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 18 January 2017 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
18 Jan 2017
Same period 2016 Same period 2015
Data Modelling
UK / Scotland
Rank 62 52 51
Rank change year-on-year
-10 -1
Contract jobs citing Data Modelling 45 88 80
As % of all contract IT jobs located in Scotland 2.72% 3.33% 3.11%
As % of the Processes & Methodologies category 3.28% 4.20% 3.90%
Number of daily rates quoted 21 59 53
Median daily rate £345 £450 £400
Median daily rate % change year-on-year
-23.33% +12.50%
90% offered a daily rate of more than £302 £340 £300
10% offered a daily rate of more than £566 £575 £520
UK excluding London median daily rate £450 £433 £441
% change year-on-year
+4.04% -1.92%
Number of hourly rates quoted 1 1 0
Median hourly rate £38.00 £49.41 -
Median hourly rate % change year-on-year
-23.09% -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
1371 2093 2053
As % of all contract IT jobs located in Scotland 82.74% 79.16% 79.88%
Number of daily rates quoted 773 1152 1126
Median daily rate £375 £375 £390
Median daily rate % change year-on-year
- -3.84%
90% offered a daily rate of more than £269 £265 £285
10% offered a daily rate of more than £500 £500 £500
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 30 27 22
Median hourly rate £38.50 £39.25 £28.00
Median hourly rate % change year-on-year
-1.91% +40.17%
90% offered a hourly rate of more than £14.54 £16.50 £15.77
10% offered a hourly rate of more than £65.90 £43.95 £47.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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 18 January 2017.

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 18 January 2017. 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 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 -24 19 £365 -18.88% 6
Glasgow +18 16 £388 +24.49% 2
West Lothian -1 7 £325 -7.14%
Stirling +3 2 £450 +13.92%
Aberdeen -10 2 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 18 January 2017, 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 38 (45.78%) SQL
2 35 (42.17%) Agile Software Development
3 31 (37.35%) ETL
4 30 (36.14%) Oracle
5 29 (34.94%) Relational Database
6 26 (31.33%) Data Warehouse
7 20 (24.10%) RDBMS
8 19 (22.89%) Business Intelligence
8 19 (22.89%) PL/SQL
8 19 (22.89%) Unix
8 19 (22.89%) Logical Data Model
9 18 (21.69%) Oracle Database
9 18 (21.69%) Performance Tuning
9 18 (21.69%) Java
10 17 (20.48%) SOA
10 17 (20.48%) CRM
11 16 (19.28%) Physical Data Model
12 15 (18.07%) Analytical Skills
12 15 (18.07%) Data Analysis
13 14 (16.87%) Use Case
13 14 (16.87%) Data Management
14 13 (15.66%) Finance
15 12 (14.46%) Middleware
15 12 (14.46%) SQL Server
15 12 (14.46%) Change Control
16 11 (13.25%) SDLC
16 11 (13.25%) Business Analysis
17 10 (12.05%) Telecoms
17 10 (12.05%) Scrum
17 10 (12.05%) UML

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 10 (12.05%) Oracle SOA Suite
2 3 (3.61%) JBoss
2 3 (3.61%) SAS
2 3 (3.61%) SharePoint
3 2 (2.41%) Apache Spark
4 1 (1.20%) CMS
4 1 (1.20%) Confluence
4 1 (1.20%) Oracle Workflow
Applications
1 6 (7.23%) MS Visio
2 4 (4.82%) MS Excel
3 2 (2.41%) AutoCAD
3 2 (2.41%) MS PowerPoint
3 2 (2.41%) MS Project
3 2 (2.41%) Siemens NX
Business Applications
1 3 (3.61%) Oracle BPM
2 2 (2.41%) Teamcenter
3 1 (1.20%) Dynamics CRM
3 1 (1.20%) Sonata
3 1 (1.20%) thinkFolio
Cloud Services
1 3 (3.61%) Microsoft Azure
Database & Business Intelligence
1 29 (34.94%) Relational Database
2 26 (31.33%) Data Warehouse
3 20 (24.10%) RDBMS
4 18 (21.69%) Oracle Database
5 12 (14.46%) SQL Server
6 10 (12.05%) SQL Server Integration Services
7 9 (10.84%) QlikView
8 6 (7.23%) SQL Server 2012
9 4 (4.82%) Big Data
9 4 (4.82%) BusinessObjects
9 4 (4.82%) PostgreSQL
9 4 (4.82%) Spatial Data
9 4 (4.82%) SQL Server Analysis Services
10 3 (3.61%) Enterprise Data Warehouse
10 3 (3.61%) GIS
10 3 (3.61%) MySQL
10 3 (3.61%) Oracle Database 10g
10 3 (3.61%) Oracle Reports
10 3 (3.61%) Power BI
10 3 (3.61%) QGIS
Development Applications
1 7 (8.43%) Talend Open Studio
2 4 (4.82%) Jenkins
3 3 (3.61%) Flyway
3 3 (3.61%) Git (software)
3 3 (3.61%) Oracle APEX
3 3 (3.61%) PVCS
4 2 (2.41%) ERwin
4 2 (2.41%) Team Foundation Server
5 1 (1.20%) JIRA
5 1 (1.20%) JUnit
5 1 (1.20%) Selenium
5 1 (1.20%) SQL Server Management Studio (SSMS)
5 1 (1.20%) Subversion
General
1 13 (15.66%) Finance
2 10 (12.05%) Telecoms
3 9 (10.84%) Banking
4 8 (9.64%) Billing
5 3 (3.61%) Investment Banking
5 3 (3.61%) Manufacturing
6 2 (2.41%) Legal
7 1 (1.20%) Front Office
7 1 (1.20%) Law
Job Titles
1 21 (25.30%) Analyst
2 20 (24.10%) Architect
3 16 (19.28%) Designer
4 12 (14.46%) Database Designer
5 11 (13.25%) Developer
6 10 (12.05%) Business Analyst
6 10 (12.05%) Data Architect
7 7 (8.43%) Consultant
8 6 (7.23%) Data Analyst
9 5 (6.02%) Data Modeller
9 5 (6.02%) Systems Analyst
10 4 (4.82%) ETL Developer
11 3 (3.61%) Business Intelligence Architect
11 3 (3.61%) Data Business Analyst
11 3 (3.61%) Lead Architect
11 3 (3.61%) QlikView Developer
11 3 (3.61%) Senior Business Analyst
11 3 (3.61%) Senior Consultant
11 3 (3.61%) Senior Oracle Consultant
11 3 (3.61%) Technical Architect
Libraries, Frameworks & Software Standards
1 12 (14.46%) Middleware
2 5 (6.02%) Web Services
3 4 (4.82%) PostGIS
4 3 (3.61%) Apache CXF
4 3 (3.61%) JPA
4 3 (3.61%) JSF
4 3 (3.61%) Oracle GoldenGate
4 3 (3.61%) RichFaces
4 3 (3.61%) XML
5 2 (2.41%) DHTML
5 2 (2.41%) Drools
5 2 (2.41%) Hibernate
5 2 (2.41%) HTML
5 2 (2.41%) Itk
5 2 (2.41%) XSL
5 2 (2.41%) XSLT
6 1 (1.20%) .NET
6 1 (1.20%) ASP.NET Web Forms
6 1 (1.20%) J2SE
6 1 (1.20%) Spring
Miscellaneous
1 15 (18.07%) Analytical Skills
2 7 (8.43%) Data Integration
3 6 (7.23%) Visualisation
4 5 (6.02%) Management Information System
5 3 (3.61%) Data Extraction
5 3 (3.61%) Replication
6 2 (2.41%) Data Structures
6 2 (2.41%) Enterprise Software
6 2 (2.41%) Fat Client
6 2 (2.41%) Reference Data
6 2 (2.41%) Thin Client
7 1 (1.20%) Equity Derivative
7 1 (1.20%) FMCG
7 1 (1.20%) Mainframe
7 1 (1.20%) Minimum Viable Product
7 1 (1.20%) Statistics
Operating Systems
1 19 (22.89%) Unix
2 2 (2.41%) Windows
3 1 (1.20%) Linux
3 1 (1.20%) zOS
Processes & Methodologies
1 35 (42.17%) Agile Software Development
2 31 (37.35%) ETL
3 19 (22.89%) Business Intelligence
3 19 (22.89%) Logical Data Model
4 18 (21.69%) Performance Tuning
5 17 (20.48%) CRM
5 17 (20.48%) SOA
6 16 (19.28%) Physical Data Model
7 15 (18.07%) Data Analysis
8 14 (16.87%) Data Management
8 14 (16.87%) Use Case
9 12 (14.46%) Change Control
10 11 (13.25%) Business Analysis
10 11 (13.25%) SDLC
11 10 (12.05%) Data Architecture
11 10 (12.05%) Scrum
11 10 (12.05%) UML
12 9 (10.84%) Data Governance
13 8 (9.64%) User Stories
14 7 (8.43%) BPMN
Programming Languages
1 38 (45.78%) SQL
2 19 (22.89%) PL/SQL
3 18 (21.69%) Java
4 6 (7.23%) T-SQL
5 2 (2.41%) C
5 2 (2.41%) C++
5 2 (2.41%) JavaScript
5 2 (2.41%) Tcl
5 2 (2.41%) VB
5 2 (2.41%) VBA
5 2 (2.41%) XPath
Qualifications
1 5 (6.02%) Security Cleared
2 2 (2.41%) Degree
2 2 (2.41%) ISEB
2 2 (2.41%) SC Cleared
3 1 (1.20%) BPSS Clearance
3 1 (1.20%) Oracle Certification
Quality Assurance & Compliance
1 5 (6.02%) Data Quality
2 2 (2.41%) Disclosure Scotland
3 1 (1.20%) QA
System Software
1 3 (3.61%) Docker
Systems Management
1 4 (4.82%) Ansible
Vendors
1 30 (36.14%) Oracle
2 7 (8.43%) Talend
3 6 (7.23%) MicroStrategy
4 5 (6.02%) Cognos
5 4 (4.82%) Microsoft
6 2 (2.41%) Alteryx
6 2 (2.41%) webMethods
7 1 (1.20%) Charles River
7 1 (1.20%) Cloudera
7 1 (1.20%) IBM
7 1 (1.20%) Informatica
7 1 (1.20%) MapR
7 1 (1.20%) NetSuite
7 1 (1.20%) Pega
7 1 (1.20%) Sybase
7 1 (1.20%) Tableau
7 1 (1.20%) Twitter
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £325 per day
Posted: 20 hours ago