Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 151 188 232
Rank change year-on-year +37 +44 +182
Permanent jobs citing Twitter Bootstrap 4160 3427 3194
As % of all permanent IT jobs advertised in the UK 2.31% 1.83% 1.46%
As % of the Libraries, Frameworks & Software Standards category 5.76% 4.70% 3.84%
Number of salaries quoted 3760 3122 2911
UK median annual salary £42,500 £42,500 £42,500
10th Percentile £27,500 £27,500 £27,500
90th Percentile £65,000 £66,250 £65,000
UK excluding London median annual salary £40,000 £40,000 £40,000

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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 72189 72861 83089
As % of all permanent IT jobs advertised in the UK 40.16% 38.95% 37.99%
Number of salaries quoted 60006 63236 71019
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +1.12%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Twitter Bootstrap
Job Vacancy Trend

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

Job vacancy trend for Twitter Bootstrap in the UK

Twitter Bootstrap
Salary Trend

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

Salary trend for Twitter Bootstrap in the UK

Twitter Bootstrap
Salary Histogram

The salary distribution of IT jobs citing Twitter Bootstrap over the 6 months to 20 November 2017.

Salary histogram for Twitter Bootstrap in the UK

Twitter Bootstrap
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter Bootstrap within the UK over the 6 months to 20 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
England +41 3969 £42,500 - 298
UK excluding London +72 3123 £40,000 - 241
South East +88 1070 £42,500 - 81
London -29 986 £55,000 +4.76% 68
North of England +60 785 £40,000 +8.11% 63
Midlands +63 536 £37,500 +1.35% 36
North West +38 515 £42,500 +13.33% 33
West Midlands +42 359 £37,500 +1.35% 19
East of England +54 328 £43,000 +7.50% 30
South West -5 266 £40,000 - 20
Yorkshire +85 238 £35,000 - 23
East Midlands +69 177 £40,000 +8.11% 17
Wales +29 69 £40,000 +33.33% 5
Scotland -74 54 £42,000 +12.00% 5
North East -20 32 £32,500 -18.75% 7
Northern Ireland -10 21 £40,000 -20.79% 1

For the 6 months to 20 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 with a requirement for Twitter Bootstrap.

1 3049 (73.29%) AngularJS
2 2908 (69.90%) JavaScript
3 2766 (66.49%) HTML
4 2665 (64.06%) CSS
5 2633 (63.29%) MVC
6 2630 (63.22%) .NET
7 2568 (61.73%) C#
8 2353 (56.56%) Agile Software Development
9 2204 (52.98%) ASP.NET
10 2060 (49.52%) jQuery
11 2012 (48.37%) SQL Server
12 1639 (39.40%) ASP.NET MVC
13 1583 (38.05%) HTML5
14 1386 (33.32%) TDD
15 1319 (31.71%) ASP.NET Web API
16 1185 (28.49%) SQL
17 1153 (27.72%) RESTful
18 1115 (26.80%) CSS3
19 1082 (26.01%) KnockoutJS
20 1030 (24.76%) Web Application Development
21 1028 (24.71%) .NET Framework
22 1017 (24.45%) Web Development
23 995 (23.92%) Git (software)
24 917 (22.04%) ASP.NET MVC 5
25 898 (21.59%) BDD
26 855 (20.55%) Node.js
27 832 (20.00%) Scrum
28 756 (18.17%) Entity Framework
29 721 (17.33%) Microsoft Azure
30 715 (17.19%) Web Services

Twitter Bootstrap
Co-occurring IT Skills 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
1 228 (5.48%) CMS
2 205 (4.93%) Elasticsearch
3 145 (3.49%) Apache
3 145 (3.49%) WordPress
4 133 (3.20%) IIS
5 110 (2.64%) SharePoint
6 100 (2.40%) Umbraco
7 54 (1.30%) Drupal
7 54 (1.30%) JBoss
8 53 (1.27%) Tomcat
9 46 (1.11%) EPiServer
10 40 (0.96%) Apache Solr
10 40 (0.96%) Sitecore CMS
11 39 (0.94%) Confluence
12 31 (0.75%) nginx
13 27 (0.65%) Apache Spark
14 25 (0.60%) Kentico
15 22 (0.53%) DNN
16 21 (0.50%) Documentum
16 21 (0.50%) WebSphere
Applications
1 168 (4.04%) Photoshop
2 76 (1.83%) Adobe Illustrator
3 44 (1.06%) Adobe Creative Suite
4 39 (0.94%) Microsoft Office
5 34 (0.82%) Microsoft Excel
6 24 (0.58%) InVision
7 14 (0.34%) InDesign
8 13 (0.31%) Spreadsheet
9 8 (0.19%) Microsoft PowerPoint
10 7 (0.17%) MS Visio
11 5 (0.12%) UXPin
12 3 (0.072%) SPSS
13 2 (0.048%) Chatbot
13 2 (0.048%) Fireworks
14 1 (0.024%) GNU Octave
14 1 (0.024%) HipChat
14 1 (0.024%) InfoPath
Business Applications
1 42 (1.01%) Dynamics CRM
2 38 (0.91%) Magento
3 14 (0.34%) Eloqua
3 14 (0.34%) Payment Gateway
4 8 (0.19%) Movex
5 5 (0.12%) Shopify
5 5 (0.12%) WebTrends
6 4 (0.096%) Adobe Campaign
6 4 (0.096%) Dynamics NAV
6 4 (0.096%) Visualfiles
7 2 (0.048%) nopCommerce
7 2 (0.048%) Remedy ITSM
7 2 (0.048%) Salesforce.com CRM
8 1 (0.024%) MetaTrader
8 1 (0.024%) OpenCart
8 1 (0.024%) OpenText MBPM
8 1 (0.024%) StreamServe
Cloud Services
1 721 (17.33%) Microsoft Azure
2 372 (8.94%) Amazon AWS
3 152 (3.65%) SaaS
4 143 (3.44%) GitHub
5 136 (3.27%) npm
6 57 (1.37%) Office 365
7 45 (1.08%) Cloud Computing
8 33 (0.79%) PaaS
9 31 (0.75%) Google Cloud Platform
10 26 (0.63%) Amazon EC2
10 26 (0.63%) Amazon S3
11 22 (0.53%) Google Analytics
12 19 (0.46%) Google App Engine
13 16 (0.38%) Adobe Creative Cloud
14 12 (0.29%) CloudFront
15 11 (0.26%) AWS Elastic Beanstalk
15 11 (0.26%) Sage Pay
16 10 (0.24%) Firebase
16 10 (0.24%) IaaS
17 9 (0.22%) Akamai
Communications & Networking
1 217 (5.22%) Internet
2 77 (1.85%) Hyperconnected
3 65 (1.56%) HTTP
4 29 (0.70%) TCP/IP
5 22 (0.53%) SMS
6 18 (0.43%) HTTPS
7 14 (0.34%) Intranet
7 14 (0.34%) SSL
8 12 (0.29%) AMQP
9 10 (0.24%) ATM
9 10 (0.24%) Extranet
10 9 (0.22%) WinSCP
11 8 (0.19%) LDAP
12 7 (0.17%) Firewall
13 6 (0.14%) DNS
14 5 (0.12%) 3G
14 5 (0.12%) SMTP
15 3 (0.072%) Skype
15 3 (0.072%) SSH
16 2 (0.048%) Broadband
Database & Business Intelligence
1 2012 (48.37%) SQL Server
2 645 (15.50%) SQL Server 2016
3 493 (11.85%) MongoDB
4 434 (10.43%) NoSQL
5 383 (9.21%) MySQL
6 353 (8.49%) SQL Server 2014
7 159 (3.82%) RavenDB
8 149 (3.58%) Relational Database
9 143 (3.44%) SQL Server 2008
10 109 (2.62%) PostgreSQL
11 102 (2.45%) SQL Server Reporting Services
12 70 (1.68%) SQL Server Integration Services
13 69 (1.66%) SQL Server 2012
14 56 (1.35%) Couchbase
15 55 (1.32%) Redis
16 47 (1.13%) Big Data
17 40 (0.96%) Hadoop
18 38 (0.91%) RDBMS
19 35 (0.84%) Azure SQL Database
20 28 (0.67%) Oracle Database
Development Applications
1 995 (23.92%) Git (software)
2 415 (9.98%) Visual Studio
3 307 (7.38%) Team Foundation Server
4 295 (7.09%) TeamCity
5 272 (6.54%) gulp
6 248 (5.96%) Subversion
7 238 (5.72%) Jenkins
8 229 (5.50%) JIRA
9 219 (5.26%) Selenium
10 143 (3.44%) Jasmine
11 138 (3.32%) Grunt
12 126 (3.03%) NUnit
12 126 (3.03%) webpack
13 113 (2.72%) Bitbucket
14 96 (2.31%) Karma Test Runner
15 94 (2.26%) Maven
16 79 (1.90%) Octopus Deploy
17 77 (1.85%) JUnit
18 71 (1.71%) Protractor
19 65 (1.56%) Mocha
General
1 610 (14.66%) Finance
2 224 (5.38%) Games
3 209 (5.02%) Marketing
4 140 (3.37%) Retail
5 137 (3.29%) Music Industry
6 128 (3.08%) Banking
7 110 (2.64%) Advertising
8 98 (2.36%) Telecoms
9 80 (1.92%) Legal
10 71 (1.71%) Electronics
10 71 (1.71%) Manufacturing
11 33 (0.79%) Law
12 26 (0.63%) Online Betting
13 22 (0.53%) Automotive
14 17 (0.41%) Investment Banking
15 15 (0.36%) Back Office
16 13 (0.31%) Retail Banking
17 12 (0.29%) Front Office
17 12 (0.29%) Pharmaceutical
18 9 (0.22%) Publishing
Job Titles
1 3768 (90.58%) Developer
2 1826 (43.89%) .NET Developer
3 816 (19.62%) C# Developer
4 632 (15.19%) C# .NET Developer
5 551 (13.25%) Front End Developer (Client-Side Developer)
6 481 (11.56%) ASP.NET Developer
7 463 (11.13%) Senior Developer
8 460 (11.06%) Web Developer
9 437 (10.50%) JavaScript Developer
10 424 (10.19%) C# ASP.NET Developer
11 416 (10.00%) Software Developer
12 358 (8.61%) ASP.NET MVC Developer
13 353 (8.49%) Full Stack Developer
14 299 (7.19%) HTML Developer
15 273 (6.56%) Angular Developer
16 250 (6.01%) PHP Developer
17 235 (5.65%) .NET Software Developer
18 229 (5.50%) HTML CSS Developer
19 221 (5.31%) Java Developer
20 216 (5.19%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 3049 (73.29%) AngularJS
2 2766 (66.49%) HTML
3 2665 (64.06%) CSS
4 2630 (63.22%) .NET
5 2204 (52.98%) ASP.NET
6 2060 (49.52%) jQuery
7 1639 (39.40%) ASP.NET MVC
8 1583 (38.05%) HTML5
9 1319 (31.71%) ASP.NET Web API
10 1153 (27.72%) RESTful
11 1115 (26.80%) CSS3
12 1082 (26.01%) KnockoutJS
13 1028 (24.71%) .NET Framework
14 917 (22.04%) ASP.NET MVC 5
15 855 (20.55%) Node.js
16 756 (18.17%) Entity Framework
17 715 (17.19%) Web Services
18 683 (16.42%) WCF
19 652 (15.67%) React
20 611 (14.69%) Sass
Miscellaneous
1 541 (13.00%) User Experience
2 357 (8.58%) Greenfield Project
3 304 (7.31%) Computer Science
4 201 (4.83%) Mobile App
5 188 (4.52%) Fintech
6 143 (3.44%) Analytical Skills
7 67 (1.61%) Digital TV
8 52 (1.25%) Tandem
9 46 (1.11%) W3C
10 28 (0.67%) Virtual Team
11 27 (0.65%) Online Games
12 26 (0.63%) Enterprise Software
13 25 (0.60%) iPad
14 21 (0.50%) Linux Command Line
14 21 (0.50%) Social Media
15 19 (0.46%) Cloud Native
15 19 (0.46%) RIA
16 18 (0.43%) N-Tier
17 17 (0.41%) BBC
18 15 (0.36%) Management Information System
Operating Systems
1 311 (7.48%) Linux
2 240 (5.77%) Windows
3 174 (4.18%) Android
4 154 (3.70%) Apple iOS
5 55 (1.32%) Unix
6 28 (0.67%) Windows Server
7 17 (0.41%) Ubuntu
8 14 (0.34%) Windows Phone
9 13 (0.31%) Windows Phone 8
10 11 (0.26%) CentOS
11 10 (0.24%) Windows Server 2008
12 8 (0.19%) Windows Server 2012
13 6 (0.14%) Windows 10
14 5 (0.12%) Windows 8
14 5 (0.12%) Windows Mobile
15 3 (0.072%) Debian
16 2 (0.048%) Mac OS
16 2 (0.048%) Red Hat Enterprise Linux
17 1 (0.024%) Mac OS X
17 1 (0.024%) Windows 7
Processes & Methodologies
1 2633 (63.29%) MVC
2 2353 (56.56%) Agile Software Development
3 1386 (33.32%) TDD
4 1030 (24.76%) Web Application Development
5 1017 (24.45%) Web Development
6 898 (21.59%) BDD
7 832 (20.00%) Scrum
8 701 (16.85%) Front End Development
9 536 (12.88%) OO
10 461 (11.08%) Software Engineering
11 385 (9.25%) Continuous Integration
12 352 (8.46%) Unit Testing
13 347 (8.34%) Kanban
14 300 (7.21%) Responsive Web Design
15 286 (6.88%) Dependency Injection
16 272 (6.54%) E-Commerce
17 254 (6.11%) Mentoring
18 250 (6.01%) Test Automation
19 238 (5.72%) SDLC
20 221 (5.31%) Analytics
Programming Languages
1 2908 (69.90%) JavaScript
2 2568 (61.73%) C#
3 1185 (28.49%) SQL
4 558 (13.41%) PHP
5 504 (12.12%) Java
6 440 (10.58%) Ruby
7 318 (7.64%) T-SQL
8 222 (5.34%) TypeScript
9 185 (4.45%) VB.NET
10 155 (3.73%) F#
11 145 (3.49%) Python
12 130 (3.13%) ES6
13 106 (2.55%) C
14 60 (1.44%) VB
15 56 (1.35%) C++
15 56 (1.35%) PL/SQL
16 39 (0.94%) Go
17 36 (0.87%) Scala
18 33 (0.79%) PowerShell
19 32 (0.77%) PHP 7
Qualifications
1 395 (9.50%) Degree
2 110 (2.64%) Computer Science Degree
3 67 (1.61%) Microsoft Certification
4 33 (0.79%) Security Cleared
5 24 (0.58%) MCSD
6 22 (0.53%) MCAD
7 20 (0.48%) MCP
8 18 (0.43%) SC Cleared
9 17 (0.41%) Sun Certification
10 16 (0.38%) DBS Check
11 9 (0.22%) MCSA
12 8 (0.19%) BPSS Clearance
12 8 (0.19%) DV Cleared
13 7 (0.17%) HND
14 6 (0.14%) PhD
15 5 (0.12%) ISEB
15 5 (0.12%) ISEB Practitioner
16 4 (0.096%) MCTS
17 3 (0.072%) HNC
18 1 (0.024%) MCSE
Quality Assurance & Compliance
1 99 (2.38%) QA
2 27 (0.65%) WCAG
3 12 (0.29%) GCP
4 9 (0.22%) WAI
5 7 (0.17%) SLA
6 6 (0.14%) Dodd-Frank
6 6 (0.14%) HIPAA
6 6 (0.14%) MiFID
7 3 (0.072%) COSHH
7 3 (0.072%) EMIR
7 3 (0.072%) GMP
8 2 (0.048%) ISO 14001
8 2 (0.048%) ISO 9001
8 2 (0.048%) ISO/IEC 27001
9 1 (0.024%) GAMP
System Software
1 144 (3.46%) Docker
2 20 (0.48%) Active Directory
3 8 (0.19%) Virtual Servers
4 3 (0.072%) Cygwin
5 2 (0.048%) Varnish
6 1 (0.024%) Firmware
6 1 (0.024%) HDFS
6 1 (0.024%) Virtual Machines
6 1 (0.024%) VMware Infrastructure
6 1 (0.024%) vSphere
Systems Management
1 152 (3.65%) Kibana
2 92 (2.21%) Business Desktop Deployment
2 92 (2.21%) WSUS
3 56 (1.35%) Puppet
4 30 (0.72%) Kubernetes
5 24 (0.58%) Opscode Chef
6 19 (0.46%) Capistrano
6 19 (0.46%) Docker Swarm
7 18 (0.43%) Ansible
8 10 (0.24%) Systems Management Server (SMS)
9 5 (0.12%) rkt
10 2 (0.048%) Cobbler
10 2 (0.048%) Salt
10 2 (0.048%) Terraform
11 1 (0.024%) HP Quality Center
11 1 (0.024%) Plesk
11 1 (0.024%) ZABBIX
Vendors
1 713 (17.14%) Microsoft
2 175 (4.21%) Oracle
3 174 (4.18%) Google
4 138 (3.32%) Adobe
5 78 (1.88%) Xamarin
6 76 (1.83%) Twitter
7 73 (1.75%) Zend
8 54 (1.30%) Sitecore
9 52 (1.25%) Telerik
10 32 (0.77%) Atlassian
11 31 (0.75%) HP
12 29 (0.70%) DevExpress
12 29 (0.70%) SAP
13 28 (0.67%) ServiceNow
14 24 (0.58%) Salesforce.com
15 21 (0.50%) EMC
15 21 (0.50%) Sun
16 14 (0.34%) IBM
16 14 (0.34%) Marketo
17 13 (0.31%) Sony