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 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 76 52 56
Rank change year-on-year
-24 +4
Contract jobs citing Data Modelling 43 94 82
As % of all contract IT jobs located in Scotland 2.18% 3.25% 2.88%
As % of the Processes & Methodologies category 2.71% 4.11% 3.73%
Number of daily rates quoted 23 60 51
Median daily rate £375 £430 £400
Median daily rate % change year-on-year
-12.79% +7.50%
90% offered a daily rate of more than £325 £325 £285
10% offered a daily rate of more than £595 £553 £525
UK excluding London median daily rate £450 £425 £446
% change year-on-year
+5.88% -4.60%
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 £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
1589 2285 2196
As % of all contract IT jobs located in Scotland 80.41% 79.09% 77.22%
Number of daily rates quoted 940 1208 1223
Median daily rate £375 £375 £380
Median daily rate % change year-on-year
- -1.31%
90% offered a daily rate of more than £275 £250 £265
10% offered a daily rate of more than £510 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 36 39 24
Median hourly rate £38.00 £40.00 £35.00
Median hourly rate % change year-on-year
-5.00% +14.28%
90% offered a hourly rate of more than £14.50 £12.35 £16.81
10% offered a hourly rate of more than £45.00 £47.00 £50.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 3 December 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 3 December 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 -22 21 £413 -5.71% 5
Glasgow +1 10 £450 +28.57% 2
West Lothian +4 8 £325 -7.14%
Stirling -4 2 £450 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 3 December 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 49 (46.23%) ETL
2 42 (39.62%) Data Warehouse
3 41 (38.68%) SQL
3 41 (38.68%) Oracle
4 38 (35.85%) Agile Software Development
5 30 (28.30%) Relational Database
6 29 (27.36%) Finance
7 24 (22.64%) RDBMS
8 23 (21.70%) Data Architecture
9 22 (20.75%) Business Intelligence
9 22 (20.75%) Oracle Database
10 19 (17.92%) Logical Data Model
10 19 (17.92%) PL/SQL
11 18 (16.98%) Unix
12 17 (16.04%) SQL Server
12 17 (16.04%) SOA
12 17 (16.04%) CRM
12 17 (16.04%) Physical Data Model
12 17 (16.04%) Performance Tuning
12 17 (16.04%) Analytical Skills
13 16 (15.09%) Java
14 15 (14.15%) Use Case
15 14 (13.21%) Scrum
16 13 (12.26%) Migration
16 13 (12.26%) Data Analysis
17 12 (11.32%) Oracle SOA Suite
17 12 (11.32%) Talend
17 12 (11.32%) Data Integration
17 12 (11.32%) Talend Open Studio
17 12 (11.32%) Teradata

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 12 (11.32%) Oracle SOA Suite
2 4 (3.77%) JBoss
2 4 (3.77%) SAS
3 3 (2.83%) SharePoint
4 2 (1.89%) Apache Spark
4 2 (1.89%) CMS
4 2 (1.89%) Oracle Workflow
4 2 (1.89%) PowerExchange
5 1 (0.94%) Confluence
5 1 (0.94%) Tomcat
Applications
1 7 (6.60%) MS Visio
2 4 (3.77%) MS PowerPoint
3 2 (1.89%) MS Excel
3 2 (1.89%) MS Project
4 1 (0.94%) AutoCAD
4 1 (0.94%) Siemens NX
Business Applications
1 4 (3.77%) Oracle BPM
2 2 (1.89%) Dynamics CRM
3 1 (0.94%) Sonata
3 1 (0.94%) Teamcenter
3 1 (0.94%) thinkFolio
Cloud Services
1 2 (1.89%) Microsoft Azure
Database & Business Intelligence
1 42 (39.62%) Data Warehouse
2 30 (28.30%) Relational Database
3 24 (22.64%) RDBMS
4 22 (20.75%) Oracle Database
5 17 (16.04%) SQL Server
6 9 (8.49%) MongoDB
6 9 (8.49%) PostgreSQL
6 9 (8.49%) QlikView
6 9 (8.49%) SQL Server Integration Services
7 8 (7.55%) Oracle Reports
8 7 (6.60%) Enterprise Data Warehouse
9 6 (5.66%) Big Data
9 6 (5.66%) DB2
10 5 (4.72%) Spatial Data
11 4 (3.77%) GIS
11 4 (3.77%) IBM PureData
11 4 (3.77%) NoSQL
11 4 (3.77%) Oracle Database 11g
11 4 (3.77%) Oracle Exadata
11 4 (3.77%) SQL Server 2012
Development Applications
1 12 (11.32%) Talend Open Studio
2 4 (3.77%) ERwin
2 4 (3.77%) Jenkins
2 4 (3.77%) PVCS
3 3 (2.83%) Flyway
3 3 (2.83%) Git (software)
4 2 (1.89%) JUnit
4 2 (1.89%) Oracle APEX
4 2 (1.89%) Subversion
4 2 (1.89%) Team Foundation Server
5 1 (0.94%) Ant
5 1 (0.94%) ClearCase
5 1 (0.94%) Hudson
5 1 (0.94%) JIRA
5 1 (0.94%) Maven
5 1 (0.94%) Mockito
5 1 (0.94%) Selenium
5 1 (0.94%) SQL Server Management Studio (SSMS)
5 1 (0.94%) TeamCity
General
1 29 (27.36%) Finance
2 9 (8.49%) Banking
3 7 (6.60%) Billing
3 7 (6.60%) Telecoms
4 3 (2.83%) Law
5 2 (1.89%) Manufacturing
5 2 (1.89%) Retail
6 1 (0.94%) Front Office
6 1 (0.94%) Investment Banking
6 1 (0.94%) Legal
Job Titles
1 33 (31.13%) Architect
2 25 (23.58%) Analyst
2 25 (23.58%) Data Architect
3 15 (14.15%) Developer
4 13 (12.26%) Designer
5 12 (11.32%) Business Analyst
6 9 (8.49%) Consultant
6 9 (8.49%) Data Analyst
6 9 (8.49%) Database Designer
7 8 (7.55%) Data Warehouse Architect
7 8 (7.55%) Solutions Architect
8 7 (6.60%) Data Modeller
9 5 (4.72%) Data Business Analyst
9 5 (4.72%) QlikView Developer
9 5 (4.72%) Systems Analyst
10 4 (3.77%) Oracle Consultant
10 4 (3.77%) Senior Consultant
10 4 (3.77%) Senior Oracle Consultant
11 3 (2.83%) ETL Developer
11 3 (2.83%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 9 (8.49%) Middleware
2 6 (5.66%) Apache CXF
2 6 (5.66%) Web Services
3 5 (4.72%) PostGIS
4 4 (3.77%) JPA
4 4 (3.77%) JSF
4 4 (3.77%) RichFaces
5 3 (2.83%) Spring
5 3 (2.83%) XML
6 2 (1.89%) Drools
6 2 (1.89%) Hibernate
6 2 (1.89%) Oracle GoldenGate
6 2 (1.89%) REST
6 2 (1.89%) SOAP
6 2 (1.89%) Spring Boot
7 1 (0.94%) .NET
7 1 (0.94%) ASP.NET
7 1 (0.94%) DHTML
7 1 (0.94%) FpML
7 1 (0.94%) HTML
Miscellaneous
1 17 (16.04%) Analytical Skills
2 12 (11.32%) Data Integration
3 5 (4.72%) Visualisation
4 3 (2.83%) Mainframe
4 3 (2.83%) Management Information System
5 2 (1.89%) Data Structures
5 2 (1.89%) Enterprise Software
5 2 (1.89%) Reference Data
5 2 (1.89%) Replication
6 1 (0.94%) Data Extraction
6 1 (0.94%) Equity Derivative
6 1 (0.94%) Fat Client
6 1 (0.94%) Minimum Viable Product
6 1 (0.94%) Thin Client
6 1 (0.94%) User Experience
Operating Systems
1 18 (16.98%) Unix
2 1 (0.94%) Linux
2 1 (0.94%) Windows
2 1 (0.94%) zOS
Processes & Methodologies
1 49 (46.23%) ETL
2 38 (35.85%) Agile Software Development
3 23 (21.70%) Data Architecture
4 22 (20.75%) Business Intelligence
5 19 (17.92%) Logical Data Model
6 17 (16.04%) CRM
6 17 (16.04%) Performance Tuning
6 17 (16.04%) Physical Data Model
6 17 (16.04%) SOA
7 15 (14.15%) Use Case
8 14 (13.21%) Scrum
9 13 (12.26%) Data Analysis
9 13 (12.26%) Migration
10 12 (11.32%) SDLC
11 11 (10.38%) Data Management
11 11 (10.38%) Dimensional Modelling
11 11 (10.38%) UML
12 10 (9.43%) Business Analysis
12 10 (9.43%) Data Mapping
12 10 (9.43%) Kimball Methodology
Programming Languages
1 41 (38.68%) SQL
2 19 (17.92%) PL/SQL
3 16 (15.09%) Java
4 5 (4.72%) T-SQL
4 5 (4.72%) VB
5 4 (3.77%) VBA
6 1 (0.94%) C
6 1 (0.94%) C++
6 1 (0.94%) JavaScript
6 1 (0.94%) Tcl
6 1 (0.94%) XPath
Qualifications
1 7 (6.60%) Security Cleared
2 3 (2.83%) ISEB
3 2 (1.89%) Degree
3 2 (1.89%) SC Cleared
4 1 (0.94%) BPSS Clearance
4 1 (0.94%) Oracle Certification
Quality Assurance & Compliance
1 9 (8.49%) Data Quality
2 3 (2.83%) Disclosure Scotland
2 3 (2.83%) QA
System Software
1 3 (2.83%) Docker
2 1 (0.94%) Active Directory
Systems Management
1 4 (3.77%) Ansible
Vendors
1 41 (38.68%) Oracle
2 12 (11.32%) Talend
2 12 (11.32%) Teradata
3 11 (10.38%) MicroStrategy
4 6 (5.66%) Informatica
5 5 (4.72%) Cognos
5 5 (4.72%) IBM
5 5 (4.72%) Microsoft
6 4 (3.77%) Netezza
7 3 (2.83%) Sybase
8 2 (1.89%) Alteryx
8 2 (1.89%) CA
9 1 (0.94%) Cloudera
9 1 (0.94%) Infor
9 1 (0.94%) MapR
9 1 (0.94%) NetSuite
9 1 (0.94%) Pega
9 1 (0.94%) Tableau
9 1 (0.94%) Trillium
9 1 (0.94%) Twitter
Glasgow, Lanarkshire
Spring Technology
Rate: £400.00 per day
Posted: 4 days ago