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 contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 26 June 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
26 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 76 42 71
Rank change year-on-year
-34 +29
Contract jobs citing Data Modelling 75 110 64
As % of all contract IT jobs located in Scotland 2.59% 3.65% 2.37%
As % of the Processes & Methodologies category 3.10% 4.55% 3.01%
Number of daily rates quoted 42 55 31
Median daily rate £428 £375 £400
Median daily rate % change year-on-year
+14.00% -6.25%
90% offered a daily rate of more than £333 £290 £276
10% offered a daily rate of more than £500 £512 £525
UK excluding London median daily rate £438 £420 £405
% change year-on-year
+4.16% +3.70%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
2416 2415 2125
As % of all contract IT jobs located in Scotland 83.45% 80.10% 78.59%
Number of daily rates quoted 1386 1250 1172
Median daily rate £375 £360 £375
Median daily rate % change year-on-year
+4.16% -4.00%
90% offered a daily rate of more than £240 £260 £259
10% offered a daily rate of more than £500 £475 £500
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 55 65 37
Median hourly rate £37.50 £30.50 £25.00
Median hourly rate % change year-on-year
+22.95% +22.00%
90% offered a hourly rate of more than £13.50 £13.00 £14.00
10% offered a hourly rate of more than £43.00 £40.00 £38.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Data Modelling
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland 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 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 26 June 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 median contractor rates quoted in IT jobs citing Data Modelling within the Scotland region over the 3 months to 26 June 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +3 54 £463 +15.62% 5
Glasgow -23 20 £375 +2.73% 4
Scottish Borders - 1 £450 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 26 June 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 Scotland region with a requirement for Data Modelling.

1 79 (51.97%) Finance
2 66 (43.42%) SQL
3 62 (40.79%) Data Warehouse
4 59 (38.82%) Oracle
5 55 (36.18%) ETL
6 43 (28.29%) Migration
7 36 (23.68%) Agile Software Development
7 36 (23.68%) Data Architecture
8 33 (21.71%) Logical Data Model
9 32 (21.05%) Data Quality
10 31 (20.39%) Banking
10 31 (20.39%) Java
11 30 (19.74%) Data Analysis
12 29 (19.08%) Relational Database
13 28 (18.42%) Business Intelligence
14 27 (17.76%) Data Migration
15 25 (16.45%) Use Case
15 25 (16.45%) Teradata
15 25 (16.45%) SOA
15 25 (16.45%) OO
16 24 (15.79%) UML
17 22 (14.47%) JBoss
18 21 (13.82%) Apache CXF
18 21 (13.82%) Oracle Database
19 19 (12.50%) Stakeholder Management
19 19 (12.50%) Unix
19 19 (12.50%) JPA
20 18 (11.84%) JSF
21 17 (11.18%) Data Management
21 17 (11.18%) SQL Server

Data Modelling
Top Related IT Skills in Scotland 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 22 (14.47%) JBoss
2 15 (9.87%) SAS
3 2 (1.32%) Oracle Workflow
3 2 (1.32%) PowerExchange
4 1 (0.66%) Apache
4 1 (0.66%) CMS
4 1 (0.66%) Tomcat
Applications
1 9 (5.92%) MS Excel
2 7 (4.61%) MS Office
3 5 (3.29%) MS Visio
4 4 (2.63%) MS PowerPoint
5 3 (1.97%) MS Project
Business Applications
1 7 (4.61%) Oracle BPM
2 4 (2.63%) Oracle EBS
3 2 (1.32%) Markit EDM
4 1 (0.66%) Dynamics CRM
4 1 (0.66%) Oracle Financials
Cloud Services
1 1 (0.66%) Amazon AWS
1 1 (0.66%) Microsoft Azure
Communications & Networking
1 2 (1.32%) Firewall
1 2 (1.32%) LDAP
1 2 (1.32%) TCP/IP
Database & Business Intelligence
1 62 (40.79%) Data Warehouse
2 29 (19.08%) Relational Database
3 21 (13.82%) Oracle Database
4 17 (11.18%) SQL Server
5 15 (9.87%) RDBMS
6 11 (7.24%) MongoDB
6 11 (7.24%) PostgreSQL
6 11 (7.24%) PowerCenter
7 10 (6.58%) Enterprise Data Warehouse
8 8 (5.26%) Big Data
9 7 (4.61%) Oracle Reports
10 6 (3.95%) DB2
10 6 (3.95%) NoSQL
10 6 (3.95%) Spatial Data
11 5 (3.29%) Data Mart
12 4 (2.63%) QlikView
12 4 (2.63%) Star Schema
13 3 (1.97%) Informix
13 3 (1.97%) Oracle Database 10g
13 3 (1.97%) Oracle Database 11g
Development Applications
1 10 (6.58%) ERwin
2 5 (3.29%) Oracle APEX
2 5 (3.29%) Talend Open Studio
3 3 (1.97%) Subversion
4 2 (1.32%) Git (software)
4 2 (1.32%) JUnit
4 2 (1.32%) Maven
4 2 (1.32%) PVCS
5 1 (0.66%) Ant
5 1 (0.66%) ClearCase
5 1 (0.66%) Eclipse
5 1 (0.66%) Grunt
5 1 (0.66%) gulp
5 1 (0.66%) Hudson
5 1 (0.66%) JProfiler
5 1 (0.66%) Mockito
5 1 (0.66%) Moq
5 1 (0.66%) NUnit
5 1 (0.66%) TeamCity
General
1 79 (51.97%) Finance
2 31 (20.39%) Banking
3 15 (9.87%) Retail
4 13 (8.55%) Retail Banking
5 6 (3.95%) Law
6 3 (1.97%) Front Office
6 3 (1.97%) Investment Banking
7 1 (0.66%) Back Office
Job Titles
1 60 (39.47%) Architect
2 42 (27.63%) Analyst
3 38 (25.00%) Data Architect
4 28 (18.42%) Solutions Architect
5 23 (15.13%) Business Analyst
6 22 (14.47%) Data Analyst
7 20 (13.16%) Developer
8 15 (9.87%) Consultant
8 15 (9.87%) Data Warehouse Architect
9 10 (6.58%) Data Business Analyst
10 8 (5.26%) Data Warehouse Analyst
10 8 (5.26%) Java Architect
10 8 (5.26%) Java Solutions Architect
11 7 (4.61%) Data Modeller
11 7 (4.61%) Informatica Consultant
11 7 (4.61%) Senior Analyst
12 6 (3.95%) SQL Analyst
13 5 (3.29%) Designer
13 5 (3.29%) Oracle Developer
13 5 (3.29%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 21 (13.82%) Apache CXF
2 19 (12.50%) JPA
3 18 (11.84%) JSF
4 16 (10.53%) Hibernate
5 15 (9.87%) Drools
6 10 (6.58%) RichFaces
7 7 (4.61%) Spring
8 6 (3.95%) PostGIS
9 4 (2.63%) REST
10 3 (1.97%) SOAP
11 2 (1.32%) Java EE
11 2 (1.32%) Spring Boot
11 2 (1.32%) Web Services
11 2 (1.32%) XML
12 1 (0.66%) Ajax
12 1 (0.66%) jBPM
12 1 (0.66%) jQuery
12 1 (0.66%) JSON
12 1 (0.66%) LINQ
12 1 (0.66%) WPF
Miscellaneous
1 11 (7.24%) Analytical Skills
2 6 (3.95%) Management Information System
2 6 (3.95%) User Experience
3 5 (3.29%) Data Integration
4 4 (2.63%) Credit Risk
4 4 (2.63%) Enterprise Software
5 3 (1.97%) Data Structures
5 3 (1.97%) Reference Data
5 3 (1.97%) Visualisation
6 2 (1.32%) Freedom of Information
6 2 (1.32%) Mainframe
7 1 (0.66%) Data Centre
7 1 (0.66%) Derivative
7 1 (0.66%) Equities
7 1 (0.66%) Equity Derivative
7 1 (0.66%) Replication
Operating Systems
1 19 (12.50%) Unix
2 6 (3.95%) Linux
3 3 (1.97%) Mac OS X
4 2 (1.32%) Windows
Processes & Methodologies
1 55 (36.18%) ETL
2 43 (28.29%) Migration
3 36 (23.68%) Agile Software Development
3 36 (23.68%) Data Architecture
4 33 (21.71%) Logical Data Model
5 30 (19.74%) Data Analysis
6 28 (18.42%) Business Intelligence
7 27 (17.76%) Data Migration
8 25 (16.45%) OO
8 25 (16.45%) SOA
8 25 (16.45%) Use Case
9 24 (15.79%) UML
10 19 (12.50%) Stakeholder Management
11 17 (11.18%) Data Management
12 15 (9.87%) BPMN
12 15 (9.87%) Dimensional Modelling
13 14 (9.21%) Wireframes
14 13 (8.55%) Data Mapping
14 13 (8.55%) Enterprise Architecture
14 13 (8.55%) ETL Development
Programming Languages
1 66 (43.42%) SQL
2 31 (20.39%) Java
3 14 (9.21%) PL/SQL
4 6 (3.95%) JavaScript
5 4 (2.63%) VBA
6 3 (1.97%) Clojure
6 3 (1.97%) Ruby
6 3 (1.97%) VB
7 2 (1.32%) T-SQL
8 1 (0.66%) C#
8 1 (0.66%) Python
8 1 (0.66%) XAML
Qualifications
1 10 (6.58%) Security Cleared
2 7 (4.61%) ISEB
3 4 (2.63%) Degree
4 2 (1.32%) SC Cleared
5 1 (0.66%) IIBA
Quality Assurance & Compliance
1 32 (21.05%) Data Quality
2 7 (4.61%) Disclosure Scotland
3 2 (1.32%) QA
4 1 (0.66%) Dodd-Frank
4 1 (0.66%) EMIR
System Software
1 3 (1.97%) Active Directory
Vendors
1 59 (38.82%) Oracle
2 25 (16.45%) Teradata
3 16 (10.53%) Informatica
4 13 (8.55%) MicroStrategy
5 10 (6.58%) CA
6 8 (5.26%) Microsoft
7 5 (3.29%) Sybase
7 5 (3.29%) Talend
8 4 (2.63%) Cognos
8 4 (2.63%) IBM
9 3 (1.97%) Netezza
9 3 (1.97%) Trillium
10 2 (1.32%) F5
10 2 (1.32%) Imperva
11 1 (0.66%) DevExpress
11 1 (0.66%) Infor
11 1 (0.66%) Pega
11 1 (0.66%) Salesforce.com
11 1 (0.66%) Tableau
11 1 (0.66%) Twitter
Glasgow Area
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: 2 days ago
Glasgow, Lanarkshire
Sopra Steria Recruitment
Rate: From £400 to £420 per day
Posted: 5 days ago