The table below looks at the prevalence of the term Visualisation in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Visualisation 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
Visualisation
Rank 97 98 120
Rank change year-on-year
+1 +22
Contract jobs citing Visualisation 22 35 11
As % of all contract IT jobs located in Scotland 1.11% 1.21% 0.39%
As % of the Miscellaneous category 3.06% 3.60% 1.44%
Number of daily rates quoted 10 20 2
Median daily rate £494 £400 £413
Median daily rate % change year-on-year
+23.50% -3.03%
90% offered a daily rate of more than £445 £330 £383
10% offered a daily rate of more than £600 £525 £443
UK excluding London median daily rate £425 £420 £375
% change year-on-year
+1.19% +12.00%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £11.00
UK excluding London median hourly rate £26.00 £40.75 £19.00
% change year-on-year
-36.19% +114.47%
Visualisation
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised in the Scotland region.

Miscellaneous Category
Scotland
Contract IT job ads with a match in the
Miscellaneous category
718 971 763
As % of all contract IT jobs located in Scotland 36.34% 33.61% 26.83%
Number of daily rates quoted 440 492 399
Median daily rate £350 £350 £370
Median daily rate % change year-on-year
- -5.40%
90% offered a daily rate of more than £250 £165 £225
10% offered a daily rate of more than £475 £500 £500
UK excluding London median daily rate £377 £385 £363
% change year-on-year
-2.14% +6.20%
Number of hourly rates quoted 18 28 21
Median hourly rate £40.25 £36.00 £15.77
Median hourly rate % change year-on-year
+11.80% +128.28%
90% offered a hourly rate of more than £13.45 £12.87 £11.00
10% offered a hourly rate of more than £52.00 £46.00 £40.00
UK excluding London median hourly rate £18.75 £19.50 £16.84
% change year-on-year
-3.84% +15.79%

Visualisation
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Visualisation as a proportion of all IT contracts with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Scotland

Visualisation
Daily Rate Trend in Scotland

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

Visualisation Daily Rate Trend in Scotland

Visualisation
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Visualisation across the Scotland region over the 3 months to 3 December 2016.

Visualisation Daily Rate Histogram in Scotland

Visualisation
Hourly Rate Trend in Scotland

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

Visualisation Hourly Rate Trend in Scotland

Visualisation
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 Visualisation 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
Glasgow +10 14 £450 +28.57%
Edinburgh +6 2 £575 +27.77%
Aberdeen -9 1 - -
North Lanarkshire - 1 - -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 3 December 2016, IT contractor jobs citing Visualisation 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 Visualisation.

1 14 (45.16%) Data Visualisation
2 10 (32.26%) HTML
2 10 (32.26%) Analytics
3 9 (29.03%) ETL
3 9 (29.03%) Business Intelligence
4 8 (25.81%) JavaScript
4 8 (25.81%) SQL
5 7 (22.58%) Agile Software Development
5 7 (22.58%) Banking
5 7 (22.58%) CSS
6 6 (19.35%) Data Management
7 5 (16.13%) jQuery
7 5 (16.13%) RDF
7 5 (16.13%) Data Warehouse
7 5 (16.13%) Data Modelling
7 5 (16.13%) .NET
7 5 (16.13%) Linked Data
7 5 (16.13%) HTML5
8 4 (12.90%) Microsoft Azure
8 4 (12.90%) MongoDB
8 4 (12.90%) Apache Cassandra
8 4 (12.90%) NoSQL
8 4 (12.90%) Analytical Skills
8 4 (12.90%) Apache Spark
8 4 (12.90%) SQL Server
8 4 (12.90%) Python
8 4 (12.90%) BusinessObjects
8 4 (12.90%) Management Information System
8 4 (12.90%) MVC
8 4 (12.90%) Finance

Visualisation
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 4 (12.90%) Apache Spark
2 3 (9.68%) CMS
2 3 (9.68%) Umbraco
Applications
1 3 (9.68%) MS Excel
2 1 (3.23%) MS Office
Business Applications
1 1 (3.23%) Oracle ERP
1 1 (3.23%) Teamcenter
Cloud Services
1 4 (12.90%) Microsoft Azure
2 2 (6.45%) Amazon AWS
3 1 (3.23%) PaaS
3 1 (3.23%) SaaS
Database & Business Intelligence
1 5 (16.13%) Data Warehouse
2 4 (12.90%) Apache Cassandra
2 4 (12.90%) BusinessObjects
2 4 (12.90%) MongoDB
2 4 (12.90%) NoSQL
2 4 (12.90%) QlikView
2 4 (12.90%) SQL Server
2 4 (12.90%) SQL Server Integration Services
3 3 (9.68%) Looker
3 3 (9.68%) Power BI
3 3 (9.68%) Relational Database
3 3 (9.68%) Spatial Data
4 2 (6.45%) Azure SQL Database
4 2 (6.45%) Big Data
4 2 (6.45%) GIS
4 2 (6.45%) Pentaho
4 2 (6.45%) QGIS
4 2 (6.45%) SQL Server 2012
4 2 (6.45%) SQL Server Reporting Services
5 1 (3.23%) Data Mining
Development Applications
1 3 (9.68%) Visual Studio
2 2 (6.45%) Talend Open Studio
General
1 7 (22.58%) Banking
2 4 (12.90%) Finance
3 3 (9.68%) Legal
4 1 (3.23%) Advertising
4 1 (3.23%) Front Office
4 1 (3.23%) Investment Banking
4 1 (3.23%) Manufacturing
Job Titles
1 12 (38.71%) Architect
2 9 (29.03%) Analyst
3 8 (25.81%) Data Analyst
4 7 (22.58%) Developer
5 6 (19.35%) Data Architect
6 5 (16.13%) Business Intelligence Architect
7 3 (9.68%) Integration Architect
7 3 (9.68%) Senior Analyst
7 3 (9.68%) Senior Data Analyst
8 2 (6.45%) Audit Manager
8 2 (6.45%) Cloud Developer
8 2 (6.45%) IT Audit Manager
8 2 (6.45%) IT Manager
8 2 (6.45%) Java Developer
8 2 (6.45%) SQL BI Architect
8 2 (6.45%) SQL Developer
9 1 (3.23%) .NET Developer
9 1 (3.23%) Big Data Architect
9 1 (3.23%) IT Risk Analyst
9 1 (3.23%) Spatial Architect
Libraries, Frameworks & Software Standards
1 10 (32.26%) HTML
2 7 (22.58%) CSS
3 5 (16.13%) .NET
3 5 (16.13%) HTML5
3 5 (16.13%) jQuery
4 3 (9.68%) .NET Framework
4 3 (9.68%) Ajax
4 3 (9.68%) CSS3
4 3 (9.68%) D3.js
4 3 (9.68%) Twitter Bootstrap
5 2 (6.45%) AngularJS
5 2 (6.45%) Apache CXF
5 2 (6.45%) Apache Flex
5 2 (6.45%) J2EE
5 2 (6.45%) JSON
5 2 (6.45%) Middleware
5 2 (6.45%) PostGIS
5 2 (6.45%) REST
5 2 (6.45%) SOAP
5 2 (6.45%) XML
Miscellaneous
1 5 (16.13%) Linked Data
2 4 (12.90%) Analytical Skills
2 4 (12.90%) Management Information System
3 3 (9.68%) Data Integration
4 2 (6.45%) Fixed Income
4 2 (6.45%) Foreign Exchange (FX)
4 2 (6.45%) Ontologies
4 2 (6.45%) Web 2.0
5 1 (3.23%) CMDB
5 1 (3.23%) Equities
5 1 (3.23%) Private Cloud
5 1 (3.23%) Remote Sensing
5 1 (3.23%) User Experience
Operating Systems
1 2 (6.45%) Linux
1 2 (6.45%) Unix
Processes & Methodologies
1 14 (45.16%) Data Visualisation
2 10 (32.26%) Analytics
3 9 (29.03%) Business Intelligence
3 9 (29.03%) ETL
4 7 (22.58%) Agile Software Development
5 6 (19.35%) Data Management
6 5 (16.13%) Data Modelling
6 5 (16.13%) RDF
7 4 (12.90%) Data Architecture
7 4 (12.90%) MVC
8 3 (9.68%) Internal Audit
8 3 (9.68%) Migration
8 3 (9.68%) Risk Assessment
9 2 (6.45%) Business Transformation
9 2 (6.45%) Data Analytics
9 2 (6.45%) Data Migration
9 2 (6.45%) Enterprise Architecture
9 2 (6.45%) ETL Development
9 2 (6.45%) IT Audit
9 2 (6.45%) SEO
Programming Languages
1 8 (25.81%) JavaScript
1 8 (25.81%) SQL
2 4 (12.90%) Python
3 3 (9.68%) SPARQL
4 2 (6.45%) C#
4 2 (6.45%) Java
4 2 (6.45%) T-SQL
5 1 (3.23%) C
5 1 (3.23%) C++
5 1 (3.23%) Shell Script
5 1 (3.23%) VBA
5 1 (3.23%) VBScript
Qualifications
1 1 (3.23%) Oracle Certification
1 1 (3.23%) Postgraduate
Quality Assurance & Compliance
1 3 (9.68%) Disclosure Scotland
2 2 (6.45%) WCAG
3 1 (3.23%) BS7666
3 1 (3.23%) QA
System Software
1 1 (3.23%) Hyper-V
Vendors
1 3 (9.68%) Oracle
1 3 (9.68%) Tableau
2 2 (6.45%) Microsoft
2 2 (6.45%) Talend
3 1 (3.23%) Cognos
3 1 (3.23%) Logi Analytics
3 1 (3.23%) Telerik
3 1 (3.23%) TIBCO
3 1 (3.23%) Twitter