The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Data Visualisation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Visualisation over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Visualization
UK / Scotland
Rank 101 - 123
Rank change year-on-year - 0  
Contract jobs citing Data Visualisation 6 0 4
As % of all contract IT jobs advertised in Scotland 0.34% - 0.14%
As % of the Processes & Methodologies category 0.41% - 0.17%
Number of daily rates quoted 4 0 3
Median daily rate £405 - £375
90% offered a daily rate of more than £233 - £355
10% offered a daily rate of more than £500 - £395
UK excluding London median daily rate £425 £525 £400
% change year-on-year -19.04% +31.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.49 £48.50 -
% change year-on-year -12.39% -  

Data Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Scotland
Contract job vacancies with a requirement for process and methodology skills 1471 2157 2318
As % of all contract IT job vacancies advertised in Scotland 83.82% 83.35% 81.22%
Number of daily rates quoted 896 1208 1275
Median daily rate £390 £395 £400
Median daily rate % change year-on-year -1.26% -1.25%  
90% offered a daily rate of more than £263 £260 £270
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 26 32 41
Median hourly rate £35.50 £39.00 £29.25
Median hourly rate % change year-on-year -8.97% +33.33%  
90% offered a hourly rate of more than £12.00 £13.45 £12.10
10% offered a hourly rate of more than £46.00 £50.00 £50.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Visualisation
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Visualisation as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Visualisation in Scotland

Data Visualisation
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Data Visualisation in Scotland

Data Visualisation
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Data Visualisation in Scotland over the 3 months to 25 March 2017.

Contractor daily rate histogram for Data Visualisation in Scotland

Data 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 Data Visualisation within the Scotland region over the 3 months to 25 March 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 - 3 £500 - 3
Glasgow - 3 £255 -
Data Visualisation
UK

Data Visualisation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 March 2017, IT contractor jobs citing Data 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 Data Visualisation.

1 18 (100.00%) Visualisation
2 9 (50.00%) ETL
3 8 (44.44%) Data Modelling
4 7 (38.89%) SQL
5 6 (33.33%) Business Intelligence
6 5 (27.78%) BusinessObjects
6 5 (27.78%) HTML
6 5 (27.78%) JavaScript
6 5 (27.78%) CSS
6 5 (27.78%) Data Management
6 5 (27.78%) QlikView
7 4 (22.22%) Agile Software Development
7 4 (22.22%) MVC
7 4 (22.22%) Tableau
7 4 (22.22%) Power BI
8 3 (16.67%) SQL Server 2012
8 3 (16.67%) Apache Spark
8 3 (16.67%) MongoDB
8 3 (16.67%) Apache Cassandra
8 3 (16.67%) NoSQL
8 3 (16.67%) Azure SQL Database
8 3 (16.67%) Linked Data
8 3 (16.67%) Microsoft Azure
8 3 (16.67%) Data Architecture
8 3 (16.67%) RDF
8 3 (16.67%) SPARQL
8 3 (16.67%) Data Warehouse
8 3 (16.67%) T-SQL
8 3 (16.67%) SQL Server
8 3 (16.67%) Banking

Data 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 3 (16.67%) Apache Spark
2 2 (11.11%) CMS
2 2 (11.11%) SAS
2 2 (11.11%) Umbraco
3 1 (5.56%) SharePoint
Applications
1 1 (5.56%) MS Excel
Cloud Services
1 3 (16.67%) Microsoft Azure
Database & Business Intelligence
1 5 (27.78%) BusinessObjects
1 5 (27.78%) QlikView
2 4 (22.22%) Power BI
3 3 (16.67%) Apache Cassandra
3 3 (16.67%) Azure SQL Database
3 3 (16.67%) Data Warehouse
3 3 (16.67%) MongoDB
3 3 (16.67%) NoSQL
3 3 (16.67%) SQL Server
3 3 (16.67%) SQL Server 2012
3 3 (16.67%) SQL Server Integration Services
4 2 (11.11%) Hadoop
4 2 (11.11%) OLAP
4 2 (11.11%) Pentaho
4 2 (11.11%) Relational Database
5 1 (5.56%) Big Data
5 1 (5.56%) RDBMS
Development Applications
1 2 (11.11%) Talend Open Studio
1 2 (11.11%) Visual Studio
General
1 3 (16.67%) Banking
2 2 (11.11%) Finance
2 2 (11.11%) Retail
2 2 (11.11%) Retail Banking
Job Titles
1 7 (38.89%) Architect
2 5 (27.78%) Developer
3 4 (22.22%) Data Architect
4 3 (16.67%) Analyst
4 3 (16.67%) Business Intelligence Architect
4 3 (16.67%) Designer
4 3 (16.67%) SQL BI Architect
5 2 (11.11%) Business Intelligence Consultant
5 2 (11.11%) Business Intelligence Developer
5 2 (11.11%) Consultant
5 2 (11.11%) Data Analyst
5 2 (11.11%) Data Model Consultant
5 2 (11.11%) Front End Developer (Client-Side Developer)
5 2 (11.11%) Power BI Consultant
5 2 (11.11%) Solutions Designer
6 1 (5.56%) JavaScript Developer
6 1 (5.56%) Lead Architect
6 1 (5.56%) Report Analyst
6 1 (5.56%) Senior UI Developer
6 1 (5.56%) UI Developer
Libraries, Frameworks & Software Standards
1 5 (27.78%) CSS
1 5 (27.78%) HTML
2 3 (16.67%) Ajax
3 2 (11.11%) .NET
3 2 (11.11%) .NET Framework
3 2 (11.11%) AngularJS
3 2 (11.11%) Backbone.js
3 2 (11.11%) CSS3
3 2 (11.11%) D3.js
3 2 (11.11%) HTML5
3 2 (11.11%) jQuery
3 2 (11.11%) Twitter Bootstrap
3 2 (11.11%) XML
4 1 (5.56%) Apache Flex
4 1 (5.56%) LESS
4 1 (5.56%) Sass
4 1 (5.56%) WebSockets
Miscellaneous
1 3 (16.67%) Linked Data
2 2 (11.11%) Data Structures
2 2 (11.11%) Management Information System
2 2 (11.11%) Taxonomies
2 2 (11.11%) Web 2.0
3 1 (5.56%) User Experience
Processes & Methodologies
1 18 (100.00%) Visualisation
2 9 (50.00%) ETL
3 8 (44.44%) Data Modelling
4 6 (33.33%) Business Intelligence
5 5 (27.78%) Data Management
6 4 (22.22%) Agile Software Development
6 4 (22.22%) MVC
7 3 (16.67%) Data Architecture
7 3 (16.67%) RDF
8 2 (11.11%) Analytics
8 2 (11.11%) Data Integration
8 2 (11.11%) Front End Development
8 2 (11.11%) Logical Data Model
8 2 (11.11%) Master Data Management
8 2 (11.11%) Ontologies
8 2 (11.11%) Physical Data Model
8 2 (11.11%) SEO
9 1 (5.56%) Data Privacy
9 1 (5.56%) ETL Development
9 1 (5.56%) Software Architecture
Programming Languages
1 7 (38.89%) SQL
2 5 (27.78%) JavaScript
3 3 (16.67%) SPARQL
3 3 (16.67%) T-SQL
Qualifications
1 2 (11.11%) Degree
2 1 (5.56%) Oracle Certification
Quality Assurance & Compliance
1 2 (11.11%) Disclosure Scotland
1 2 (11.11%) WCAG
Vendors
1 4 (22.22%) Tableau
2 2 (11.11%) Cloudera
2 2 (11.11%) Talend
2 2 (11.11%) Teradata
2 2 (11.11%) Twitter
3 1 (5.56%) Anaplan
3 1 (5.56%) Oracle
3 1 (5.56%) SAP