 7 (3.89%) CA
8 6 (3.33%) Microsoft
9 5 (2.78%) Cognos
10 3 (1.67%) IBM
11 2 (1.11%) Pega
11 2 (1.11%) MicroStrategy
12 1 (0.56%) Salesforce.com
12 1 (0.56%) Ab Initio
12 1 (0.56%) GoldenSource
12 1 (0.56%) Netezza
12 1 (0.56%) Cisco