Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Twitter Bootstrap skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Twitter Bootstrap over the 6 months to 18 November 2017 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.

Twitter Bootstrap
UK > Scotland
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 119 116 172
Rank change year-on-year -3 +56 -5
Contract jobs citing Twitter Bootstrap 65 68 29
As % of all contract IT jobs advertised in Scotland 1.31% 1.55% 0.47%
As % of the Libraries, Frameworks & Software Standards category 4.87% 5.68% 2.30%
Number of daily rates quoted 35 46 19
Scotland median daily rate £400 £350 £300
Median daily rate % change year-on-year +14.29% +16.67% -17.81%
10th Percentile £283 £281 £236
90th Percentile £525 £444 £356
UK median daily rate £413 £375 £375
% change year-on-year +10.00% - -
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £45.00 £46.00 £36.50
% change year-on-year -2.17% +26.03% -

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 contract job vacancies advertised in Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1334 1197 1259
As % of all contract IT jobs advertised in Scotland 26.80% 27.34% 20.27%
Number of daily rates quoted 826 722 673
Scotland median daily rate £375 £350 £375
Median daily rate % change year-on-year +7.14% -6.67% -
10th Percentile £274 £263 £269
90th Percentile £525 £475 £488
UK median daily rate £450 £425 £410
% change year-on-year +5.88% +3.66% +2.50%
Number of hourly rates quoted 6 15 17
Scotland median hourly rate £27.00 £42.50 £40.38
Median hourly rate % change year-on-year -36.47% +5.25% -3.86%
10th Percentile £18.75 £22.50 £25.00
90th Percentile £43.39 £52.00 £55.00
UK median hourly rate £40.00 £37.50 £37.50
% change year-on-year +6.67% - +7.14%

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
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Twitter Bootstrap in Scotland.

Contractor daily rate trend for Twitter Bootstrap in Scotland

Twitter Bootstrap
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Twitter Bootstrap in Scotland over the 6 months to 18 November 2017.

Contractor daily rate histogram for Twitter Bootstrap in Scotland

Twitter Bootstrap
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Twitter Bootstrap within the Scotland region over the 6 months to 18 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +14 35 £400 +13.48%
Edinburgh -14 29 £400 +0.13% 3
Twitter Bootstrap
UK

For the 6 months to 18 November 2017, IT contractor 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 contract ads across the Scotland region with a requirement for Twitter Bootstrap.

1 62 (95.38%) CSS
2 61 (93.85%) HTML
3 55 (84.62%) JavaScript
4 48 (73.85%) AngularJS
5 28 (43.08%) jQuery
6 27 (41.54%) HTML5
7 26 (40.00%) CSS3
8 25 (38.46%) Git (software)
9 21 (32.31%) Sass
9 21 (32.31%) React
10 20 (30.77%) Web Services
11 19 (29.23%) MVC
11 19 (29.23%) Front End Development
12 18 (27.69%) Grunt
13 15 (23.08%) XML
14 14 (21.54%) Finance
14 14 (21.54%) Web Development
14 14 (21.54%) Agile Software Development
14 14 (21.54%) Analytics
15 13 (20.00%) REST
15 13 (20.00%) GitHub
15 13 (20.00%) Photoshop
16 12 (18.46%) C#
16 12 (18.46%) Workflow
16 12 (18.46%) ITSM
16 12 (18.46%) SOAP
16 12 (18.46%) Ajax
16 12 (18.46%) Presales
16 12 (18.46%) Node.js
16 12 (18.46%) ServiceNow

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 2 (3.08%) CMS
1 2 (3.08%) Umbraco
2 1 (1.54%) Apache
2 1 (1.54%) Drupal
2 1 (1.54%) GlassFish
2 1 (1.54%) Tomcat
2 1 (1.54%) WebLogic
2 1 (1.54%) WordPress
Applications
1 13 (20.00%) Photoshop
2 7 (10.77%) Adobe Illustrator
Business Applications
1 1 (1.54%) Dynamics CRM
Cloud Services
1 13 (20.00%) GitHub
2 6 (9.23%) Microsoft Azure
3 3 (4.62%) Amazon AWS
4 2 (3.08%) IaaS
4 2 (3.08%) PaaS
5 1 (1.54%) Amazon S3
5 1 (1.54%) Google Analytics
Communications & Networking
1 2 (3.08%) Internet
1 2 (3.08%) Intranet
2 1 (1.54%) DNS
2 1 (1.54%) SSL
Database & Business Intelligence
1 7 (10.77%) SQL Server
2 2 (3.08%) Azure SQL Database
2 2 (3.08%) SQL Server Reporting Services
3 1 (1.54%) Amazon DynamoDB
3 1 (1.54%) Data Warehouse
3 1 (1.54%) Oracle Database
3 1 (1.54%) Oracle Database 10g
3 1 (1.54%) Relational Database
3 1 (1.54%) SQL Server 2014
Development Applications
1 25 (38.46%) Git (software)
2 18 (27.69%) Grunt
3 10 (15.38%) gulp
4 3 (4.62%) JIRA
5 2 (3.08%) Jasmine
5 2 (3.08%) Maven
5 2 (3.08%) NUnit
5 2 (3.08%) PhantomJS
5 2 (3.08%) Redmine
5 2 (3.08%) SpecFlow
5 2 (3.08%) Team Foundation Server
5 2 (3.08%) Visual Studio Team System
6 1 (1.54%) Axure RP
6 1 (1.54%) Babel
6 1 (1.54%) Balsamiq Mockups
6 1 (1.54%) Bower
6 1 (1.54%) Karma Test Runner
6 1 (1.54%) Oracle APEX
6 1 (1.54%) Protractor
6 1 (1.54%) Subversion
General
1 14 (21.54%) Finance
2 7 (10.77%) Marketing
3 6 (9.23%) Electronics
3 6 (9.23%) Manufacturing
3 6 (9.23%) Telecoms
4 1 (1.54%) Banking
Job Titles
1 62 (95.38%) Developer
2 12 (18.46%) Front End Developer (Client-Side Developer)
2 12 (18.46%) ServiceNow Developer
3 11 (16.92%) HTML Developer
3 11 (16.92%) JavaScript Developer
4 9 (13.85%) .NET Developer
5 6 (9.23%) Lead Developer
6 5 (7.69%) Angular Developer
6 5 (7.69%) Web Developer
7 4 (6.15%) C# .NET Developer
7 4 (6.15%) C# Developer
7 4 (6.15%) Java Developer
7 4 (6.15%) Senior Developer
8 3 (4.62%) ASP.NET MVC Developer
8 3 (4.62%) UI Developer
9 2 (3.08%) Development Engineer
9 2 (3.08%) Senior Development Engineer
9 2 (3.08%) Senior Software Development Engineer
9 2 (3.08%) UI Engineer
9 2 (3.08%) Umbraco Developer
Libraries, Frameworks & Software Standards
1 62 (95.38%) CSS
2 61 (93.85%) HTML
3 48 (73.85%) AngularJS
4 28 (43.08%) jQuery
5 27 (41.54%) HTML5
6 26 (40.00%) CSS3
7 21 (32.31%) React
7 21 (32.31%) Sass
8 20 (30.77%) Web Services
9 15 (23.08%) XML
10 13 (20.00%) REST
11 12 (18.46%) Ajax
11 12 (18.46%) Node.js
11 12 (18.46%) SOAP
12 11 (16.92%) .NET
12 11 (16.92%) ASP.NET
12 11 (16.92%) Ext JS
12 11 (16.92%) LESS
13 9 (13.85%) ASP.NET MVC
14 8 (12.31%) RESTful
Miscellaneous
1 10 (15.38%) Algorithms
1 10 (15.38%) Data Structures
2 8 (12.31%) User Experience
3 4 (6.15%) Linux Command Line
4 3 (4.62%) Computer Science
5 2 (3.08%) Analytical Skills
5 2 (3.08%) Derivative
5 2 (3.08%) Fixed Income
5 2 (3.08%) Foreign Exchange (FX)
5 2 (3.08%) Greenfield Project
5 2 (3.08%) N-Tier
6 1 (1.54%) Animation
6 1 (1.54%) Blog
Operating Systems
1 10 (15.38%) Linux
2 2 (3.08%) Windows
Processes & Methodologies
1 19 (29.23%) Front End Development
1 19 (29.23%) MVC
2 14 (21.54%) Agile Software Development
2 14 (21.54%) Analytics
2 14 (21.54%) Web Development
3 12 (18.46%) ITSM
3 12 (18.46%) Presales
3 12 (18.46%) Workflow
4 11 (16.92%) TDD
5 8 (12.31%) BDD
6 7 (10.77%) Test Automation
7 6 (9.23%) Business Intelligence
7 6 (9.23%) Digital Marketing
7 6 (9.23%) Programme Management
7 6 (9.23%) Scrum
8 5 (7.69%) Responsive Web Design
8 5 (7.69%) SEO
9 4 (6.15%) Continuous Integration
9 4 (6.15%) Software Engineering
9 4 (6.15%) Web Design
Programming Languages
1 55 (84.62%) JavaScript
2 12 (18.46%) C#
2 12 (18.46%) TypeScript
3 6 (9.23%) ECMAScript
3 6 (9.23%) Java
4 4 (6.15%) SQL
5 3 (4.62%) ES6
5 3 (4.62%) PL/SQL
6 2 (3.08%) T-SQL
7 1 (1.54%) JSX
7 1 (1.54%) PHP
Qualifications
1 3 (4.62%) Degree
2 2 (3.08%) HND
2 2 (3.08%) MCSD
2 2 (3.08%) Microsoft Certification
Quality Assurance & Compliance
1 2 (3.08%) QA
2 1 (1.54%) Disclosure Scotland
Vendors
1 12 (18.46%) ServiceNow
2 9 (13.85%) Perforce
3 6 (9.23%) Adobe
3 6 (9.23%) SAP
4 5 (7.69%) Microsoft
5 3 (4.62%) Oracle
6 2 (3.08%) Google
7 1 (1.54%) Facebook
7 1 (1.54%) OpenText
7 1 (1.54%) Twitter