Period
to 18 November 2017

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 6 months to 18 November 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
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 127 124 133
Rank change year-on-year -3 +9 -
Contract jobs citing Data Visualisation 7 3 1
As % of all contract IT jobs advertised in Edinburgh 0.24% 0.14% 0.031%
As % of the Processes & Methodologies category 0.29% 0.17% 0.037%
Number of daily rates quoted 5 2 1
Edinburgh median daily rate £400 £500 £375
Median daily rate % change year-on-year -20.00% +33.33% -
10th Percentile £318 £403 £363
90th Percentile £431 £598 £388
Scotland median daily rate £415 £450 £350
% change year-on-year -7.78% +28.57% -6.67%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate £24.00 - -

Data Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2450 1813 2673
As % of all contract IT jobs advertised in Edinburgh 84.22% 84.09% 83.14%
Number of daily rates quoted 1431 1035 1385
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £263 £260 £263
90th Percentile £550 £525 £525
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 18 26 21
Edinburgh median hourly rate £21.00 £19.75 £19.02
Median hourly rate % change year-on-year +6.33% +3.84% +20.61%
10th Percentile £11.22 £11.25 £12.00
90th Percentile £37.52 £46.69 £40.38
Scotland median hourly rate £25.00 £22.75 £25.61
% change year-on-year +9.89% -11.17% +17.75%

Data Visualisation
Job Vacancy Trend in Edinburgh

Job postings citing Data Visualisation as a percentage of all IT jobs advertised in Edinburgh.

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 18 November 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 7 (100.00%) Visualisation
2 4 (57.14%) SQL Server
2 4 (57.14%) SQL
3 3 (42.86%) Oracle
3 3 (42.86%) Data Modelling
3 3 (42.86%) Data Analysis
4 2 (28.57%) Software Engineering
4 2 (28.57%) Open Source
4 2 (28.57%) ASP.NET MVC
4 2 (28.57%) BDD
4 2 (28.57%) Web Development
4 2 (28.57%) .NET Framework
4 2 (28.57%) JSON
4 2 (28.57%) JIRA
4 2 (28.57%) WCF
4 2 (28.57%) WPF
4 2 (28.57%) Continuous Integration
4 2 (28.57%) Continuous Improvement
4 2 (28.57%) Redmine
4 2 (28.57%) SpecFlow
4 2 (28.57%) Analytics
4 2 (28.57%) Twitter Bootstrap
4 2 (28.57%) Enterprise Software
4 2 (28.57%) Mentoring
4 2 (28.57%) Service Delivery
4 2 (28.57%) MVC
4 2 (28.57%) Business Intelligence
4 2 (28.57%) Microsoft
4 2 (28.57%) WinForms
4 2 (28.57%) NUnit

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:

Database & Business Intelligence
1 4 (57.14%) SQL Server
2 2 (28.57%) SQL Server Reporting Services
3 1 (14.29%) Big Data
3 1 (14.29%) Data Lake
3 1 (14.29%) Data Warehouse
3 1 (14.29%) Enterprise Data Warehouse
3 1 (14.29%) Power BI
3 1 (14.29%) RDBMS
3 1 (14.29%) Relational Database
Development Applications
1 2 (28.57%) JIRA
1 2 (28.57%) NUnit
1 2 (28.57%) Redmine
1 2 (28.57%) SpecFlow
2 1 (14.29%) ERwin
General
1 1 (14.29%) Banking
1 1 (14.29%) Retail Banking
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) .NET Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Data Analyst
3 1 (14.29%) Data Modeller
3 1 (14.29%) Data Scientist
3 1 (14.29%) Data Visualisation Analyst
3 1 (14.29%) Power BI Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) .NET
1 2 (28.57%) .NET Framework
1 2 (28.57%) ASP.NET
1 2 (28.57%) ASP.NET MVC
1 2 (28.57%) ASP.NET Web API
1 2 (28.57%) CSS
1 2 (28.57%) HTML
1 2 (28.57%) JSON
1 2 (28.57%) LESS
1 2 (28.57%) Twitter Bootstrap
1 2 (28.57%) WCF
1 2 (28.57%) Web Services
1 2 (28.57%) WinForms
1 2 (28.57%) WPF
1 2 (28.57%) XML
1 2 (28.57%) XSLT
Miscellaneous
1 2 (28.57%) Enterprise Software
2 1 (14.29%) Data Structures
2 1 (14.29%) Private Cloud
Operating Systems
1 2 (28.57%) Windows
Processes & Methodologies
1 7 (100.00%) Visualisation
2 3 (42.86%) Data Analysis
2 3 (42.86%) Data Modelling
3 2 (28.57%) Analytics
3 2 (28.57%) BDD
3 2 (28.57%) Business Intelligence
3 2 (28.57%) Continuous Improvement
3 2 (28.57%) Continuous Integration
3 2 (28.57%) Mentoring
3 2 (28.57%) MVC
3 2 (28.57%) Open Source
3 2 (28.57%) Project Management
3 2 (28.57%) Service Delivery
3 2 (28.57%) Software Engineering
3 2 (28.57%) Test Automation
3 2 (28.57%) Web Development
4 1 (14.29%) Data Integration
4 1 (14.29%) Enterprise Architecture
4 1 (14.29%) Machine Learning
4 1 (14.29%) Statistical Modelling
Programming Languages
1 4 (57.14%) SQL
2 2 (28.57%) C#
2 2 (28.57%) PL/SQL
2 2 (28.57%) T-SQL
3 1 (14.29%) JavaScript
3 1 (14.29%) MATLAB
3 1 (14.29%) Python
3 1 (14.29%) R
Systems Management
1 2 (28.57%) Kibana
Vendors
1 3 (42.86%) Oracle
2 2 (28.57%) Microsoft