Period
to 19 September 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 19 September 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
19 Sep 2018
Same period 2017 Same period 2016
Rank 98 101 118
Rank change year-on-year +3 +17 -1
Contract jobs citing Visualisation 41 29 11
As % of all contract IT jobs advertised in Edinburgh 1.38% 1.09% 0.45%
As % of the Processes & Methodologies category 1.56% 1.28% 0.53%
Number of daily rates quoted 23 16 2
Edinburgh median daily rate £425 £431 £425
Median daily rate % change year-on-year -1.45% +1.47% -5.56%
10th Percentile £362 £374 £390
90th Percentile £503 £563 £460
Scotland median daily rate £413 £463 £400
% change year-on-year -10.81% +15.63% -5.88%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - £24.00 -

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 2,620 2,262 2,077
As % of all contract IT jobs advertised in Edinburgh 88.22% 84.66% 85.40%
Number of daily rates quoted 1,414 1,327 1,187
Edinburgh median daily rate £414 £400 £396
Median daily rate % change year-on-year +3.44% +1.01% +5.60%
10th Percentile £275 £263 £270
90th Percentile £575 £560 £525
Scotland median daily rate £400 £388 £363
% change year-on-year +3.23% +6.90% -3.33%
Number of hourly rates quoted 29 21 19
Edinburgh median hourly rate £25.00 £15.86 £15.82
Median hourly rate % change year-on-year +57.63% +0.28% -4.15%
10th Percentile £10.75 £11.17 £10.96
90th Percentile £44.27 £43.39 £48.38
Scotland median hourly rate £24.00 £26.25 £32.50
% change year-on-year -8.57% -19.23% +54.76%

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 19 September 2018.

Contractor daily rate histogram for Visualisation in Edinburgh

For the 6 months to 19 September 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 26 (63.41%) Data Visualisation
2 20 (48.78%) SQL
3 18 (43.90%) Agile Software Development
4 17 (41.46%) Analytics
5 12 (29.27%) JavaScript
6 11 (26.83%) User Experience
7 10 (24.39%) Python
7 10 (24.39%) Finance
7 10 (24.39%) Hadoop
7 10 (24.39%) Amazon AWS
8 8 (19.51%) Banking
8 8 (19.51%) Data Modelling
8 8 (19.51%) Business Intelligence
8 8 (19.51%) CSS
8 8 (19.51%) Tableau
8 8 (19.51%) Data Analytics
9 7 (17.07%) Responsive Web Design
9 7 (17.07%) Analytical Skills
9 7 (17.07%) Oracle
9 7 (17.07%) Java
9 7 (17.07%) Microsoft Azure
10 6 (14.63%) Git (software)
10 6 (14.63%) Continuous Integration
10 6 (14.63%) TDD
10 6 (14.63%) Google
10 6 (14.63%) SQL Server
10 6 (14.63%) Migration
10 6 (14.63%) Teradata
10 6 (14.63%) webpack
10 6 (14.63%) R

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 (7.32%) SAS
2 1 (2.44%) Apache
2 1 (2.44%) Apache Spark
2 1 (2.44%) Blackboard Learn
2 1 (2.44%) CMS
2 1 (2.44%) Moodle
2 1 (2.44%) Skype for Business
2 1 (2.44%) WordPress
Applications
1 4 (9.76%) Microsoft Excel
2 2 (4.88%) Photoshop
3 1 (2.44%) 3ds Max
3 1 (2.44%) Adobe Illustrator
3 1 (2.44%) Chatbot
3 1 (2.44%) InVision
3 1 (2.44%) Maya
3 1 (2.44%) Microsoft Office
3 1 (2.44%) Microsoft PowerPoint
Business Applications
1 4 (9.76%) WebTrends
2 3 (7.32%) SessionCam
Cloud Services
1 10 (24.39%) Amazon AWS
2 7 (17.07%) Microsoft Azure
3 6 (14.63%) npm
3 6 (14.63%) Yarn
4 4 (9.76%) Google Analytics
4 4 (9.76%) Google Tag Manager
5 3 (7.32%) AdWords
6 2 (4.88%) Amazon EC2
7 1 (2.44%) Amazon SageMaker
7 1 (2.44%) Azure Machine Learning
7 1 (2.44%) GitHub
7 1 (2.44%) Google Cloud Platform
7 1 (2.44%) Lucidchart
7 1 (2.44%) Office 365
Communications & Networking
1 2 (4.88%) Skype
2 1 (2.44%) Firewall
2 1 (2.44%) HTTPS
2 1 (2.44%) LAN
2 1 (2.44%) NetScaler
2 1 (2.44%) SSL
2 1 (2.44%) Unified Communications
Database & Business Intelligence
1 10 (24.39%) Hadoop
2 6 (14.63%) Power BI
2 6 (14.63%) SQL Server
3 5 (12.20%) Data Lake
3 5 (12.20%) Enterprise Data Warehouse
3 5 (12.20%) MongoDB
3 5 (12.20%) Oracle Database
4 4 (9.76%) Informix
4 4 (9.76%) PostgreSQL
5 3 (7.32%) QlikView
5 3 (7.32%) Spotfire
6 2 (4.88%) BusinessObjects
6 2 (4.88%) Oracle BI EE
6 2 (4.88%) Oracle Discoverer
7 1 (2.44%) Data Warehouse
7 1 (2.44%) Impala
7 1 (2.44%) MySQL
7 1 (2.44%) Oracle Database 12c
7 1 (2.44%) SQL Server Integration Services
7 1 (2.44%) Sqoop
Development Applications
1 6 (14.63%) Babel
1 6 (14.63%) Git (software)
1 6 (14.63%) Mocha
1 6 (14.63%) webpack
2 1 (2.44%) Axure RP
2 1 (2.44%) Balsamiq Mockups
2 1 (2.44%) Dreamweaver
2 1 (2.44%) Jenkins
2 1 (2.44%) JIRA
2 1 (2.44%) Maven
2 1 (2.44%) TeamCity
General
1 10 (24.39%) Finance
2 8 (19.51%) Banking
3 3 (7.32%) Marketing
4 2 (4.88%) Investment Banking
4 2 (4.88%) Legal
4 2 (4.88%) Retail Banking
5 1 (2.44%) Retail
Job Titles
1 13 (31.71%) Developer
2 11 (26.83%) Analyst
3 6 (14.63%) JavaScript Developer
3 6 (14.63%) React Developer
4 5 (12.20%) Business Intelligence Developer
4 5 (12.20%) Power BI Developer
5 4 (9.76%) DBA
5 4 (9.76%) Front End Developer (Client-Side Developer)
6 3 (7.32%) Administrator
6 3 (7.32%) AWS Developer
6 3 (7.32%) Business Analyst
6 3 (7.32%) Data Analyst
6 3 (7.32%) Data Scientist
6 3 (7.32%) Designer
6 3 (7.32%) Digital Analyst
6 3 (7.32%) Node.js Developer
6 3 (7.32%) Senior DBA
7 2 (4.88%) Senior Data Analyst
7 2 (4.88%) Technical Analyst
7 2 (4.88%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 8 (19.51%) CSS
2 6 (14.63%) Chai
2 6 (14.63%) Enzyme
2 6 (14.63%) React
2 6 (14.63%) Redux
3 5 (12.20%) Node.js
4 4 (9.76%) .NET
5 2 (4.88%) Bokeh
5 2 (4.88%) D3.js
5 2 (4.88%) ggplot
5 2 (4.88%) HTML
5 2 (4.88%) JSON
5 2 (4.88%) REST
5 2 (4.88%) Seaborn
5 2 (4.88%) XML
6 1 (2.44%) AngularJS
6 1 (2.44%) Apache Flex
6 1 (2.44%) HTML5
6 1 (2.44%) Natural Language Processing
6 1 (2.44%) Swagger
Miscellaneous
1 11 (26.83%) User Experience
2 7 (17.07%) Analytical Skills
3 6 (14.63%) Cloud Native
4 3 (7.32%) Computer Science
4 3 (7.32%) Private Cloud
5 2 (4.88%) Data Structures
5 2 (4.88%) Fat Client
5 2 (4.88%) Thin Client
6 1 (2.44%) Blog
6 1 (2.44%) Data Centre
6 1 (2.44%) Graphic Design
6 1 (2.44%) VLE
Operating Systems
1 1 (2.44%) Linux
1 1 (2.44%) Unix
1 1 (2.44%) Windows
Processes & Methodologies
1 26 (63.41%) Data Visualisation
2 18 (43.90%) Agile Software Development
3 17 (41.46%) Analytics
4 8 (19.51%) Business Intelligence
4 8 (19.51%) Data Analytics
4 8 (19.51%) Data Modelling
5 7 (17.07%) Responsive Web Design
6 6 (14.63%) Continuous Integration
6 6 (14.63%) Isomorphic JavaScript
6 6 (14.63%) Migration
6 6 (14.63%) Prototyping
6 6 (14.63%) TDD
7 5 (12.20%) Front End Development
7 5 (12.20%) Statistics
8 4 (9.76%) Data Science
8 4 (9.76%) Database Security
8 4 (9.76%) Open Source
8 4 (9.76%) Re-Platforming
8 4 (9.76%) Tag Management
8 4 (9.76%) Web Analytics
Programming Languages
1 20 (48.78%) SQL
2 12 (29.27%) JavaScript
3 10 (24.39%) Python
4 7 (17.07%) Java
5 6 (14.63%) ES6
5 6 (14.63%) R
6 3 (7.32%) C#
7 2 (4.88%) C++
8 1 (2.44%) Perl
8 1 (2.44%) PL/SQL
8 1 (2.44%) PowerShell
8 1 (2.44%) T-SQL
Qualifications
1 3 (7.32%) Degree
2 2 (4.88%) CITP
2 2 (4.88%) Computer Science Degree
2 2 (4.88%) PhD
Quality Assurance & Compliance
1 2 (4.88%) GDPR
1 2 (4.88%) QA
2 1 (2.44%) PMO
System Software
1 1 (2.44%) XenApp
1 1 (2.44%) XenDesktop
Systems Management
1 1 (2.44%) Opscode Chef
1 1 (2.44%) Single Sign-On
1 1 (2.44%) XenMobile
Vendors
1 8 (19.51%) Tableau
2 7 (17.07%) Oracle
3 6 (14.63%) Google
3 6 (14.63%) Teradata
4 5 (12.20%) Adobe
5 4 (9.76%) Microsoft
5 4 (9.76%) Tealium
6 3 (7.32%) AppDynamics
6 3 (7.32%) Datameer
6 3 (7.32%) DoubleClick
6 3 (7.32%) Facebook
6 3 (7.32%) Splunk
6 3 (7.32%) Tealeaf
7 1 (2.44%) CA
7 1 (2.44%) Citrix
7 1 (2.44%) IBM
7 1 (2.44%) Informatica
7 1 (2.44%) Mitel
7 1 (2.44%) Pega
7 1 (2.44%) Salesforce.com