Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 173 103 183
Rank change year-on-year -70 +80 +11
Permanent jobs citing Twitter Bootstrap 52 117 63
As % of all permanent IT jobs advertised in Scotland 0.92% 2.26% 0.98%
As % of the Libraries, Frameworks & Software Standards category 2.40% 5.94% 2.75%
Number of salaries quoted 31 56 40
Scotland median annual salary £42,500 £37,500 £35,000
Median salary % change year-on-year +13.33% +7.14% -12.50%
10th Percentile £31,250 £28,625 £28,400
90th Percentile £57,500 £61,250 £45,000
UK median annual salary £42,500 £42,500 £42,500

Twitter Bootstrap is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2170 1969 2289
As % of all permanent IT jobs advertised in Scotland 38.45% 37.96% 35.71%
Number of salaries quoted 1397 1247 1442
Scotland median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £28,500 £27,900 £27,500
90th Percentile £62,500 £59,750 £57,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +1.12%

Twitter Bootstrap
Job Vacancy Trend in Scotland

Job postings citing Twitter Bootstrap as a percentage of all IT jobs advertised in Scotland.

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 6 months to 23 November 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -46 31 £41,500 +22.06% 5
Glasgow -40 15 £43,750 +16.67% 2
West Lothian -5 4 £32,500 -26.14%
South Lanarkshire - 2 £46,250 -
Twitter Bootstrap
UK

For the 6 months to 23 November 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 44 (84.62%) AngularJS
2 39 (75.00%) JavaScript
3 36 (69.23%) CSS
4 34 (65.38%) HTML
5 22 (42.31%) .NET
6 20 (38.46%) C#
6 20 (38.46%) jQuery
7 19 (36.54%) Ajax
7 19 (36.54%) MVC
8 16 (30.77%) .NET Framework
9 15 (28.85%) HTML5
9 15 (28.85%) CSS3
10 14 (26.92%) SQL Server
10 14 (26.92%) Agile Software Development
10 14 (26.92%) Git (software)
11 13 (25.00%) ASP.NET MVC
11 13 (25.00%) ASP.NET
11 13 (25.00%) Entity Framework
11 13 (25.00%) REST
12 12 (23.08%) Sass
12 12 (23.08%) Microsoft
12 12 (23.08%) Microsoft Azure
13 11 (21.15%) Visual Studio
13 11 (21.15%) Web Services
13 11 (21.15%) Java
13 11 (21.15%) LESS
13 11 (21.15%) SDLC
13 11 (21.15%) Greenfield Project
14 10 (19.23%) React
14 10 (19.23%) ASP.NET Web Forms

Twitter Bootstrap
Co-occurring 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 8 (15.38%) CMS
2 7 (13.46%) Umbraco
3 1 (1.92%) Sitecore CMS
Applications
1 8 (15.38%) Photoshop
2 4 (7.69%) Adobe Illustrator
3 3 (5.77%) InDesign
3 3 (5.77%) Microsoft Excel
3 3 (5.77%) Microsoft Office
Business Applications
1 1 (1.92%) Dynamics CRM
Cloud Services
1 12 (23.08%) Microsoft Azure
2 8 (15.38%) GitHub
3 6 (11.54%) Cloud Computing
4 5 (9.62%) Amazon AWS
5 3 (5.77%) Amazon S3
Communications & Networking
1 4 (7.69%) SSL
2 3 (5.77%) HTTPS
3 1 (1.92%) SMS
3 1 (1.92%) SSH
Database & Business Intelligence
1 14 (26.92%) SQL Server
2 7 (13.46%) MySQL
2 7 (13.46%) RDBMS
2 7 (13.46%) Relational Database
3 6 (11.54%) Hadoop
4 3 (5.77%) SQL Server 2014
5 2 (3.85%) MongoDB
5 2 (3.85%) Redis
6 1 (1.92%) Azure SQL Database
Development Applications
1 14 (26.92%) Git (software)
2 11 (21.15%) Visual Studio
3 7 (13.46%) Subversion
4 3 (5.77%) Babel
4 3 (5.77%) Dreamweaver
5 1 (1.92%) Bower
5 1 (1.92%) Eclipse
5 1 (1.92%) Grunt
5 1 (1.92%) gulp
5 1 (1.92%) Maven
5 1 (1.92%) Sublime Text
General
1 5 (9.62%) Finance
2 3 (5.77%) Advertising
3 1 (1.92%) Banking
3 1 (1.92%) Manufacturing
Job Titles
1 44 (84.62%) Developer
2 20 (38.46%) Senior Developer
3 15 (28.85%) .NET Developer
4 11 (21.15%) Full Stack Developer
5 9 (17.31%) Angular Developer
5 9 (17.31%) Senior .NET Developer
6 8 (15.38%) ServiceNow Developer
7 7 (13.46%) Java Developer
7 7 (13.46%) JavaScript Developer
7 7 (13.46%) Senior Full Stack Developer
8 6 (11.54%) ASP.NET Developer
8 6 (11.54%) ASP.NET MVC Developer
8 6 (11.54%) Senior ASP.NET Developer
8 6 (11.54%) Senior ASP.NET MVC Developer
8 6 (11.54%) Senior Java Developer
8 6 (11.54%) Senior JavaScript Developer
9 5 (9.62%) C# .NET Developer
9 5 (9.62%) C# Developer
9 5 (9.62%) Lead Developer
10 4 (7.69%) Applications Developer
Libraries, Frameworks & Software Standards
1 44 (84.62%) AngularJS
2 36 (69.23%) CSS
3 34 (65.38%) HTML
4 22 (42.31%) .NET
5 20 (38.46%) jQuery
6 19 (36.54%) Ajax
7 16 (30.77%) .NET Framework
8 15 (28.85%) CSS3
8 15 (28.85%) HTML5
9 13 (25.00%) ASP.NET
9 13 (25.00%) ASP.NET MVC
9 13 (25.00%) Entity Framework
9 13 (25.00%) REST
10 12 (23.08%) Sass
11 11 (21.15%) LESS
11 11 (21.15%) Web Services
12 10 (19.23%) ASP.NET Web Forms
12 10 (19.23%) React
13 9 (17.31%) Angular 2
14 8 (15.38%) XML
Miscellaneous
1 11 (21.15%) Greenfield Project
2 8 (15.38%) User Experience
3 3 (5.77%) Linux Command Line
3 3 (5.77%) Mobile App
4 1 (1.92%) Computer Science
Operating Systems
1 3 (5.77%) Android
1 3 (5.77%) Linux
2 1 (1.92%) Unix
2 1 (1.92%) Windows
Processes & Methodologies
1 19 (36.54%) MVC
2 14 (26.92%) Agile Software Development
3 11 (21.15%) SDLC
4 10 (19.23%) Responsive Web Design
4 10 (19.23%) Web Development
5 8 (15.38%) Analytics
5 8 (15.38%) ITSM
5 8 (15.38%) Presales
5 8 (15.38%) Software Engineering
5 8 (15.38%) Workflow
6 7 (13.46%) Microservices
7 5 (9.62%) Scrum
8 4 (7.69%) Creative Problem-Solving
8 4 (7.69%) SEO
8 4 (7.69%) Unit Testing
8 4 (7.69%) Web Design
9 3 (5.77%) Continuous Integration
9 3 (5.77%) DevOps
9 3 (5.77%) Mentoring
9 3 (5.77%) Test Automation
Programming Languages
1 39 (75.00%) JavaScript
2 20 (38.46%) C#
3 11 (21.15%) Java
4 6 (11.54%) SQL
5 5 (9.62%) PHP
6 3 (5.77%) ES6
6 3 (5.77%) JSX
6 3 (5.77%) Python
6 3 (5.77%) T-SQL
6 3 (5.77%) TypeScript
7 2 (3.85%) Ruby
8 1 (1.92%) GraphQL
Qualifications
1 1 (1.92%) Computer Science Degree
1 1 (1.92%) Degree
System Software
1 3 (5.77%) Virtual Servers
Systems Management
1 4 (7.69%) Systems Management Server (SMS)
2 2 (3.85%) Opscode Chef
Vendors
1 12 (23.08%) Microsoft
2 9 (17.31%) Xamarin
3 8 (15.38%) ServiceNow
4 3 (5.77%) Adobe
5 1 (1.92%) Oracle
5 1 (1.92%) Sitecore