Period
to 18 December 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 18 December 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
18 Dec 2018
Same period 2017 Same period 2016
Rank 97 112 107
Rank change year-on-year +15 -5 +6
Contract jobs citing Visualisation 43 29 7
As % of all contract IT jobs advertised in Edinburgh 1.52% 0.98% 0.36%
As % of the Processes & Methodologies category 1.72% 1.13% 0.42%
Number of daily rates quoted 21 21 3
Edinburgh median daily rate £400 £438 £425
Median daily rate % change year-on-year -8.57% +2.94% -15.00%
10th Percentile £338 £360 £393
90th Percentile £506 £513 £583
Scotland median daily rate £400 £444 £450
% change year-on-year -9.86% -1.39% +12.50%
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 2,497 2,556 1,664
As % of all contract IT jobs advertised in Edinburgh 88.17% 86.38% 85.38%
Number of daily rates quoted 1,249 1,483 980
Edinburgh median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +2.56%
10th Percentile £275 £263 £263
90th Percentile £575 £563 £525
Scotland median daily rate £400 £390 £368
% change year-on-year +2.56% +6.12% -2.00%
Number of hourly rates quoted 33 20 31
Edinburgh median hourly rate £17.50 £21.00 £25.00
Median hourly rate % change year-on-year -16.67% -16.00% +51.52%
10th Percentile £11.03 £11.24 £14.25
90th Percentile £44.45 £35.00 £52.00
Scotland median hourly rate £25.00 £23.25 £21.00
% change year-on-year +7.53% +10.71% +7.64%

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 18 December 2018.

Contractor daily rate histogram for Visualisation in Edinburgh

For the 6 months to 18 December 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 (60.47%) Data Visualisation
2 21 (48.84%) Agile Software Development
3 20 (46.51%) SQL
4 15 (34.88%) Analytics
5 13 (30.23%) Tableau
6 11 (25.58%) Banking
6 11 (25.58%) Python
7 10 (23.26%) SQL Server
8 9 (20.93%) JavaScript
8 9 (20.93%) Oracle
8 9 (20.93%) Finance
8 9 (20.93%) User Experience
9 8 (18.60%) Oracle Database
9 8 (18.60%) Data Modelling
9 8 (18.60%) Hadoop
10 7 (16.28%) Amazon AWS
10 7 (16.28%) Java
10 7 (16.28%) Migration
10 7 (16.28%) Responsive Web Design
10 7 (16.28%) MongoDB
10 7 (16.28%) Data Analytics
11 6 (13.95%) Database Security
11 6 (13.95%) R
11 6 (13.95%) Analytical Skills
11 6 (13.95%) React
11 6 (13.95%) Business Intelligence
11 6 (13.95%) PostgreSQL
11 6 (13.95%) Informix
11 6 (13.95%) Data Migration
11 6 (13.95%) Database Tuning

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 (6.98%) SAS
2 1 (2.33%) Apache Spark
2 1 (2.33%) Blackboard Learn
2 1 (2.33%) CMS
2 1 (2.33%) Elasticsearch
2 1 (2.33%) Moodle
2 1 (2.33%) Skype for Business
2 1 (2.33%) WordPress
Applications
1 5 (11.63%) Microsoft Excel
2 2 (4.65%) InVision
2 2 (4.65%) Microsoft PowerPoint
2 2 (4.65%) Photoshop
3 1 (2.33%) Microsoft Office
Business Applications
1 4 (9.30%) WebTrends
2 3 (6.98%) SessionCam
Cloud Services
1 7 (16.28%) Amazon AWS
2 5 (11.63%) npm
2 5 (11.63%) Yarn
3 4 (9.30%) Google Analytics
3 4 (9.30%) Google Tag Manager
3 4 (9.30%) Microsoft Azure
4 3 (6.98%) AdWords
5 1 (2.33%) Amazon EC2
5 1 (2.33%) Amazon S3
5 1 (2.33%) Firebase
5 1 (2.33%) Office 365
5 1 (2.33%) Serverless
Communications & Networking
1 2 (4.65%) Skype
2 1 (2.33%) LAN
2 1 (2.33%) NetScaler
2 1 (2.33%) Unified Communications
Database & Business Intelligence
1 10 (23.26%) SQL Server
2 8 (18.60%) Hadoop
2 8 (18.60%) Oracle Database
3 7 (16.28%) MongoDB
4 6 (13.95%) Informix
4 6 (13.95%) PostgreSQL
5 4 (9.30%) Power BI
6 3 (6.98%) Data Lake
6 3 (6.98%) Enterprise Data Warehouse
6 3 (6.98%) QlikView
6 3 (6.98%) Spotfire
7 2 (4.65%) Big Data
7 2 (4.65%) Data Warehouse
7 2 (4.65%) NoSQL
7 2 (4.65%) Oracle Database 12c
7 2 (4.65%) SQL Server Integration Services
8 1 (2.33%) Amazon Redshift
8 1 (2.33%) Apache Hive
8 1 (2.33%) Impala
8 1 (2.33%) Sqoop
Development Applications
1 5 (11.63%) Babel
1 5 (11.63%) Git (software)
1 5 (11.63%) Mocha
1 5 (11.63%) webpack
2 2 (4.65%) Maven
3 1 (2.33%) Cucumber
3 1 (2.33%) Gradle
3 1 (2.33%) Jenkins
3 1 (2.33%) JIRA
3 1 (2.33%) JUnit
3 1 (2.33%) Liquibase
3 1 (2.33%) Protractor
3 1 (2.33%) Selenium
General
1 11 (25.58%) Banking
2 9 (20.93%) Finance
3 4 (9.30%) Marketing
4 2 (4.65%) Investment Banking
5 1 (2.33%) Legal
5 1 (2.33%) Retail
5 1 (2.33%) Retail Banking
Job Titles
1 13 (30.23%) Analyst
2 12 (27.91%) Developer
3 6 (13.95%) Data Analyst
3 6 (13.95%) DBA
4 5 (11.63%) JavaScript Developer
4 5 (11.63%) React Developer
4 5 (11.63%) Senior DBA
5 4 (9.30%) Administrator
5 4 (9.30%) Front End Developer (Client-Side Developer)
6 3 (6.98%) AWS Developer
6 3 (6.98%) Business Intelligence Developer
6 3 (6.98%) Data Scientist
6 3 (6.98%) Designer
6 3 (6.98%) Digital Analyst
6 3 (6.98%) Node.js Developer
6 3 (6.98%) Power BI Developer
7 2 (4.65%) Business Analyst
7 2 (4.65%) Senior Analyst
7 2 (4.65%) Senior Data Analyst
7 2 (4.65%) UX Designer
Libraries, Frameworks & Software Standards
1 6 (13.95%) React
2 5 (11.63%) Chai
2 5 (11.63%) CSS
2 5 (11.63%) Enzyme
2 5 (11.63%) Redux
3 3 (6.98%) Node.js
4 2 (4.65%) .NET
4 2 (4.65%) Bokeh
4 2 (4.65%) D3.js
4 2 (4.65%) ggplot
4 2 (4.65%) JSON
4 2 (4.65%) REST
4 2 (4.65%) Seaborn
4 2 (4.65%) XML
5 1 (2.33%) AngularJS
5 1 (2.33%) Django
5 1 (2.33%) Elastic Stack
Miscellaneous
1 9 (20.93%) User Experience
2 6 (13.95%) Analytical Skills
3 5 (11.63%) Cloud Native
4 2 (4.65%) Fat Client
4 2 (4.65%) Private Cloud
4 2 (4.65%) Thin Client
5 1 (2.33%) Blog
5 1 (2.33%) Data Centre
5 1 (2.33%) Data Structures
5 1 (2.33%) Greenfield Project
5 1 (2.33%) Social Media
5 1 (2.33%) VLE
Processes & Methodologies
1 26 (60.47%) Data Visualisation
2 21 (48.84%) Agile Software Development
3 15 (34.88%) Analytics
4 8 (18.60%) Data Modelling
5 7 (16.28%) Data Analytics
5 7 (16.28%) Migration
5 7 (16.28%) Responsive Web Design
6 6 (13.95%) Business Intelligence
6 6 (13.95%) Data Migration
6 6 (13.95%) Database Security
6 6 (13.95%) Database Tuning
6 6 (13.95%) TDD
7 5 (11.63%) Continuous Integration
7 5 (11.63%) Data Analysis
7 5 (11.63%) DevOps
7 5 (11.63%) ETL
7 5 (11.63%) Front End Development
7 5 (11.63%) Isomorphic JavaScript
7 5 (11.63%) Prototyping
7 5 (11.63%) Web Analytics
Programming Languages
1 20 (46.51%) SQL
2 11 (25.58%) Python
3 9 (20.93%) JavaScript
4 7 (16.28%) Java
5 6 (13.95%) R
6 5 (11.63%) ES6
7 2 (4.65%) C#
7 2 (4.65%) C++
7 2 (4.65%) PL/SQL
7 2 (4.65%) T-SQL
8 1 (2.33%) MATLAB
8 1 (2.33%) Perl
8 1 (2.33%) PowerShell
Qualifications
1 2 (4.65%) PhD
2 1 (2.33%) CITP
2 1 (2.33%) Degree
Quality Assurance & Compliance
1 2 (4.65%) PMO
2 1 (2.33%) GDPR
2 1 (2.33%) QA
System Software
1 1 (2.33%) Docker
1 1 (2.33%) XenApp
1 1 (2.33%) XenDesktop
Systems Management
1 1 (2.33%) Ansible
1 1 (2.33%) Kibana
1 1 (2.33%) logstash
1 1 (2.33%) Opscode Chef
1 1 (2.33%) XenMobile
Vendors
1 13 (30.23%) Tableau
2 9 (20.93%) Oracle
3 5 (11.63%) Teradata
4 4 (9.30%) Adobe
4 4 (9.30%) Google
4 4 (9.30%) Microsoft
4 4 (9.30%) Tealium
5 3 (6.98%) AppDynamics
5 3 (6.98%) Datameer
5 3 (6.98%) DoubleClick
5 3 (6.98%) Facebook
5 3 (6.98%) Tealeaf
6 2 (4.65%) Informatica
6 2 (4.65%) Talend
7 1 (2.33%) Citrix
7 1 (2.33%) Dynatrace
7 1 (2.33%) Mapbox
7 1 (2.33%) Salesforce.com
7 1 (2.33%) Splunk
7 1 (2.33%) TOWER Software