Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 161 164 204
Rank change year-on-year +3 +40 +78
Permanent jobs citing Twitter Bootstrap 3,655 3,769 3,434
As % of all permanent IT jobs advertised in the UK 2.10% 2.18% 1.70%
As % of the Libraries, Frameworks & Software Standards category 5.15% 5.35% 4.39%
Number of salaries quoted 3,281 3,405 3,143
UK median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £29,750 £27,500 £27,500
90th Percentile £72,500 £65,000 £63,750
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.23%

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 70,954 70,392 78,248
As % of all permanent IT jobs advertised in the UK 40.82% 40.67% 38.85%
Number of salaries quoted 59,219 59,552 67,620
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £28,750 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +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 24 June 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 24 June 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 +6 3,524 £45,000 +5.88% 532
UK excluding London -15 2,568 £42,500 +6.25% 426
London +29 1,045 £60,000 +10.09% 137
South East +13 937 £43,750 +9.38% 126
North of England -22 612 £38,000 +1.33% 95
North West -22 405 £38,000 -5.00% 66
Midlands -37 345 £40,000 +6.67% 86
East of England -24 293 £47,500 +11.76% 48
South West +43 289 £40,000 - 40
West Midlands -44 218 £42,500 +13.33% 52
Yorkshire -19 159 £40,000 +14.29% 20
East Midlands -17 127 £40,000 - 34
North East -1 49 £32,500 +30.00% 9
Scotland -72 47 £35,000 -17.65% 15
Wales -8 36 £39,000 +11.43% 11
Northern Ireland +9 10 £34,000 -9.33% 5

For the 6 months to 24 June 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 2,771 (75.81%) JavaScript
2 2,535 (69.36%) AngularJS
3 2,384 (65.23%) HTML
4 2,321 (63.50%) CSS
5 2,205 (60.33%) .NET
6 2,200 (60.19%) MVC
7 2,146 (58.71%) C#
8 2,081 (56.94%) Agile Software Development
9 1,778 (48.65%) ASP.NET
10 1,730 (47.33%) jQuery
11 1,675 (45.83%) SQL Server
12 1,425 (38.99%) ASP.NET MVC
13 1,375 (37.62%) HTML5
14 1,155 (31.60%) ASP.NET Web API
15 1,122 (30.70%) TDD
16 1,009 (27.61%) Git (software)
17 997 (27.28%) SQL
18 983 (26.89%) RESTful
18 983 (26.89%) Web Application Development
19 917 (25.09%) CSS3
20 865 (23.67%) KnockoutJS
20 865 (23.67%) Web Development
21 813 (22.24%) .NET Framework
22 796 (21.78%) Scrum
23 778 (21.29%) Microsoft Azure
24 767 (20.98%) SQL Server 2016
25 740 (20.25%) Finance
26 737 (20.16%) ASP.NET MVC 5
27 714 (19.53%) BDD
28 647 (17.70%) Node.js

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
1 343 (9.38%) CMS
2 179 (4.90%) Elasticsearch
3 133 (3.64%) Apache
4 114 (3.12%) Umbraco
5 111 (3.04%) IIS
6 98 (2.68%) WordPress
7 96 (2.63%) JBoss
8 94 (2.57%) SharePoint
9 93 (2.54%) EPiServer
10 75 (2.05%) Sitecore CMS
11 70 (1.92%) Confluence
12 59 (1.61%) Drupal
13 49 (1.34%) Oracle SOA Suite
14 40 (1.09%) Tomcat
15 31 (0.85%) WebLogic
16 30 (0.82%) Apache Spark
16 30 (0.82%) WebSphere
17 26 (0.71%) nginx
17 26 (0.71%) WildFly
18 19 (0.52%) Oracle Service Bus
Applications
1 105 (2.87%) Photoshop
2 53 (1.45%) Adobe Illustrator
3 33 (0.90%) Adobe Creative Suite
4 21 (0.57%) OmniGraffle
5 17 (0.47%) Microsoft Office
6 9 (0.25%) InVision
7 8 (0.22%) Microsoft Excel
8 5 (0.14%) GIMP
9 4 (0.11%) Fireworks
10 3 (0.082%) Adobe After Effects
10 3 (0.082%) Adobe Premiere
10 3 (0.082%) InDesign
11 2 (0.055%) Chatbot
11 2 (0.055%) MS Visio
11 2 (0.055%) UXPin
12 1 (0.027%) Blender
12 1 (0.027%) Spreadsheet
Business Applications
1 47 (1.29%) Magento
2 46 (1.26%) Eloqua
3 37 (1.01%) Dynamics CRM
4 6 (0.16%) Movex
4 6 (0.16%) NetSuite
5 4 (0.11%) SAP Hybris
5 4 (0.11%) Shopify
6 3 (0.082%) Payment Gateway
6 3 (0.082%) SDL Web 8
7 2 (0.055%) nopCommerce
8 1 (0.027%) Dynamics AX
8 1 (0.027%) OpenCart
8 1 (0.027%) Oracle BPM
8 1 (0.027%) Oracle EBS
Cloud Services
1 778 (21.29%) Microsoft Azure
2 361 (9.88%) Amazon AWS
3 163 (4.46%) SaaS
4 160 (4.38%) npm
5 74 (2.02%) GitHub
6 29 (0.79%) Office 365
7 27 (0.74%) DigitalOcean
8 26 (0.71%) PaaS
9 23 (0.63%) Amazon S3
9 23 (0.63%) IaaS
10 17 (0.47%) Azure Active Directory
11 14 (0.38%) Amazon SQS
11 14 (0.38%) Serverless
12 13 (0.36%) Cloud Computing
12 13 (0.36%) Google Analytics
13 10 (0.27%) Amazon EC2
14 8 (0.22%) Google Cloud Platform
14 8 (0.22%) Yarn
15 6 (0.16%) Adobe Creative Cloud
15 6 (0.16%) Slack
Communications & Networking
1 154 (4.21%) Internet
2 77 (2.11%) Hyperconnected
3 56 (1.53%) HTTP
4 24 (0.66%) SSH
5 21 (0.57%) SSL
6 14 (0.38%) DNS
6 14 (0.38%) Skype
6 14 (0.38%) SMS
7 11 (0.30%) HTTPS
7 11 (0.30%) Intranet
8 5 (0.14%) AMQP
9 3 (0.082%) SNMP
9 3 (0.082%) Value-Added Service
10 2 (0.055%) SAN
10 2 (0.055%) TCP/IP
10 2 (0.055%) VPN
11 1 (0.027%) 3G
11 1 (0.027%) Extranet
11 1 (0.027%) Firewall
11 1 (0.027%) Wi-Fi
Database & Business Intelligence
1 1,675 (45.83%) SQL Server
2 767 (20.98%) SQL Server 2016
3 544 (14.88%) MongoDB
4 410 (11.22%) MySQL
5 344 (9.41%) NoSQL
6 217 (5.94%) RavenDB
7 114 (3.12%) Relational Database
8 104 (2.85%) SQL Server 2014
9 83 (2.27%) SQL Server Reporting Services
10 72 (1.97%) SQL Server Integration Services
11 67 (1.83%) PostgreSQL
11 67 (1.83%) SQL Server 2008
12 60 (1.64%) Couchbase
13 58 (1.59%) Big Data
14 56 (1.53%) SQL Server 2012
15 40 (1.09%) Azure SQL Database
16 32 (0.88%) Redis
17 30 (0.82%) Blockchain
17 30 (0.82%) MariaDB
18 29 (0.79%) Hadoop
Development Applications
1 1,009 (27.61%) Git (software)
2 320 (8.76%) Visual Studio
3 319 (8.73%) Team Foundation Server
4 261 (7.14%) gulp
5 236 (6.46%) TeamCity
6 226 (6.18%) Selenium
7 210 (5.75%) Subversion
8 172 (4.71%) Jenkins
9 163 (4.46%) JIRA
10 142 (3.89%) Karma Test Runner
11 126 (3.45%) webpack
12 112 (3.06%) Jasmine
13 99 (2.71%) JUnit
14 98 (2.68%) Octopus Deploy
15 95 (2.60%) Mocha
16 94 (2.57%) Bower
16 94 (2.57%) Protractor
17 92 (2.52%) Grunt
18 87 (2.38%) Maven
19 77 (2.11%) Bitbucket
General
1 740 (20.25%) Finance
2 233 (6.37%) Marketing
3 176 (4.82%) Retail
4 173 (4.73%) Games
5 160 (4.38%) Advertising
6 146 (3.99%) Banking
7 71 (1.94%) Manufacturing
8 69 (1.89%) Music Industry
9 55 (1.50%) Legal
10 34 (0.93%) Automotive
11 32 (0.88%) Investment Banking
12 29 (0.79%) Electronics
13 27 (0.74%) Telecoms
14 24 (0.66%) Back Office
15 21 (0.57%) Front Office
16 18 (0.49%) Financial Institution
17 16 (0.44%) Law
18 11 (0.30%) Pharmaceutical
19 10 (0.27%) Military
20 5 (0.14%) Publishing
Job Titles
1 3,383 (92.56%) Developer
2 1,550 (42.41%) .NET Developer
3 716 (19.59%) C# Developer
4 574 (15.70%) C# .NET Developer
5 556 (15.21%) Front End Developer (Client-Side Developer)
6 402 (11.00%) Senior Developer
7 399 (10.92%) ASP.NET Developer
8 391 (10.70%) Web Developer
9 384 (10.51%) Software Developer
10 371 (10.15%) C# ASP.NET Developer
11 345 (9.44%) JavaScript Developer
12 316 (8.65%) Full Stack Developer
13 295 (8.07%) PHP Developer
14 276 (7.55%) ASP.NET MVC Developer
15 245 (6.70%) .NET Software Developer
16 211 (5.77%) Angular Developer
17 182 (4.98%) HTML Developer
18 177 (4.84%) Java Developer
19 168 (4.60%) C# Software Developer
19 168 (4.60%) Lead Developer
Libraries, Frameworks & Software Standards
1 2,535 (69.36%) AngularJS
2 2,384 (65.23%) HTML
3 2,321 (63.50%) CSS
4 2,205 (60.33%) .NET
5 1,778 (48.65%) ASP.NET
6 1,730 (47.33%) jQuery
7 1,425 (38.99%) ASP.NET MVC
8 1,375 (37.62%) HTML5
9 1,155 (31.60%) ASP.NET Web API
10 983 (26.89%) RESTful
11 917 (25.09%) CSS3
12 865 (23.67%) KnockoutJS
13 813 (22.24%) .NET Framework
14 737 (20.16%) ASP.NET MVC 5
15 647 (17.70%) Node.js
16 645 (17.65%) React
17 614 (16.80%) Sass
18 549 (15.02%) Entity Framework
19 538 (14.72%) Web Services
20 485 (13.27%) WCF
Miscellaneous
1 583 (15.95%) User Experience
2 332 (9.08%) Greenfield Project
3 281 (7.69%) Fintech
4 223 (6.10%) Computer Science
5 191 (5.23%) Mobile App
6 143 (3.91%) Analytical Skills
7 88 (2.41%) Enterprise Software
8 82 (2.24%) N-Tier
9 63 (1.72%) Self-Motivation
10 59 (1.61%) Tandem
11 55 (1.50%) Linux Command Line
12 49 (1.34%) Digital TV
13 48 (1.31%) Cloud Native
14 34 (0.93%) Management Information System
15 28 (0.77%) W3C
16 26 (0.71%) Client/Server
16 26 (0.71%) Smartphone
17 25 (0.68%) Algorithms
18 21 (0.57%) Hedge funds
19 18 (0.49%) Graphic Design
Operating Systems
1 256 (7.00%) Linux
2 172 (4.71%) Windows
3 97 (2.65%) Android
4 68 (1.86%) Apple iOS
5 57 (1.56%) Unix
6 24 (0.66%) Windows Server
7 16 (0.44%) VMS
8 8 (0.22%) Ubuntu
9 7 (0.19%) Windows 7
10 6 (0.16%) Windows Server 2012
11 4 (0.11%) Mac OS
12 3 (0.082%) CentOS
13 2 (0.055%) Windows 8
13 2 (0.055%) zOS
14 1 (0.027%) AIX
14 1 (0.027%) Amazon Linux
14 1 (0.027%) Red Hat Enterprise Linux
14 1 (0.027%) Solaris
Processes & Methodologies
1 2,200 (60.19%) MVC
2 2,081 (56.94%) Agile Software Development
3 1,122 (30.70%) TDD
4 983 (26.89%) Web Application Development
5 865 (23.67%) Web Development
6 796 (21.78%) Scrum
7 714 (19.53%) BDD
8 612 (16.74%) Front End Development
9 509 (13.93%) OO
10 483 (13.21%) Continuous Integration
11 455 (12.45%) Software Engineering
12 396 (10.83%) Kanban
13 379 (10.37%) Problem-Solving
14 356 (9.74%) Dependency Injection
15 336 (9.19%) Responsive Web Design
16 294 (8.04%) Test Automation
17 262 (7.17%) Unit Testing
18 248 (6.79%) Microservices
19 247 (6.76%) E-Commerce
20 236 (6.46%) OOP
Programming Languages
1 2,771 (75.81%) JavaScript
2 2,146 (58.71%) C#
3 997 (27.28%) SQL
4 541 (14.80%) PHP
5 458 (12.53%) Java
6 322 (8.81%) Ruby
7 216 (5.91%) T-SQL
8 201 (5.50%) TypeScript
9 137 (3.75%) ES6
10 134 (3.67%) Python
11 114 (3.12%) F#
12 88 (2.41%) VB.NET
13 62 (1.70%) PL/SQL
14 44 (1.20%) C++
15 43 (1.18%) Java 8
16 38 (1.04%) C
17 35 (0.96%) VB
18 32 (0.88%) Scala
19 29 (0.79%) PHP 5
20 23 (0.63%) VBA
Qualifications
1 389 (10.64%) Degree
2 92 (2.52%) Computer Science Degree
3 47 (1.29%) SAFe Agilist
4 28 (0.77%) Security Cleared
5 27 (0.74%) Microsoft Certification
6 20 (0.55%) PhD
7 19 (0.52%) Numerate Degree
8 13 (0.36%) SC Cleared
9 11 (0.30%) DV Cleared
10 8 (0.22%) Master's Degree
11 6 (0.16%) MCAD
11 6 (0.16%) MCP
11 6 (0.16%) MCSD
12 2 (0.055%) MCTS
13 1 (0.027%) AWS Certification
13 1 (0.027%) CEH
13 1 (0.027%) CIPFA
13 1 (0.027%) ISEB
13 1 (0.027%) PMI Certification
13 1 (0.027%) Sun Certification
Quality Assurance & Compliance
1 90 (2.46%) QA
2 10 (0.27%) ISO/IEC 27001
3 9 (0.25%) ISO 9001
4 8 (0.22%) GAMP
4 8 (0.22%) GDPR
5 4 (0.11%) WAI
6 3 (0.082%) Data Quality
6 3 (0.082%) SLA
7 2 (0.055%) PCI DSS
7 2 (0.055%) PMO
7 2 (0.055%) WCAG
8 1 (0.027%) GCP
8 1 (0.027%) MiFID
System Software
1 117 (3.20%) Docker
2 36 (0.98%) Active Directory
3 12 (0.33%) VMware Infrastructure
4 11 (0.30%) Apache Flume
4 11 (0.30%) HDFS
5 10 (0.27%) Hyper-V
6 3 (0.082%) Virtual Machines
7 1 (0.027%) DRBD
7 1 (0.027%) KVM
Systems Management
1 114 (3.12%) Kibana
2 63 (1.72%) Business Desktop Deployment
2 63 (1.72%) WSUS
3 17 (0.47%) Puppet
4 14 (0.38%) Opscode Chef
5 11 (0.30%) Docker Swarm
6 10 (0.27%) Ansible
7 9 (0.25%) Kubernetes
8 6 (0.16%) Systems Management Server (SMS)
9 5 (0.14%) SCCM
9 5 (0.14%) Terraform
10 4 (0.11%) Single Sign-On
11 3 (0.082%) cPanel
11 3 (0.082%) Mesos
11 3 (0.082%) Salt
12 2 (0.055%) Hadoop YARN
12 2 (0.055%) Packer
13 1 (0.027%) logstash
13 1 (0.027%) Proxmox
13 1 (0.027%) TeamSite
Vendors
1 633 (17.32%) Microsoft
2 185 (5.06%) Oracle
3 127 (3.47%) Google
4 98 (2.68%) Sitecore
5 94 (2.57%) Adobe
6 76 (2.08%) Zend
7 74 (2.02%) Xamarin
8 72 (1.97%) Twitter
9 57 (1.56%) Capita
10 43 (1.18%) Marketo
11 38 (1.04%) SAP
12 36 (0.98%) Facebook
13 31 (0.85%) New Relic
14 26 (0.71%) Nintex
15 25 (0.68%) Alias
16 23 (0.63%) Salesforce.com
17 16 (0.44%) TOWER Software
18 15 (0.41%) IBM
19 14 (0.38%) VMware
20 13 (0.36%) Cloudera