Period
to 15 July 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Visualisation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Visualisation over the 6 months to 15 July 2018 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.

Visualization
Scotland > Edinburgh
6 months to
15 Jul 2018
Same period 2017 Same period 2016
Rank 114 102 124
Rank change year-on-year -12 +22 -6
Contract jobs citing Visualisation 29 15 16
As % of all contract IT jobs advertised in Edinburgh 0.95% 0.67% 0.56%
As % of the Processes & Methodologies category 1.09% 0.79% 0.66%
Number of daily rates quoted 18 7 5
Edinburgh median daily rate £436 £500 £405
Median daily rate % change year-on-year -12.75% +23.46% -7.43%
10th Percentile £368 £437 £387
90th Percentile £488 £500 £453
Scotland median daily rate £425 £475 £403
% change year-on-year -10.53% +17.87% +4.00%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

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 2,655 1,897 2,419
As % of all contract IT jobs advertised in Edinburgh 87.36% 84.24% 85.27%
Number of daily rates quoted 1,549 1,168 1,339
Edinburgh median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £293 £260 £270
90th Percentile £575 £550 £550
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 24 19 12
Edinburgh median hourly rate £26.75 £15.86 £15.82
Median hourly rate % change year-on-year +68.66% +0.28% -26.44%
10th Percentile £10.75 £12.23 £11.05
90th Percentile £45.96 £43.39 £43.63
Scotland median hourly rate £17.40 £27.50 £36.00
% change year-on-year -36.73% -23.61% +31.05%

Visualisation
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Visualisation in Edinburgh

Visualisation
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Visualisation in Edinburgh

Visualisation
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Visualisation in Edinburgh over the 6 months to 15 July 2018.

Contractor daily rate histogram for Visualisation in Edinburgh

For the 6 months to 15 July 2018, IT contractor jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Visualisation.

1 14 (48.28%) Data Visualisation
2 12 (41.38%) Agile Software Development
3 11 (37.93%) Banking
3 11 (37.93%) SQL
4 10 (34.48%) CSS
4 10 (34.48%) JavaScript
5 9 (31.03%) Java
6 8 (27.59%) Python
6 8 (27.59%) Microsoft Azure
6 8 (27.59%) Amazon AWS
6 8 (27.59%) User Experience
7 7 (24.14%) Analytics
7 7 (24.14%) Hadoop
7 7 (24.14%) Git (software)
7 7 (24.14%) Business Intelligence
7 7 (24.14%) HTML
7 7 (24.14%) TDD
8 6 (20.69%) Scrum
8 6 (20.69%) Degree
8 6 (20.69%) Enterprise Data Warehouse
8 6 (20.69%) Front End Development
8 6 (20.69%) Power BI
8 6 (20.69%) Data Lake
9 5 (17.24%) Analytical Skills
9 5 (17.24%) Statistics
9 5 (17.24%) Computer Science
9 5 (17.24%) Finance
9 5 (17.24%) Linux
10 4 (13.79%) Data Modelling
10 4 (13.79%) GIS

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 (10.34%) GeoServer
2 1 (3.45%) Apache
2 1 (3.45%) Apache Pig
2 1 (3.45%) Apache Spark
2 1 (3.45%) Blackboard Learn
2 1 (3.45%) CMS
2 1 (3.45%) Moodle
2 1 (3.45%) SAS
2 1 (3.45%) Skype for Business
2 1 (3.45%) WordPress
Applications
1 1 (3.45%) 3ds Max
1 1 (3.45%) Adobe Illustrator
1 1 (3.45%) Chatbot
1 1 (3.45%) Maya
1 1 (3.45%) Photoshop
Cloud Services
1 8 (27.59%) Amazon AWS
1 8 (27.59%) Microsoft Azure
2 3 (10.34%) Amazon EC2
2 3 (10.34%) npm
2 3 (10.34%) Yarn
3 2 (6.90%) GitHub
4 1 (3.45%) Amazon SageMaker
4 1 (3.45%) Azure Machine Learning
4 1 (3.45%) Google Analytics
4 1 (3.45%) Google Cloud Platform
4 1 (3.45%) Lucidchart
Communications & Networking
1 2 (6.90%) Firewall
1 2 (6.90%) Skype
2 1 (3.45%) DNS
2 1 (3.45%) HTTPS
2 1 (3.45%) LAN
2 1 (3.45%) NetScaler
2 1 (3.45%) Network Security
2 1 (3.45%) SSL
2 1 (3.45%) Unified Communications
Database & Business Intelligence
1 7 (24.14%) Hadoop
2 6 (20.69%) Data Lake
2 6 (20.69%) Enterprise Data Warehouse
2 6 (20.69%) Power BI
3 4 (13.79%) GIS
4 3 (10.34%) NoSQL
4 3 (10.34%) QGIS
5 1 (3.45%) Apache Hive
5 1 (3.45%) Big Data
5 1 (3.45%) BusinessObjects
5 1 (3.45%) Oracle BI EE
5 1 (3.45%) Oracle Discoverer
5 1 (3.45%) QlikView
Development Applications
1 7 (24.14%) Git (software)
2 3 (10.34%) Babel
2 3 (10.34%) Mocha
2 3 (10.34%) Subversion
2 3 (10.34%) webpack
3 2 (6.90%) Axure RP
3 2 (6.90%) Jenkins
4 1 (3.45%) Balsamiq Mockups
4 1 (3.45%) Dreamweaver
4 1 (3.45%) JUnit
4 1 (3.45%) TeamCity
4 1 (3.45%) Vagrant
General
1 11 (37.93%) Banking
2 5 (17.24%) Finance
3 4 (13.79%) Retail Banking
4 3 (10.34%) Publishing
5 2 (6.90%) Investment Banking
6 1 (3.45%) Legal
6 1 (3.45%) Private Banking
Job Titles
1 14 (48.28%) Developer
2 6 (20.69%) Business Intelligence Developer
2 6 (20.69%) Power BI Developer
3 5 (17.24%) JavaScript Developer
4 3 (10.34%) Data Scientist
4 3 (10.34%) Designer
4 3 (10.34%) Java Developer
4 3 (10.34%) React Developer
5 2 (6.90%) Analyst
5 2 (6.90%) Front End Developer (Client-Side Developer)
5 2 (6.90%) GIS Developer
6 1 (3.45%) Business Intelligence Analyst
6 1 (3.45%) Citrix Specialist
6 1 (3.45%) Consultant
6 1 (3.45%) HTML Developer
6 1 (3.45%) Senior Developer
6 1 (3.45%) Senior Java Developer
6 1 (3.45%) Technical Business Analyst
6 1 (3.45%) UI Designer
6 1 (3.45%) UX Designer
Libraries, Frameworks & Software Standards
1 10 (34.48%) CSS
2 7 (24.14%) HTML
3 4 (13.79%) AngularJS
4 3 (10.34%) .NET
4 3 (10.34%) Chai
4 3 (10.34%) Enzyme
4 3 (10.34%) jQuery
4 3 (10.34%) Node.js
4 3 (10.34%) OpenLayers
4 3 (10.34%) PostGIS
4 3 (10.34%) React
4 3 (10.34%) Redux
4 3 (10.34%) Sass
5 2 (6.90%) Bokeh
5 2 (6.90%) D3.js
5 2 (6.90%) ggplot
5 2 (6.90%) HTML5
5 2 (6.90%) Seaborn
6 1 (3.45%) CSS3
6 1 (3.45%) REST
Miscellaneous
1 8 (27.59%) User Experience
2 5 (17.24%) Analytical Skills
2 5 (17.24%) Computer Science
3 3 (10.34%) Cloud Native
3 3 (10.34%) Data Structures
3 3 (10.34%) Private Cloud
4 2 (6.90%) Fat Client
4 2 (6.90%) Thin Client
5 1 (3.45%) Blog
5 1 (3.45%) Client/Server
5 1 (3.45%) Cyber Kill Chain
5 1 (3.45%) Cyberthreat
5 1 (3.45%) Graphic Design
5 1 (3.45%) Linux Command Line
5 1 (3.45%) Management Information System
5 1 (3.45%) Security Operations Centre
5 1 (3.45%) VLE
Operating Systems
1 5 (17.24%) Linux
2 2 (6.90%) Unix
2 2 (6.90%) Windows
Processes & Methodologies
1 14 (48.28%) Data Visualisation
2 12 (41.38%) Agile Software Development
3 7 (24.14%) Analytics
3 7 (24.14%) Business Intelligence
3 7 (24.14%) TDD
4 6 (20.69%) Front End Development
4 6 (20.69%) Scrum
5 5 (17.24%) Statistics
6 4 (13.79%) Data Analytics
6 4 (13.79%) Data Modelling
6 4 (13.79%) Data Science
6 4 (13.79%) Kanban
7 3 (10.34%) Artificial Intelligence
7 3 (10.34%) BDD
7 3 (10.34%) Continuous Integration
7 3 (10.34%) Isomorphic JavaScript
7 3 (10.34%) Machine Learning
7 3 (10.34%) Mathematics
7 3 (10.34%) Responsive Web Design
8 2 (6.90%) Software Engineering
Programming Languages
1 11 (37.93%) SQL
2 10 (34.48%) JavaScript
3 9 (31.03%) Java
4 8 (27.59%) Python
5 3 (10.34%) C#
5 3 (10.34%) ES6
5 3 (10.34%) Perl
5 3 (10.34%) R
6 2 (6.90%) C++
7 1 (3.45%) PL/SQL
7 1 (3.45%) Scala
Qualifications
1 6 (20.69%) Degree
2 3 (10.34%) Computer Science Degree
3 2 (6.90%) PhD
4 1 (3.45%) CITP
4 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 1 (3.45%) GDPR
1 1 (3.45%) QA
System Software
1 3 (10.34%) Docker
1 3 (10.34%) GeoWebCache
2 1 (3.45%) Virtual Machines
2 1 (3.45%) XenApp
2 1 (3.45%) XenDesktop
Systems Management
1 1 (3.45%) Ambari
1 1 (3.45%) Opscode Chef
1 1 (3.45%) Single Sign-On
1 1 (3.45%) XenMobile
Vendors
1 3 (10.34%) Google
1 3 (10.34%) Microsoft
1 3 (10.34%) Splunk
1 3 (10.34%) Teradata
2 2 (6.90%) Oracle
3 1 (3.45%) Adobe
3 1 (3.45%) Blackboard
3 1 (3.45%) CA
3 1 (3.45%) Citrix
3 1 (3.45%) Cloudera
3 1 (3.45%) IBM
3 1 (3.45%) Mitel
3 1 (3.45%) Pega
3 1 (3.45%) Rackspace
3 1 (3.45%) Salesforce.com
3 1 (3.45%) ServiceNow