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 20 February 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
20 Feb 2017
Same period 2016 Same period 2015
Data Modelling
UK / Scotland
Rank 77 46 48
Rank change year-on-year
-31 +2
Contract jobs citing Data Modelling 33 91 86
As % of all contract IT jobs located in Scotland 1.90% 3.57% 3.13%
As % of the Processes & Methodologies category 2.26% 4.33% 3.86%
Number of daily rates quoted 17 57 52
Median daily rate £400 £450 £400
Median daily rate % change year-on-year
-11.11% +12.50%
90% offered a daily rate of more than £320 £339 £338
10% offered a daily rate of more than £488 £588 £475
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 1 0
Median hourly rate - £49.41 -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

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
1460 2101 2226
As % of all contract IT jobs located in Scotland 84.20% 82.39% 80.95%
Number of daily rates quoted 873 1123 1254
Median daily rate £388 £385 £400
Median daily rate % change year-on-year
+0.64% -3.75%
90% offered a daily rate of more than £250 £265 £280
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 26 23 38
Median hourly rate £45.00 £31.25 £22.50
Median hourly rate % change year-on-year
+44.00% +38.88%
90% offered a hourly rate of more than £14.49 £15.25 £12.10
10% offered a hourly rate of more than £66.00 £49.41 £47.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

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 20 February 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 20 February 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
Glasgow -4 16 £388 +14.81% 2
Edinburgh -24 10 £400 -11.11% 5
Aberdeen -5 3 - -
Stirling +6 2 £450 +32.35%
West Lothian -1 2 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 20 February 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 35 (45.45%) SQL
2 32 (41.56%) Agile Software Development
3 29 (37.66%) ETL
4 27 (35.06%) Oracle
5 26 (33.77%) Data Warehouse
6 23 (29.87%) Relational Database
7 20 (25.97%) Business Intelligence
7 20 (25.97%) Logical Data Model
8 18 (23.38%) SOA
9 17 (22.08%) Java
9 17 (22.08%) Data Analysis
9 17 (22.08%) Physical Data Model
10 16 (20.78%) Oracle Database
10 16 (20.78%) PL/SQL
10 16 (20.78%) CRM
10 16 (20.78%) Unix
11 15 (19.48%) RDBMS
12 14 (18.18%) Performance Tuning
13 13 (16.88%) Analytical Skills
13 13 (16.88%) Use Case
13 13 (16.88%) Data Management
13 13 (16.88%) Finance
14 12 (15.58%) SQL Server
15 11 (14.29%) Middleware
15 11 (14.29%) Change Control
16 10 (12.99%) SQL Server Integration Services
16 10 (12.99%) Data Architecture
17 9 (11.69%) Telecoms
17 9 (11.69%) Scrum
17 9 (11.69%) Oracle SOA Suite

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 9 (11.69%) Oracle SOA Suite
2 4 (5.19%) SAS
3 3 (3.90%) JBoss
3 3 (3.90%) SharePoint
4 2 (2.60%) Apache Spark
5 1 (1.30%) CMS
5 1 (1.30%) Confluence
5 1 (1.30%) Oracle Workflow
Applications
1 5 (6.49%) MS Visio
2 3 (3.90%) AutoCAD
2 3 (3.90%) MS Excel
2 3 (3.90%) Siemens NX
3 1 (1.30%) MS PowerPoint
3 1 (1.30%) MS Project
Business Applications
1 3 (3.90%) Oracle BPM
1 3 (3.90%) Teamcenter
2 1 (1.30%) Dynamics CRM
2 1 (1.30%) NetSuite
2 1 (1.30%) Sonata
2 1 (1.30%) thinkFolio
Cloud Services
1 3 (3.90%) Microsoft Azure
Database & Business Intelligence
1 26 (33.77%) Data Warehouse
2 23 (29.87%) Relational Database
3 16 (20.78%) Oracle Database
4 15 (19.48%) RDBMS
5 12 (15.58%) SQL Server
6 10 (12.99%) SQL Server Integration Services
7 7 (9.09%) QlikView
8 6 (7.79%) SQL Server 2012
9 4 (5.19%) Big Data
9 4 (5.19%) BusinessObjects
9 4 (5.19%) PostgreSQL
9 4 (5.19%) Spatial Data
9 4 (5.19%) SQL Server Analysis Services
10 3 (3.90%) Azure SQL Database
10 3 (3.90%) Enterprise Data Warehouse
10 3 (3.90%) GIS
10 3 (3.90%) MySQL
10 3 (3.90%) Power BI
10 3 (3.90%) QGIS
10 3 (3.90%) SQL Server Reporting Services
Development Applications
1 5 (6.49%) Talend Open Studio
2 4 (5.19%) Jenkins
2 4 (5.19%) Oracle APEX
3 3 (3.90%) Flyway
3 3 (3.90%) Git (software)
4 2 (2.60%) ERwin
4 2 (2.60%) Team Foundation Server
5 1 (1.30%) JIRA
5 1 (1.30%) Oracle Forms
5 1 (1.30%) PVCS
5 1 (1.30%) Selenium
5 1 (1.30%) SQL Server Management Studio (SSMS)
5 1 (1.30%) Subversion
General
1 13 (16.88%) Finance
2 9 (11.69%) Telecoms
3 8 (10.39%) Banking
4 7 (9.09%) Billing
5 3 (3.90%) Legal
6 2 (2.60%) Investment Banking
6 2 (2.60%) Manufacturing
7 1 (1.30%) Law
7 1 (1.30%) Retail
7 1 (1.30%) Retail Banking
Job Titles
1 21 (27.27%) Analyst
1 21 (27.27%) Architect
2 17 (22.08%) Designer
3 12 (15.58%) Business Analyst
3 12 (15.58%) Database Designer
4 10 (12.99%) Data Architect
5 8 (10.39%) Developer
6 6 (7.79%) Data Analyst
7 5 (6.49%) Data Modeller
8 4 (5.19%) Consultant
8 4 (5.19%) ETL Developer
8 4 (5.19%) Lead Architect
8 4 (5.19%) Systems Analyst
9 3 (3.90%) Business Intelligence Architect
9 3 (3.90%) Solutions Designer
9 3 (3.90%) SQL BI Architect
9 3 (3.90%) Technical Architect
10 2 (2.60%) MI Specialist
10 2 (2.60%) Power BI Consultant
10 2 (2.60%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 11 (14.29%) Middleware
2 6 (7.79%) Web Services
3 4 (5.19%) Oracle GoldenGate
3 4 (5.19%) PostGIS
3 4 (5.19%) XML
4 3 (3.90%) Apache CXF
4 3 (3.90%) DHTML
4 3 (3.90%) HTML
4 3 (3.90%) Itk
4 3 (3.90%) JPA
4 3 (3.90%) JSF
4 3 (3.90%) RichFaces
4 3 (3.90%) XSL
4 3 (3.90%) XSLT
5 2 (2.60%) Drools
5 2 (2.60%) Hibernate
6 1 (1.30%) .NET
6 1 (1.30%) ASP.NET
6 1 (1.30%) ASP.NET Web Forms
Miscellaneous
1 13 (16.88%) Analytical Skills
2 5 (6.49%) Management Information System
3 4 (5.19%) Replication
4 3 (3.90%) Enterprise Software
4 3 (3.90%) Fat Client
4 3 (3.90%) Reference Data
4 3 (3.90%) Thin Client
5 2 (2.60%) Data Structures
6 1 (1.30%) FMCG
6 1 (1.30%) Social Media
Operating Systems
1 16 (20.78%) Unix
2 3 (3.90%) Windows
Processes & Methodologies
1 32 (41.56%) Agile Software Development
2 29 (37.66%) ETL
3 20 (25.97%) Business Intelligence
3 20 (25.97%) Logical Data Model
4 18 (23.38%) SOA
5 17 (22.08%) Data Analysis
5 17 (22.08%) Physical Data Model
6 16 (20.78%) CRM
7 14 (18.18%) Performance Tuning
8 13 (16.88%) Data Management
8 13 (16.88%) Use Case
9 11 (14.29%) Change Control
10 10 (12.99%) Data Architecture
11 9 (11.69%) Scrum
11 9 (11.69%) SDLC
12 8 (10.39%) Business Analysis
12 8 (10.39%) Stakeholder Management
12 8 (10.39%) UML
13 7 (9.09%) BPMN
13 7 (9.09%) Data Integration
Programming Languages
1 35 (45.45%) SQL
2 17 (22.08%) Java
3 16 (20.78%) PL/SQL
4 6 (7.79%) T-SQL
5 4 (5.19%) C
6 3 (3.90%) C++
6 3 (3.90%) JavaScript
6 3 (3.90%) Tcl
6 3 (3.90%) XPath
7 2 (2.60%) VBA
Qualifications
1 3 (3.90%) Security Cleared
2 2 (2.60%) Degree
2 2 (2.60%) SC Cleared
3 1 (1.30%) BPSS Clearance
3 1 (1.30%) ISEB
3 1 (1.30%) Oracle Certification
Quality Assurance & Compliance
1 4 (5.19%) Data Quality
2 2 (2.60%) Disclosure Scotland
3 1 (1.30%) MiFID
System Software
1 3 (3.90%) Docker
Systems Management
1 4 (5.19%) Ansible
Vendors
1 27 (35.06%) Oracle
2 5 (6.49%) Talend
3 4 (5.19%) MicroStrategy
4 3 (3.90%) Cognos
4 3 (3.90%) Microsoft
4 3 (3.90%) webMethods
5 2 (2.60%) Alteryx
6 1 (1.30%) Charles River
6 1 (1.30%) Cloudera
6 1 (1.30%) IBM
6 1 (1.30%) Informatica
6 1 (1.30%) MapR
6 1 (1.30%) Pega
6 1 (1.30%) SAP
6 1 (1.30%) Tableau
6 1 (1.30%) Twitter
Glasgow, Lanarkshire
Spring Technology
Rate: £225.00 - £325.00 per day
Posted: 4 days ago