The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Twitter Bootstrap skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Twitter Bootstrap over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Twitter Bootstrap
UK / Scotland
Rank 91 121 136
Rank change year-on-year +30 +15  
Permanent jobs citing Twitter Bootstrap 47 42 22
As % of all permanent IT jobs advertised in Scotland 2.03% 1.43% 0.71%
As % of the Libraries, Frameworks & Software Standards category 4.87% 3.90% 1.84%
Number of salaries quoted 25 23 11
Median salary £45,000 £40,000 £36,500
Median salary % change year-on-year +12.50% +9.58%  
90% offered a salary of more than £36,000 £34,000 £31,500
10% offered a salary of more than £52,500 £55,000 £40,000
UK excluding London median salary £40,000 £40,000 £40,000

Twitter Bootstrap is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Scotland
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 965 1077 1197
As % of all permanent IT job vacancies advertised in Scotland 41.59% 36.73% 38.71%
Number of salaries quoted 592 702 761
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £57,500 £52,500 £55,000
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Twitter Bootstrap
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Twitter Bootstrap as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Twitter Bootstrap in Scotland

Twitter Bootstrap
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Twitter Bootstrap in Scotland.

Salary trend for Twitter Bootstrap in Scotland

Twitter Bootstrap
Salary Histogram in Scotland

The salary distribution of IT jobs citing Twitter Bootstrap in Scotland over the 3 months to 25 March 2017.

Salary histogram for Twitter Bootstrap in Scotland

Twitter Bootstrap
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter Bootstrap within the Scotland region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +22 31 £47,500 +11.76% 3
Glasgow +5 12 £37,500 -6.25%
West Lothian -7 2 £30,000 -31.81% 1
Fife - 2 - - 2
Twitter Bootstrap
UK

Twitter Bootstrap
Top 30 Related IT Skills in Scotland

For the 6 months to 25 March 2017, IT jobs citing Twitter Bootstrap also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Twitter Bootstrap.

1 73 (82.95%) AngularJS
2 63 (71.59%) CSS
3 60 (68.18%) JavaScript
4 57 (64.77%) HTML
5 55 (62.50%) C#
5 55 (62.50%) MVC
6 53 (60.23%) .NET
7 51 (57.95%) Agile Software Development
8 50 (56.82%) SQL Server
9 47 (53.41%) ASP.NET
10 39 (44.32%) ASP.NET MVC
11 30 (34.09%) jQuery
11 30 (34.09%) .NET Framework
12 29 (32.95%) Scrum
13 28 (31.82%) Git (software)
13 28 (31.82%) SQL Server 2014
14 27 (30.68%) Web Application Development
15 26 (29.55%) HTML5
16 25 (28.41%) CSS3
16 25 (28.41%) ASP.NET MVC 5
17 24 (27.27%) Sass
17 24 (27.27%) Entity Framework
18 23 (26.14%) Microsoft Azure
19 22 (25.00%) TDD
19 22 (25.00%) Finance
20 21 (23.86%) ASP.NET Web API
21 20 (22.73%) Microsoft
21 20 (22.73%) Web Development
22 19 (21.59%) Responsive Web Design
23 18 (20.45%) User Experience

Twitter Bootstrap
Top Related IT Skills in Scotland 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 12 (13.64%) CMS
2 8 (9.09%) Umbraco
3 4 (4.55%) IIS
3 4 (4.55%) Sitecore CMS
4 3 (3.41%) Apache
4 3 (3.41%) EPiServer
5 2 (2.27%) BizTalk Server
5 2 (2.27%) GlassFish
5 2 (2.27%) Tomcat
5 2 (2.27%) WebLogic
6 1 (1.14%) Drupal
6 1 (1.14%) WordPress
Applications
1 2 (2.27%) MS Excel
1 2 (2.27%) MS Office
Cloud Services
1 23 (26.14%) Microsoft Azure
2 3 (3.41%) Google Analytics
3 1 (1.14%) Amazon AWS
Communications & Networking
1 2 (2.27%) Wireless
2 1 (1.14%) SSH
Database & Business Intelligence
1 50 (56.82%) SQL Server
2 28 (31.82%) SQL Server 2014
3 13 (14.77%) MongoDB
3 13 (14.77%) RavenDB
4 12 (13.64%) NoSQL
5 5 (5.68%) MySQL
5 5 (5.68%) SQL Server Integration Services
5 5 (5.68%) SQL Server Reporting Services
6 3 (3.41%) SQL Server Analysis Services
7 2 (2.27%) Oracle Database
7 2 (2.27%) Oracle Database 10g
7 2 (2.27%) Redis
7 2 (2.27%) SQL Server 2012
8 1 (1.14%) Data Warehouse
8 1 (1.14%) SQL Server 2005
8 1 (1.14%) SQL Server 2008
Development Applications
1 28 (31.82%) Git (software)
2 13 (14.77%) Grunt
3 11 (12.50%) Bower
4 10 (11.36%) gulp
5 8 (9.09%) Visual Studio
6 7 (7.95%) Jenkins
7 6 (6.82%) Jasmine
8 5 (5.68%) NUnit
8 5 (5.68%) Team Foundation Server
9 4 (4.55%) JIRA
9 4 (4.55%) Selenium
10 3 (3.41%) JUnit
10 3 (3.41%) Moq
10 3 (3.41%) Rhino Mocks
10 3 (3.41%) SpecFlow
11 2 (2.27%) Ant
11 2 (2.27%) Eclipse
11 2 (2.27%) Oracle APEX
11 2 (2.27%) Subversion
General
1 22 (25.00%) Finance
2 13 (14.77%) Advertising
3 12 (13.64%) Games
4 7 (7.95%) Marketing
5 3 (3.41%) Retail
Job Titles
1 70 (79.55%) Developer
2 42 (47.73%) .NET Developer
3 20 (22.73%) Senior Developer
4 12 (13.64%) UI Developer
5 10 (11.36%) Senior UI Developer
5 10 (11.36%) Web Developer
6 7 (7.95%) .NET Web Developer
7 6 (6.82%) C# Developer
7 6 (6.82%) Senior .NET Developer
7 6 (6.82%) Software Engineer
8 4 (4.55%) Senior Software Engineer
9 3 (3.41%) Analyst
9 3 (3.41%) Applications Engineer
9 3 (3.41%) C# .NET Developer
9 3 (3.41%) C# WPF Developer
9 3 (3.41%) Programmer
9 3 (3.41%) UX Developer
9 3 (3.41%) Web Applications Engineer
9 3 (3.41%) Web Engineer
9 3 (3.41%) WPF Developer
Libraries, Frameworks & Software Standards
1 73 (82.95%) AngularJS
2 63 (71.59%) CSS
3 57 (64.77%) HTML
4 53 (60.23%) .NET
5 47 (53.41%) ASP.NET
6 39 (44.32%) ASP.NET MVC
7 30 (34.09%) .NET Framework
7 30 (34.09%) jQuery
8 26 (29.55%) HTML5
9 25 (28.41%) ASP.NET MVC 5
9 25 (28.41%) CSS3
10 24 (27.27%) Entity Framework
10 24 (27.27%) Sass
11 21 (23.86%) ASP.NET Web API
12 16 (18.18%) RESTful
13 15 (17.05%) Backbone.js
14 14 (15.91%) Ember.js
14 14 (15.91%) LESS
14 14 (15.91%) Node.js
15 12 (13.64%) KnockoutJS
Miscellaneous
1 18 (20.45%) User Experience
2 4 (4.55%) FMCG
3 3 (3.41%) Analytical Skills
3 3 (3.41%) Enterprise Software
3 3 (3.41%) Mobile App
3 3 (3.41%) Virtual Team
4 2 (2.27%) Algorithms
4 2 (2.27%) Data Structures
5 1 (1.14%) Computer Science
Operating Systems
1 4 (4.55%) Linux
2 3 (3.41%) Windows
Processes & Methodologies
1 55 (62.50%) MVC
2 51 (57.95%) Agile Software Development
3 29 (32.95%) Scrum
4 27 (30.68%) Web Application Development
5 22 (25.00%) TDD
6 20 (22.73%) Web Development
7 19 (21.59%) Responsive Web Design
8 16 (18.18%) OO
9 14 (15.91%) BDD
9 14 (15.91%) Web Design
10 13 (14.77%) Continuous Integration
11 11 (12.50%) Software Engineering
11 11 (12.50%) Time Management
12 10 (11.36%) Functional Testing
12 10 (11.36%) Infrastructure Management
12 10 (11.36%) Web Accessibility
13 9 (10.23%) Unit Testing
14 8 (9.09%) Front End Development
15 5 (5.68%) SDLC
16 4 (4.55%) Cross-Browser Testing
Programming Languages
1 60 (68.18%) JavaScript
2 55 (62.50%) C#
3 13 (14.77%) Ruby
4 6 (6.82%) PHP
5 5 (5.68%) Python
6 4 (4.55%) Java
6 4 (4.55%) SQL
7 3 (3.41%) TypeScript
8 2 (2.27%) C++
8 2 (2.27%) PL/SQL
9 1 (1.14%) Bash Shell
9 1 (1.14%) PowerShell
9 1 (1.14%) T-SQL
9 1 (1.14%) VB
9 1 (1.14%) VB6
Qualifications
1 6 (6.82%) Degree
2 2 (2.27%) HND
2 2 (2.27%) SC Cleared
2 2 (2.27%) Security Cleared
Quality Assurance & Compliance
1 2 (2.27%) Disclosure Scotland
1 2 (2.27%) QA
System Software
1 2 (2.27%) Virtual Machines
Systems Management
1 2 (2.27%) Opscode Chef
Vendors
1 20 (22.73%) Microsoft
2 4 (4.55%) Sitecore
3 3 (3.41%) Google
3 3 (3.41%) Infragistics
3 3 (3.41%) Xamarin
4 2 (2.27%) OpenText
4 2 (2.27%) Oracle
5 1 (1.14%) Salesforce.com
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