Period
to 17 October 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 170 161 191
Rank change year-on-year -9 +30 +57
Permanent jobs citing Twitter Bootstrap 3,271 3,951 3,483
As % of all permanent IT jobs advertised in the UK 1.99% 2.26% 1.82%
As % of the Libraries, Frameworks & Software Standards category 4.98% 5.62% 4.65%
Number of salaries quoted 2,877 3,535 3,170
UK median annual salary £50,000 £42,500 £42,500
Median salary % change year-on-year +17.65% - -
10th Percentile £28,900 £27,600 £27,500
90th Percentile £78,750 £65,000 £65,000
UK excluding London median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 65,720 70,346 74,850
As % of all permanent IT jobs advertised in the UK 39.96% 40.17% 39.01%
Number of salaries quoted 54,337 58,196 64,845
UK median annual salary £50,500 £50,000 £47,500
Median salary % change year-on-year +1.00% +5.26% +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £82,500 £77,500 £76,250
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +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 17 October 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 17 October 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 -11 3,127 £50,000 +17.65% 622
UK excluding London -51 2,024 £45,000 +12.50% 498
London +66 1,198 £60,000 +9.09% 152
South East -17 780 £45,000 +5.88% 119
North of England -80 431 £42,500 +6.25% 130
Midlands -50 292 £44,750 +19.33% 87
North West -64 274 £45,000 +12.50% 83
East of England -21 220 £45,000 - 63
South West -13 207 £40,000 - 71
West Midlands -78 160 £47,500 +26.67% 41
East Midlands -12 132 £40,000 - 46
Yorkshire -53 130 £40,000 +14.29% 41
Scotland -1 68 £40,000 -3.61% 17
North East 0 27 £32,000 +12.28% 6
Northern Ireland +15 19 £32,000 -8.57% 5
Wales -52 15 £35,000 -12.50% 7

For the 6 months to 17 October 2018, IT jobs citing Twitter Bootstrap also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Twitter Bootstrap.

1 2,779 (84.96%) JavaScript
2 2,220 (67.87%) CSS
3 2,195 (67.10%) HTML
4 2,163 (66.13%) AngularJS
5 1,957 (59.83%) .NET
6 1,894 (57.90%) C#
7 1,805 (55.18%) MVC
8 1,755 (53.65%) Agile Software Development
9 1,601 (48.95%) jQuery
10 1,438 (43.96%) ASP.NET
11 1,410 (43.11%) SQL Server
12 1,336 (40.84%) HTML5
13 1,073 (32.80%) ASP.NET MVC
14 971 (29.69%) TDD
15 963 (29.44%) SQL
16 932 (28.49%) ASP.NET Web API
17 931 (28.46%) CSS3
18 860 (26.29%) RESTful
19 850 (25.99%) Scrum
20 823 (25.16%) Git (software)
21 816 (24.95%) Microsoft Azure
22 751 (22.96%) Web Development
23 724 (22.13%) Web Application Development
24 719 (21.98%) React
25 679 (20.76%) KnockoutJS
26 667 (20.39%) Finance
27 657 (20.09%) BDD
28 656 (20.06%) .NET Framework
29 621 (18.99%) Continuous Integration
30 591 (18.07%) SQL Server 2016

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
1 310 (9.48%) CMS
2 128 (3.91%) Confluence
3 124 (3.79%) SharePoint
4 121 (3.70%) IIS
5 120 (3.67%) Elasticsearch
6 108 (3.30%) EPiServer
7 97 (2.97%) Apache
8 94 (2.87%) WordPress
9 75 (2.29%) Umbraco
10 70 (2.14%) Drupal
11 68 (2.08%) Sitecore CMS
12 61 (1.86%) JBoss
13 38 (1.16%) Tomcat
14 26 (0.79%) Apache Spark
14 26 (0.79%) Oracle SOA Suite
15 25 (0.76%) WebLogic
16 18 (0.55%) Adobe Experience Manager
17 14 (0.43%) Kentico
17 14 (0.43%) nginx
18 9 (0.28%) Apache Solr
Applications
1 95 (2.90%) Photoshop
2 50 (1.53%) Adobe Illustrator
3 30 (0.92%) Adobe Creative Suite
4 16 (0.49%) OmniGraffle
5 12 (0.37%) Microsoft Office
6 10 (0.31%) GIMP
7 3 (0.092%) Fireworks
7 3 (0.092%) Microsoft Excel
8 2 (0.061%) Spreadsheet
9 1 (0.031%) InDesign
9 1 (0.031%) InfoPath
Business Applications
1 83 (2.54%) Dynamics CRM
2 49 (1.50%) Eloqua
3 35 (1.07%) Magento
4 15 (0.46%) Shopify
5 7 (0.21%) Actimize
5 7 (0.21%) Oracle Procure-to-Pay
6 6 (0.18%) SDL Web 8
7 5 (0.15%) NetSuite
7 5 (0.15%) SAP Hybris
8 4 (0.12%) Payment Gateway
9 2 (0.061%) OpenCart
10 1 (0.031%) Dynamics AX
10 1 (0.031%) nopCommerce
10 1 (0.031%) Odoo
10 1 (0.031%) Oracle EBS
10 1 (0.031%) osCommerce
10 1 (0.031%) Salesforce.com CRM
10 1 (0.031%) WebTrends
Cloud Services
1 816 (24.95%) Microsoft Azure
2 477 (14.58%) Amazon AWS
3 191 (5.84%) npm
4 130 (3.97%) SaaS
5 122 (3.73%) GitHub
6 31 (0.95%) Serverless
7 27 (0.83%) PaaS
8 24 (0.73%) Google Cloud Platform
9 22 (0.67%) Office 365
10 20 (0.61%) Sage Pay
11 19 (0.58%) Amazon S3
12 17 (0.52%) Amazon EC2
12 17 (0.52%) IaaS
12 17 (0.52%) NuGet
13 15 (0.46%) OpenShift
14 14 (0.43%) Amazon SQS
15 11 (0.34%) Azure Functions
15 11 (0.34%) Cloud Computing
16 10 (0.31%) DigitalOcean
17 9 (0.28%) Yammer
Communications & Networking
1 145 (4.43%) Internet
2 88 (2.69%) HTTP
3 47 (1.44%) Hyperconnected
4 30 (0.92%) Skype
5 25 (0.76%) Intranet
6 23 (0.70%) SSL
7 21 (0.64%) SMS
8 8 (0.24%) DNS
9 7 (0.21%) AMQP
9 7 (0.21%) VoIP
10 6 (0.18%) Extranet
10 6 (0.18%) PuTTY
11 5 (0.15%) SSH
12 4 (0.12%) Network Security
13 2 (0.061%) 3G
13 2 (0.061%) Firewall
13 2 (0.061%) Reverse Proxy
14 1 (0.031%) PPP
14 1 (0.031%) TCP/IP
14 1 (0.031%) X.509
Database & Business Intelligence
1 1,410 (43.11%) SQL Server
2 591 (18.07%) SQL Server 2016
3 464 (14.19%) MongoDB
4 393 (12.01%) MySQL
5 281 (8.59%) NoSQL
6 170 (5.20%) RavenDB
7 118 (3.61%) Relational Database
8 78 (2.38%) PostgreSQL
9 74 (2.26%) SQL Server Reporting Services
10 67 (2.05%) Couchbase
11 62 (1.90%) Big Data
11 62 (1.90%) SQL Server Integration Services
12 51 (1.56%) SQL Server 2008
13 50 (1.53%) MariaDB
14 49 (1.50%) Blockchain
15 46 (1.41%) CouchDB
16 42 (1.28%) SQL Server 2012
17 35 (1.07%) Azure SQL Database
18 34 (1.04%) RDBMS
19 33 (1.01%) Redis
Development Applications
1 823 (25.16%) Git (software)
2 376 (11.49%) Team Foundation Server
3 290 (8.87%) Visual Studio
4 270 (8.25%) gulp
5 244 (7.46%) TeamCity
6 223 (6.82%) JIRA
7 207 (6.33%) Selenium
8 191 (5.84%) Jenkins
9 168 (5.14%) Octopus Deploy
10 159 (4.86%) Subversion
11 144 (4.40%) webpack
12 143 (4.37%) Karma Test Runner
13 127 (3.88%) Bower
14 125 (3.82%) Protractor
15 122 (3.73%) Mocha
16 104 (3.18%) Grunt
17 99 (3.03%) Visual Studio Team System
18 92 (2.81%) Sinon.JS
19 85 (2.60%) Jasmine
20 83 (2.54%) Bitbucket
General
1 667 (20.39%) Finance
2 215 (6.57%) Marketing
3 197 (6.02%) Banking
4 190 (5.81%) Retail
5 160 (4.89%) Advertising
6 150 (4.59%) Games
7 90 (2.75%) Manufacturing
8 31 (0.95%) Electronics
9 28 (0.86%) Front Office
9 28 (0.86%) Investment Banking
10 26 (0.79%) Legal
11 23 (0.70%) Telecoms
12 18 (0.55%) Back Office
13 15 (0.46%) Financial Institution
14 14 (0.43%) Pharmaceutical
15 13 (0.40%) Automotive
16 12 (0.37%) Publishing
17 11 (0.34%) Law
18 7 (0.21%) Military
18 7 (0.21%) Music Industry
Job Titles
1 2,948 (90.13%) Developer
2 1,195 (36.53%) .NET Developer
3 697 (21.31%) C# Developer
4 519 (15.87%) Front End Developer (Client-Side Developer)
5 516 (15.77%) C# .NET Developer
6 366 (11.19%) Senior Developer
7 347 (10.61%) Full Stack Developer
8 343 (10.49%) Web Developer
9 334 (10.21%) Software Developer
10 329 (10.06%) ASP.NET Developer
11 296 (9.05%) C# ASP.NET Developer
12 274 (8.38%) JavaScript Developer
13 249 (7.61%) PHP Developer
14 193 (5.90%) ASP.NET MVC Developer
15 185 (5.66%) Angular Developer
16 163 (4.98%) .NET Software Developer
17 138 (4.22%) Junior
18 137 (4.19%) Junior Developer
19 135 (4.13%) UI Developer
20 132 (4.04%) Lead Developer
Libraries, Frameworks & Software Standards
1 2,220 (67.87%) CSS
2 2,195 (67.10%) HTML
3 2,163 (66.13%) AngularJS
4 1,957 (59.83%) .NET
5 1,601 (48.95%) jQuery
6 1,438 (43.96%) ASP.NET
7 1,336 (40.84%) HTML5
8 1,073 (32.80%) ASP.NET MVC
9 932 (28.49%) ASP.NET Web API
10 931 (28.46%) CSS3
11 860 (26.29%) RESTful
12 719 (21.98%) React
13 679 (20.76%) KnockoutJS
14 656 (20.06%) .NET Framework
15 585 (17.88%) Sass
16 562 (17.18%) Web Services
17 441 (13.48%) Node.js
18 432 (13.21%) Entity Framework
19 419 (12.81%) ASP.NET MVC 5
20 369 (11.28%) LESS
Miscellaneous
1 534 (16.33%) User Experience
2 319 (9.75%) Greenfield Project
3 237 (7.25%) Fintech
4 175 (5.35%) Analytical Skills
5 173 (5.29%) Computer Science
6 168 (5.14%) Mobile App
7 129 (3.94%) N-Tier
8 119 (3.64%) Enterprise Software
9 78 (2.38%) Self-Motivation
10 46 (1.41%) Cloud Native
11 42 (1.28%) Linux Command Line
12 35 (1.07%) Digital TV
13 34 (1.04%) Algorithms
14 27 (0.83%) Smartphone
15 25 (0.76%) Client/Server
16 23 (0.70%) Derivative
16 23 (0.70%) Graphic Design
17 22 (0.67%) Blog
17 22 (0.67%) W3C
18 21 (0.64%) Management Information System
Operating Systems
1 195 (5.96%) Linux
2 166 (5.07%) Windows
3 63 (1.93%) Android
4 53 (1.62%) Apple iOS
5 39 (1.19%) Unix
6 24 (0.73%) Windows Server
7 8 (0.24%) VMS
8 7 (0.21%) Ubuntu
8 7 (0.21%) Windows 10
9 5 (0.15%) CentOS
10 4 (0.12%) Debian
10 4 (0.12%) Solaris
11 3 (0.092%) Windows Server 2012
12 2 (0.061%) Windows Phone
13 1 (0.031%) Mac OS
13 1 (0.031%) Mac OS X
Processes & Methodologies
1 1,805 (55.18%) MVC
2 1,755 (53.65%) Agile Software Development
3 971 (29.69%) TDD
4 850 (25.99%) Scrum
5 751 (22.96%) Web Development
6 724 (22.13%) Web Application Development
7 657 (20.09%) BDD
8 621 (18.99%) Continuous Integration
9 582 (17.79%) Front End Development
10 511 (15.62%) Kanban
11 414 (12.66%) Software Engineering
12 410 (12.53%) Dependency Injection
13 391 (11.95%) OO
14 388 (11.86%) Microservices
15 342 (10.46%) Problem-Solving
16 303 (9.26%) Test Automation
17 256 (7.83%) Responsive Web Design
18 252 (7.70%) Unit Testing
19 247 (7.55%) E-Commerce
19 247 (7.55%) SDLC
Programming Languages
1 2,779 (84.96%) JavaScript
2 1,894 (57.90%) C#
3 963 (29.44%) SQL
4 491 (15.01%) PHP
5 347 (10.61%) Java
6 304 (9.29%) T-SQL
7 259 (7.92%) TypeScript
8 169 (5.17%) Ruby
9 149 (4.56%) Python
10 111 (3.39%) ES6
11 78 (2.38%) F#
11 78 (2.38%) VB.NET
12 55 (1.68%) Java 8
13 42 (1.28%) PL/SQL
14 41 (1.25%) C++
15 37 (1.13%) C
16 27 (0.83%) PHP 5
17 26 (0.79%) PowerShell
18 23 (0.70%) Scala
18 23 (0.70%) VB
Qualifications
1 363 (11.10%) Degree
2 92 (2.81%) Computer Science Degree
3 44 (1.35%) SAFe Agilist
4 28 (0.86%) Microsoft Certification
5 17 (0.52%) Security Cleared
6 12 (0.37%) PhD
7 11 (0.34%) Numerate Degree
7 11 (0.34%) SC Cleared
8 6 (0.18%) DV Cleared
8 6 (0.18%) Master's Degree
9 5 (0.15%) DBS Check
10 3 (0.092%) MCSD
10 3 (0.092%) MCTS
11 2 (0.061%) CISSP
11 2 (0.061%) CSSLP
11 2 (0.061%) GWAPT
12 1 (0.031%) Postgraduate
Quality Assurance & Compliance
1 88 (2.69%) QA
2 16 (0.49%) GDPR
3 9 (0.28%) ISO/IEC 27001
4 7 (0.21%) ISO 9001
5 5 (0.15%) PCI DSS
6 4 (0.12%) WCAG
7 3 (0.092%) Data Quality
8 1 (0.031%) WAI
System Software
1 149 (4.56%) Docker
2 27 (0.83%) Active Directory
3 8 (0.24%) Virtual Machines
3 8 (0.24%) VMware Infrastructure
4 6 (0.18%) Apache Flume
4 6 (0.18%) HDFS
4 6 (0.18%) Hyper-V
5 5 (0.15%) Varnish
6 1 (0.031%) Apache ZooKeeper
6 1 (0.031%) Firmware
Systems Management
1 75 (2.29%) Kibana
2 45 (1.38%) Kubernetes
3 19 (0.58%) Ansible
4 15 (0.46%) Opscode Chef
5 12 (0.37%) Business Desktop Deployment
5 12 (0.37%) WSUS
6 9 (0.28%) Terraform
7 7 (0.21%) Microsoft Intune
8 6 (0.18%) Single Sign-On
9 5 (0.15%) Puppet
10 4 (0.12%) cPanel
11 3 (0.092%) Salt
11 3 (0.092%) SCCM
12 2 (0.061%) Docker Swarm
12 2 (0.061%) Hadoop YARN
13 1 (0.031%) Packer
13 1 (0.031%) Proxmox
13 1 (0.031%) Systems Management Server (SMS)
13 1 (0.031%) TeamSite
Vendors
1 550 (16.81%) Microsoft
2 163 (4.98%) Oracle
3 129 (3.94%) Google
4 81 (2.48%) Facebook
5 73 (2.23%) Zend
6 70 (2.14%) Adobe
6 70 (2.14%) Sitecore
7 69 (2.11%) Nintex
8 63 (1.93%) Twitter
9 62 (1.90%) SAP
10 61 (1.86%) Xamarin
11 47 (1.44%) Marketo
12 37 (1.13%) Alias
13 35 (1.07%) Salesforce.com
14 32 (0.98%) Telerik
15 19 (0.58%) New Relic
16 15 (0.46%) WooCommerce
17 14 (0.43%) hybris
18 13 (0.40%) ServiceNow
18 13 (0.40%) Tableau