The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 23 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
23 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Scotland / Edinburgh
Rank 55 28 50
Rank change year-on-year
-27 +22
Contract jobs citing Data Modelling 17 71 35
As % of all contract IT jobs located in Edinburgh 2.05% 5.17% 2.62%
As % of the Processes & Methodologies category 2.47% 6.32% 3.24%
Number of daily rates quoted 8 51 22
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 £186 £350 £348
10% offered a daily rate of more than £583 £575 £493
UK excluding London median daily rate £450 £425 £425
% change year-on-year
+5.88% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.75 £43.75 £70.00
% change year-on-year
+11.42% -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 Edinburgh region.

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
688 1124 1081
As % of all contract IT jobs located in Edinburgh 83.09% 81.86% 80.79%
Number of daily rates quoted 433 579 582
Median daily rate £400 £388 £400
Median daily rate % change year-on-year
+3.22% -3.12%
90% offered a daily rate of more than £285 £280 £300
10% offered a daily rate of more than £550 £525 £538
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 7 9 8
Median hourly rate £19.50 £19.02 £47.50
Median hourly rate % change year-on-year
+2.52% -59.95%
90% offered a hourly rate of more than £14.50 £15.25 £22.50
10% offered a hourly rate of more than £52.17 £41.50 £73.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

Data Modelling
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh 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 Edinburgh

Data Modelling
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Edinburgh region.

Data Modelling Daily Rate Trend in Edinburgh

Data Modelling
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Edinburgh region over the 3 months to 23 January 2017.

Data Modelling Daily Rate Histogram in Edinburgh

Data Modelling
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Edinburgh region.

Data Modelling Hourly Rate Trend in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 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 Edinburgh region with a requirement for Data Modelling.

1 14 (38.89%) Agile Software Development
2 12 (33.33%) Oracle
3 11 (30.56%) Use Case
3 11 (30.56%) Logical Data Model
4 10 (27.78%) Relational Database
4 10 (27.78%) SQL
4 10 (27.78%) ETL
5 9 (25.00%) UML
6 8 (22.22%) Physical Data Model
7 7 (19.44%) CRM
7 7 (19.44%) Data Warehouse
7 7 (19.44%) BPMN
8 6 (16.67%) Business Analysis
8 6 (16.67%) Document Management
8 6 (16.67%) Data Analysis
8 6 (16.67%) Migration
8 6 (16.67%) SOA
8 6 (16.67%) RDBMS
9 5 (13.89%) Business Intelligence
9 5 (13.89%) Java
9 5 (13.89%) Scrum
9 5 (13.89%) Data Architecture
9 5 (13.89%) Data Governance
9 5 (13.89%) User Stories
10 4 (11.11%) Jenkins
10 4 (11.11%) Oracle Database
10 4 (11.11%) Ansible
10 4 (11.11%) Spatial Data
10 4 (11.11%) PostGIS
10 4 (11.11%) Domain-Driven Design

Data Modelling
Top Related IT Skills in Edinburgh 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 3 (8.33%) JBoss
1 3 (8.33%) Oracle SOA Suite
1 3 (8.33%) SharePoint
2 2 (5.56%) SAS
3 1 (2.78%) CMS
3 1 (2.78%) Oracle Workflow
Applications
1 4 (11.11%) MS Visio
Business Applications
1 3 (8.33%) Oracle BPM
2 1 (2.78%) Dynamics CRM
2 1 (2.78%) thinkFolio
Database & Business Intelligence
1 10 (27.78%) Relational Database
2 7 (19.44%) Data Warehouse
3 6 (16.67%) RDBMS
4 4 (11.11%) Oracle Database
4 4 (11.11%) PostgreSQL
4 4 (11.11%) Spatial Data
5 3 (8.33%) GIS
5 3 (8.33%) QGIS
5 3 (8.33%) QlikView
6 2 (5.56%) Big Data
6 2 (5.56%) SAS EBI
7 1 (2.78%) DB2
7 1 (2.78%) SQL Server
7 1 (2.78%) SQL Server Analysis Services
7 1 (2.78%) SQL Server Integration Services
7 1 (2.78%) SQL Server Reporting Services
Development Applications
1 4 (11.11%) Jenkins
2 3 (8.33%) Flyway
2 3 (8.33%) Git (software)
3 2 (5.56%) ERwin
4 1 (2.78%) Selenium
General
1 3 (8.33%) Banking
1 3 (8.33%) Finance
2 2 (5.56%) Legal
2 2 (5.56%) Telecoms
Job Titles
1 15 (41.67%) Analyst
2 11 (30.56%) Architect
3 7 (19.44%) Business Analyst
4 6 (16.67%) Data Architect
5 4 (11.11%) Data Analyst
5 4 (11.11%) Developer
5 4 (11.11%) Systems Analyst
6 3 (8.33%) Database Designer
6 3 (8.33%) Designer
6 3 (8.33%) QlikView Developer
6 3 (8.33%) Technical Architect
7 2 (5.56%) Business Systems Analyst
7 2 (5.56%) Data Modeller
7 2 (5.56%) Senior Analyst
7 2 (5.56%) Senior Business Analyst
7 2 (5.56%) Solutions Architect
8 1 (2.78%) Business Intelligence Analyst
8 1 (2.78%) DB2 DBA
8 1 (2.78%) Enterprise Architect
8 1 (2.78%) Implementation Analyst
Libraries, Frameworks & Software Standards
1 4 (11.11%) PostGIS
2 3 (8.33%) Apache CXF
2 3 (8.33%) JPA
2 3 (8.33%) JSF
2 3 (8.33%) Middleware
2 3 (8.33%) RichFaces
2 3 (8.33%) Web Services
3 2 (5.56%) Drools
3 2 (5.56%) Hibernate
4 1 (2.78%) .NET
4 1 (2.78%) ASP.NET
4 1 (2.78%) ASP.NET Web Forms
Miscellaneous
1 3 (8.33%) Data Integration
2 2 (5.56%) Management Information System
3 1 (2.78%) Analytical Skills
3 1 (2.78%) Data Structures
3 1 (2.78%) Mainframe
3 1 (2.78%) Reference Data
3 1 (2.78%) Visualisation
Operating Systems
1 3 (8.33%) Unix
2 1 (2.78%) zOS
Processes & Methodologies
1 14 (38.89%) Agile Software Development
2 11 (30.56%) Logical Data Model
2 11 (30.56%) Use Case
3 10 (27.78%) ETL
4 9 (25.00%) UML
5 8 (22.22%) Physical Data Model
6 7 (19.44%) BPMN
6 7 (19.44%) CRM
7 6 (16.67%) Business Analysis
7 6 (16.67%) Data Analysis
7 6 (16.67%) Document Management
7 6 (16.67%) Migration
7 6 (16.67%) SOA
8 5 (13.89%) Business Intelligence
8 5 (13.89%) Data Architecture
8 5 (13.89%) Data Governance
8 5 (13.89%) Scrum
8 5 (13.89%) User Stories
9 4 (11.11%) Data Migration
9 4 (11.11%) Domain-Driven Design
Programming Languages
1 10 (27.78%) SQL
2 5 (13.89%) Java
3 4 (11.11%) PL/SQL
4 2 (5.56%) VB
5 1 (2.78%) VBA
Qualifications
1 2 (5.56%) ISEB
1 2 (5.56%) SC Cleared
1 2 (5.56%) Security Cleared
2 1 (2.78%) BPSS Clearance
2 1 (2.78%) Degree
2 1 (2.78%) Oracle Certification
Quality Assurance & Compliance
1 1 (2.78%) Disclosure Scotland
1 1 (2.78%) QA
System Software
1 3 (8.33%) Docker
Systems Management
1 4 (11.11%) Ansible
Vendors
1 12 (33.33%) Oracle
2 2 (5.56%) Cognos
3 1 (2.78%) Charles River
3 1 (2.78%) Cloudera
3 1 (2.78%) IBM
3 1 (2.78%) MapR
3 1 (2.78%) Microsoft
3 1 (2.78%) NetSuite
3 1 (2.78%) Pega
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £325 per day
Posted: 6 days ago