Period
to 22 August 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 22 August 2017 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
22 Aug 2017
Same period 2016 Same period 2015
Rank 161 190 261
Rank change year-on-year +29 +71 +204
Permanent jobs citing Twitter Bootstrap 3999 3457 2768
As % of all permanent IT jobs advertised in the UK 2.27% 1.75% 1.27%
As % of the Libraries, Frameworks & Software Standards category 5.61% 4.52% 3.35%
Number of salaries quoted 3625 3149 2517
UK median annual salary £42,500 £42,500 £41,000
Median salary % change year-on-year - +3.66% -3.53%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £65,000 £65,000
UK excluding London median annual salary £40,000 £40,000 £38,638
% change year-on-year - +3.52% -3.40%

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 with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 71287 76414 82607
As % of all permanent IT job vacancies advertised in the UK 40.49% 38.78% 37.87%
Number of salaries quoted 59236 66374 70455
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +3.45%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
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 22 August 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 22 August 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 +36 3797 £42,500 - 256
UK excluding London +67 2938 £40,000 - 220
London -11 1009 £55,000 +10.00% 52
South East +71 894 £40,000 -5.88% 68
North of England +62 817 £37,500 +7.14% 65
North West +41 543 £40,000 +14.29% 39
Midlands +81 518 £37,500 +7.14% 30
West Midlands +56 367 £36,000 +2.86% 17
East of England +74 330 £45,000 +12.50% 19
Yorkshire +75 246 £35,000 - 25
South West -37 229 £40,000 +6.67% 21
East Midlands +90 151 £40,000 - 13
Scotland -41 85 £41,500 +3.75% 8
Wales +40 65 £40,000 +33.33% 5
North East -8 28 £25,000 -37.50% 1
Northern Ireland -5 7 £35,000 - 4

For the 6 months to 22 August 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 2879 (71.99%) AngularJS
2 2860 (71.52%) JavaScript
3 2749 (68.74%) HTML
4 2709 (67.74%) CSS
5 2484 (62.12%) MVC
6 2452 (61.32%) .NET
7 2423 (60.59%) C#
8 2139 (53.49%) Agile Software Development
9 2065 (51.64%) jQuery
10 2062 (51.56%) ASP.NET
11 1870 (46.76%) SQL Server
12 1549 (38.73%) HTML5
13 1543 (38.58%) ASP.NET MVC
14 1282 (32.06%) TDD
15 1169 (29.23%) SQL
16 1145 (28.63%) ASP.NET Web API
17 1020 (25.51%) .NET Framework
18 1015 (25.38%) CSS3
19 999 (24.98%) Git (software)
20 995 (24.88%) Web Development
21 992 (24.81%) RESTful
22 949 (23.73%) KnockoutJS
23 903 (22.58%) Web Application Development
24 818 (20.46%) Scrum
25 796 (19.90%) ASP.NET MVC 5
26 784 (19.60%) Node.js
27 743 (18.58%) BDD
28 734 (18.35%) Microsoft
29 713 (17.83%) Entity Framework
30 701 (17.53%) 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
1 248 (6.20%) CMS
2 196 (4.90%) Elasticsearch
3 180 (4.50%) Apache
4 157 (3.93%) WordPress
5 137 (3.43%) IIS
6 122 (3.05%) SharePoint
7 78 (1.95%) Umbraco
8 76 (1.90%) nginx
9 72 (1.80%) Drupal
10 66 (1.65%) EPiServer
11 51 (1.28%) Apache Solr
12 39 (0.98%) Tomcat
13 37 (0.93%) Sitecore CMS
14 31 (0.78%) JBoss
15 28 (0.70%) Confluence
16 23 (0.58%) Marvel
16 23 (0.58%) SharePoint 2013
17 21 (0.53%) Adobe Experience Manager
18 20 (0.50%) NServiceBus
18 20 (0.50%) Oracle SOA Suite
Applications
1 156 (3.90%) Photoshop
2 64 (1.60%) Microsoft Excel
3 53 (1.33%) Adobe Illustrator
4 36 (0.90%) Adobe Creative Suite
5 32 (0.80%) Microsoft Office
6 30 (0.75%) InVision
7 14 (0.35%) InDesign
8 11 (0.28%) Microsoft PowerPoint
9 9 (0.23%) MS Visio
10 3 (0.075%) SPSS
11 2 (0.050%) Spreadsheet
12 1 (0.025%) UXPin
Business Applications
1 29 (0.73%) Dynamics CRM
2 25 (0.63%) Magento
3 19 (0.48%) Eloqua
4 11 (0.28%) Payment Gateway
5 8 (0.20%) Movex
6 6 (0.15%) Shopify
6 6 (0.15%) Visualfiles
7 4 (0.10%) Remedy ITSM
8 2 (0.050%) nopCommerce
8 2 (0.050%) OpenText MBPM
8 2 (0.050%) Salesforce.com CRM
8 2 (0.050%) StreamServe
8 2 (0.050%) WebTrends
9 1 (0.025%) Dynamics NAV
9 1 (0.025%) MetaTrader
9 1 (0.025%) NetSuite
9 1 (0.025%) OpenCart
9 1 (0.025%) PlanetPress Connect
Cloud Services
1 604 (15.10%) Microsoft Azure
2 361 (9.03%) Amazon AWS
3 176 (4.40%) GitHub
4 131 (3.28%) SaaS
5 81 (2.03%) Cloud Computing
6 49 (1.23%) Office 365
7 43 (1.08%) Amazon S3
8 36 (0.90%) Amazon EC2
9 30 (0.75%) Google Analytics
10 29 (0.73%) AWS Elastic Beanstalk
11 26 (0.65%) Google Cloud Platform
12 24 (0.60%) PaaS
13 16 (0.40%) CloudFront
13 16 (0.40%) Google App Engine
14 15 (0.38%) Firebase
15 14 (0.35%) Adobe Creative Cloud
16 13 (0.33%) Force.com
17 12 (0.30%) Sage Pay
18 10 (0.25%) Akamai
19 8 (0.20%) Azure Active Directory
Communications & Networking
1 198 (4.95%) Internet
2 86 (2.15%) HTTP
3 21 (0.53%) TCP/IP
4 18 (0.45%) Intranet
5 16 (0.40%) SSL
6 14 (0.35%) ATM
7 12 (0.30%) LDAP
7 12 (0.30%) SMS
8 11 (0.28%) HTTPS
9 8 (0.20%) SSH
9 8 (0.20%) Wireless
10 7 (0.18%) DNS
11 5 (0.13%) Skype
12 4 (0.10%) Extranet
12 4 (0.10%) WinSCP
13 3 (0.075%) AMQP
14 2 (0.050%) Broadband
14 2 (0.050%) FTP
14 2 (0.050%) Network Security
15 1 (0.025%) SMTP
Database & Business Intelligence
1 1870 (46.76%) SQL Server
2 472 (11.80%) MongoDB
3 462 (11.55%) SQL Server 2016
4 426 (10.65%) MySQL
5 413 (10.33%) NoSQL
6 402 (10.05%) SQL Server 2014
7 152 (3.80%) Relational Database
8 146 (3.65%) RavenDB
9 132 (3.30%) SQL Server Reporting Services
10 129 (3.23%) SQL Server 2008
11 113 (2.83%) PostgreSQL
12 100 (2.50%) SQL Server Integration Services
13 93 (2.33%) SQL Server 2012
14 59 (1.48%) Big Data
14 59 (1.48%) Redis
15 44 (1.10%) Couchbase
16 35 (0.88%) Hadoop
17 31 (0.78%) RDBMS
18 30 (0.75%) Amazon RDS
19 26 (0.65%) SQL Server Analysis Services
Development Applications
1 999 (24.98%) Git (software)
2 505 (12.63%) Visual Studio
3 339 (8.48%) Team Foundation Server
4 304 (7.60%) gulp
5 300 (7.50%) Subversion
6 246 (6.15%) TeamCity
7 230 (5.75%) JIRA
8 209 (5.23%) Selenium
9 206 (5.15%) Jenkins
10 171 (4.28%) Grunt
11 161 (4.03%) NUnit
12 146 (3.65%) Jasmine
13 137 (3.43%) webpack
14 97 (2.43%) Karma Test Runner
15 92 (2.30%) Bower
16 75 (1.88%) Mocha
17 67 (1.68%) Maven
18 62 (1.55%) Bitbucket
18 62 (1.55%) Protractor
19 61 (1.53%) Octopus Deploy
General
1 550 (13.75%) Finance
2 234 (5.85%) Marketing
3 218 (5.45%) Games
4 153 (3.83%) Retail
5 113 (2.83%) Advertising
6 102 (2.55%) Music Industry
7 95 (2.38%) Telecoms
8 89 (2.23%) Banking
9 80 (2.00%) Legal
10 68 (1.70%) Manufacturing
11 56 (1.40%) Electronics
12 39 (0.98%) Law
13 28 (0.70%) Online Betting
14 19 (0.48%) Investment Banking
15 18 (0.45%) Back Office
16 16 (0.40%) Automotive
17 14 (0.35%) Financial Institution
18 12 (0.30%) Publishing
19 11 (0.28%) Billing
20 9 (0.23%) Front Office
Job Titles
1 3576 (89.42%) Developer
2 1595 (39.88%) .NET Developer
3 754 (18.85%) C# Developer
4 563 (14.08%) C# .NET Developer
5 557 (13.93%) Front End Developer (Client-Side Developer)
6 505 (12.63%) Senior Developer
7 455 (11.38%) JavaScript Developer
8 437 (10.93%) Software Developer
9 431 (10.78%) ASP.NET Developer
10 423 (10.58%) Web Developer
11 375 (9.38%) C# ASP.NET Developer
12 319 (7.98%) ASP.NET MVC Developer
13 285 (7.13%) Full Stack Developer
14 279 (6.98%) HTML Developer
15 265 (6.63%) PHP Developer
16 225 (5.63%) HTML CSS Developer
17 206 (5.15%) Angular Developer
18 198 (4.95%) .NET Software Developer
19 196 (4.90%) Senior .NET Developer
20 177 (4.43%) Junior
Libraries, Frameworks & Software Standards
1 2879 (71.99%) AngularJS
2 2749 (68.74%) HTML
3 2709 (67.74%) CSS
4 2452 (61.32%) .NET
5 2065 (51.64%) jQuery
6 2062 (51.56%) ASP.NET
7 1549 (38.73%) HTML5
8 1543 (38.58%) ASP.NET MVC
9 1145 (28.63%) ASP.NET Web API
10 1020 (25.51%) .NET Framework
11 1015 (25.38%) CSS3
12 992 (24.81%) RESTful
13 949 (23.73%) KnockoutJS
14 796 (19.90%) ASP.NET MVC 5
15 784 (19.60%) Node.js
16 713 (17.83%) Entity Framework
17 701 (17.53%) Web Services
18 666 (16.65%) WCF
19 617 (15.43%) Sass
20 567 (14.18%) React
Miscellaneous
1 582 (14.55%) User Experience
2 363 (9.08%) Greenfield Project
3 304 (7.60%) Computer Science
4 227 (5.68%) Mobile App
5 191 (4.78%) Fintech
6 184 (4.60%) Analytical Skills
7 57 (1.43%) Digital TV
8 54 (1.35%) Linux Command Line
9 53 (1.33%) iPad
10 44 (1.10%) Client/Server
11 36 (0.90%) Enterprise Software
11 36 (0.90%) N-Tier
12 29 (0.73%) Online Games
12 29 (0.73%) W3C
13 28 (0.70%) Tandem
14 24 (0.60%) Digital Media
15 21 (0.53%) Virtual Team
16 20 (0.50%) Data Structures
17 19 (0.48%) Cloud Native
18 18 (0.45%) Algorithms
Operating Systems
1 385 (9.63%) Linux
2 234 (5.85%) Windows
3 152 (3.80%) Android
4 138 (3.45%) Apple iOS
5 36 (0.90%) Unix
6 25 (0.63%) Windows Server
7 20 (0.50%) Windows Phone
8 15 (0.38%) CentOS
9 14 (0.35%) Ubuntu
9 14 (0.35%) Windows Server 2012
10 13 (0.33%) Windows Phone 8
11 10 (0.25%) Windows Server 2008
12 5 (0.13%) Amazon Linux
12 5 (0.13%) Debian
13 2 (0.050%) Windows 10
14 1 (0.025%) Mac OS
14 1 (0.025%) Mac OS X
14 1 (0.025%) Red Hat Enterprise Linux
14 1 (0.025%) Windows 7
14 1 (0.025%) Windows 8
Processes & Methodologies
1 2484 (62.12%) MVC
2 2139 (53.49%) Agile Software Development
3 1282 (32.06%) TDD
4 995 (24.88%) Web Development
5 903 (22.58%) Web Application Development
6 818 (20.46%) Scrum
7 743 (18.58%) BDD
8 682 (17.05%) Front End Development
9 567 (14.18%) OO
10 443 (11.08%) Software Engineering
11 379 (9.48%) Continuous Integration
12 333 (8.33%) Unit Testing
13 307 (7.68%) Kanban
14 299 (7.48%) Responsive Web Design
15 261 (6.53%) OOP
16 258 (6.45%) E-Commerce
17 244 (6.10%) Test Automation
18 239 (5.98%) Dependency Injection
19 235 (5.88%) SDLC
20 216 (5.40%) Mentoring
Programming Languages
1 2860 (71.52%) JavaScript
2 2423 (60.59%) C#
3 1169 (29.23%) SQL
4 586 (14.65%) PHP
5 415 (10.38%) Java
6 385 (9.63%) Ruby
7 378 (9.45%) T-SQL
8 168 (4.20%) VB.NET
9 163 (4.08%) TypeScript
10 145 (3.63%) Python
11 120 (3.00%) F#
12 114 (2.85%) ES6
13 84 (2.10%) C
14 83 (2.08%) C++
15 58 (1.45%) XPath
16 57 (1.43%) PHP 7
16 57 (1.43%) VB
17 45 (1.13%) Objective-C
18 39 (0.98%) PL/SQL
19 34 (0.85%) Go
Qualifications
1 418 (10.45%) Degree
2 134 (3.35%) Computer Science Degree
3 34 (0.85%) Microsoft Certification
4 21 (0.53%) Security Cleared
5 13 (0.33%) HND
6 12 (0.30%) MCP
6 12 (0.30%) PhD
6 12 (0.30%) PMI Certification
7 10 (0.25%) DBS Check
7 10 (0.25%) MCSD
7 10 (0.25%) SC Cleared
8 8 (0.20%) MCAD
9 6 (0.15%) Numerate Degree
10 4 (0.10%) DV Cleared
11 3 (0.075%) HNC
11 3 (0.075%) ISEB
11 3 (0.075%) ISEB Practitioner
11 3 (0.075%) Sun Certification
12 2 (0.050%) MCSA
13 1 (0.025%) MCTS
Quality Assurance & Compliance
1 83 (2.08%) QA
2 16 (0.40%) WCAG
3 12 (0.30%) GCP
4 8 (0.20%) ISO 9001
5 6 (0.15%) ISO 14001
5 6 (0.15%) SLA
6 4 (0.10%) Dodd-Frank
6 4 (0.10%) HIPAA
6 4 (0.10%) ISO/IEC 27001
6 4 (0.10%) MiFID
6 4 (0.10%) WAI
7 3 (0.075%) EMIR
8 2 (0.050%) ISO/IEC 20000
8 2 (0.050%) PCI DSS
System Software
1 137 (3.43%) Docker
2 18 (0.45%) Active Directory
3 9 (0.23%) Varnish
4 6 (0.15%) Virtual Servers
5 5 (0.13%) Apache ZooKeeper
5 5 (0.13%) etcd
6 4 (0.10%) Virtual Machines
7 1 (0.025%) Cygwin
Systems Management
1 119 (2.98%) Kibana
2 67 (1.68%) Business Desktop Deployment
2 67 (1.68%) WSUS
3 45 (1.13%) Opscode Chef
4 36 (0.90%) Puppet
5 31 (0.78%) Kubernetes
6 29 (0.73%) Ansible
7 16 (0.40%) Capistrano
8 8 (0.20%) Terraform
9 5 (0.13%) Consul
9 5 (0.13%) rkt
10 4 (0.10%) Systems Management Server (SMS)
11 3 (0.075%) EMC NetWorker
11 3 (0.075%) Salt
12 2 (0.050%) Plesk
13 1 (0.025%) Cobbler
13 1 (0.025%) Grafana
13 1 (0.025%) logstash
13 1 (0.025%) StatsD
Vendors
1 734 (18.35%) Microsoft
2 133 (3.33%) Adobe
3 121 (3.03%) Google
4 120 (3.00%) Oracle
5 108 (2.70%) Xamarin
6 79 (1.98%) Twitter
7 78 (1.95%) Zend
8 60 (1.50%) Sitecore
9 35 (0.88%) SAP
10 34 (0.85%) Telerik
11 32 (0.80%) ServiceNow
12 29 (0.73%) Salesforce.com
13 19 (0.48%) EMC
13 19 (0.48%) Marketo
14 17 (0.43%) Atlassian
15 16 (0.40%) Rackspace
16 14 (0.35%) IBM
17 13 (0.33%) Interwoven
18 12 (0.30%) Sage
19 9 (0.23%) Infragistics