Period
to 19 January 2018

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 19 January 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 144 176 217
Rank change year-on-year +32 +41 +157
Permanent jobs citing Twitter Bootstrap 4,123 3,430 3,314
As % of all permanent IT jobs advertised in the UK 2.37% 1.94% 1.59%
As % of the Libraries, Frameworks & Software Standards category 5.83% 4.93% 4.15%
Number of salaries quoted 3,742 3,122 3,027
UK median annual salary £42,500 £42,500 £42,500
10th Percentile £28,750 £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 70,673 69,589 79,812
As % of all permanent IT jobs advertised in the UK 40.60% 39.34% 38.21%
Number of salaries quoted 59,256 60,136 68,517
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £28,750 £27,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 19 January 2018.

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 19 January 2018. 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 +44 3,964 £42,500 - 588
UK excluding London +55 3,111 £40,000 - 458
South East +83 1,135 £42,500 -5.56% 144
London -24 969 £55,000 +4.76% 157
North of England +41 754 £40,000 +6.67% 124
Midlands +23 471 £37,500 - 62
North West +22 471 £40,000 +6.32% 75
East of England +44 351 £43,500 +8.75% 44
West Midlands +22 310 £37,500 - 41
South West +14 284 £40,000 - 57
Yorkshire +57 229 £35,000 - 36
East Midlands +27 161 £40,000 +6.67% 21
Wales +18 63 £41,500 +27.69% 13
North East +6 54 £32,500 -18.75% 13
Scotland -92 36 £40,000 +6.67% 9
Northern Ireland -1 20 £40,000 -20.79% 5

For the 6 months to 19 January 2018, 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 3,013 (73.08%) AngularJS
2 2,896 (70.24%) JavaScript
3 2,675 (64.88%) HTML
4 2,625 (63.67%) .NET
5 2,615 (63.42%) MVC
6 2,576 (62.48%) C#
7 2,554 (61.95%) CSS
8 2,410 (58.45%) Agile Software Development
9 2,174 (52.73%) ASP.NET
10 2,014 (48.85%) SQL Server
11 1,989 (48.24%) jQuery
12 1,686 (40.89%) ASP.NET MVC
13 1,592 (38.61%) HTML5
14 1,397 (33.88%) TDD
15 1,384 (33.57%) ASP.NET Web API
16 1,177 (28.55%) RESTful
17 1,131 (27.43%) SQL
18 1,120 (27.16%) Web Application Development
19 1,101 (26.70%) KnockoutJS
19 1,101 (26.70%) CSS3
20 1,014 (24.59%) .NET Framework
21 989 (23.99%) Web Development
22 985 (23.89%) ASP.NET MVC 5
23 962 (23.33%) Git (software)
24 934 (22.65%) BDD
25 898 (21.78%) Node.js
26 823 (19.96%) Scrum
27 799 (19.38%) Microsoft Azure
28 785 (19.04%) SQL Server 2016
29 754 (18.29%) Entity Framework

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
1 266 (6.45%) CMS
2 202 (4.90%) Elasticsearch
3 158 (3.83%) Apache
4 138 (3.35%) Umbraco
5 130 (3.15%) WordPress
6 118 (2.86%) IIS
7 94 (2.28%) SharePoint
8 79 (1.92%) JBoss
9 48 (1.16%) Drupal
10 45 (1.09%) Tomcat
11 41 (0.99%) Confluence
12 34 (0.82%) EPiServer
13 31 (0.75%) Sitecore CMS
14 26 (0.63%) nginx
15 25 (0.61%) Apache Spark
16 24 (0.58%) Apache Solr
16 24 (0.58%) WebSphere
17 19 (0.46%) Kentico
18 17 (0.41%) Oracle SOA Suite
19 14 (0.34%) Liferay
Applications
1 150 (3.64%) Photoshop
2 65 (1.58%) Adobe Illustrator
3 41 (0.99%) Adobe Creative Suite
4 28 (0.68%) Microsoft Office
5 24 (0.58%) Microsoft Excel
6 21 (0.51%) InVision
7 16 (0.39%) Spreadsheet
8 11 (0.27%) InDesign
9 7 (0.17%) UXPin
10 6 (0.15%) Microsoft PowerPoint
11 4 (0.097%) Fireworks
12 3 (0.073%) Chatbot
12 3 (0.073%) OmniGraffle
12 3 (0.073%) SPSS
13 2 (0.049%) Adobe Premiere
13 2 (0.049%) MS Visio
14 1 (0.024%) Adobe After Effects
14 1 (0.024%) GNU Octave
14 1 (0.024%) HipChat
14 1 (0.024%) InfoPath
Business Applications
1 48 (1.16%) Magento
2 39 (0.95%) Dynamics CRM
3 17 (0.41%) Payment Gateway
4 6 (0.15%) Distributed Ledger
4 6 (0.15%) Eloqua
4 6 (0.15%) Shopify
5 5 (0.12%) WebTrends
6 4 (0.097%) Adobe Campaign
7 3 (0.073%) Dynamics NAV
8 2 (0.049%) Oracle BPM
8 2 (0.049%) Remedy ITSM
8 2 (0.049%) Salesforce.com CRM
8 2 (0.049%) Visualfiles
Cloud Services
1 799 (19.38%) Microsoft Azure
2 353 (8.56%) Amazon AWS
3 197 (4.78%) SaaS
4 122 (2.96%) npm
5 109 (2.64%) GitHub
6 54 (1.31%) Office 365
7 30 (0.73%) PaaS
8 29 (0.70%) Cloud Computing
9 20 (0.49%) Amazon EC2
10 18 (0.44%) Amazon S3
11 17 (0.41%) Google Cloud Platform
12 16 (0.39%) Adobe Creative Cloud
13 13 (0.32%) Google Analytics
14 11 (0.27%) IaaS
14 11 (0.27%) Sage Pay
15 9 (0.22%) Google App Engine
16 8 (0.19%) AWS Elastic Beanstalk
16 8 (0.19%) IBM Blueworks
17 7 (0.17%) Azure Active Directory
17 7 (0.17%) Slack
Communications & Networking
1 235 (5.70%) Internet
2 96 (2.33%) Hyperconnected
3 53 (1.29%) HTTP
4 25 (0.61%) TCP/IP
5 23 (0.56%) SMS
6 17 (0.41%) HTTPS
7 16 (0.39%) SSL
8 15 (0.36%) Intranet
8 15 (0.36%) SSH
9 13 (0.32%) AMQP
10 9 (0.22%) DNS
10 9 (0.22%) Extranet
10 9 (0.22%) WinSCP
11 8 (0.19%) Firewall
12 7 (0.17%) Broadband
12 7 (0.17%) SMTP
13 6 (0.15%) VPN
14 5 (0.12%) 3G
15 4 (0.097%) SNMP
16 3 (0.073%) Skype
Database & Business Intelligence
1 2,014 (48.85%) SQL Server
2 785 (19.04%) SQL Server 2016
3 545 (13.22%) MongoDB
4 459 (11.13%) NoSQL
5 428 (10.38%) MySQL
6 287 (6.96%) SQL Server 2014
7 188 (4.56%) RavenDB
8 133 (3.23%) Relational Database
9 118 (2.86%) PostgreSQL
10 105 (2.55%) SQL Server 2008
11 83 (2.01%) SQL Server Reporting Services
12 67 (1.63%) SQL Server 2012
13 62 (1.50%) SQL Server Integration Services
14 50 (1.21%) Couchbase
15 47 (1.14%) Azure SQL Database
16 46 (1.12%) Redis
17 34 (0.82%) Hadoop
18 31 (0.75%) Big Data
19 30 (0.73%) Oracle Database
19 30 (0.73%) RDBMS
Development Applications
1 962 (23.33%) Git (software)
2 307 (7.45%) Visual Studio
3 281 (6.82%) TeamCity
4 270 (6.55%) Team Foundation Server
5 228 (5.53%) gulp
6 212 (5.14%) Jenkins
7 200 (4.85%) Selenium
8 197 (4.78%) Subversion
9 186 (4.51%) JIRA
10 139 (3.37%) Jasmine
11 135 (3.27%) Bitbucket
12 101 (2.45%) Karma Test Runner
12 101 (2.45%) NUnit
12 101 (2.45%) webpack
13 87 (2.11%) Grunt
14 74 (1.79%) JUnit
14 74 (1.79%) Maven
14 74 (1.79%) Octopus Deploy
15 64 (1.55%) Protractor
16 51 (1.24%) Mocha
General
1 640 (15.52%) Finance
2 214 (5.19%) Marketing
3 210 (5.09%) Games
4 154 (3.74%) Music Industry
5 134 (3.25%) Banking
6 129 (3.13%) Retail
7 111 (2.69%) Advertising
8 71 (1.72%) Legal
9 70 (1.70%) Telecoms
10 56 (1.36%) Manufacturing
11 53 (1.29%) Electronics
12 24 (0.58%) Investment Banking
13 23 (0.56%) Back Office
14 22 (0.53%) Automotive
15 20 (0.49%) Law
16 18 (0.44%) Front Office
17 17 (0.41%) Retail Banking
18 14 (0.34%) Online Betting
19 10 (0.24%) Pharmaceutical
19 10 (0.24%) Publishing
Job Titles
1 3,748 (90.90%) Developer
2 1,871 (45.38%) .NET Developer
3 823 (19.96%) C# Developer
4 666 (16.15%) C# .NET Developer
5 507 (12.30%) Front End Developer (Client-Side Developer)
6 484 (11.74%) ASP.NET Developer
7 470 (11.40%) Web Developer
8 458 (11.11%) Senior Developer
9 455 (11.04%) C# ASP.NET Developer
10 436 (10.57%) Software Developer
11 421 (10.21%) JavaScript Developer
12 376 (9.12%) ASP.NET MVC Developer
13 341 (8.27%) Full Stack Developer
14 286 (6.94%) PHP Developer
15 283 (6.86%) HTML Developer
16 279 (6.77%) .NET Software Developer
17 273 (6.62%) Angular Developer
18 228 (5.53%) C# Software Developer
19 221 (5.36%) Java Developer
20 208 (5.04%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 3,013 (73.08%) AngularJS
2 2,675 (64.88%) HTML
3 2,625 (63.67%) .NET
4 2,554 (61.95%) CSS
5 2,174 (52.73%) ASP.NET
6 1,989 (48.24%) jQuery
7 1,686 (40.89%) ASP.NET MVC
8 1,592 (38.61%) HTML5
9 1,384 (33.57%) ASP.NET Web API
10 1,177 (28.55%) RESTful
11 1,101 (26.70%) CSS3
11 1,101 (26.70%) KnockoutJS
12 1,014 (24.59%) .NET Framework
13 985 (23.89%) ASP.NET MVC 5
14 898 (21.78%) Node.js
15 754 (18.29%) Entity Framework
16 656 (15.91%) WCF
17 637 (15.45%) React
18 632 (15.33%) Web Services
19 549 (13.32%) Sass
Miscellaneous
1 510 (12.37%) User Experience
2 348 (8.44%) Greenfield Project
3 285 (6.91%) Computer Science
4 213 (5.17%) Fintech
5 198 (4.80%) Mobile App
6 112 (2.72%) Analytical Skills
7 85 (2.06%) Tandem
8 60 (1.46%) Digital TV
9 49 (1.19%) W3C
10 35 (0.85%) Enterprise Software
11 31 (0.75%) N-Tier
12 29 (0.70%) Linux Command Line
13 28 (0.68%) Social Media
14 27 (0.65%) Management Information System
14 27 (0.65%) Virtual Team
15 23 (0.56%) BBC
15 23 (0.56%) Cloud Native
16 22 (0.53%) Client/Server
17 18 (0.44%) Cyberattack
17 18 (0.44%) Smartphone
Operating Systems
1 340 (8.25%) Linux
2 191 (4.63%) Windows
3 167 (4.05%) Android
4 140 (3.40%) Apple iOS
5 59 (1.43%) Unix
6 35 (0.85%) Windows Server
7 29 (0.70%) Ubuntu
8 23 (0.56%) CentOS
9 10 (0.24%) Windows 8
10 6 (0.15%) Windows 10
11 5 (0.12%) Windows Mobile
11 5 (0.12%) Windows Server 2008
12 4 (0.097%) Mac OS
12 4 (0.097%) Windows 7
12 4 (0.097%) Windows Server 2012
13 2 (0.049%) Red Hat Enterprise Linux
13 2 (0.049%) zOS
14 1 (0.024%) Debian
14 1 (0.024%) Mac OS X
14 1 (0.024%) Windows Phone 8
Processes & Methodologies
1 2,615 (63.42%) MVC
2 2,410 (58.45%) Agile Software Development
3 1,397 (33.88%) TDD
4 1,120 (27.16%) Web Application Development
5 989 (23.99%) Web Development
6 934 (22.65%) BDD
7 823 (19.96%) Scrum
8 642 (15.57%) Front End Development
9 556 (13.49%) OO
10 420 (10.19%) Software Engineering
11 417 (10.11%) Continuous Integration
12 377 (9.14%) Kanban
13 336 (8.15%) Unit Testing
14 315 (7.64%) Dependency Injection
15 304 (7.37%) Responsive Web Design
16 259 (6.28%) OOP
17 258 (6.26%) E-Commerce
18 255 (6.18%) SDLC
19 240 (5.82%) Test Automation
20 229 (5.55%) Analytics
Programming Languages
1 2,896 (70.24%) JavaScript
2 2,576 (62.48%) C#
3 1,131 (27.43%) SQL
4 611 (14.82%) PHP
5 515 (12.49%) Java
6 463 (11.23%) Ruby
7 245 (5.94%) T-SQL
8 207 (5.02%) TypeScript
9 162 (3.93%) F#
10 159 (3.86%) VB.NET
11 123 (2.98%) ES6
12 109 (2.64%) Python
13 65 (1.58%) VB
14 58 (1.41%) C
15 56 (1.36%) PL/SQL
16 50 (1.21%) PHP 7
17 46 (1.12%) PHP 5
17 46 (1.12%) Scala
18 35 (0.85%) C++
19 30 (0.73%) PowerShell
Qualifications
1 383 (9.29%) Degree
2 114 (2.76%) Computer Science Degree
3 82 (1.99%) Microsoft Certification
4 36 (0.87%) Security Cleared
5 28 (0.68%) MCSD
6 26 (0.63%) MCAD
7 24 (0.58%) MCP
8 20 (0.49%) SC Cleared
9 14 (0.34%) Sun Certification
10 12 (0.29%) BPSS Clearance
10 12 (0.29%) DBS Check
11 10 (0.24%) MCSA
12 6 (0.15%) DV Cleared
13 5 (0.12%) ISEB
14 4 (0.097%) ISEB Practitioner
14 4 (0.097%) MCTS
14 4 (0.097%) Numerate Degree
15 3 (0.073%) HNC
15 3 (0.073%) HND
15 3 (0.073%) Master's Degree
Quality Assurance & Compliance
1 105 (2.55%) QA
2 17 (0.41%) WCAG
3 9 (0.22%) SLA
4 7 (0.17%) WAI
5 6 (0.15%) COSHH
6 5 (0.12%) GMP
6 5 (0.12%) HIPAA
7 3 (0.073%) Dodd-Frank
7 3 (0.073%) MiFID
8 2 (0.049%) GCP
8 2 (0.049%) ISO/IEC 27001
9 1 (0.024%) EMIR
9 1 (0.024%) GAMP
9 1 (0.024%) ISO 14001
9 1 (0.024%) ISO 9001
9 1 (0.024%) PMO
System Software
1 155 (3.76%) Docker
2 14 (0.34%) Active Directory
3 5 (0.12%) HDFS
3 5 (0.12%) Virtual Servers
4 3 (0.073%) Cygwin
5 1 (0.024%) Firmware
5 1 (0.024%) KVM
5 1 (0.024%) Virtual Machines
5 1 (0.024%) VMware Infrastructure
5 1 (0.024%) vSphere
Systems Management
1 160 (3.88%) Kibana
2 108 (2.62%) Business Desktop Deployment
2 108 (2.62%) WSUS
3 53 (1.29%) Puppet
4 27 (0.65%) Docker Swarm
4 27 (0.65%) Opscode Chef
5 22 (0.53%) Kubernetes
6 17 (0.41%) Ansible
7 14 (0.34%) Systems Management Server (SMS)
8 9 (0.22%) Capistrano
9 5 (0.12%) Salt
9 5 (0.12%) Terraform
10 2 (0.049%) Cobbler
11 1 (0.024%) HP Quality Center
11 1 (0.024%) Plesk
11 1 (0.024%) rkt
11 1 (0.024%) ZABBIX
Vendors
1 735 (17.83%) Microsoft
2 186 (4.51%) Google
3 168 (4.07%) Oracle
4 130 (3.15%) Adobe
5 107 (2.60%) Zend
6 86 (2.09%) Twitter
7 61 (1.48%) Xamarin
8 50 (1.21%) Sitecore
9 44 (1.07%) HP
10 39 (0.95%) Telerik
11 33 (0.80%) Atlassian
12 30 (0.73%) DevExpress
13 24 (0.58%) Sony
14 21 (0.51%) Sun
15 20 (0.49%) IBM
15 20 (0.49%) Salesforce.com
16 17 (0.41%) SAP
17 15 (0.36%) Capita
18 13 (0.32%) TOWER Software
19 12 (0.29%) Apple