Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 171 162 193
Rank change year-on-year -9 +31 +76
Permanent jobs citing Twitter Bootstrap 3,352 3,996 3,440
As % of all permanent IT jobs advertised in the UK 1.98% 2.27% 1.75%
As % of the Libraries, Frameworks & Software Standards category 4.90% 5.58% 4.48%
Number of salaries quoted 2,951 3,622 3,133
UK median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +3.66%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £76,250 £65,000 £65,000
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.52%

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 68,389 71,636 76,825
As % of all permanent IT jobs advertised in the UK 40.47% 40.64% 38.98%
Number of salaries quoted 56,731 59,498 66,656
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,000 £28,750
90th Percentile £82,500 £77,500 £75,000
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 21 August 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 21 August 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 3,230 £47,500 +11.76% 539
UK excluding London -42 2,198 £42,500 +6.25% 408
London +35 1,110 £60,000 +9.09% 153
South East -4 856 £45,000 +11.11% 109
North of England -57 486 £40,000 +6.67% 108
North West -36 333 £40,000 - 71
Midlands -57 302 £42,500 +13.33% 64
East of England -21 241 £45,000 - 44
South West +7 231 £40,000 - 61
West Midlands -66 181 £45,000 +25.00% 40
Yorkshire -49 126 £40,000 +14.29% 30
East Midlands -22 121 £40,000 - 24
Scotland -41 53 £38,000 -8.43% 14
North East -17 28 £35,000 +40.00% 7
Wales -39 18 £42,500 +6.25% 6
Northern Ireland +6 12 £34,000 -2.86% 2

For the 6 months to 21 August 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 2,732 (81.50%) JavaScript
2 2,270 (67.72%) AngularJS
3 2,231 (66.56%) HTML
4 2,222 (66.29%) CSS
5 1,971 (58.80%) .NET
6 1,942 (57.94%) C#
7 1,924 (57.40%) MVC
8 1,889 (56.35%) Agile Software Development
9 1,637 (48.84%) jQuery
10 1,533 (45.73%) ASP.NET
11 1,457 (43.47%) SQL Server
12 1,295 (38.63%) HTML5
13 1,209 (36.07%) ASP.NET MVC
14 1,002 (29.89%) ASP.NET Web API
15 997 (29.74%) TDD
16 947 (28.25%) SQL
17 904 (26.97%) Git (software)
18 890 (26.55%) CSS3
19 863 (25.75%) RESTful
20 830 (24.76%) Scrum
21 794 (23.69%) Web Application Development
22 791 (23.60%) Microsoft Azure
23 764 (22.79%) Web Development
24 717 (21.39%) KnockoutJS
25 697 (20.79%) Finance
26 691 (20.61%) .NET Framework
27 656 (19.57%) React
28 650 (19.39%) SQL Server 2016
29 647 (19.30%) BDD
30 606 (18.08%) Front End Development

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
1 295 (8.80%) CMS
2 140 (4.18%) Elasticsearch
3 126 (3.76%) IIS
4 123 (3.67%) Apache
5 115 (3.43%) SharePoint
6 111 (3.31%) Confluence
7 99 (2.95%) EPiServer
8 91 (2.71%) WordPress
9 90 (2.68%) Umbraco
10 76 (2.27%) JBoss
11 74 (2.21%) Sitecore CMS
12 69 (2.06%) Drupal
13 48 (1.43%) Oracle SOA Suite
14 47 (1.40%) Tomcat
15 33 (0.98%) Apache Spark
15 33 (0.98%) WebLogic
16 25 (0.75%) Adobe Experience Manager
17 21 (0.63%) nginx
18 15 (0.45%) Oracle Service Bus
19 14 (0.42%) WildFly
Applications
1 96 (2.86%) Photoshop
2 50 (1.49%) Adobe Illustrator
3 29 (0.87%) Adobe Creative Suite
4 24 (0.72%) OmniGraffle
5 21 (0.63%) Microsoft Office
6 11 (0.33%) GIMP
7 6 (0.18%) Microsoft Excel
8 4 (0.12%) InVision
9 2 (0.060%) MS Visio
9 2 (0.060%) Spreadsheet
10 1 (0.030%) Blender
10 1 (0.030%) Fireworks
10 1 (0.030%) InDesign
10 1 (0.030%) InfoPath
Business Applications
1 67 (2.00%) Dynamics CRM
2 44 (1.31%) Eloqua
3 43 (1.28%) Magento
4 10 (0.30%) Shopify
5 6 (0.18%) NetSuite
5 6 (0.18%) SDL Web 8
6 5 (0.15%) Payment Gateway
7 4 (0.12%) SAP Hybris
8 2 (0.060%) Actimize
8 2 (0.060%) nopCommerce
8 2 (0.060%) OpenCart
8 2 (0.060%) Oracle Procure-to-Pay
9 1 (0.030%) Dynamics AX
9 1 (0.030%) Oracle EBS
9 1 (0.030%) osCommerce
Cloud Services
1 791 (23.60%) Microsoft Azure
2 420 (12.53%) Amazon AWS
3 181 (5.40%) npm
4 123 (3.67%) SaaS
5 85 (2.54%) GitHub
6 30 (0.89%) Office 365
7 25 (0.75%) PaaS
8 24 (0.72%) IaaS
9 23 (0.69%) Serverless
10 22 (0.66%) Amazon S3
11 18 (0.54%) Azure Active Directory
12 16 (0.48%) Google Cloud Platform
13 14 (0.42%) DigitalOcean
14 13 (0.39%) Cloud Computing
14 13 (0.39%) Sage Pay
15 11 (0.33%) Amazon EC2
15 11 (0.33%) Amazon SQS
15 11 (0.33%) Azure Functions
16 9 (0.27%) Yammer
16 9 (0.27%) Yarn
Communications & Networking
1 147 (4.39%) Internet
2 78 (2.33%) HTTP
3 61 (1.82%) Hyperconnected
4 27 (0.81%) SSL
5 26 (0.78%) Skype
6 21 (0.63%) SMS
7 16 (0.48%) Intranet
8 11 (0.33%) DNS
8 11 (0.33%) SSH
9 7 (0.21%) HTTPS
10 6 (0.18%) AMQP
11 2 (0.060%) 3G
11 2 (0.060%) Firewall
11 2 (0.060%) PuTTY
11 2 (0.060%) Value-Added Service
12 1 (0.030%) Extranet
12 1 (0.030%) Network Security
12 1 (0.030%) PPP
12 1 (0.030%) TCP/IP
12 1 (0.030%) Wi-Fi
Database & Business Intelligence
1 1,457 (43.47%) SQL Server
2 650 (19.39%) SQL Server 2016
3 476 (14.20%) MongoDB
4 358 (10.68%) MySQL
5 287 (8.56%) NoSQL
6 185 (5.52%) RavenDB
7 102 (3.04%) Relational Database
8 86 (2.57%) SQL Server Reporting Services
9 74 (2.21%) SQL Server Integration Services
10 66 (1.97%) Big Data
11 65 (1.94%) PostgreSQL
12 58 (1.73%) SQL Server 2008
13 57 (1.70%) SQL Server 2012
14 53 (1.58%) Couchbase
15 49 (1.46%) Blockchain
16 44 (1.31%) MariaDB
17 41 (1.22%) SQL Server 2014
18 38 (1.13%) Azure SQL Database
18 38 (1.13%) CouchDB
19 32 (0.95%) Redis
Development Applications
1 904 (26.97%) Git (software)
2 378 (11.28%) Team Foundation Server
3 303 (9.04%) Visual Studio
4 279 (8.32%) gulp
5 232 (6.92%) Selenium
6 226 (6.74%) TeamCity
7 215 (6.41%) JIRA
8 204 (6.09%) Subversion
9 195 (5.82%) Jenkins
10 151 (4.50%) Karma Test Runner
11 148 (4.42%) webpack
12 126 (3.76%) Octopus Deploy
13 119 (3.55%) Bower
14 118 (3.52%) Grunt
15 115 (3.43%) Protractor
16 109 (3.25%) Jasmine
16 109 (3.25%) Mocha
17 102 (3.04%) Visual Studio Team System
18 93 (2.77%) Maven
19 89 (2.66%) JUnit
General
1 697 (20.79%) Finance
2 219 (6.53%) Marketing
3 170 (5.07%) Retail
4 156 (4.65%) Advertising
5 155 (4.62%) Banking
6 153 (4.56%) Games
7 85 (2.54%) Manufacturing
8 45 (1.34%) Legal
9 30 (0.89%) Electronics
10 23 (0.69%) Telecoms
11 22 (0.66%) Investment Banking
12 21 (0.63%) Automotive
13 20 (0.60%) Music Industry
14 17 (0.51%) Front Office
15 15 (0.45%) Financial Institution
16 14 (0.42%) Law
17 13 (0.39%) Back Office
17 13 (0.39%) Pharmaceutical
18 10 (0.30%) Military
18 10 (0.30%) Publishing
Job Titles
1 3,049 (90.96%) Developer
2 1,287 (38.39%) .NET Developer
3 687 (20.50%) C# Developer
4 543 (16.20%) Front End Developer (Client-Side Developer)
5 531 (15.84%) C# .NET Developer
6 379 (11.31%) Senior Developer
7 354 (10.56%) ASP.NET Developer
8 349 (10.41%) Software Developer
9 330 (9.84%) Web Developer
10 326 (9.73%) C# ASP.NET Developer
10 326 (9.73%) Full Stack Developer
11 302 (9.01%) JavaScript Developer
12 240 (7.16%) PHP Developer
13 233 (6.95%) ASP.NET MVC Developer
14 205 (6.12%) Angular Developer
15 201 (6.00%) .NET Software Developer
16 155 (4.62%) C# Software Developer
17 153 (4.56%) Java Developer
18 152 (4.53%) Lead Developer
19 147 (4.39%) HTML Developer
Libraries, Frameworks & Software Standards
1 2,270 (67.72%) AngularJS
2 2,231 (66.56%) HTML
3 2,222 (66.29%) CSS
4 1,971 (58.80%) .NET
5 1,637 (48.84%) jQuery
6 1,533 (45.73%) ASP.NET
7 1,295 (38.63%) HTML5
8 1,209 (36.07%) ASP.NET MVC
9 1,002 (29.89%) ASP.NET Web API
10 890 (26.55%) CSS3
11 863 (25.75%) RESTful
12 717 (21.39%) KnockoutJS
13 691 (20.61%) .NET Framework
14 656 (19.57%) React
15 605 (18.05%) Sass
16 570 (17.00%) Web Services
17 516 (15.39%) ASP.NET MVC 5
18 474 (14.14%) Node.js
19 467 (13.93%) Entity Framework
20 390 (11.63%) LESS
Miscellaneous
1 568 (16.95%) User Experience
2 301 (8.98%) Greenfield Project
3 265 (7.91%) Fintech
4 192 (5.73%) Computer Science
5 177 (5.28%) Mobile App
6 176 (5.25%) Analytical Skills
7 112 (3.34%) N-Tier
8 97 (2.89%) Enterprise Software
9 61 (1.82%) Self-Motivation
10 43 (1.28%) Cloud Native
11 40 (1.19%) Linux Command Line
12 38 (1.13%) Digital TV
13 30 (0.89%) Algorithms
13 30 (0.89%) Tandem
14 28 (0.84%) Management Information System
15 26 (0.78%) Smartphone
16 24 (0.72%) Graphic Design
17 23 (0.69%) Client/Server
18 18 (0.54%) Hedge funds
18 18 (0.54%) W3C
Operating Systems
1 197 (5.88%) Linux
2 174 (5.19%) Windows
3 66 (1.97%) Android
4 47 (1.40%) Apple iOS
4 47 (1.40%) Unix
5 22 (0.66%) Windows Server
6 18 (0.54%) VMS
7 5 (0.15%) Windows 7
8 3 (0.089%) Ubuntu
8 3 (0.089%) Windows Server 2012
9 2 (0.060%) Mac OS
10 1 (0.030%) AIX
10 1 (0.030%) CentOS
10 1 (0.030%) Debian
10 1 (0.030%) Solaris
Processes & Methodologies
1 1,924 (57.40%) MVC
2 1,889 (56.35%) Agile Software Development
3 997 (29.74%) TDD
4 830 (24.76%) Scrum
5 794 (23.69%) Web Application Development
6 764 (22.79%) Web Development
7 647 (19.30%) BDD
8 606 (18.08%) Front End Development
9 567 (16.92%) Continuous Integration
10 432 (12.89%) Kanban
11 425 (12.68%) OO
12 420 (12.53%) Software Engineering
13 371 (11.07%) Dependency Injection
14 349 (10.41%) Test Automation
15 344 (10.26%) Problem-Solving
16 322 (9.61%) Microservices
17 294 (8.77%) Responsive Web Design
18 276 (8.23%) Unit Testing
19 247 (7.37%) SDLC
20 243 (7.25%) E-Commerce
Programming Languages
1 2,732 (81.50%) JavaScript
2 1,942 (57.94%) C#
3 947 (28.25%) SQL
4 469 (13.99%) PHP
5 388 (11.58%) Java
6 267 (7.97%) T-SQL
7 231 (6.89%) TypeScript
8 213 (6.35%) Ruby
9 135 (4.03%) Python
10 131 (3.91%) ES6
11 84 (2.51%) F#
12 80 (2.39%) VB.NET
13 53 (1.58%) PL/SQL
14 47 (1.40%) Java 8
15 43 (1.28%) C++
16 35 (1.04%) C
17 29 (0.87%) PowerShell
18 26 (0.78%) Scala
18 26 (0.78%) VB
19 21 (0.63%) PHP 5
Qualifications
1 367 (10.95%) Degree
2 90 (2.68%) Computer Science Degree
3 41 (1.22%) SAFe Agilist
4 23 (0.69%) Security Cleared
5 22 (0.66%) Microsoft Certification
6 20 (0.60%) PhD
7 17 (0.51%) Numerate Degree
8 12 (0.36%) SC Cleared
9 11 (0.33%) DV Cleared
10 8 (0.24%) Master's Degree
11 4 (0.12%) DBS Check
12 3 (0.089%) MCSD
12 3 (0.089%) MCTS
13 1 (0.030%) CEH
13 1 (0.030%) ISEB
13 1 (0.030%) PMI Certification
Quality Assurance & Compliance
1 82 (2.45%) QA
2 16 (0.48%) GDPR
3 10 (0.30%) ISO/IEC 27001
4 9 (0.27%) ISO 9001
5 5 (0.15%) GAMP
5 5 (0.15%) WAI
6 4 (0.12%) WCAG
7 3 (0.089%) Data Quality
7 3 (0.089%) GCP
7 3 (0.089%) SLA
8 2 (0.060%) PCI DSS
9 1 (0.030%) PMO
System Software
1 120 (3.58%) Docker
2 28 (0.84%) Active Directory
3 12 (0.36%) VMware Infrastructure
4 11 (0.33%) Apache Flume
4 11 (0.33%) HDFS
5 10 (0.30%) Hyper-V
6 5 (0.15%) Varnish
7 4 (0.12%) Virtual Machines
8 1 (0.030%) Firmware
Systems Management
1 82 (2.45%) Kibana
2 24 (0.72%) Business Desktop Deployment
2 24 (0.72%) WSUS
3 22 (0.66%) Kubernetes
4 17 (0.51%) Opscode Chef
5 15 (0.45%) Ansible
6 13 (0.39%) Puppet
7 8 (0.24%) Single Sign-On
8 6 (0.18%) cPanel
8 6 (0.18%) Docker Swarm
9 5 (0.15%) SCCM
9 5 (0.15%) Terraform
10 3 (0.089%) Hadoop YARN
10 3 (0.089%) Salt
10 3 (0.089%) Systems Management Server (SMS)
11 2 (0.060%) Packer
12 1 (0.030%) logstash
12 1 (0.030%) Mesos
12 1 (0.030%) Proxmox
12 1 (0.030%) TeamSite
Vendors
1 534 (15.93%) Microsoft
2 179 (5.34%) Oracle
3 115 (3.43%) Google
4 92 (2.74%) Sitecore
5 85 (2.54%) Adobe
6 80 (2.39%) Xamarin
7 78 (2.33%) Capita
8 64 (1.91%) Twitter
9 60 (1.79%) Zend
10 54 (1.61%) Facebook
11 52 (1.55%) Nintex
12 47 (1.40%) SAP
13 44 (1.31%) Marketo
14 30 (0.89%) Alias
15 22 (0.66%) New Relic
15 22 (0.66%) Salesforce.com
16 15 (0.45%) Telerik
16 15 (0.45%) WooCommerce
17 14 (0.42%) Cloudera
17 14 (0.42%) VMware