Period
to 23 February 2018

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 23 February 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 86 108 173
Rank change year-on-year +22 +65 +62
Permanent jobs citing Twitter Bootstrap 487 359 198
As % of all permanent IT jobs advertised in the North West 3.81% 2.90% 1.65%
As % of the Libraries, Frameworks & Software Standards category 8.53% 6.81% 4.29%
Number of salaries quoted 437 318 180
North West median annual salary £40,000 £38,750 £40,000
Median salary % change year-on-year +3.23% -3.13% -
10th Percentile £22,500 £22,500 £27,500
90th Percentile £65,000 £52,500 £52,500
England median annual salary £43,250 £42,500 £44,000
% change year-on-year +1.76% -3.41% +3.53%

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 5,710 5,275 4,613
As % of all permanent IT jobs advertised in the North West 44.65% 42.55% 38.34%
Number of salaries quoted 4,789 4,597 3,990
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 £25,000
90th Percentile £63,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

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 23 February 2018.

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 23 February 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
Manchester +21 268 £40,000 +6.67% 44
Cheshire +10 162 £45,000 +2.86% 20
Lancashire +11 34 £35,000 +7.69% 9
Merseyside +9 18 £27,500 -31.25% 4
Cumbria - 2 £25,000 - 1
Twitter Bootstrap
England

For the 6 months to 23 February 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 across the North West region with a requirement for Twitter Bootstrap.

1 346 (71.05%) MVC
2 345 (70.84%) AngularJS
3 304 (62.42%) C#
4 302 (62.01%) .NET
5 301 (61.81%) Agile Software Development
6 297 (60.99%) SQL Server
7 279 (57.29%) HTML
8 272 (55.85%) JavaScript
9 271 (55.65%) ASP.NET
10 256 (52.57%) CSS
11 236 (48.46%) ASP.NET MVC
12 233 (47.84%) jQuery
13 204 (41.89%) .NET Framework
14 197 (40.45%) Web Application Development
15 187 (38.40%) TDD
16 181 (37.17%) ASP.NET MVC 5
17 168 (34.50%) KnockoutJS
18 166 (34.09%) ASP.NET Web API
19 154 (31.62%) RESTful
20 143 (29.36%) HTML5
21 141 (28.95%) MongoDB
22 130 (26.69%) BDD
22 130 (26.69%) Entity Framework
23 129 (26.49%) Microsoft Azure
24 128 (26.28%) Git (software)
24 128 (26.28%) Web Development
25 126 (25.87%) Node.js
26 120 (24.64%) Ruby
27 118 (24.23%) CSS3
28 113 (23.20%) PHP

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 73 (14.99%) Elasticsearch
2 24 (4.93%) CMS
3 15 (3.08%) Confluence
4 12 (2.46%) WordPress
5 8 (1.64%) Apache
6 7 (1.44%) SharePoint
7 6 (1.23%) Apache Spark
8 5 (1.03%) NServiceBus
9 4 (0.82%) Drupal
10 3 (0.62%) Apache Solr
10 3 (0.62%) IIS
10 3 (0.62%) Tomcat
11 2 (0.41%) ColdFusion
11 2 (0.41%) Facebook Platform
11 2 (0.41%) SAS
11 2 (0.41%) Sitecore CMS
12 1 (0.21%) concrete5
12 1 (0.21%) ExpressionEngine
12 1 (0.21%) Tornado
12 1 (0.21%) WebSphere
Applications
1 31 (6.37%) Photoshop
2 4 (0.82%) Microsoft Excel
3 3 (0.62%) Adobe Creative Suite
3 3 (0.62%) InVision
4 2 (0.41%) Adobe Illustrator
5 1 (0.21%) InDesign
5 1 (0.21%) Microsoft Office
Business Applications
1 5 (1.03%) Magento
2 2 (0.41%) Dynamics NAV
3 1 (0.21%) Dynamics CRM
3 1 (0.21%) Shopify
Cloud Services
1 129 (26.49%) Microsoft Azure
2 84 (17.25%) Amazon AWS
3 22 (4.52%) GitHub
4 17 (3.49%) DigitalOcean
5 11 (2.26%) Adobe Creative Cloud
6 7 (1.44%) npm
7 4 (0.82%) Amazon EC2
8 3 (0.62%) Amazon SQS
8 3 (0.62%) Google App Engine
8 3 (0.62%) Google Cloud Platform
8 3 (0.62%) Route 53
8 3 (0.62%) SaaS
9 2 (0.41%) Azure Active Directory
9 2 (0.41%) CheetahMail
9 2 (0.41%) Firebase
9 2 (0.41%) Google Analytics
9 2 (0.41%) Google Tag Manager
9 2 (0.41%) Pure360
10 1 (0.21%) AWS Lambda
10 1 (0.21%) Serverless
Communications & Networking
1 22 (4.52%) Internet
2 12 (2.46%) HTTP
3 4 (0.82%) WinSCP
4 1 (0.21%) AMQP
4 1 (0.21%) Intranet
Database & Business Intelligence
1 297 (60.99%) SQL Server
2 141 (28.95%) MongoDB
3 112 (23.00%) SQL Server 2016
4 89 (18.28%) SQL Server 2014
5 77 (15.81%) MySQL
6 59 (12.11%) NoSQL
7 43 (8.83%) RavenDB
8 27 (5.54%) SQL Server 2008
9 16 (3.29%) PostgreSQL
10 15 (3.08%) SQL Server Reporting Services
11 13 (2.67%) Relational Database
12 11 (2.26%) DB2
13 10 (2.05%) SQL Server Integration Services
14 8 (1.64%) Big Data
14 8 (1.64%) Hadoop
15 7 (1.44%) SQL Server 2012
16 5 (1.03%) SQLite
17 4 (0.82%) Amazon DynamoDB
18 3 (0.62%) MariaDB
19 2 (0.41%) Redis
Development Applications
1 128 (26.28%) Git (software)
2 71 (14.58%) TeamCity
3 38 (7.80%) Team Foundation Server
4 33 (6.78%) Visual Studio
5 27 (5.54%) PHPUnit
6 19 (3.90%) Jenkins
6 19 (3.90%) JIRA
7 16 (3.29%) Bitbucket
7 16 (3.29%) Jasmine
8 15 (3.08%) gulp
9 12 (2.46%) Gradle
9 12 (2.46%) Grunt
10 11 (2.26%) Subversion
11 8 (1.64%) Selenium
12 6 (1.23%) webpack
13 4 (0.82%) Balsamiq Mockups
13 4 (0.82%) git-flow
13 4 (0.82%) Vagrant
14 3 (0.62%) Axure RP
14 3 (0.62%) Codeception
General
1 89 (18.28%) Finance
2 66 (13.55%) Games
3 25 (5.13%) Music Industry
4 20 (4.11%) Retail
5 17 (3.49%) Automotive
6 16 (3.29%) Banking
7 15 (3.08%) Advertising
8 10 (2.05%) Marketing
9 6 (1.23%) Legal
10 3 (0.62%) Law
11 2 (0.41%) Investment Banking
11 2 (0.41%) Pharmaceutical
12 1 (0.21%) Back Office
12 1 (0.21%) Manufacturing
12 1 (0.21%) Publishing
12 1 (0.21%) Retail Banking
Job Titles
1 449 (92.20%) Developer
2 257 (52.77%) .NET Developer
3 58 (11.91%) Junior
4 56 (11.50%) Front End Developer (Client-Side Developer)
5 54 (11.09%) Junior Developer
6 51 (10.47%) C# Developer
6 51 (10.47%) PHP Developer
7 46 (9.45%) Web Developer
8 43 (8.83%) C# .NET Developer
9 42 (8.62%) Graduate
9 42 (8.62%) Graduate Developer
10 40 (8.21%) Junior .NET Developer
11 39 (8.01%) Senior Developer
12 37 (7.60%) HTML Developer
13 36 (7.39%) Graduate .NET Developer
14 32 (6.57%) Messaging Developer
15 31 (6.37%) HTML CSS Developer
16 27 (5.54%) Software Developer
17 21 (4.31%) JavaScript Developer
18 19 (3.90%) Front End Web Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 345 (70.84%) AngularJS
2 302 (62.01%) .NET
3 279 (57.29%) HTML
4 271 (55.65%) ASP.NET
5 256 (52.57%) CSS
6 236 (48.46%) ASP.NET MVC
7 233 (47.84%) jQuery
8 204 (41.89%) .NET Framework
9 181 (37.17%) ASP.NET MVC 5
10 168 (34.50%) KnockoutJS
11 166 (34.09%) ASP.NET Web API
12 154 (31.62%) RESTful
13 143 (29.36%) HTML5
14 130 (26.69%) Entity Framework
15 126 (25.87%) Node.js
16 118 (24.23%) CSS3
17 109 (22.38%) WCF
18 104 (21.36%) Web Services
19 80 (16.43%) WPF
20 70 (14.37%) React
Miscellaneous
1 55 (11.29%) Computer Science
1 55 (11.29%) User Experience
2 45 (9.24%) Fintech
3 32 (6.57%) Mobile App
4 20 (4.11%) Greenfield Project
5 19 (3.90%) Cyberattack
5 19 (3.90%) Linux Command Line
6 12 (2.46%) Tandem
7 11 (2.26%) Analytical Skills
7 11 (2.26%) RIA
8 7 (1.44%) Graphic Design
9 6 (1.23%) Digital TV
9 6 (1.23%) Enterprise Software
10 5 (1.03%) Digital Signage
11 3 (0.62%) NHS
11 3 (0.62%) Replication
11 3 (0.62%) Xbox
12 1 (0.21%) Internet of Things
12 1 (0.21%) Management Information System
12 1 (0.21%) Social Media
Operating Systems
1 40 (8.21%) Linux
2 29 (5.95%) Windows
3 25 (5.13%) Unix
4 5 (1.03%) Android
4 5 (1.03%) Apple iOS
5 2 (0.41%) Windows Server
5 2 (0.41%) Windows Server 2012
Processes & Methodologies
1 346 (71.05%) MVC
2 301 (61.81%) Agile Software Development
3 197 (40.45%) Web Application Development
4 187 (38.40%) TDD
5 130 (26.69%) BDD
6 128 (26.28%) Web Development
7 102 (20.94%) Dependency Injection
8 96 (19.71%) OO
9 79 (16.22%) Kanban
10 76 (15.61%) Scrum
11 69 (14.17%) Multithreading
12 64 (13.14%) Front End Development
13 48 (9.86%) Software Engineering
14 45 (9.24%) Wealth Management
15 44 (9.03%) Asset Management
16 40 (8.21%) Continuous Integration
17 36 (7.39%) Test Automation
18 33 (6.78%) Time Management
19 28 (5.75%) OO PHP
19 28 (5.75%) Wireframes
Programming Languages
1 304 (62.42%) C#
2 272 (55.85%) JavaScript
3 120 (24.64%) Ruby
4 113 (23.20%) PHP
5 87 (17.86%) SQL
6 69 (14.17%) F#
7 30 (6.16%) Java
7 30 (6.16%) T-SQL
8 10 (2.05%) TypeScript
9 9 (1.85%) VB.NET
10 7 (1.44%) Scala
11 6 (1.23%) PHP 7
12 5 (1.03%) C
12 5 (1.03%) PHP 5
12 5 (1.03%) VB
13 4 (0.82%) Bash Shell
13 4 (0.82%) Perl
13 4 (0.82%) Python
14 1 (0.21%) Clojure
14 1 (0.21%) Haskell
Qualifications
1 34 (6.98%) Degree
2 4 (0.82%) DV Cleared
2 4 (0.82%) Security Cleared
3 2 (0.41%) Microsoft Certification
4 1 (0.21%) CIPFA
Quality Assurance & Compliance
1 3 (0.62%) QA
2 1 (0.21%) ISO/IEC 27001
System Software
1 14 (2.87%) Docker
2 2 (0.41%) Active Directory
Systems Management
1 68 (13.96%) Kibana
2 32 (6.57%) Business Desktop Deployment
2 32 (6.57%) WSUS
3 5 (1.03%) Kubernetes
4 4 (0.82%) Puppet
5 3 (0.62%) Capistrano
6 1 (0.21%) Ansible
6 1 (0.21%) Cobbler
6 1 (0.21%) Opscode Chef
6 1 (0.21%) Systems Management Server (SMS)
Vendors
1 80 (16.43%) Microsoft
2 60 (12.32%) Google
3 33 (6.78%) Adobe
4 17 (3.49%) New Relic
5 14 (2.87%) Oracle
6 8 (1.64%) Zend
7 6 (1.23%) Twitter
8 5 (1.03%) Facebook
9 4 (0.82%) Atlassian
10 3 (0.62%) Capita
10 3 (0.62%) Percona
10 3 (0.62%) Xamarin
11 2 (0.41%) IBM
11 2 (0.41%) ServiceNow
11 2 (0.41%) Sitecore
12 1 (0.21%) Apple
12 1 (0.21%) HP
12 1 (0.21%) Pegasus
12 1 (0.21%) Salesforce.com
12 1 (0.21%) TIBCO