Period
to 19 October 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 October 2017 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 74 124 198
Rank change year-on-year +50 +74 +38
Permanent jobs citing Twitter Bootstrap 508 309 180
As % of all permanent IT jobs advertised in the North West 3.97% 2.54% 1.37%
As % of the Libraries, Frameworks & Software Standards category 9.00% 6.12% 3.41%
Number of salaries quoted 453 280 168
North West median annual salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.29% -12.50% -
10th Percentile £24,200 £22,500 £30,500
90th Percentile £65,000 £48,875 £57,500
England median annual salary £42,500 £42,500 £42,500

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 advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5646 5052 5274
As % of all permanent IT jobs advertised in the North West 44.16% 41.49% 40.02%
Number of salaries quoted 4678 4383 4515
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £25,625 £25,500
90th Percentile £62,500 £57,500 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Twitter Bootstrap
Job Vacancy Trend in the North West

Job postings citing Twitter Bootstrap as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Twitter Bootstrap in the North West

Twitter Bootstrap
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Twitter Bootstrap in the North West.

Salary trend for Twitter Bootstrap in the North West

Twitter Bootstrap
Salary Histogram in the North West

The salary distribution of IT jobs citing Twitter Bootstrap in the North West over the 6 months to 19 October 2017.

Salary histogram for Twitter Bootstrap in the North West

Twitter Bootstrap
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter Bootstrap within the North West region over the 6 months to 19 October 2017. 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
Manchester +55 295 £40,000 +18.52% 18
Cheshire +9 111 £45,000 +13.92% 9
Lancashire +26 80 £35,000 +16.67% 3
Merseyside -4 18 £45,000 +20.00% 2
Cumbria - 1 £25,000 -
Twitter Bootstrap
England

For the 6 months to 19 October 2017, IT jobs citing Twitter Bootstrap also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Twitter Bootstrap.

1 370 (72.83%) AngularJS
2 355 (69.88%) .NET
3 339 (66.73%) MVC
4 336 (66.14%) C#
5 321 (63.19%) JavaScript
6 311 (61.22%) ASP.NET
7 309 (60.83%) CSS
8 298 (58.66%) HTML
9 295 (58.07%) SQL Server
10 286 (56.30%) Agile Software Development
11 274 (53.94%) jQuery
12 253 (49.80%) ASP.NET MVC
13 205 (40.35%) HTML5
14 203 (39.96%) .NET Framework
15 201 (39.57%) ASP.NET Web API
16 186 (36.61%) TDD
17 183 (36.02%) Web Application Development
18 165 (32.48%) ASP.NET MVC 5
19 153 (30.12%) KnockoutJS
20 137 (26.97%) Git (software)
21 135 (26.57%) RESTful
21 135 (26.57%) Entity Framework
21 135 (26.57%) WCF
22 131 (25.79%) CSS3
23 128 (25.20%) Node.js
23 128 (25.20%) Microsoft Azure
24 114 (22.44%) BDD
25 109 (21.46%) Web Development
26 101 (19.88%) SQL
26 101 (19.88%) Front End Development

Twitter Bootstrap
Co-occurring IT Skills in the North West 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 74 (14.57%) Elasticsearch
2 31 (6.10%) CMS
3 20 (3.94%) EPiServer
4 19 (3.74%) Apache Solr
5 17 (3.35%) SharePoint
5 17 (3.35%) WordPress
6 11 (2.17%) Apache
7 9 (1.77%) NServiceBus
8 8 (1.57%) nginx
9 7 (1.38%) IIS
9 7 (1.38%) Umbraco
10 6 (1.18%) Drupal
11 5 (0.98%) OpenEdge
12 3 (0.59%) ExpressionEngine
12 3 (0.59%) Facebook Platform
13 2 (0.39%) Confluence
13 2 (0.39%) SharePoint 2010
13 2 (0.39%) SharePoint 2013
13 2 (0.39%) Tomcat
13 2 (0.39%) WebSphere
Applications
1 18 (3.54%) Photoshop
2 7 (1.38%) Adobe Illustrator
2 7 (1.38%) Microsoft Excel
3 3 (0.59%) InVision
4 1 (0.20%) Adobe Creative Suite
4 1 (0.20%) InDesign
Business Applications
1 4 (0.79%) Dynamics NAV
2 3 (0.59%) Magento
2 3 (0.59%) Remedy ITSM
3 1 (0.20%) Dynamics CRM
3 1 (0.20%) Shopify
Cloud Services
1 128 (25.20%) Microsoft Azure
2 52 (10.24%) Amazon AWS
3 23 (4.53%) SaaS
4 19 (3.74%) Cloud Computing
4 19 (3.74%) GitHub
4 19 (3.74%) Google App Engine
4 19 (3.74%) Google Cloud Platform
5 9 (1.77%) Adobe Creative Cloud
6 7 (1.38%) npm
7 6 (1.18%) Azure Active Directory
7 6 (1.18%) Office 365
8 5 (0.98%) PaaS
9 3 (0.59%) Amazon EC2
9 3 (0.59%) Amazon SQS
9 3 (0.59%) Route 53
10 1 (0.20%) OpenShift
10 1 (0.20%) Yarn
Communications & Networking
1 20 (3.94%) Internet
2 11 (2.17%) HTTP
3 7 (1.38%) WinSCP
4 4 (0.79%) LDAP
5 2 (0.39%) AMQP
6 1 (0.20%) SSH
Database & Business Intelligence
1 295 (58.07%) SQL Server
2 100 (19.69%) MongoDB
3 88 (17.32%) SQL Server 2014
4 80 (15.75%) SQL Server 2016
5 58 (11.42%) NoSQL
6 55 (10.83%) MySQL
7 33 (6.50%) SQL Server 2008
8 32 (6.30%) RavenDB
9 22 (4.33%) SQL Server Reporting Services
10 17 (3.35%) PostgreSQL
11 14 (2.76%) Big Data
12 9 (1.77%) SQL Server Integration Services
13 8 (1.57%) Relational Database
14 5 (0.98%) Data Lake
14 5 (0.98%) Data Warehouse
14 5 (0.98%) DocumentDB
14 5 (0.98%) SQL Server 2012
15 4 (0.79%) DB2
15 4 (0.79%) RDBMS
16 3 (0.59%) Redis
Development Applications
1 137 (26.97%) Git (software)
2 57 (11.22%) TeamCity
3 54 (10.63%) Visual Studio
4 50 (9.84%) Subversion
5 42 (8.27%) Team Foundation Server
6 31 (6.10%) Jenkins
7 29 (5.71%) Selenium
8 25 (4.92%) JIRA
9 24 (4.72%) gulp
10 22 (4.33%) Vagrant
11 19 (3.74%) Codeception
11 19 (3.74%) PHPUnit
12 17 (3.35%) Grunt
13 13 (2.56%) Bitbucket
14 12 (2.36%) FxCop
15 10 (1.97%) NUnit
15 10 (1.97%) ReSharper
15 10 (1.97%) SonarQube
15 10 (1.97%) SpecFlow
16 8 (1.57%) Jasmine
General
1 66 (12.99%) Finance
2 54 (10.63%) Games
3 24 (4.72%) Law
4 22 (4.33%) Marketing
4 22 (4.33%) Retail
5 14 (2.76%) Music Industry
6 13 (2.56%) Advertising
7 4 (0.79%) Back Office
7 4 (0.79%) Banking
7 4 (0.79%) Manufacturing
8 3 (0.59%) Legal
9 2 (0.39%) Automotive
9 2 (0.39%) Pharmaceutical
10 1 (0.20%) Billing
10 1 (0.20%) Interactive Media
10 1 (0.20%) Telecoms
Job Titles
1 460 (90.55%) Developer
2 247 (48.62%) .NET Developer
3 90 (17.72%) Front End Developer (Client-Side Developer)
4 76 (14.96%) C# Developer
5 59 (11.61%) C# .NET Developer
6 51 (10.04%) Web Developer
7 50 (9.84%) Senior Developer
8 48 (9.45%) Junior
9 47 (9.25%) HTML Developer
10 44 (8.66%) Junior Developer
11 40 (7.87%) HTML CSS Developer
11 40 (7.87%) JavaScript Developer
12 33 (6.50%) ASP.NET Developer
13 32 (6.30%) ASP.NET MVC Developer
13 32 (6.30%) Graduate
13 32 (6.30%) PHP Developer
14 31 (6.10%) C# ASP.NET Developer
14 31 (6.10%) Junior .NET Developer
15 29 (5.71%) Graduate .NET Developer
15 29 (5.71%) Graduate Developer
Libraries, Frameworks & Software Standards
1 370 (72.83%) AngularJS
2 355 (69.88%) .NET
3 311 (61.22%) ASP.NET
4 309 (60.83%) CSS
5 298 (58.66%) HTML
6 274 (53.94%) jQuery
7 253 (49.80%) ASP.NET MVC
8 205 (40.35%) HTML5
9 203 (39.96%) .NET Framework
10 201 (39.57%) ASP.NET Web API
11 165 (32.48%) ASP.NET MVC 5
12 153 (30.12%) KnockoutJS
13 135 (26.57%) Entity Framework
13 135 (26.57%) RESTful
13 135 (26.57%) WCF
14 131 (25.79%) CSS3
15 128 (25.20%) Node.js
16 90 (17.72%) Sass
17 87 (17.13%) Web Services
18 62 (12.20%) WPF
Miscellaneous
1 68 (13.39%) User Experience
2 53 (10.43%) Computer Science
3 41 (8.07%) Fintech
4 31 (6.10%) Greenfield Project
5 30 (5.91%) Analytical Skills
6 21 (4.13%) Mobile App
7 17 (3.35%) iPad
8 15 (2.95%) Enterprise Software
9 13 (2.56%) Digital TV
10 7 (1.38%) Data Structures
10 7 (1.38%) Replication
11 5 (0.98%) RIA
12 4 (0.79%) Linux Command Line
12 4 (0.79%) Raspberry Pi
13 3 (0.59%) Life Science
13 3 (0.59%) Tandem
13 3 (0.59%) Web 2.0
14 2 (0.39%) Smartphone
15 1 (0.20%) Animation
15 1 (0.20%) NHS
Operating Systems
1 47 (9.25%) Linux
2 23 (4.53%) Unix
3 20 (3.94%) Windows
4 6 (1.18%) Android
5 2 (0.39%) Apple iOS
6 1 (0.20%) Debian
6 1 (0.20%) Ubuntu
Processes & Methodologies
1 339 (66.73%) MVC
2 286 (56.30%) Agile Software Development
3 186 (36.61%) TDD
4 183 (36.02%) Web Application Development
5 114 (22.44%) BDD
6 109 (21.46%) Web Development
7 101 (19.88%) Front End Development
8 90 (17.72%) Scrum
9 83 (16.34%) OO
10 80 (15.75%) Dependency Injection
11 71 (13.98%) Kanban
12 57 (11.22%) Multithreading
13 45 (8.86%) Continuous Integration
14 42 (8.27%) Responsive Web Design
15 41 (8.07%) Software Engineering
16 37 (7.28%) SDLC
17 32 (6.30%) Asset Management
17 32 (6.30%) Wealth Management
18 31 (6.10%) Mentoring
19 28 (5.51%) Unit Testing
Programming Languages
1 336 (66.14%) C#
2 321 (63.19%) JavaScript
3 101 (19.88%) SQL
4 100 (19.69%) Ruby
5 62 (12.20%) PHP
6 57 (11.22%) F#
7 45 (8.86%) T-SQL
8 22 (4.33%) XPath
9 20 (3.94%) Java
10 18 (3.54%) TypeScript
11 13 (2.56%) VB.NET
12 6 (1.18%) C
13 5 (0.98%) Groovy
13 5 (0.98%) Objective-C
13 5 (0.98%) Python
14 4 (0.79%) Bash Shell
14 4 (0.79%) PHP 7
14 4 (0.79%) PowerShell
15 3 (0.59%) VB
16 2 (0.39%) Clojure
Qualifications
1 33 (6.50%) Degree
2 6 (1.18%) DV Cleared
2 6 (1.18%) Security Cleared
3 4 (0.79%) Microsoft Certification
4 1 (0.20%) Computer Science Degree
Quality Assurance & Compliance
1 12 (2.36%) GCP
2 5 (0.98%) QA
3 4 (0.79%) HIPAA
4 2 (0.39%) ISO/IEC 27001
5 1 (0.20%) ISO/IEC 20000
System Software
1 27 (5.31%) Docker
2 6 (1.18%) Active Directory
Systems Management
1 55 (10.83%) Kibana
2 26 (5.12%) Business Desktop Deployment
2 26 (5.12%) WSUS
3 21 (4.13%) Puppet
4 19 (3.74%) Capistrano
4 19 (3.74%) Kubernetes
5 2 (0.39%) Ansible
5 2 (0.39%) Cobbler
5 2 (0.39%) Opscode Chef
Vendors
1 87 (17.13%) Microsoft
2 46 (9.06%) Google
3 16 (3.15%) Oracle
4 13 (2.56%) Adobe
5 9 (1.77%) Xamarin
6 7 (1.38%) Facebook
6 7 (1.38%) Percona
7 6 (1.18%) Atlassian
7 6 (1.18%) Zend
8 5 (0.98%) Telerik
9 4 (0.79%) Progress
9 4 (0.79%) ServiceNow
9 4 (0.79%) Twitter
10 3 (0.59%) BMC
10 3 (0.59%) Remedy
10 3 (0.59%) Sitecore
11 2 (0.39%) IBM
11 2 (0.39%) Sun
11 2 (0.39%) TIBCO
12 1 (0.20%) Capita