Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 138 77 114
Rank change year-on-year -61 +37 +83
Permanent jobs citing Twitter Bootstrap 282 512 336
As % of all permanent IT jobs advertised in the North West 2.41% 3.90% 2.71%
As % of the Libraries, Frameworks & Software Standards category 6.31% 8.78% 6.49%
Number of salaries quoted 238 455 311
North West median annual salary £47,500 £42,500 £37,500
Median salary % change year-on-year +11.76% +13.33% -6.25%
10th Percentile £27,500 £22,500 £22,500
90th Percentile £72,000 £65,000 £50,000
England median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - -

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 4,468 5,834 5,177
As % of all permanent IT jobs advertised in the North West 38.21% 44.44% 41.83%
Number of salaries quoted 3,743 4,853 4,506
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £66,250 £62,500 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 November 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 19 November 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 -48 167 £50,000 +25.00% 45
Cheshire -15 84 £60,000 +33.33% 13
Lancashire -26 21 £37,500 +7.14% 4
Merseyside +9 9 £35,000 -22.22% 7
Twitter Bootstrap
England

For the 6 months to 19 November 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.

1 227 (80.50%) JavaScript
2 223 (79.08%) MVC
3 213 (75.53%) .NET
4 209 (74.11%) C#
5 199 (70.57%) SQL Server
6 198 (70.21%) AngularJS
7 195 (69.15%) ASP.NET
8 187 (66.31%) CSS
9 186 (65.96%) HTML
9 186 (65.96%) Agile Software Development
10 170 (60.28%) ASP.NET MVC
11 131 (46.45%) Scrum
12 125 (44.33%) Web Application Development
13 119 (42.20%) SQL Server 2016
14 118 (41.84%) jQuery
15 111 (39.36%) HTML5
16 101 (35.82%) CSS3
16 101 (35.82%) Microsoft Azure
17 100 (35.46%) ASP.NET MVC 5
18 95 (33.69%) TDD
19 91 (32.27%) KnockoutJS
20 90 (31.91%) MongoDB
21 89 (31.56%) Continuous Integration
22 84 (29.79%) Dependency Injection
23 82 (29.08%) BDD
24 79 (28.01%) ASP.NET Web API
25 78 (27.66%) .NET Framework
26 75 (26.60%) Kanban
26 75 (26.60%) RESTful
27 65 (23.05%) Web 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 13 (4.61%) CMS
2 8 (2.84%) Elasticsearch
3 6 (2.13%) IIS
4 5 (1.77%) Sitefinity
5 4 (1.42%) SharePoint
5 4 (1.42%) WordPress
6 3 (1.06%) Confluence
6 3 (1.06%) NServiceBus
7 2 (0.71%) Drupal
7 2 (0.71%) Umbraco
Applications
1 2 (0.71%) Photoshop
2 1 (0.35%) InfoPath
Business Applications
1 2 (0.71%) Magento
1 2 (0.71%) Payment Gateway
2 1 (0.35%) Dynamics CRM
2 1 (0.35%) osCommerce
2 1 (0.35%) Shopify
2 1 (0.35%) WebTrends
Cloud Services
1 101 (35.82%) Microsoft Azure
2 33 (11.70%) Amazon AWS
3 31 (10.99%) GitHub
4 12 (4.26%) SaaS
5 8 (2.84%) DigitalOcean
5 8 (2.84%) Google Cloud Platform
6 1 (0.35%) Cloudflare
6 1 (0.35%) Dynamics 365
6 1 (0.35%) Force.com
6 1 (0.35%) npm
6 1 (0.35%) Office 365
Communications & Networking
1 26 (9.22%) Internet
2 5 (1.77%) Skype
2 5 (1.77%) VoIP
3 1 (0.35%) Hyperconnected
3 1 (0.35%) Intranet
3 1 (0.35%) PPP
3 1 (0.35%) SSH
3 1 (0.35%) X.509
Database & Business Intelligence
1 199 (70.57%) SQL Server
2 119 (42.20%) SQL Server 2016
3 90 (31.91%) MongoDB
4 61 (21.63%) RavenDB
5 45 (15.96%) MySQL
6 27 (9.57%) MariaDB
7 9 (3.19%) Couchbase
7 9 (3.19%) SQL Server 2014
8 5 (1.77%) NoSQL
8 5 (1.77%) Relational Database
8 5 (1.77%) SQL Server 2008
9 4 (1.42%) RDBMS
10 3 (1.06%) Big Data
10 3 (1.06%) Hadoop
11 2 (0.71%) MS Access
11 2 (0.71%) Redis
12 1 (0.35%) Azure SQL Database
12 1 (0.35%) Oracle Database
12 1 (0.35%) SQL Server 2012
Development Applications
1 55 (19.50%) Git (software)
2 18 (6.38%) PHPUnit
3 17 (6.03%) JIRA
3 17 (6.03%) TeamCity
4 15 (5.32%) Visual Studio
5 14 (4.96%) Team Foundation Server
6 13 (4.61%) Subversion
7 12 (4.26%) Selenium
8 11 (3.90%) SpecFlow
9 8 (2.84%) Jenkins
10 7 (2.48%) gulp
11 4 (1.42%) FxCop
12 3 (1.06%) Atlassian Bamboo
12 3 (1.06%) Grunt
12 3 (1.06%) webpack
13 2 (0.71%) Babel
13 2 (0.71%) Codeception
13 2 (0.71%) Mocha
13 2 (0.71%) StyleCop
14 1 (0.35%) Mercurial
General
1 57 (20.21%) Finance
2 30 (10.64%) Advertising
2 30 (10.64%) Games
3 16 (5.67%) Marketing
4 15 (5.32%) Retail
5 10 (3.55%) Manufacturing
6 8 (2.84%) Electronics
6 8 (2.84%) Telecoms
7 6 (2.13%) Legal
8 3 (1.06%) Banking
9 2 (0.71%) Automotive
9 2 (0.71%) Music Industry
9 2 (0.71%) Pharmaceutical
10 1 (0.35%) Publishing
Job Titles
1 263 (93.26%) Developer
2 169 (59.93%) .NET Developer
3 62 (21.99%) C# Developer
4 60 (21.28%) C# .NET Developer
5 41 (14.54%) PHP Developer
6 40 (14.18%) Web Developer
7 28 (9.93%) ASP.NET Developer
7 28 (9.93%) C# ASP.NET Developer
8 24 (8.51%) .NET Developer - Fintech
9 23 (8.16%) Senior Developer
10 21 (7.45%) Messaging Developer
11 20 (7.09%) Junior
11 20 (7.09%) Junior Developer
12 19 (6.74%) Software Developer
13 18 (6.38%) Backend Developer
14 17 (6.03%) Senior .NET Developer
15 16 (5.67%) .NET Software Developer
15 16 (5.67%) Front End Developer (Client-Side Developer)
16 14 (4.96%) Senior C# .NET Developer
16 14 (4.96%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 213 (75.53%) .NET
2 198 (70.21%) AngularJS
3 195 (69.15%) ASP.NET
4 187 (66.31%) CSS
5 186 (65.96%) HTML
6 170 (60.28%) ASP.NET MVC
7 118 (41.84%) jQuery
8 111 (39.36%) HTML5
9 101 (35.82%) CSS3
10 100 (35.46%) ASP.NET MVC 5
11 91 (32.27%) KnockoutJS
12 79 (28.01%) ASP.NET Web API
13 78 (27.66%) .NET Framework
14 75 (26.60%) RESTful
15 57 (20.21%) ASP.NET Core
16 49 (17.38%) Web Services
17 47 (16.67%) React
18 44 (15.60%) Ajax
19 36 (12.77%) REST
20 32 (11.35%) Entity Framework
Miscellaneous
1 40 (14.18%) User Experience
2 36 (12.77%) Fintech
3 26 (9.22%) Enterprise Software
4 24 (8.51%) Greenfield Project
5 18 (6.38%) Linux Command Line
6 14 (4.96%) Computer Science
7 8 (2.84%) Analytical Skills
7 8 (2.84%) Blog
8 6 (2.13%) Self-Motivation
9 5 (1.77%) Mobile App
10 3 (1.06%) N-Tier
11 2 (0.71%) Management Information System
11 2 (0.71%) NHS
11 2 (0.71%) Tandem
12 1 (0.35%) EPoS
12 1 (0.35%) PKI
Operating Systems
1 27 (9.57%) Linux
2 19 (6.74%) Unix
3 11 (3.90%) Windows
4 7 (2.48%) Android
5 2 (0.71%) Apple iOS
6 1 (0.35%) Windows 10
Processes & Methodologies
1 223 (79.08%) MVC
2 186 (65.96%) Agile Software Development
3 131 (46.45%) Scrum
4 125 (44.33%) Web Application Development
5 95 (33.69%) TDD
6 89 (31.56%) Continuous Integration
7 84 (29.79%) Dependency Injection
8 82 (29.08%) BDD
9 75 (26.60%) Kanban
10 65 (23.05%) Web Development
11 34 (12.06%) Asset Management
11 34 (12.06%) Test Automation
11 34 (12.06%) Wealth Management
12 29 (10.28%) OO
13 27 (9.57%) API Integration
14 22 (7.80%) Software Engineering
15 20 (7.09%) E-Commerce
15 20 (7.09%) Unit Testing
16 19 (6.74%) Collaborative Working
16 19 (6.74%) Process Improvement
Programming Languages
1 227 (80.50%) JavaScript
2 209 (74.11%) C#
3 64 (22.70%) SQL
4 51 (18.09%) PHP
5 22 (7.80%) T-SQL
6 11 (3.90%) Java
7 10 (3.55%) Ruby
8 8 (2.84%) TypeScript
9 7 (2.48%) F#
10 5 (1.77%) C++
10 5 (1.77%) Java 8
11 4 (1.42%) VB.NET
12 3 (1.06%) PHP 5
13 2 (0.71%) Python
13 2 (0.71%) Scala
13 2 (0.71%) VBA
14 1 (0.35%) Apex Code
14 1 (0.35%) ES6
Qualifications
1 10 (3.55%) Degree
2 1 (0.35%) Microsoft Certification
Quality Assurance & Compliance
1 11 (3.90%) GDPR
2 4 (1.42%) QA
System Software
1 22 (7.80%) Docker
2 5 (1.77%) Active Directory
Systems Management
1 10 (3.55%) Kubernetes
2 7 (2.48%) Kibana
3 1 (0.35%) Ansible
3 1 (0.35%) cPanel
3 1 (0.35%) Microsoft Intune
3 1 (0.35%) Systems Management Server (SMS)
Vendors
1 58 (20.57%) Microsoft
2 28 (9.93%) Facebook
3 18 (6.38%) New Relic
4 17 (6.03%) Google
5 8 (2.84%) SAP
6 5 (1.77%) Telerik
6 5 (1.77%) Xamarin
7 3 (1.06%) Cloudera
7 3 (1.06%) Oracle
7 3 (1.06%) Twitter
8 2 (0.71%) Zend
9 1 (0.35%) Atlassian
9 1 (0.35%) Nintex
9 1 (0.35%) Salesforce.com
9 1 (0.35%) ServiceNow
9 1 (0.35%) Software AG
9 1 (0.35%) webMethods