Period
to 22 November 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 76 113 188
Rank change year-on-year +37 +75 +35
Permanent jobs citing Twitter Bootstrap 516 343 187
As % of all permanent IT jobs advertised in the North West 3.88% 2.74% 1.45%
As % of the Libraries, Frameworks & Software Standards category 8.74% 6.57% 3.69%
Number of salaries quoted 457 318 177
North West median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% -
10th Percentile £22,500 £22,500 £30,500
90th Percentile £65,000 £50,000 £56,750
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 5907 5222 5066
As % of all permanent IT jobs advertised in the North West 44.43% 41.73% 39.38%
Number of salaries quoted 4914 4550 4360
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 £26,250 £25,225
90th Percentile £62,500 £58,750 £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 22 November 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 22 November 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 +36 311 £40,000 +6.67% 15
Cheshire +6 127 £45,000 +12.50% 11
Lancashire +23 61 £35,000 +16.67% 2
Merseyside -3 11 £45,000 +12.50% 2
Cumbria - 1 £25,000 -
Twitter Bootstrap
England

For the 6 months to 22 November 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.

1 381 (73.84%) AngularJS
2 352 (68.22%) MVC
3 330 (63.95%) .NET
4 321 (62.21%) C#
5 317 (61.43%) JavaScript
6 302 (58.53%) HTML
7 298 (57.75%) ASP.NET
7 298 (57.75%) CSS
8 293 (56.78%) SQL Server
9 287 (55.62%) Agile Software Development
10 283 (54.84%) jQuery
11 245 (47.48%) ASP.NET MVC
12 206 (39.92%) .NET Framework
13 193 (37.40%) ASP.NET Web API
14 190 (36.82%) TDD
15 186 (36.05%) Web Application Development
16 179 (34.69%) HTML5
17 176 (34.11%) ASP.NET MVC 5
18 166 (32.17%) KnockoutJS
19 144 (27.91%) RESTful
20 140 (27.13%) Git (software)
21 139 (26.94%) Entity Framework
22 137 (26.55%) WCF
23 135 (26.16%) Node.js
24 127 (24.61%) Microsoft Azure
25 126 (24.42%) BDD
26 124 (24.03%) Web Development
27 122 (23.64%) CSS3
28 115 (22.29%) Ruby
29 111 (21.51%) MongoDB

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 80 (15.50%) Elasticsearch
2 26 (5.04%) CMS
3 19 (3.68%) Apache Solr
4 18 (3.49%) WordPress
5 14 (2.71%) SharePoint
6 12 (2.33%) EPiServer
7 10 (1.94%) Apache
8 7 (1.36%) Confluence
9 6 (1.16%) Drupal
9 6 (1.16%) NServiceBus
10 4 (0.78%) Apache Spark
10 4 (0.78%) IIS
10 4 (0.78%) OpenEdge
10 4 (0.78%) Tomcat
11 3 (0.58%) Facebook Platform
11 3 (0.58%) nginx
12 2 (0.39%) ExpressionEngine
12 2 (0.39%) SharePoint 2013
12 2 (0.39%) Umbraco
12 2 (0.39%) WebSphere
Applications
1 27 (5.23%) Photoshop
2 8 (1.55%) Microsoft Excel
3 5 (0.97%) Adobe Illustrator
4 3 (0.58%) InVision
5 1 (0.19%) Adobe Creative Suite
5 1 (0.19%) InDesign
5 1 (0.19%) Microsoft Office
Business Applications
1 4 (0.78%) Dynamics NAV
1 4 (0.78%) Magento
2 2 (0.39%) Remedy ITSM
3 1 (0.19%) Dynamics CRM
3 1 (0.19%) Shopify
Cloud Services
1 127 (24.61%) Microsoft Azure
2 58 (11.24%) Amazon AWS
3 21 (4.07%) GitHub
4 19 (3.68%) Google App Engine
4 19 (3.68%) Google Cloud Platform
5 18 (3.49%) SaaS
6 13 (2.52%) Cloud Computing
7 9 (1.74%) Adobe Creative Cloud
8 5 (0.97%) npm
9 4 (0.78%) Azure Active Directory
10 3 (0.58%) Amazon EC2
10 3 (0.58%) Amazon SQS
10 3 (0.58%) Office 365
10 3 (0.58%) Route 53
11 1 (0.19%) OpenShift
11 1 (0.19%) PaaS
Communications & Networking
1 26 (5.04%) Internet
2 18 (3.49%) HTTP
3 8 (1.55%) WinSCP
4 2 (0.39%) AMQP
4 2 (0.39%) LDAP
Database & Business Intelligence
1 293 (56.78%) SQL Server
2 111 (21.51%) MongoDB
3 92 (17.83%) SQL Server 2016
4 87 (16.86%) SQL Server 2014
5 67 (12.98%) MySQL
5 67 (12.98%) NoSQL
6 34 (6.59%) RavenDB
7 33 (6.40%) SQL Server 2008
8 19 (3.68%) SQL Server Reporting Services
9 17 (3.29%) Relational Database
10 13 (2.52%) DB2
10 13 (2.52%) PostgreSQL
11 11 (2.13%) Big Data
12 10 (1.94%) SQL Server Integration Services
13 7 (1.36%) SQL Server 2012
14 6 (1.16%) Hadoop
15 4 (0.78%) DocumentDB
15 4 (0.78%) MariaDB
15 4 (0.78%) RDBMS
16 3 (0.58%) Amazon DynamoDB
Development Applications
1 140 (27.13%) Git (software)
2 63 (12.21%) TeamCity
3 43 (8.33%) Visual Studio
4 39 (7.56%) Subversion
5 38 (7.36%) Jenkins
6 36 (6.98%) Team Foundation Server
7 22 (4.26%) Vagrant
8 21 (4.07%) PHPUnit
8 21 (4.07%) Selenium
9 20 (3.88%) Bitbucket
9 20 (3.88%) JIRA
10 19 (3.68%) Codeception
10 19 (3.68%) gulp
11 15 (2.91%) Jasmine
12 14 (2.71%) Gradle
13 13 (2.52%) Grunt
14 8 (1.55%) FxCop
15 7 (1.36%) NuGet
15 7 (1.36%) SpecFlow
15 7 (1.36%) Xdebug
General
1 75 (14.53%) Finance
2 60 (11.63%) Games
3 32 (6.20%) Retail
4 20 (3.88%) Advertising
4 20 (3.88%) Marketing
5 19 (3.68%) Music Industry
6 17 (3.29%) Law
7 15 (2.91%) Banking
8 5 (0.97%) Automotive
8 5 (0.97%) Legal
9 1 (0.19%) Back Office
9 1 (0.19%) Interactive Media
9 1 (0.19%) Manufacturing
9 1 (0.19%) Pharmaceutical
Job Titles
1 463 (89.73%) Developer
2 248 (48.06%) .NET Developer
3 83 (16.09%) Front End Developer (Client-Side Developer)
4 69 (13.37%) C# Developer
5 57 (11.05%) Junior
6 52 (10.08%) C# .NET Developer
6 52 (10.08%) Senior Developer
7 50 (9.69%) Web Developer
8 49 (9.50%) HTML Developer
8 49 (9.50%) Junior Developer
9 42 (8.14%) HTML CSS Developer
10 39 (7.56%) PHP Developer
11 38 (7.36%) Graduate
12 35 (6.78%) Graduate Developer
13 34 (6.59%) Junior .NET Developer
14 33 (6.40%) JavaScript Developer
15 31 (6.01%) Graduate .NET Developer
16 30 (5.81%) Messaging Developer
17 26 (5.04%) Software Developer
18 25 (4.84%) ASP.NET Developer
Libraries, Frameworks & Software Standards
1 381 (73.84%) AngularJS
2 330 (63.95%) .NET
3 302 (58.53%) HTML
4 298 (57.75%) ASP.NET
4 298 (57.75%) CSS
5 283 (54.84%) jQuery
6 245 (47.48%) ASP.NET MVC
7 206 (39.92%) .NET Framework
8 193 (37.40%) ASP.NET Web API
9 179 (34.69%) HTML5
10 176 (34.11%) ASP.NET MVC 5
11 166 (32.17%) KnockoutJS
12 144 (27.91%) RESTful
13 139 (26.94%) Entity Framework
14 137 (26.55%) WCF
15 135 (26.16%) Node.js
16 122 (23.64%) CSS3
17 91 (17.64%) Web Services
18 79 (15.31%) Sass
19 70 (13.57%) WPF
Miscellaneous
1 62 (12.02%) User Experience
2 58 (11.24%) Computer Science
3 43 (8.33%) Fintech
4 25 (4.84%) Analytical Skills
4 25 (4.84%) Mobile App
5 14 (2.71%) Enterprise Software
5 14 (2.71%) Greenfield Project
6 13 (2.52%) Cyber Attack
6 13 (2.52%) RIA
7 12 (2.33%) Digital TV
8 11 (2.13%) iPad
9 7 (1.36%) Replication
10 4 (0.78%) Data Structures
10 4 (0.78%) Graphic Design
11 3 (0.58%) Xbox
12 2 (0.39%) Tandem
12 2 (0.39%) Web 2.0
13 1 (0.19%) Animation
13 1 (0.19%) Internet of Things
13 1 (0.19%) Social Media
Operating Systems
1 44 (8.53%) Linux
2 24 (4.65%) Unix
3 20 (3.88%) Windows
4 3 (0.58%) Android
5 2 (0.39%) Apple iOS
6 1 (0.19%) Windows Server
Processes & Methodologies
1 352 (68.22%) MVC
2 287 (55.62%) Agile Software Development
3 190 (36.82%) TDD
4 186 (36.05%) Web Application Development
5 126 (24.42%) BDD
6 124 (24.03%) Web Development
7 93 (18.02%) OO
8 92 (17.83%) Front End Development
9 87 (16.86%) Scrum
10 85 (16.47%) Dependency Injection
11 78 (15.12%) Kanban
12 63 (12.21%) Multithreading
13 53 (10.27%) Software Engineering
14 48 (9.30%) Continuous Integration
15 36 (6.98%) OO PHP
16 34 (6.59%) Asset Management
16 34 (6.59%) Wealth Management
17 33 (6.40%) Mentoring
17 33 (6.40%) Responsive Web Design
18 32 (6.20%) SDLC
Programming Languages
1 321 (62.21%) C#
2 317 (61.43%) JavaScript
3 115 (22.29%) Ruby
4 91 (17.64%) PHP
5 88 (17.05%) SQL
6 63 (12.21%) F#
7 35 (6.78%) T-SQL
8 33 (6.40%) Java
9 14 (2.71%) TypeScript
9 14 (2.71%) XPath
10 10 (1.94%) VB.NET
11 8 (1.55%) C
12 6 (1.16%) Bash Shell
12 6 (1.16%) Scala
12 6 (1.16%) VB
13 5 (0.97%) PHP 7
13 5 (0.97%) Python
14 4 (0.78%) Groovy
15 3 (0.58%) Objective-C
15 3 (0.58%) Perl
Qualifications
1 37 (7.17%) Degree
2 8 (1.55%) DV Cleared
2 8 (1.55%) Security Cleared
3 4 (0.78%) Microsoft Certification
4 1 (0.19%) Computer Science Degree
Quality Assurance & Compliance
1 12 (2.33%) GCP
2 4 (0.78%) QA
3 1 (0.19%) HIPAA
3 1 (0.19%) ISO/IEC 27001
System Software
1 28 (5.43%) Docker
2 4 (0.78%) Active Directory
Systems Management
1 61 (11.82%) Kibana
2 30 (5.81%) Business Desktop Deployment
2 30 (5.81%) WSUS
3 21 (4.07%) Puppet
4 19 (3.68%) Capistrano
4 19 (3.68%) Kubernetes
5 2 (0.39%) Ansible
5 2 (0.39%) Cobbler
5 2 (0.39%) Opscode Chef
6 1 (0.19%) Systems Management Server (SMS)
Vendors
1 80 (15.50%) Microsoft
2 52 (10.08%) Google
3 22 (4.26%) Adobe
4 20 (3.88%) Oracle
5 8 (1.55%) Atlassian
6 7 (1.36%) Percona
6 7 (1.36%) Xamarin
7 6 (1.16%) Facebook
7 6 (1.16%) Zend
8 5 (0.97%) Twitter
9 4 (0.78%) Progress
10 2 (0.39%) BMC
10 2 (0.39%) IBM
10 2 (0.39%) Remedy
10 2 (0.39%) ServiceNow
10 2 (0.39%) Telerik
10 2 (0.39%) TIBCO
11 1 (0.19%) Pegasus
11 1 (0.19%) Rackspace
11 1 (0.19%) Sitecore