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 6 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
6 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 80 39 71
Rank change year-on-year
-41 +32
Contract jobs citing Data Modelling 64 120 59
As % of all contract IT jobs located in Scotland 2.14% 3.96% 2.23%
As % of the Processes & Methodologies category 2.58% 5.00% 2.91%
Number of daily rates quoted 39 55 37
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £335 £294 £259
10% offered a daily rate of more than £510 £525 £560
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 0 2 0
Median hourly rate - £20.69 -
UK excluding London median hourly rate £49.82 £40.00 £17.50
% change year-on-year
+24.55% +128.57%
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
2476 2401 2027
As % of all contract IT jobs located in Scotland 82.81% 79.16% 76.75%
Number of daily rates quoted 1410 1299 1101
Median daily rate £380 £375 £375
Median daily rate % change year-on-year
+1.33% -
90% offered a daily rate of more than £250 £250 £250
10% offered a daily rate of more than £525 £500 £490
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 57 65 29
Median hourly rate £38.00 £30.50 £29.17
Median hourly rate % change year-on-year
+24.59% +4.55%
90% offered a hourly rate of more than £13.67 £12.10 £18.00
10% offered a hourly rate of more than £46.00 £40.00 £180.00
UK excluding London median hourly rate £36.00 £30.00 £30.50
% change year-on-year
+20.00% -1.63%

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 6 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 6 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 -10 45 £450 - 6
Glasgow -23 16 £331 -11.66%
Fife - 1 £350 - 1
West Lothian - 1 £375 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 6 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 69 (42.07%) Finance
2 68 (41.46%) Oracle
3 59 (35.98%) SQL
4 50 (30.49%) UML
5 48 (29.27%) Logical Data Model
6 47 (28.66%) Agile Software Development
6 47 (28.66%) Use Case
7 45 (27.44%) Java
7 45 (27.44%) Migration
8 44 (26.83%) Data Warehouse
9 40 (24.39%) OO
9 40 (24.39%) JBoss
9 40 (24.39%) Banking
10 39 (23.78%) SOA
11 36 (21.95%) Relational Database
12 35 (21.34%) JSF
12 35 (21.34%) JPA
13 34 (20.73%) BPMN
13 34 (20.73%) Apache CXF
14 33 (20.12%) Data Migration
15 32 (19.51%) ETL
16 30 (18.29%) Business Intelligence
17 29 (17.68%) Data Quality
18 28 (17.07%) Hibernate
18 28 (17.07%) Data Analysis
19 27 (16.46%) Drools
20 22 (13.41%) Data Management
21 21 (12.80%) RichFaces
22 19 (11.59%) Oracle BPM
22 19 (11.59%) Data Architecture

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 40 (24.39%) JBoss
2 15 (9.15%) SAS
3 5 (3.05%) Oracle Workflow
4 1 (0.61%) Apache
4 1 (0.61%) Node.js
4 1 (0.61%) SharePoint
Applications
1 14 (8.54%) MS Visio
2 10 (6.10%) MS Excel
3 7 (4.27%) MS Office
4 3 (1.83%) MS PowerPoint
4 3 (1.83%) MS Project
Business Applications
1 19 (11.59%) Oracle BPM
2 4 (2.44%) Oracle EBS
3 3 (1.83%) Markit EDM
4 1 (0.61%) Oracle Financials
Cloud Services
1 1 (0.61%) Amazon AWS
1 1 (0.61%) Microsoft Azure
Communications & Networking
1 2 (1.22%) Firewall
1 2 (1.22%) LDAP
1 2 (1.22%) TCP/IP
2 1 (0.61%) Intranet
Database & Business Intelligence
1 44 (26.83%) Data Warehouse
2 36 (21.95%) Relational Database
3 15 (9.15%) Oracle Database
4 13 (7.93%) SQL Server
5 10 (6.10%) RDBMS
6 8 (4.88%) DB2
7 7 (4.27%) PostgreSQL
7 7 (4.27%) PowerCenter
8 5 (3.05%) MongoDB
8 5 (3.05%) QlikView
9 4 (2.44%) Data Mart
9 4 (2.44%) NoSQL
9 4 (2.44%) Oracle Database 10g
9 4 (2.44%) Oracle Database 11g
9 4 (2.44%) Oracle Reports
9 4 (2.44%) Star Schema
10 3 (1.83%) Big Data
10 3 (1.83%) Enterprise Data Warehouse
10 3 (1.83%) Informix
11 2 (1.22%) Cognos Report Studio
Development Applications
1 11 (6.71%) ERwin
2 5 (3.05%) Oracle APEX
3 3 (1.83%) Eclipse
4 2 (1.22%) Git (software)
4 2 (1.22%) JProfiler
4 2 (1.22%) PowerDesigner
4 2 (1.22%) PVCS
4 2 (1.22%) Subversion
4 2 (1.22%) Talend Open Studio
5 1 (0.61%) Grunt
5 1 (0.61%) gulp
5 1 (0.61%) JUnit
5 1 (0.61%) Moq
5 1 (0.61%) NUnit
General
1 69 (42.07%) Finance
2 40 (24.39%) Banking
3 16 (9.76%) Retail
4 15 (9.15%) Retail Banking
5 4 (2.44%) Investment Banking
6 3 (1.83%) Front Office
7 2 (1.22%) Back Office
7 2 (1.22%) Law
Job Titles
1 58 (35.37%) Architect
2 52 (31.71%) Analyst
3 34 (20.73%) Solutions Architect
4 32 (19.51%) Business Analyst
5 21 (12.80%) Data Architect
5 21 (12.80%) Developer
6 20 (12.20%) Data Analyst
7 15 (9.15%) Consultant
8 14 (8.54%) Data Modeller
9 11 (6.71%) Data Business Analyst
9 11 (6.71%) Java Architect
9 11 (6.71%) Java Solutions Architect
10 8 (4.88%) Data Warehouse Analyst
10 8 (4.88%) Systems Analyst
11 7 (4.27%) Lead Architect
11 7 (4.27%) Senior Analyst
12 6 (3.66%) SOA Architect
13 5 (3.05%) Business Data Analyst
13 5 (3.05%) Lead Solutions Architect
13 5 (3.05%) UML Analyst
Libraries, Frameworks & Software Standards
1 35 (21.34%) JPA
1 35 (21.34%) JSF
2 34 (20.73%) Apache CXF
3 28 (17.07%) Hibernate
4 27 (16.46%) Drools
5 21 (12.80%) RichFaces
6 5 (3.05%) PostGIS
7 4 (2.44%) Java EE
7 4 (2.44%) Spring
8 3 (1.83%) REST
8 3 (1.83%) XML
8 3 (1.83%) XSLT
9 1 (0.61%) .NET
9 1 (0.61%) ADO.NET
9 1 (0.61%) COM
9 1 (0.61%) HTML
9 1 (0.61%) HTML5
9 1 (0.61%) J2SE
9 1 (0.61%) JMS
9 1 (0.61%) Task Parallel Library
Miscellaneous
1 12 (7.32%) Analytical Skills
2 9 (5.49%) Management Information System
3 7 (4.27%) User Experience
4 5 (3.05%) Data Structures
4 5 (3.05%) Reference Data
5 4 (2.44%) Data Integration
5 4 (2.44%) Enterprise Software
5 4 (2.44%) Visualisation
6 3 (1.83%) Credit Risk
7 2 (1.22%) Derivative
7 2 (1.22%) Equities
7 2 (1.22%) Freedom of Information
8 1 (0.61%) Data Centre
8 1 (0.61%) Equity Derivative
8 1 (0.61%) Replication
Operating Systems
1 16 (9.76%) Unix
2 6 (3.66%) Linux
3 3 (1.83%) Mac OS X
4 2 (1.22%) Windows
Processes & Methodologies
1 50 (30.49%) UML
2 48 (29.27%) Logical Data Model
3 47 (28.66%) Agile Software Development
3 47 (28.66%) Use Case
4 45 (27.44%) Migration
5 40 (24.39%) OO
6 39 (23.78%) SOA
7 34 (20.73%) BPMN
8 33 (20.12%) Data Migration
9 32 (19.51%) ETL
10 30 (18.29%) Business Intelligence
11 28 (17.07%) Data Analysis
12 22 (13.41%) Data Management
13 19 (11.59%) Data Architecture
14 18 (10.98%) Workflow
15 14 (8.54%) Analytics
15 14 (8.54%) Enterprise Architecture
15 14 (8.54%) Scrum
15 14 (8.54%) Stakeholder Management
15 14 (8.54%) TOGAF
Programming Languages
1 59 (35.98%) SQL
2 45 (27.44%) Java
3 14 (8.54%) PL/SQL
4 6 (3.66%) JavaScript
5 4 (2.44%) VBA
6 3 (1.83%) Clojure
6 3 (1.83%) Ruby
7 2 (1.22%) C
7 2 (1.22%) Python
8 1 (0.61%) C#
8 1 (0.61%) T-SQL
8 1 (0.61%) XAML
Qualifications
1 10 (6.10%) Security Cleared
2 7 (4.27%) ISEB
3 4 (2.44%) Degree
4 2 (1.22%) SC Cleared
5 1 (0.61%) IIBA
Quality Assurance & Compliance
1 29 (17.68%) Data Quality
2 5 (3.05%) Disclosure Scotland
3 2 (1.22%) Dodd-Frank
3 2 (1.22%) EMIR
System Software
1 2 (1.22%) Active Directory
Systems Management
1 1 (0.61%) Ansible
1 1 (0.61%) Opscode Chef
1 1 (0.61%) Puppet
Vendors
1 68 (41.46%) Oracle
2 13 (7.93%) Informatica
3 10 (6.10%) MicroStrategy
4 9 (5.49%) Teradata
5 7 (4.27%) Microsoft
6 6 (3.66%) CA
7 5 (3.05%) Pega
7 5 (3.05%) Sybase
8 3 (1.83%) Cognos
8 3 (1.83%) Trillium
9 2 (1.22%) F5
9 2 (1.22%) Imperva
9 2 (1.22%) Talend
10 1 (0.61%) DevExpress
10 1 (0.61%) IBM
10 1 (0.61%) SAP
10 1 (0.61%) Tableau
10 1 (0.61%) Twitter
Edinburgh
Orgtel
Rate: £400 - £450 per day
Posted: 2 days ago