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

Twitter Bootstrap
UK
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 154 166 205
Rank change year-on-year +12 +39 +126
Permanent jobs citing Twitter Bootstrap 3,999 3,621 3,516
As % of all permanent IT jobs advertised in the UK 2.26% 2.11% 1.72%
As % of the Libraries, Frameworks & Software Standards category 5.50% 5.23% 4.45%
Number of salaries quoted 3,672 3,296 3,219
UK median annual salary £42,500 £41,500 £42,500
Median salary % change year-on-year +2.41% -2.35% +2.41%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £67,500 £65,000 £65,000
UK excluding London median annual salary £41,800 £40,000 £40,000
% change year-on-year +4.50% - -

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 72,709 69,233 79,064
As % of all permanent IT jobs advertised in the UK 41.01% 40.25% 38.57%
Number of salaries quoted 61,373 59,245 68,055
UK median annual salary £50,000 £47,500 £47,304
Median salary % change year-on-year +5.26% +0.41% +5.12%
10th Percentile £30,500 £28,750 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,000
% change year-on-year +3.53% +3.66% +2.50%

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 April 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 April 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 +14 3,850 £44,000 +3.53% 565
UK excluding London +21 2,984 £41,800 +4.50% 443
South East +33 1,095 £42,500 +6.25% 136
London -15 967 £55,000 +6.80% 141
North of England +6 749 £37,500 - 114
North West -5 488 £38,000 -5.00% 83
Midlands -15 387 £40,000 +6.67% 79
East of England 0 347 £45,000 +12.50% 46
South West +45 303 £40,000 - 49
West Midlands -18 248 £40,000 +6.67% 47
Yorkshire -2 190 £40,000 +14.29% 23
East Midlands -13 139 £40,000 - 32
North East +18 72 £32,500 +30.00% 8
Wales +3 54 £38,000 +8.57% 4
Scotland -73 40 £37,500 -9.09% 12
Northern Ireland +6 10 £40,000 +3.90% 2

For the 6 months to 19 April 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 2,854 (71.37%) JavaScript
2 2,849 (71.24%) AngularJS
3 2,630 (65.77%) HTML
4 2,521 (63.04%) MVC
5 2,505 (62.64%) CSS
6 2,470 (61.77%) .NET
7 2,420 (60.52%) C#
8 2,319 (57.99%) Agile Software Development
9 2,052 (51.31%) ASP.NET
10 1,936 (48.41%) jQuery
11 1,903 (47.59%) SQL Server
12 1,637 (40.94%) ASP.NET MVC
13 1,524 (38.11%) HTML5
14 1,344 (33.61%) ASP.NET Web API
15 1,276 (31.91%) TDD
16 1,111 (27.78%) Web Application Development
17 1,088 (27.21%) RESTful
18 1,055 (26.38%) SQL
19 1,049 (26.23%) CSS3
20 1,023 (25.58%) KnockoutJS
21 1,006 (25.16%) Git (software)
22 965 (24.13%) Web Development
23 945 (23.63%) .NET Framework
24 914 (22.86%) ASP.NET MVC 5
25 835 (20.88%) BDD
26 821 (20.53%) Node.js
27 820 (20.51%) SQL Server 2016
28 791 (19.78%) Microsoft Azure
29 762 (19.05%) Scrum
30 729 (18.23%) Finance

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
1 320 (8.00%) CMS
2 187 (4.68%) Elasticsearch
3 160 (4.00%) Apache
4 135 (3.38%) Umbraco
5 123 (3.08%) WordPress
6 113 (2.83%) IIS
7 95 (2.38%) JBoss
8 78 (1.95%) SharePoint
9 62 (1.55%) Drupal
10 53 (1.33%) Confluence
10 53 (1.33%) EPiServer
11 49 (1.23%) Sitecore CMS
12 42 (1.05%) Tomcat
13 41 (1.03%) Oracle SOA Suite
14 29 (0.73%) WebSphere
15 26 (0.65%) nginx
16 23 (0.58%) Apache Spark
16 23 (0.58%) Oracle Service Bus
17 20 (0.50%) WildFly
18 16 (0.40%) Adobe Experience Manager
Applications
1 147 (3.68%) Photoshop
2 62 (1.55%) Adobe Illustrator
3 40 (1.00%) Adobe Creative Suite
4 30 (0.75%) Microsoft Office
5 18 (0.45%) InVision
6 14 (0.35%) Microsoft Excel
6 14 (0.35%) OmniGraffle
6 14 (0.35%) Spreadsheet
7 9 (0.23%) InDesign
8 7 (0.18%) Fireworks
9 6 (0.15%) UXPin
10 5 (0.13%) Microsoft PowerPoint
11 4 (0.10%) Adobe Premiere
11 4 (0.10%) GIMP
11 4 (0.10%) MS Visio
12 3 (0.075%) Adobe After Effects
12 3 (0.075%) Chatbot
13 1 (0.025%) Blender
13 1 (0.025%) GNU Octave
Business Applications
1 58 (1.45%) Magento
2 27 (0.68%) Dynamics CRM
2 27 (0.68%) Eloqua
3 6 (0.15%) Movex
4 5 (0.13%) Distributed Ledger
4 5 (0.13%) Payment Gateway
5 2 (0.050%) Elite 3E
5 2 (0.050%) NetSuite
5 2 (0.050%) Oracle BPM
5 2 (0.050%) Visualfiles
6 1 (0.025%) nopCommerce
6 1 (0.025%) Shopify
6 1 (0.025%) WebTrends
Cloud Services
1 791 (19.78%) Microsoft Azure
2 337 (8.43%) Amazon AWS
3 192 (4.80%) SaaS
4 149 (3.73%) npm
5 84 (2.10%) GitHub
6 49 (1.23%) Office 365
7 22 (0.55%) PaaS
8 20 (0.50%) DigitalOcean
8 20 (0.50%) IaaS
9 18 (0.45%) Google Analytics
10 16 (0.40%) Azure Active Directory
11 12 (0.30%) Slack
12 11 (0.28%) Amazon S3
12 11 (0.28%) Cloud Computing
13 8 (0.20%) IBM Blueworks
14 7 (0.18%) Adobe Creative Cloud
14 7 (0.18%) Amazon EC2
14 7 (0.18%) Amazon SQS
14 7 (0.18%) Trello
15 6 (0.15%) Adobe Analytics
Communications & Networking
1 184 (4.60%) Internet
2 94 (2.35%) Hyperconnected
3 53 (1.33%) HTTP
4 24 (0.60%) SSH
5 20 (0.50%) HTTPS
6 17 (0.43%) SSL
7 14 (0.35%) DNS
8 13 (0.33%) SMS
9 12 (0.30%) Intranet
10 11 (0.28%) TCP/IP
11 6 (0.15%) AMQP
12 5 (0.13%) Broadband
12 5 (0.13%) SMTP
12 5 (0.13%) SNMP
12 5 (0.13%) VPN
13 4 (0.10%) Extranet
13 4 (0.10%) Firewall
14 3 (0.075%) Skype
14 3 (0.075%) Value-Added Service
15 2 (0.050%) 3G
Database & Business Intelligence
1 1,903 (47.59%) SQL Server
2 820 (20.51%) SQL Server 2016
3 564 (14.10%) MongoDB
4 447 (11.18%) MySQL
5 404 (10.10%) NoSQL
6 212 (5.30%) RavenDB
7 190 (4.75%) SQL Server 2014
8 124 (3.10%) Relational Database
9 82 (2.05%) PostgreSQL
10 70 (1.75%) SQL Server 2012
11 69 (1.73%) SQL Server Reporting Services
12 67 (1.68%) SQL Server 2008
13 64 (1.60%) SQL Server Integration Services
14 53 (1.33%) Couchbase
15 43 (1.08%) Azure SQL Database
16 39 (0.98%) Big Data
17 35 (0.88%) Redis
18 24 (0.60%) Hadoop
18 24 (0.60%) SQL Server Analysis Services
19 21 (0.53%) Amazon DynamoDB
Development Applications
1 1,006 (25.16%) Git (software)
2 314 (7.85%) Visual Studio
3 295 (7.38%) Team Foundation Server
4 247 (6.18%) TeamCity
5 246 (6.15%) gulp
6 212 (5.30%) Selenium
7 207 (5.18%) Jenkins
8 201 (5.03%) Subversion
9 156 (3.90%) JIRA
10 146 (3.65%) Jasmine
11 139 (3.48%) Karma Test Runner
12 114 (2.85%) webpack
13 91 (2.28%) Bitbucket
14 84 (2.10%) NUnit
15 80 (2.00%) Protractor
16 78 (1.95%) Grunt
17 76 (1.90%) Maven
18 75 (1.88%) JUnit
19 67 (1.68%) Bower
20 66 (1.65%) Octopus Deploy
General
1 729 (18.23%) Finance
2 246 (6.15%) Marketing
3 197 (4.93%) Games
4 139 (3.48%) Advertising
5 129 (3.23%) Banking
6 124 (3.10%) Retail
7 111 (2.78%) Music Industry
8 67 (1.68%) Legal
9 54 (1.35%) Manufacturing
10 41 (1.03%) Automotive
11 40 (1.00%) Telecoms
12 37 (0.93%) Electronics
13 28 (0.70%) Back Office
14 26 (0.65%) Investment Banking
15 20 (0.50%) Law
16 14 (0.35%) Front Office
17 8 (0.20%) Publishing
17 8 (0.20%) Retail Banking
18 7 (0.18%) Pharmaceutical
19 6 (0.15%) Financial Institution
Job Titles
1 3,692 (92.32%) Developer
2 1,781 (44.54%) .NET Developer
3 810 (20.26%) C# Developer
4 662 (16.55%) C# .NET Developer
5 544 (13.60%) Front End Developer (Client-Side Developer)
6 478 (11.95%) ASP.NET Developer
7 464 (11.60%) Software Developer
8 453 (11.33%) C# ASP.NET Developer
9 437 (10.93%) Web Developer
10 419 (10.48%) Senior Developer
11 409 (10.23%) JavaScript Developer
12 374 (9.35%) ASP.NET MVC Developer
13 329 (8.23%) PHP Developer
14 314 (7.85%) .NET Software Developer
15 305 (7.63%) Full Stack Developer
16 246 (6.15%) Angular Developer
17 240 (6.00%) C# Software Developer
18 221 (5.53%) HTML Developer
19 201 (5.03%) Java Developer
20 159 (3.98%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 2,849 (71.24%) AngularJS
2 2,630 (65.77%) HTML
3 2,505 (62.64%) CSS
4 2,470 (61.77%) .NET
5 2,052 (51.31%) ASP.NET
6 1,936 (48.41%) jQuery
7 1,637 (40.94%) ASP.NET MVC
8 1,524 (38.11%) HTML5
9 1,344 (33.61%) ASP.NET Web API
10 1,088 (27.21%) RESTful
11 1,049 (26.23%) CSS3
12 1,023 (25.58%) KnockoutJS
13 945 (23.63%) .NET Framework
14 914 (22.86%) ASP.NET MVC 5
15 821 (20.53%) Node.js
16 679 (16.98%) Entity Framework
17 626 (15.65%) React
18 619 (15.48%) Sass
19 606 (15.15%) WCF
20 567 (14.18%) Web Services
Miscellaneous
1 561 (14.03%) User Experience
2 314 (7.85%) Greenfield Project
3 278 (6.95%) Computer Science
4 253 (6.33%) Fintech
5 206 (5.15%) Mobile App
6 114 (2.85%) Analytical Skills
7 95 (2.38%) Tandem
8 89 (2.23%) Self-Motivation
9 57 (1.43%) Digital TV
10 56 (1.40%) Enterprise Software
11 54 (1.35%) Linux Command Line
12 49 (1.23%) N-Tier
13 41 (1.03%) Cloud Native
14 34 (0.85%) W3C
15 28 (0.70%) Management Information System
16 26 (0.65%) Social Media
17 25 (0.63%) Smartphone
18 22 (0.55%) Client/Server
19 20 (0.50%) Graphic Design
20 19 (0.48%) Cyberattack
Operating Systems
1 324 (8.10%) Linux
2 181 (4.53%) Windows
3 118 (2.95%) Android
4 87 (2.18%) Apple iOS
5 69 (1.73%) Unix
6 26 (0.65%) Ubuntu
7 23 (0.58%) Windows Server
8 21 (0.53%) CentOS
9 10 (0.25%) VMS
10 9 (0.23%) Windows 7
11 8 (0.20%) Windows 8
12 5 (0.13%) Mac OS
12 5 (0.13%) Windows Mobile
13 4 (0.10%) Windows 10
14 3 (0.075%) Windows Server 2012
15 2 (0.050%) zOS
16 1 (0.025%) AIX
16 1 (0.025%) Amazon Linux
16 1 (0.025%) Red Hat Enterprise Linux
16 1 (0.025%) Solaris
Processes & Methodologies
1 2,521 (63.04%) MVC
2 2,319 (57.99%) Agile Software Development
3 1,276 (31.91%) TDD
4 1,111 (27.78%) Web Application Development
5 965 (24.13%) Web Development
6 835 (20.88%) BDD
7 762 (19.05%) Scrum
8 609 (15.23%) Front End Development
9 557 (13.93%) OO
10 431 (10.78%) Software Engineering
11 402 (10.05%) Continuous Integration
12 392 (9.80%) Problem-Solving
13 346 (8.65%) Responsive Web Design
14 339 (8.48%) Kanban
15 316 (7.90%) Dependency Injection
16 313 (7.83%) OOP
17 286 (7.15%) Unit Testing
18 279 (6.98%) Test Automation
19 252 (6.30%) SDLC
20 245 (6.13%) Analytics
Programming Languages
1 2,854 (71.37%) JavaScript
2 2,420 (60.52%) C#
3 1,055 (26.38%) SQL
4 627 (15.68%) PHP
5 489 (12.23%) Java
6 418 (10.45%) Ruby
7 193 (4.83%) TypeScript
8 189 (4.73%) T-SQL
9 145 (3.63%) F#
10 142 (3.55%) ES6
11 118 (2.95%) VB.NET
12 84 (2.10%) Python
13 53 (1.33%) VB
14 52 (1.30%) Java 8
14 52 (1.30%) PHP 5
14 52 (1.30%) PL/SQL
15 38 (0.95%) Scala
16 31 (0.78%) C++
17 30 (0.75%) PHP 7
18 29 (0.73%) ES7
Qualifications
1 387 (9.68%) Degree
2 118 (2.95%) Computer Science Degree
3 56 (1.40%) Microsoft Certification
4 39 (0.98%) SAFe Agilist
5 36 (0.90%) Security Cleared
6 21 (0.53%) SC Cleared
7 16 (0.40%) MCSD
8 15 (0.38%) MCAD
9 14 (0.35%) MCP
10 12 (0.30%) PhD
11 11 (0.28%) Sun Certification
12 10 (0.25%) BPSS Clearance
12 10 (0.25%) Numerate Degree
13 7 (0.18%) DV Cleared
13 7 (0.18%) Master's Degree
14 5 (0.13%) MCSA
15 4 (0.10%) DBS Check
16 2 (0.050%) ISEB
17 1 (0.025%) CIPFA
17 1 (0.025%) PMI Certification
Quality Assurance & Compliance
1 100 (2.50%) QA
2 8 (0.20%) GAMP
2 8 (0.20%) SLA
3 6 (0.15%) COSHH
3 6 (0.15%) ISO/IEC 27001
3 6 (0.15%) WCAG
4 5 (0.13%) GMP
5 4 (0.10%) WAI
6 3 (0.075%) GDPR
6 3 (0.075%) HIPAA
6 3 (0.075%) ISO 9001
7 2 (0.050%) PMO
8 1 (0.025%) MiFID
System Software
1 146 (3.65%) Docker
2 27 (0.68%) Active Directory
3 10 (0.25%) HDFS
4 5 (0.13%) Apache Flume
4 5 (0.13%) Virtual Servers
5 4 (0.10%) Hyper-V
5 4 (0.10%) VMware Infrastructure
6 1 (0.025%) DRBD
6 1 (0.025%) Firmware
6 1 (0.025%) KVM
Systems Management
1 145 (3.63%) Kibana
2 97 (2.43%) Business Desktop Deployment
2 97 (2.43%) WSUS
3 32 (0.80%) Puppet
4 31 (0.78%) Docker Swarm
5 15 (0.38%) Opscode Chef
6 12 (0.30%) Ansible
7 11 (0.28%) Kubernetes
7 11 (0.28%) Systems Management Server (SMS)
8 5 (0.13%) SCCM
9 4 (0.10%) Single Sign-On
9 4 (0.10%) Terraform
10 3 (0.075%) Mesos
10 3 (0.075%) Salt
11 2 (0.050%) cPanel
12 1 (0.025%) Hadoop YARN
12 1 (0.025%) logstash
12 1 (0.025%) Packer
Vendors
1 718 (17.95%) Microsoft
2 175 (4.38%) Google
3 169 (4.23%) Oracle
4 128 (3.20%) Adobe
5 101 (2.53%) Zend
6 91 (2.28%) Twitter
7 84 (2.10%) Sitecore
8 71 (1.78%) Xamarin
9 36 (0.90%) HP
10 34 (0.85%) Capita
11 29 (0.73%) Salesforce.com
12 24 (0.60%) New Relic
13 23 (0.58%) Atlassian
13 23 (0.58%) Marketo
14 18 (0.45%) DevExpress
14 18 (0.45%) IBM
15 17 (0.43%) Sun
16 16 (0.40%) Apple
16 16 (0.40%) SAP
16 16 (0.40%) TOWER Software