Period
to 30 March 2020

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 30 March 2020 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
30 Mar 2020
Same period 2019 Same period 2018
Rank 254 198 150
Rank change year-on-year -56 -48 +23
Permanent jobs citing Twitter Bootstrap 1,488 2,623 4,061
As % of all permanent jobs advertised in the UK 1.26% 1.76% 2.29%
As % of the Libraries, Frameworks & Software Standards category 3.21% 4.47% 5.63%
Number of salaries quoted 1,391 2,590 4,171
Median annual salary £47,500 £50,000 £42,500
Median salary % change year-on-year -5.00% +17.65% +6.25%
10th Percentile £30,000 £31,250 £28,750
90th Percentile £75,000 £81,250 £67,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

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 46,411 58,737 72,184
As % of all permanent IT jobs advertised in the UK 39.21% 39.38% 40.71%
Number of salaries quoted 38,126 48,197 61,154
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £90,000 £85,000 £78,750
UK excluding London median annual salary £47,500 £45,000 £43,500
% change year-on-year +5.56% +3.45% +2.35%

Twitter Bootstrap
Job Vacancy Trend

Job postings citing Twitter Bootstrap as a proportion of all IT jobs advertised.

Job vacancy trend for Twitter Bootstrap in the UK

Twitter Bootstrap
Salary Trend

3-month moving average salary quoted in jobs citing Twitter Bootstrap.

Salary trend for Twitter Bootstrap in the UK

Twitter Bootstrap
Salary Histogram

Salary distribution for jobs citing Twitter Bootstrap over the 6 months to 30 March 2020.

Salary histogram for Twitter Bootstrap in the UK

Twitter Bootstrap
Top 18 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 30 March 2020. 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 -61 1,333 £47,500 -5.00% 266
UK excluding London -29 1,031 £44,000 +3.53% 223
London -122 413 £64,500 +7.50% 57
South East -4 388 £47,500 - 77
North of England -30 202 £44,000 -2.22% 73
Work from Home -50 157 £47,500 -5.00% 30
South West +9 127 £40,000 +6.67% 16
Midlands -28 124 £35,000 -6.67% 26
North West -14 123 £44,000 -12.00% 41
East of England -12 76 £48,750 +14.71% 16
East Midlands -26 63 £32,500 -4.41% 10
West Midlands -13 61 £40,000 - 16
Yorkshire -29 59 £43,000 +1.18% 28
Scotland +37 50 £40,000 +9.88% 12
Northern Ireland +8 34 £52,500 +26.51%
Wales +1 31 £40,000 +11.11% 3
North East +11 20 £40,000 - 4
Channel Islands - 3 £67,500 -

For the 6 months to 30 March 2020, 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 1,218 (81.85%) JavaScript
2 1,063 (71.44%) CSS
3 1,038 (69.76%) HTML
4 877 (58.94%) AngularJS
5 848 (56.99%) .NET
6 833 (55.98%) C#
7 797 (53.56%) jQuery
8 705 (47.38%) Agile Software Development
9 631 (42.41%) MVC
10 547 (36.76%) HTML5
11 520 (34.95%) ASP.NET
12 508 (34.14%) SQL Server
13 425 (28.56%) React
14 409 (27.49%) Git (software)
15 384 (25.81%) SQL
16 380 (25.54%) Microsoft
17 368 (24.73%) Azure
18 342 (22.98%) Front End Development
18 342 (22.98%) Web Development
19 309 (20.77%) .NET Framework
20 306 (20.56%) User Experience
21 298 (20.03%) ASP.NET Web API
22 296 (19.89%) CSS3
23 293 (19.69%) TDD
24 291 (19.56%) ASP.NET MVC
25 285 (19.15%) Continuous Integration
26 282 (18.95%) Scrum
27 255 (17.14%) Sass
28 249 (16.73%) PHP
29 246 (16.53%) 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
1 112 (7.53%) CMS
2 55 (3.70%) IIS
3 53 (3.56%) WordPress
4 37 (2.49%) EPiServer
5 27 (1.81%) Umbraco
6 25 (1.68%) Apache
7 23 (1.55%) Confluence
7 23 (1.55%) SharePoint
8 21 (1.41%) Elasticsearch
9 15 (1.01%) BizTalk Server
10 14 (0.94%) Tomcat
11 12 (0.81%) Sitecore CMS
12 11 (0.74%) Drupal
12 11 (0.74%) WebSphere
13 10 (0.67%) JBoss
13 10 (0.67%) nginx
14 6 (0.40%) Mendix
14 6 (0.40%) OpenStack
15 5 (0.34%) Sitefinity
16 4 (0.27%) NServiceBus
Applications
1 27 (1.81%) Photoshop
2 10 (0.67%) Adobe Illustrator
3 9 (0.60%) Microsoft Office
3 9 (0.60%) Sketch
4 6 (0.40%) Fireworks
4 6 (0.40%) GIMP
5 5 (0.34%) Figma
6 4 (0.27%) Adobe Creative Suite
6 4 (0.27%) Zeplin
7 2 (0.13%) Adobe XD
7 2 (0.13%) InVision
8 1 (0.067%) Chatbot
8 1 (0.067%) InfoPath
8 1 (0.067%) Microsoft Excel
Business Applications
1 30 (2.02%) Magento
2 12 (0.81%) Shopify
3 10 (0.67%) Dynamics CRM
4 6 (0.40%) OpenCart
5 4 (0.27%) OpenText MBPM
5 4 (0.27%) StreamServe
6 2 (0.13%) GoldMine
6 2 (0.13%) Odoo
7 1 (0.067%) Oracle BPM
7 1 (0.067%) R3 Corda
Cloud Services
1 368 (24.73%) Azure
2 101 (6.79%) AWS
3 68 (4.57%) SaaS
4 55 (3.70%) npm
5 46 (3.09%) GitHub
6 32 (2.15%) Serverless
7 28 (1.88%) Amazon S3
8 19 (1.28%) PaaS
9 17 (1.14%) AWS Lambda
10 14 (0.94%) GCP
11 12 (0.81%) Office 365
12 10 (0.67%) CloudFront
13 9 (0.60%) Amazon SQS
13 9 (0.60%) Cloud Computing
13 9 (0.60%) Google Analytics
13 9 (0.60%) NuGet
14 8 (0.54%) DigitalOcean
14 8 (0.54%) IaaS
15 6 (0.40%) Azure Functions
15 6 (0.40%) Yarn
Communications & Networking
1 29 (1.95%) Internet
2 15 (1.01%) DNS
2 15 (1.01%) HTTP
3 14 (0.94%) RTP
4 11 (0.74%) SSL
5 7 (0.47%) FTP
6 3 (0.20%) SSH
7 2 (0.13%) Hyperconnected
8 1 (0.067%) SAN
8 1 (0.067%) Skype
8 1 (0.067%) SMS
8 1 (0.067%) TCP/IP
8 1 (0.067%) Wireless
Database & Business Intelligence
1 508 (34.14%) SQL Server
2 207 (13.91%) MySQL
3 145 (9.74%) SQL Server 2016
4 87 (5.85%) MongoDB
5 65 (4.37%) PostgreSQL
5 65 (4.37%) Relational Database
6 62 (4.17%) NoSQL
7 32 (2.15%) RavenDB
8 30 (2.02%) Big Data
9 22 (1.48%) SQL Server Integration Services
10 21 (1.41%) Azure SQL Database
11 20 (1.34%) RDBMS
11 20 (1.34%) Redis
12 17 (1.14%) Cosmos DB
13 16 (1.08%) SQL Server Reporting Services
14 15 (1.01%) MS Access
15 13 (0.87%) SQL Server 2008
16 10 (0.67%) Oracle Database
17 9 (0.60%) Apache Cassandra
18 7 (0.47%) MariaDB
Development Applications
1 409 (27.49%) Git (software)
2 150 (10.08%) Team Foundation Server
2 150 (10.08%) Visual Studio
3 96 (6.45%) webpack
4 92 (6.18%) JIRA
5 70 (4.70%) gulp
6 63 (4.23%) Selenium
7 62 (4.17%) Octopus Deploy
8 59 (3.97%) Jenkins
9 58 (3.90%) TeamCity
10 55 (3.70%) Bitbucket
11 47 (3.16%) Jasmine
12 34 (2.28%) Grunt
13 31 (2.08%) NUnit
14 29 (1.95%) WiX
15 27 (1.81%) MSTest
15 27 (1.81%) Subversion
16 26 (1.75%) SpecFlow
17 20 (1.34%) Moq
18 19 (1.28%) Mercurial
General
1 246 (16.53%) Finance
2 115 (7.73%) Retail
3 68 (4.57%) Marketing
4 47 (3.16%) Manufacturing
5 38 (2.55%) Banking
6 37 (2.49%) Automotive
7 36 (2.42%) Advertising
7 36 (2.42%) Games
8 27 (1.81%) Public Sector
9 24 (1.61%) Telecoms
10 19 (1.28%) Electronics
11 12 (0.81%) Law
12 9 (0.60%) Front Office
13 6 (0.40%) Aerospace
13 6 (0.40%) Investment Banking
14 5 (0.34%) Pharmaceutical
15 4 (0.27%) Legal
15 4 (0.27%) Military
15 4 (0.27%) Publishing
16 3 (0.20%) Billing
Job Titles
1 1,314 (88.31%) Developer
2 415 (27.89%) .NET Developer
3 275 (18.48%) C# Developer
4 257 (17.27%) Front End Developer (Client-Side Developer)
5 250 (16.80%) Senior Developer
6 204 (13.71%) Full Stack Developer
7 201 (13.51%) Software Developer
8 192 (12.90%) C# .NET Developer
9 180 (12.10%) Web Developer
10 123 (8.27%) PHP Developer
11 122 (8.20%) JavaScript Developer
12 81 (5.44%) Software Engineer
13 69 (4.64%) .NET Software Developer
13 69 (4.64%) Angular Developer
13 69 (4.64%) React Developer
14 66 (4.44%) Senior Software Developer
15 65 (4.37%) ASP.NET Developer
16 60 (4.03%) C# ASP.NET Developer
16 60 (4.03%) C# Software Developer
16 60 (4.03%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 1,063 (71.44%) CSS
2 1,038 (69.76%) HTML
3 877 (58.94%) AngularJS
4 848 (56.99%) .NET
5 797 (53.56%) jQuery
6 547 (36.76%) HTML5
7 520 (34.95%) ASP.NET
8 425 (28.56%) React
9 309 (20.77%) .NET Framework
10 298 (20.03%) ASP.NET Web API
11 296 (19.89%) CSS3
12 291 (19.56%) ASP.NET MVC
13 255 (17.14%) Sass
14 220 (14.78%) Node.js
15 217 (14.58%) RESTful
16 213 (14.31%) REST
17 186 (12.50%) Web Services
18 185 (12.43%) XML
19 183 (12.30%) Entity Framework
20 173 (11.63%) Vue.js
Miscellaneous
1 306 (20.56%) User Experience
2 153 (10.28%) Greenfield Project
3 58 (3.90%) Self-Motivation
4 52 (3.49%) Analytical Skills
5 46 (3.09%) Mobile App
6 38 (2.55%) N-Tier
7 36 (2.42%) Enterprise Software
8 35 (2.35%) W3C
9 27 (1.81%) Video Conferencing
10 20 (1.34%) Smartphone
11 16 (1.08%) Linux Command Line
11 16 (1.08%) Management Information System
12 12 (0.81%) Blog
12 12 (0.81%) Virtual Team
13 9 (0.60%) Algorithms
13 9 (0.60%) Client/Server
13 9 (0.60%) Derivative
13 9 (0.60%) Fixed Income
14 8 (0.54%) Data Centre
14 8 (0.54%) Reinsurance
Operating Systems
1 136 (9.14%) Windows
2 128 (8.60%) Linux
3 47 (3.16%) Android
4 38 (2.55%) Apple iOS
5 30 (2.02%) Windows Server
6 16 (1.08%) CentOS
7 15 (1.01%) Windows Server 2012
7 15 (1.01%) Windows Server 2016
8 14 (0.94%) Ubuntu
9 8 (0.54%) Windows Server 2019
10 7 (0.47%) Unix
11 3 (0.20%) Debian
12 1 (0.067%) AIX
12 1 (0.067%) Amazon Linux
12 1 (0.067%) Mac OS
12 1 (0.067%) zOS
Processes & Methodologies
1 705 (47.38%) Agile Software Development
2 631 (42.41%) MVC
3 342 (22.98%) Front End Development
3 342 (22.98%) Web Development
4 293 (19.69%) TDD
5 285 (19.15%) Continuous Integration
6 282 (18.95%) Scrum
7 197 (13.24%) DevOps
8 196 (13.17%) Unit Testing
9 169 (11.36%) OO
9 169 (11.36%) Software Engineering
10 154 (10.35%) BDD
11 135 (9.07%) Web Application Development
12 132 (8.87%) Test Automation
13 128 (8.60%) Problem-Solving
14 113 (7.59%) Microservices
15 106 (7.12%) Kanban
15 106 (7.12%) OOP
16 90 (6.05%) E-Commerce
16 90 (6.05%) Responsive Web Design
Programming Languages
1 1,218 (81.85%) JavaScript
2 833 (55.98%) C#
3 384 (25.81%) SQL
4 249 (16.73%) PHP
5 152 (10.22%) TypeScript
6 131 (8.80%) Java
7 107 (7.19%) T-SQL
8 101 (6.79%) Python
9 84 (5.65%) VB.NET
10 81 (5.44%) ES6
11 34 (2.28%) VB
12 31 (2.08%) VB6
13 30 (2.02%) Ruby
14 29 (1.95%) C++
15 26 (1.75%) PowerShell
16 20 (1.34%) PHP 7
17 19 (1.28%) PL/SQL
18 18 (1.21%) C
19 11 (0.74%) XAML
20 10 (0.67%) Shell Script
Qualifications
1 131 (8.80%) Degree
2 41 (2.76%) Computer Science Degree
3 22 (1.48%) Microsoft Certification
4 20 (1.34%) MCP
5 6 (0.40%) Security Cleared
6 1 (0.067%) CFA
6 1 (0.067%) PhD
6 1 (0.067%) PRINCE2 Certification
6 1 (0.067%) SAFe Agilist
6 1 (0.067%) SC Cleared
Quality Assurance & Compliance
1 63 (4.23%) QA
2 33 (2.22%) ISO/IEC 27001
3 30 (2.02%) GDPR
4 6 (0.40%) WCAG
5 4 (0.27%) ISO 9001
5 4 (0.27%) WAI
6 3 (0.20%) PCI DSS
7 2 (0.13%) SEPA
8 1 (0.067%) Dublin Core
8 1 (0.067%) SLA
System Software
1 112 (7.53%) Docker
2 6 (0.40%) Active Directory
3 5 (0.34%) Varnish
4 3 (0.20%) Virtual Machines
5 1 (0.067%) VirtualBox
5 1 (0.067%) VMware Infrastructure
Systems Management
1 26 (1.75%) Kubernetes
2 21 (1.41%) Single Sign-On
3 20 (1.34%) Terraform
4 18 (1.21%) Ansible
5 10 (0.67%) Kibana
6 5 (0.34%) Opscode Chef
7 3 (0.20%) Puppet
7 3 (0.20%) SCCM
8 2 (0.13%) cPanel
8 2 (0.13%) Grafana
8 2 (0.13%) Hadoop YARN
8 2 (0.13%) logstash
8 2 (0.13%) Plesk
9 1 (0.067%) Business Desktop Deployment
9 1 (0.067%) Ganglia
9 1 (0.067%) WSUS
Vendors
1 380 (25.54%) Microsoft
2 77 (5.17%) Oracle
3 72 (4.84%) Xamarin
4 32 (2.15%) Google
5 31 (2.08%) Atlassian
6 30 (2.02%) Adobe
7 29 (1.95%) Zend
8 28 (1.88%) SAP
9 19 (1.28%) ServiceNow
10 18 (1.21%) Twitter
11 16 (1.08%) Facebook
12 15 (1.01%) YouTube
13 13 (0.87%) IBM
14 12 (0.81%) Sitecore
15 11 (0.74%) VMware
16 8 (0.54%) Rollbar
17 7 (0.47%) Remedy
18 6 (0.40%) Apple
18 6 (0.40%) hybris
18 6 (0.40%) New Relic