The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 23 June 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.

Data Visualization
Scotland / Edinburgh
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 76 97 86
Rank change year-on-year +21 -11  
Contract jobs citing Data Visualisation 6 1 1
As % of all contract IT jobs advertised in Edinburgh 0.50% 0.074% 0.069%
As % of the Processes & Methodologies category 0.60% 0.086% 0.083%
Number of daily rates quoted 1 1 0
Median daily rate £425 £425 -
UK excluding London median daily rate £450 £500 £388
% change year-on-year -10.00% +29.03%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £49.00 £15.00
% change year-on-year - +226.66%  

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 Edinburgh with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Edinburgh
Contract job vacancies with a requirement for process and methodology skills 1007 1158 1200
As % of all contract IT job vacancies advertised in Edinburgh 83.71% 85.40% 82.47%
Number of daily rates quoted 593 637 640
Median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.66%  
90% offered a daily rate of more than £300 £292 £275
10% offered a daily rate of more than £600 £525 £500
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 9 8 14
Median hourly rate £15.86 £40.00 £40.00
Median hourly rate % change year-on-year -60.35% -  
90% offered a hourly rate of more than £14.50 £12.05 £14.00
10% offered a hourly rate of more than £43.39 £42.50 £42.50
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Visualisation
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh 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 Edinburgh

Data Visualisation
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Visualisation in Edinburgh

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

1 10 (100.00%) Visualisation
2 5 (50.00%) Analytics
3 4 (40.00%) JavaScript
3 4 (40.00%) SQL
3 4 (40.00%) HTML
3 4 (40.00%) CSS
3 4 (40.00%) Data Warehouse
3 4 (40.00%) Data Modelling
3 4 (40.00%) ETL
3 4 (40.00%) Tableau
3 4 (40.00%) Agile Software Development
4 3 (30.00%) Google
4 3 (30.00%) Retail Banking
4 3 (30.00%) Google Analytics
4 3 (30.00%) ClickTale
4 3 (30.00%) SAS
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Publishing
4 3 (30.00%) Microsoft Excel
4 3 (30.00%) Banking
4 3 (30.00%) Retail
4 3 (30.00%) Data Structures
4 3 (30.00%) Google Tag Manager
4 3 (30.00%) Digital Analytics
4 3 (30.00%) UserZoom
4 3 (30.00%) SessionCam
4 3 (30.00%) A/B Testing
4 3 (30.00%) Conversion Rate Optimisation
5 2 (20.00%) Master Data Management
5 2 (20.00%) Relational Database

Data Visualisation
Co-occurring 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 (30.00%) SAS
Applications
1 3 (30.00%) Microsoft Excel
1 3 (30.00%) UserZoom
Business Applications
1 3 (30.00%) SessionCam
Cloud Services
1 3 (30.00%) Google Analytics
1 3 (30.00%) Google Tag Manager
Communications & Networking
1 1 (10.00%) HTTP
Database & Business Intelligence
1 4 (40.00%) Data Warehouse
2 2 (20.00%) Hadoop
2 2 (20.00%) OLAP
2 2 (20.00%) RDBMS
2 2 (20.00%) Relational Database
3 1 (10.00%) BusinessObjects
3 1 (10.00%) Data Lake
3 1 (10.00%) Enterprise Data Warehouse
3 1 (10.00%) NoSQL
3 1 (10.00%) Power BI
3 1 (10.00%) QlikView
Development Applications
1 2 (20.00%) ERwin
2 1 (10.00%) Cucumber
2 1 (10.00%) Jenkins
2 1 (10.00%) Selenium
General
1 3 (30.00%) Banking
1 3 (30.00%) Publishing
1 3 (30.00%) Retail
1 3 (30.00%) Retail Banking
Job Titles
1 5 (50.00%) Analyst
2 3 (30.00%) Digital Analyst
3 2 (20.00%) Data Modeller
3 2 (20.00%) Designer
3 2 (20.00%) Digital Analytics Analyst
3 2 (20.00%) Google Analytics Analyst
3 2 (20.00%) Solutions Designer
4 1 (10.00%) Business Analyst
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) Data Analyst
4 1 (10.00%) Developer
4 1 (10.00%) Digital Business Analyst
4 1 (10.00%) Power BI Developer
4 1 (10.00%) Report Analyst
Libraries, Frameworks & Software Standards
1 4 (40.00%) CSS
1 4 (40.00%) HTML
2 1 (10.00%) AngularJS
2 1 (10.00%) Regular Expression
2 1 (10.00%) Spring
Miscellaneous
1 3 (30.00%) Data Structures
2 2 (20.00%) Taxonomies
3 1 (10.00%) Private Cloud
3 1 (10.00%) User Experience
Processes & Methodologies
1 10 (100.00%) Visualisation
2 5 (50.00%) Analytics
3 4 (40.00%) Agile Software Development
3 4 (40.00%) Data Modelling
3 4 (40.00%) ETL
4 3 (30.00%) A/B Testing
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Conversion Rate Optimisation
4 3 (30.00%) Digital Analytics
5 2 (20.00%) Data Analysis
5 2 (20.00%) Data Architecture
5 2 (20.00%) Data Integration
5 2 (20.00%) Data Management
5 2 (20.00%) Enterprise Architecture
5 2 (20.00%) Master Data Management
5 2 (20.00%) Ontologies
6 1 (10.00%) Continuous Improvement
6 1 (10.00%) Continuous Integration
6 1 (10.00%) Test Automation
6 1 (10.00%) Web Development
Programming Languages
1 4 (40.00%) JavaScript
1 4 (40.00%) SQL
2 1 (10.00%) Java
2 1 (10.00%) Python
2 1 (10.00%) Ruby
2 1 (10.00%) Scala
Qualifications
1 1 (10.00%) Degree
1 1 (10.00%) Oracle Certification
Systems Management
1 1 (10.00%) Puppet
Vendors
1 4 (40.00%) Tableau
2 3 (30.00%) ClickTale
2 3 (30.00%) Google
3 2 (20.00%) Cloudera
3 2 (20.00%) Oracle
3 2 (20.00%) Teradata