Period
to 18 October 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 18 October 2017 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
18 Oct 2017
Same period 2016 Same period 2015
Rank 154 184 243
Rank change year-on-year +30 +59 +186
Permanent jobs citing Twitter Bootstrap 3953 3462 3020
As % of all permanent IT jobs advertised in the UK 2.26% 1.81% 1.39%
As % of the Libraries, Frameworks & Software Standards category 5.64% 4.65% 3.66%
Number of salaries quoted 3537 3151 2762
UK median annual salary £42,500 £42,500 £42,500
10th Percentile £27,500 £27,500 £27,500
90th Percentile £65,000 £65,000 £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 70110 74466 82596
As % of all permanent IT jobs advertised in the UK 40.14% 38.85% 37.92%
Number of salaries quoted 58031 64578 70646
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +0.56%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 18 October 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 18 October 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 +38 3762 £42,500 - 379
UK excluding London +73 2949 £40,000 - 298
London -33 954 £55,000 +4.76% 97
South East +80 937 £42,500 - 93
North of England +73 777 £40,000 +14.29% 86
Midlands +72 522 £37,500 +7.14% 47
North West +46 508 £40,000 +14.29% 59
West Midlands +55 369 £37,500 +7.14% 28
East of England +71 316 £45,000 +12.50% 30
South West -9 255 £40,000 - 26
Yorkshire +93 249 £35,000 - 26
East Midlands +94 153 £40,000 +14.29% 19
Scotland -59 71 £41,500 +7.10% 5
Wales +28 61 £40,000 +32.23% 9
North East -17 20 £28,500 -28.75% 1
Northern Ireland -12 16 £35,000 -30.69% 2

For the 6 months to 18 October 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 2876 (72.75%) AngularJS
2 2837 (71.77%) JavaScript
3 2705 (68.43%) HTML
4 2636 (66.68%) CSS
5 2483 (62.81%) .NET
6 2458 (62.18%) MVC
7 2418 (61.17%) C#
8 2167 (54.82%) Agile Software Development
9 2042 (51.66%) ASP.NET
10 2026 (51.25%) jQuery
11 1855 (46.93%) SQL Server
12 1523 (38.53%) HTML5
13 1509 (38.17%) ASP.NET MVC
14 1295 (32.76%) TDD
15 1168 (29.55%) ASP.NET Web API
16 1158 (29.29%) SQL
17 1045 (26.44%) CSS3
18 1036 (26.21%) RESTful
19 1009 (25.52%) .NET Framework
20 1007 (25.47%) Git (software)
21 973 (24.61%) Web Development
22 960 (24.29%) KnockoutJS
23 907 (22.94%) Web Application Development
24 809 (20.47%) Scrum
25 801 (20.26%) ASP.NET MVC 5
26 789 (19.96%) Node.js
27 773 (19.55%) BDD
28 729 (18.44%) Entity Framework
29 718 (18.16%) Front End Development
30 708 (17.91%) 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
1 250 (6.32%) CMS
2 183 (4.63%) Elasticsearch
3 149 (3.77%) Apache
4 148 (3.74%) WordPress
5 137 (3.47%) IIS
6 107 (2.71%) SharePoint
7 92 (2.33%) Umbraco
8 63 (1.59%) EPiServer
9 55 (1.39%) Drupal
10 50 (1.26%) Apache Solr
10 50 (1.26%) JBoss
11 45 (1.14%) Tomcat
12 43 (1.09%) Sitecore CMS
13 42 (1.06%) Confluence
13 42 (1.06%) nginx
14 25 (0.63%) Kentico
15 22 (0.56%) DNN
16 21 (0.53%) Documentum
17 20 (0.51%) WebSphere
18 19 (0.48%) Apache Spark
Applications
1 165 (4.17%) Photoshop
2 66 (1.67%) Adobe Illustrator
3 45 (1.14%) Adobe Creative Suite
4 37 (0.94%) Microsoft Excel
5 33 (0.83%) Microsoft Office
6 28 (0.71%) InVision
7 16 (0.40%) InDesign
8 9 (0.23%) Microsoft PowerPoint
9 7 (0.18%) MS Visio
10 3 (0.076%) SPSS
11 2 (0.051%) Chatbot
11 2 (0.051%) Spreadsheet
11 2 (0.051%) UXPin
12 1 (0.025%) HipChat
Business Applications
1 35 (0.89%) Dynamics CRM
2 30 (0.76%) Magento
3 19 (0.48%) Eloqua
4 16 (0.40%) Payment Gateway
5 8 (0.20%) Movex
6 7 (0.18%) Shopify
7 5 (0.13%) WebTrends
8 4 (0.10%) Adobe Campaign
8 4 (0.10%) Dynamics NAV
8 4 (0.10%) Visualfiles
9 3 (0.076%) Remedy ITSM
9 3 (0.076%) Salesforce.com CRM
10 2 (0.051%) nopCommerce
10 2 (0.051%) OpenText MBPM
10 2 (0.051%) StreamServe
11 1 (0.025%) MetaTrader
11 1 (0.025%) OpenCart
Cloud Services
1 631 (15.96%) Microsoft Azure
2 347 (8.78%) Amazon AWS
3 140 (3.54%) GitHub
4 135 (3.42%) npm
4 135 (3.42%) SaaS
5 59 (1.49%) Cloud Computing
6 50 (1.26%) Office 365
7 30 (0.76%) Amazon S3
8 29 (0.73%) PaaS
9 28 (0.71%) Google Analytics
9 28 (0.71%) Google Cloud Platform
10 26 (0.66%) Amazon EC2
11 19 (0.48%) Google App Engine
12 16 (0.40%) Adobe Creative Cloud
13 14 (0.35%) CloudFront
13 14 (0.35%) Firebase
13 14 (0.35%) Sage Pay
14 11 (0.28%) AWS Elastic Beanstalk
15 9 (0.23%) Akamai
16 8 (0.20%) Force.com
Communications & Networking
1 202 (5.11%) Internet
2 68 (1.72%) HTTP
3 62 (1.57%) Hyperconnected
4 26 (0.66%) TCP/IP
5 20 (0.51%) Intranet
6 19 (0.48%) SMS
7 16 (0.40%) HTTPS
8 14 (0.35%) ATM
9 13 (0.33%) SSL
10 10 (0.25%) LDAP
11 8 (0.20%) AMQP
11 8 (0.20%) WinSCP
12 7 (0.18%) Extranet
13 6 (0.15%) DNS
14 5 (0.13%) Firewall
14 5 (0.13%) SSH
15 4 (0.10%) 3G
15 4 (0.10%) Wireless
16 3 (0.076%) Broadband
16 3 (0.076%) Skype
Database & Business Intelligence
1 1855 (46.93%) SQL Server
2 502 (12.70%) SQL Server 2016
3 460 (11.64%) MongoDB
4 418 (10.57%) NoSQL
5 364 (9.21%) MySQL
6 354 (8.96%) SQL Server 2014
7 144 (3.64%) Relational Database
8 142 (3.59%) RavenDB
9 133 (3.36%) SQL Server 2008
10 117 (2.96%) PostgreSQL
11 110 (2.78%) SQL Server Reporting Services
12 79 (2.00%) SQL Server Integration Services
13 69 (1.75%) SQL Server 2012
14 60 (1.52%) Redis
15 58 (1.47%) Couchbase
16 51 (1.29%) Big Data
17 39 (0.99%) Hadoop
18 38 (0.96%) RDBMS
19 26 (0.66%) Azure SQL Database
20 25 (0.63%) Oracle Database
Development Applications
1 1007 (25.47%) Git (software)
2 465 (11.76%) Visual Studio
3 320 (8.10%) Team Foundation Server
4 290 (7.34%) Subversion
5 285 (7.21%) gulp
6 266 (6.73%) TeamCity
7 252 (6.37%) JIRA
8 213 (5.39%) Selenium
9 212 (5.36%) Jenkins
10 167 (4.22%) Grunt
11 141 (3.57%) NUnit
12 130 (3.29%) Jasmine
13 110 (2.78%) webpack
14 91 (2.30%) Bitbucket
14 91 (2.30%) Karma Test Runner
15 86 (2.18%) Maven
16 80 (2.02%) Bower
17 76 (1.92%) Octopus Deploy
18 72 (1.82%) JUnit
18 72 (1.82%) Mocha
General
1 572 (14.47%) Finance
2 217 (5.49%) Games
3 207 (5.24%) Marketing
4 147 (3.72%) Retail
5 119 (3.01%) Music Industry
6 103 (2.61%) Advertising
6 103 (2.61%) Banking
7 102 (2.58%) Telecoms
8 83 (2.10%) Legal
9 79 (2.00%) Manufacturing
10 64 (1.62%) Electronics
11 36 (0.91%) Law
12 31 (0.78%) Online Betting
13 20 (0.51%) Investment Banking
14 16 (0.40%) Automotive
15 15 (0.38%) Back Office
16 12 (0.30%) Pharmaceutical
17 11 (0.28%) Front Office
18 10 (0.25%) Financial Institution
19 8 (0.20%) Retail Banking
Job Titles
1 3563 (90.13%) Developer
2 1667 (42.17%) .NET Developer
3 774 (19.58%) C# Developer
4 590 (14.93%) C# .NET Developer
5 562 (14.22%) Front End Developer (Client-Side Developer)
6 466 (11.79%) Senior Developer
7 437 (11.05%) ASP.NET Developer
8 433 (10.95%) Web Developer
9 425 (10.75%) JavaScript Developer
10 390 (9.87%) Software Developer
11 380 (9.61%) C# ASP.NET Developer
12 325 (8.22%) Full Stack Developer
13 320 (8.10%) ASP.NET MVC Developer
14 300 (7.59%) HTML Developer
15 243 (6.15%) Angular Developer
16 238 (6.02%) HTML CSS Developer
17 231 (5.84%) PHP Developer
18 213 (5.39%) Senior .NET Developer
19 185 (4.68%) .NET Software Developer
19 185 (4.68%) Java Developer
Libraries, Frameworks & Software Standards
1 2876 (72.75%) AngularJS
2 2705 (68.43%) HTML
3 2636 (66.68%) CSS
4 2483 (62.81%) .NET
5 2042 (51.66%) ASP.NET
6 2026 (51.25%) jQuery
7 1523 (38.53%) HTML5
8 1509 (38.17%) ASP.NET MVC
9 1168 (29.55%) ASP.NET Web API
10 1045 (26.44%) CSS3
11 1036 (26.21%) RESTful
12 1009 (25.52%) .NET Framework
13 960 (24.29%) KnockoutJS
14 801 (20.26%) ASP.NET MVC 5
15 789 (19.96%) Node.js
16 729 (18.44%) Entity Framework
17 708 (17.91%) Web Services
18 645 (16.32%) WCF
19 612 (15.48%) Sass
20 584 (14.77%) React
Miscellaneous
1 556 (14.07%) User Experience
2 353 (8.93%) Greenfield Project
3 282 (7.13%) Computer Science
4 197 (4.98%) Mobile App
5 181 (4.58%) Fintech
6 144 (3.64%) Analytical Skills
7 62 (1.57%) Digital TV
8 44 (1.11%) W3C
9 32 (0.81%) Online Games
10 29 (0.73%) iPad
11 28 (0.71%) Enterprise Software
12 27 (0.68%) Linux Command Line
13 25 (0.63%) Tandem
13 25 (0.63%) Virtual Team
14 20 (0.51%) Cloud Native
14 20 (0.51%) Data Structures
15 19 (0.48%) BBC
16 18 (0.46%) Digital Media
17 17 (0.43%) Algorithms
17 17 (0.43%) Social Media
Operating Systems
1 319 (8.07%) Linux
2 241 (6.10%) Windows
3 157 (3.97%) Android
4 137 (3.47%) Apple iOS
5 44 (1.11%) Unix
6 27 (0.68%) Windows Server
7 17 (0.43%) Windows Phone
8 13 (0.33%) Ubuntu
8 13 (0.33%) Windows Phone 8
9 10 (0.25%) Windows Server 2008
10 8 (0.20%) Windows Server 2012
11 5 (0.13%) CentOS
12 4 (0.10%) Debian
13 3 (0.076%) Windows 10
14 2 (0.051%) Mac OS
14 2 (0.051%) Red Hat Enterprise Linux
14 2 (0.051%) Windows 8
15 1 (0.025%) Mac OS X
15 1 (0.025%) Windows 7
Processes & Methodologies
1 2458 (62.18%) MVC
2 2167 (54.82%) Agile Software Development
3 1295 (32.76%) TDD
4 973 (24.61%) Web Development
5 907 (22.94%) Web Application Development
6 809 (20.47%) Scrum
7 773 (19.55%) BDD
8 718 (18.16%) Front End Development
9 554 (14.01%) OO
10 450 (11.38%) Software Engineering
11 374 (9.46%) Continuous Integration
12 363 (9.18%) Unit Testing
13 319 (8.07%) Kanban
14 310 (7.84%) Responsive Web Design
15 266 (6.73%) E-Commerce
16 259 (6.55%) Mentoring
17 244 (6.17%) Dependency Injection
18 243 (6.15%) SDLC
19 242 (6.12%) Test Automation
20 199 (5.03%) OOP
Programming Languages
1 2837 (71.77%) JavaScript
2 2418 (61.17%) C#
3 1158 (29.29%) SQL
4 522 (13.21%) PHP
5 457 (11.56%) Java
6 393 (9.94%) Ruby
7 348 (8.80%) T-SQL
8 199 (5.03%) TypeScript
9 171 (4.33%) VB.NET
10 157 (3.97%) Python
11 127 (3.21%) F#
12 115 (2.91%) ES6
13 104 (2.63%) C
14 67 (1.69%) C++
15 51 (1.29%) PL/SQL
16 50 (1.26%) VB
17 37 (0.94%) Go
17 37 (0.94%) XPath
18 30 (0.76%) PHP 7
18 30 (0.76%) PowerShell
Qualifications
1 390 (9.87%) Degree
2 99 (2.50%) Computer Science Degree
3 59 (1.49%) Microsoft Certification
4 25 (0.63%) Security Cleared
5 18 (0.46%) MCSD
6 17 (0.43%) MCAD
7 16 (0.40%) MCP
8 11 (0.28%) DBS Check
9 10 (0.25%) HND
10 9 (0.23%) PhD
10 9 (0.23%) SC Cleared
11 7 (0.18%) Sun Certification
12 6 (0.15%) DV Cleared
12 6 (0.15%) MCSA
13 5 (0.13%) ISEB
13 5 (0.13%) ISEB Practitioner
13 5 (0.13%) PMI Certification
14 3 (0.076%) HNC
15 2 (0.051%) BPSS Clearance
15 2 (0.051%) MCTS
Quality Assurance & Compliance
1 96 (2.43%) QA
2 26 (0.66%) WCAG
3 12 (0.30%) GCP
4 11 (0.28%) WAI
5 8 (0.20%) SLA
6 6 (0.15%) Dodd-Frank
6 6 (0.15%) MiFID
7 5 (0.13%) HIPAA
7 5 (0.13%) ISO 9001
8 4 (0.10%) ISO 14001
9 3 (0.076%) EMIR
9 3 (0.076%) ISO/IEC 27001
10 1 (0.025%) GAMP
10 1 (0.025%) ISO/IEC 20000
System Software
1 119 (3.01%) Docker
2 18 (0.46%) Active Directory
3 7 (0.18%) Varnish
4 5 (0.13%) Virtual Servers
5 4 (0.10%) Apache ZooKeeper
5 4 (0.10%) etcd
6 3 (0.076%) Cygwin
7 1 (0.025%) Virtual Machines
7 1 (0.025%) VMware Infrastructure
7 1 (0.025%) vSphere
Systems Management
1 124 (3.14%) Kibana
2 74 (1.87%) Business Desktop Deployment
2 74 (1.87%) WSUS
3 49 (1.24%) Puppet
4 29 (0.73%) Opscode Chef
5 25 (0.63%) Kubernetes
6 20 (0.51%) Ansible
7 19 (0.48%) Capistrano
8 7 (0.18%) Systems Management Server (SMS)
8 7 (0.18%) Terraform
9 5 (0.13%) rkt
10 4 (0.10%) Consul
10 4 (0.10%) Docker Swarm
11 3 (0.076%) Salt
12 2 (0.051%) Cobbler
13 1 (0.025%) HP Quality Center
13 1 (0.025%) Plesk
13 1 (0.025%) ZABBIX
Vendors
1 703 (17.78%) Microsoft
2 154 (3.90%) Oracle
3 139 (3.52%) Adobe
4 129 (3.26%) Google
5 80 (2.02%) Xamarin
6 66 (1.67%) Zend
7 64 (1.62%) Twitter
8 61 (1.54%) Sitecore
9 49 (1.24%) Telerik
10 34 (0.86%) SAP
11 31 (0.78%) ServiceNow
12 26 (0.66%) Atlassian
13 25 (0.63%) Salesforce.com
14 21 (0.53%) EMC
15 19 (0.48%) Marketo
16 18 (0.46%) DevExpress
17 16 (0.40%) IBM
18 14 (0.35%) HP
18 14 (0.35%) Sage
19 13 (0.33%) Sony