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 25 May 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
25 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 89 41 61
Rank change year-on-year
-48 +20
Contract jobs citing Data Modelling 57 109 64
As % of all contract IT jobs located in Scotland 1.96% 3.74% 2.53%
As % of the Processes & Methodologies category 2.38% 4.69% 3.29%
Number of daily rates quoted 31 49 40
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £325 £290 £259
10% offered a daily rate of more than £500 £525 £553
UK excluding London median daily rate £450 £428 £410
% change year-on-year
+5.26% +4.26%
Number of hourly rates quoted 0 2 0
Median hourly rate - £20.69 -
UK excluding London median hourly rate - £21.60 £23.15
% change year-on-year
- -6.71%
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
2398 2323 1947
As % of all contract IT jobs located in Scotland 82.63% 79.75% 76.93%
Number of daily rates quoted 1386 1238 1090
Median daily rate £375 £375 £375
90% offered a daily rate of more than £238 £260 £250
10% offered a daily rate of more than £500 £488 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 55 62 37
Median hourly rate £37.50 £31.35 £25.00
Median hourly rate % change year-on-year
+19.61% +25.40%
90% offered a hourly rate of more than £13.45 £14.00 £17.00
10% offered a hourly rate of more than £43.00 £40.00 £38.50
UK excluding London median hourly rate £33.75 £30.50 £30.00
% change year-on-year
+10.65% +1.66%

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 25 May 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 25 May 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 44 £463 +2.77% 6
Glasgow -29 12 £325 -13.33% 5
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 25 May 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 66 (46.48%) Finance
2 59 (41.55%) SQL
3 57 (40.14%) Oracle
4 43 (30.28%) Data Warehouse
5 41 (28.87%) Agile Software Development
6 40 (28.17%) Migration
7 37 (26.06%) Java
8 35 (24.65%) ETL
8 35 (24.65%) Logical Data Model
9 34 (23.94%) Use Case
10 33 (23.24%) Banking
10 33 (23.24%) UML
11 32 (22.54%) JBoss
12 31 (21.83%) OO
13 30 (21.13%) SOA
14 28 (19.72%) JSF
15 27 (19.01%) Data Analysis
15 27 (19.01%) Data Migration
15 27 (19.01%) JPA
15 27 (19.01%) Apache CXF
15 27 (19.01%) Relational Database
15 27 (19.01%) Data Quality
16 25 (17.61%) Business Intelligence
17 22 (15.49%) Data Architecture
17 22 (15.49%) BPMN
18 21 (14.79%) Hibernate
19 20 (14.08%) Drools
20 19 (13.38%) Wireframes
21 17 (11.97%) Unix
21 17 (11.97%) Data Management

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 32 (22.54%) JBoss
2 16 (11.27%) SAS
3 5 (3.52%) Oracle Workflow
4 1 (0.70%) Apache
4 1 (0.70%) Node.js
4 1 (0.70%) SharePoint
Applications
1 10 (7.04%) MS Excel
2 9 (6.34%) MS Visio
3 7 (4.93%) MS Office
4 3 (2.11%) MS PowerPoint
4 3 (2.11%) MS Project
Business Applications
1 12 (8.45%) Oracle BPM
2 4 (2.82%) Oracle EBS
3 3 (2.11%) Markit EDM
4 1 (0.70%) Oracle Financials
Cloud Services
1 1 (0.70%) Amazon AWS
1 1 (0.70%) Microsoft Azure
Communications & Networking
1 2 (1.41%) Firewall
1 2 (1.41%) LDAP
1 2 (1.41%) TCP/IP
2 1 (0.70%) Intranet
Database & Business Intelligence
1 43 (30.28%) Data Warehouse
2 27 (19.01%) Relational Database
3 16 (11.27%) Oracle Database
4 9 (6.34%) SQL Server
5 8 (5.63%) PostgreSQL
5 8 (5.63%) PowerCenter
5 8 (5.63%) RDBMS
6 6 (4.23%) MongoDB
7 5 (3.52%) Big Data
8 4 (2.82%) Data Mart
8 4 (2.82%) Enterprise Data Warehouse
8 4 (2.82%) NoSQL
8 4 (2.82%) Oracle Reports
8 4 (2.82%) QlikView
8 4 (2.82%) Star Schema
9 3 (2.11%) DB2
9 3 (2.11%) Informix
9 3 (2.11%) Oracle Database 10g
9 3 (2.11%) Oracle Database 11g
10 2 (1.41%) SQL Server 2012
Development Applications
1 10 (7.04%) ERwin
2 5 (3.52%) Oracle APEX
3 3 (2.11%) Eclipse
4 2 (1.41%) Git (software)
4 2 (1.41%) PVCS
4 2 (1.41%) Subversion
4 2 (1.41%) Talend Open Studio
5 1 (0.70%) Grunt
5 1 (0.70%) gulp
5 1 (0.70%) JProfiler
5 1 (0.70%) JUnit
5 1 (0.70%) Maven
5 1 (0.70%) Moq
5 1 (0.70%) NUnit
General
1 66 (46.48%) Finance
2 33 (23.24%) Banking
3 14 (9.86%) Retail
4 13 (9.15%) Retail Banking
5 4 (2.82%) Law
6 3 (2.11%) Front Office
6 3 (2.11%) Investment Banking
7 1 (0.70%) Back Office
Job Titles
1 53 (37.32%) Architect
2 45 (31.69%) Analyst
3 29 (20.42%) Solutions Architect
4 28 (19.72%) Business Analyst
5 25 (17.61%) Data Architect
6 20 (14.08%) Data Analyst
7 19 (13.38%) Developer
8 15 (10.56%) Consultant
9 11 (7.75%) Data Business Analyst
10 9 (6.34%) Java Architect
10 9 (6.34%) Java Solutions Architect
11 8 (5.63%) Data Warehouse Analyst
12 7 (4.93%) Senior Analyst
13 6 (4.23%) Data Modeller
13 6 (4.23%) Data Warehouse Architect
14 5 (3.52%) Business Data Analyst
14 5 (3.52%) Informatica Consultant
14 5 (3.52%) Java Developer
14 5 (3.52%) Oracle Developer
14 5 (3.52%) SQL Analyst
Libraries, Frameworks & Software Standards
1 28 (19.72%) JSF
2 27 (19.01%) Apache CXF
2 27 (19.01%) JPA
3 21 (14.79%) Hibernate
4 20 (14.08%) Drools
5 15 (10.56%) RichFaces
6 6 (4.23%) PostGIS
7 5 (3.52%) Spring
8 4 (2.82%) Java EE
9 3 (2.11%) REST
9 3 (2.11%) XML
9 3 (2.11%) XSLT
10 1 (0.70%) .NET
10 1 (0.70%) ADO.NET
10 1 (0.70%) COM
10 1 (0.70%) HTML
10 1 (0.70%) J2EE
10 1 (0.70%) J2SE
10 1 (0.70%) JMS
10 1 (0.70%) Task Parallel Library
Miscellaneous
1 10 (7.04%) Analytical Skills
2 7 (4.93%) Management Information System
2 7 (4.93%) User Experience
3 4 (2.82%) Credit Risk
4 3 (2.11%) Data Structures
4 3 (2.11%) Enterprise Software
4 3 (2.11%) Visualisation
5 2 (1.41%) Data Integration
5 2 (1.41%) Derivative
5 2 (1.41%) Equities
5 2 (1.41%) Freedom of Information
5 2 (1.41%) Reference Data
6 1 (0.70%) Data Centre
6 1 (0.70%) Equity Derivative
6 1 (0.70%) Replication
Operating Systems
1 17 (11.97%) Unix
2 6 (4.23%) Linux
3 3 (2.11%) Mac OS X
4 2 (1.41%) Windows
Processes & Methodologies
1 41 (28.87%) Agile Software Development
2 40 (28.17%) Migration
3 35 (24.65%) ETL
3 35 (24.65%) Logical Data Model
4 34 (23.94%) Use Case
5 33 (23.24%) UML
6 31 (21.83%) OO
7 30 (21.13%) SOA
8 27 (19.01%) Data Analysis
8 27 (19.01%) Data Migration
9 25 (17.61%) Business Intelligence
10 22 (15.49%) BPMN
10 22 (15.49%) Data Architecture
11 19 (13.38%) Wireframes
12 17 (11.97%) Data Management
13 15 (10.56%) Stakeholder Management
14 13 (9.15%) Scrum
15 12 (8.45%) Analytics
15 12 (8.45%) Enterprise Architecture
15 12 (8.45%) TOGAF
Programming Languages
1 59 (41.55%) SQL
2 37 (26.06%) Java
3 13 (9.15%) PL/SQL
4 6 (4.23%) JavaScript
5 4 (2.82%) VBA
6 3 (2.11%) Clojure
6 3 (2.11%) Ruby
7 2 (1.41%) C
7 2 (1.41%) Python
8 1 (0.70%) C#
8 1 (0.70%) T-SQL
8 1 (0.70%) XAML
Qualifications
1 10 (7.04%) Security Cleared
2 7 (4.93%) ISEB
3 4 (2.82%) Degree
4 2 (1.41%) SC Cleared
5 1 (0.70%) IIBA
Quality Assurance & Compliance
1 27 (19.01%) Data Quality
2 5 (3.52%) Disclosure Scotland
3 1 (0.70%) Dodd-Frank
3 1 (0.70%) EMIR
System Software
1 2 (1.41%) Active Directory
Systems Management
1 1 (0.70%) Ansible
1 1 (0.70%) Opscode Chef
1 1 (0.70%) Puppet
Vendors
1 57 (40.14%) Oracle
2 14 (9.86%) Teradata
3 12 (8.45%) Informatica
4 10 (7.04%) MicroStrategy
5 8 (5.63%) CA
6 7 (4.93%) Microsoft
7 3 (2.11%) Cognos
7 3 (2.11%) Sybase
7 3 (2.11%) Trillium
8 2 (1.41%) F5
8 2 (1.41%) Imperva
8 2 (1.41%) Talend
9 1 (0.70%) DevExpress
9 1 (0.70%) IBM
9 1 (0.70%) Pega
9 1 (0.70%) SAP
9 1 (0.70%) Tableau
9 1 (0.70%) Twitter
Glasgow
Computer Futures
Rate: £500 - £550 per annum + competitive
Posted: 13 days ago
Edinburgh
Orgtel
Rate: £400 - £450 per day
Posted: 21 days ago