Period
to 15 December 2019

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 15 December 2019 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
15 Dec 2019
Same period 2018 Same period 2017
Rank 148 143 82
Rank change year-on-year -5 -61 +31
Permanent jobs citing Twitter Bootstrap 183 262 493
As % of all permanent IT jobs advertised in the North West 1.94% 2.34% 3.76%
As % of the Libraries, Frameworks & Software Standards category 4.79% 6.07% 8.53%
Number of salaries quoted 144 219 434
North West median annual salary £44,000 £50,000 £40,000
Median salary % change year-on-year -12.00% +25.00% +6.67%
10th Percentile £32,500 £30,500 £22,500
90th Percentile £59,000 £95,000 £65,000
England median annual salary £47,500 £50,000 £42,500
% change year-on-year -5.00% +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 3,824 4,314 5,777
As % of all permanent IT jobs advertised in the North West 40.44% 38.46% 44.01%
Number of salaries quoted 3,090 3,596 4,820
North West median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £30,500 £28,750 £27,500
90th Percentile £67,500 £68,750 £62,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 15 December 2019.

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 15 December 2019. 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 -4 116 £45,000 -10.00% 35
Cheshire -7 36 £47,500 -20.83% 12
Lancashire +10 29 £44,000 +18.12% 12
Merseyside +4 2 £40,000 -8.57% 6
Twitter Bootstrap
England

For the 6 months to 15 December 2019, 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.

1 132 (72.13%) JavaScript
2 115 (62.84%) AngularJS
3 114 (62.30%) .NET
4 112 (61.20%) C#
5 108 (59.02%) HTML
6 102 (55.74%) Agile Software Development
6 102 (55.74%) jQuery
7 96 (52.46%) CSS
8 74 (40.44%) SQL Server
9 71 (38.80%) MVC
10 62 (33.88%) ASP.NET
11 60 (32.79%) Computer Science
12 56 (30.60%) HTML5
13 55 (30.05%) Degree
14 48 (26.23%) ASP.NET MVC
15 47 (25.68%) Git (software)
15 47 (25.68%) Web Development
16 45 (24.59%) React
17 44 (24.04%) .NET Framework
18 43 (23.50%) Scrum
18 43 (23.50%) Azure
19 39 (21.31%) Web Application Development
20 38 (20.77%) CSS3
20 38 (20.77%) Team Foundation Server
20 38 (20.77%) Visual Studio
21 33 (18.03%) MySQL
21 33 (18.03%) Front End Development
22 32 (17.49%) ASP.NET MVC 5
22 32 (17.49%) Web Services
23 30 (16.39%) Greenfield Project

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 11 (6.01%) CMS
2 7 (3.83%) Umbraco
3 5 (2.73%) Confluence
4 4 (2.19%) Apache Solr
4 4 (2.19%) Elasticsearch
4 4 (2.19%) IIS
4 4 (2.19%) WordPress
5 1 (0.55%) JBoss
5 1 (0.55%) Sitecore CMS
5 1 (0.55%) Sitefinity
5 1 (0.55%) Tomcat
Applications
1 1 (0.55%) Adobe Creative Suite
1 1 (0.55%) Adobe Illustrator
1 1 (0.55%) Adobe XD
1 1 (0.55%) Photoshop
1 1 (0.55%) Sketch
Business Applications
1 12 (6.56%) Magento
Cloud Services
1 43 (23.50%) Azure
2 21 (11.48%) SaaS
3 18 (9.84%) GitHub
4 13 (7.10%) AWS
5 5 (2.73%) GCP
6 4 (2.19%) Cloud Computing
6 4 (2.19%) npm
6 4 (2.19%) Slack
7 2 (1.09%) CloudFront
7 2 (1.09%) Serverless
8 1 (0.55%) Google Analytics
8 1 (0.55%) Google Play
8 1 (0.55%) Trello
Communications & Networking
1 5 (2.73%) HTTP
2 4 (2.19%) Skype
3 3 (1.64%) Internet
Database & Business Intelligence
1 74 (40.44%) SQL Server
2 33 (18.03%) MySQL
3 19 (10.38%) SQL Server 2008
4 17 (9.29%) Relational Database
4 17 (9.29%) SQL Server 2016
5 8 (4.37%) MongoDB
6 7 (3.83%) RavenDB
7 1 (0.55%) Big Data
7 1 (0.55%) NoSQL
7 1 (0.55%) Redis
Development Applications
1 47 (25.68%) Git (software)
2 38 (20.77%) Team Foundation Server
2 38 (20.77%) Visual Studio
3 8 (4.37%) TeamCity
4 7 (3.83%) JIRA
5 5 (2.73%) Artifactory
5 5 (2.73%) Octopus Deploy
6 4 (2.19%) Grunt
6 4 (2.19%) Mercurial
7 3 (1.64%) gulp
7 3 (1.64%) PHPUnit
7 3 (1.64%) Subversion
8 2 (1.09%) Atlassian Bamboo
8 2 (1.09%) GitLab
8 2 (1.09%) Jenkins
8 2 (1.09%) webpack
9 1 (0.55%) Mocha
9 1 (0.55%) Moq
9 1 (0.55%) Selenium
9 1 (0.55%) Vagrant
General
1 24 (13.11%) Manufacturing
2 18 (9.84%) Finance
3 16 (8.74%) Retail
4 12 (6.56%) Banking
4 12 (6.56%) Marketing
5 7 (3.83%) Advertising
6 5 (2.73%) Aerospace
7 4 (2.19%) Games
8 2 (1.09%) Telecoms
9 1 (0.55%) Electronics
9 1 (0.55%) Housing Association
9 1 (0.55%) Local Government
9 1 (0.55%) Music Industry
9 1 (0.55%) Public Sector
Job Titles
1 163 (89.07%) Developer
2 49 (26.78%) .NET Developer
3 46 (25.14%) Senior Developer
4 36 (19.67%) C# Developer
5 32 (17.49%) Front End Developer (Client-Side Developer)
6 31 (16.94%) Software Developer
7 24 (13.11%) Senior Software Developer
8 23 (12.57%) C# .NET Developer
9 19 (10.38%) Web Developer
10 15 (8.20%) PHP Developer
11 10 (5.46%) Angular Developer
11 10 (5.46%) Senior C# Developer
11 10 (5.46%) Senior Front-End Developer
12 8 (4.37%) ASP.NET MVC Developer
13 7 (3.83%) .NET Web Developer
13 7 (3.83%) Full Stack Developer
14 6 (3.28%) .NET Software Developer
14 6 (3.28%) ASP.NET Developer
14 6 (3.28%) C# ASP.NET Developer
14 6 (3.28%) Lead Developer
Libraries, Frameworks & Software Standards
1 115 (62.84%) AngularJS
2 114 (62.30%) .NET
3 108 (59.02%) HTML
4 102 (55.74%) jQuery
5 96 (52.46%) CSS
6 62 (33.88%) ASP.NET
7 56 (30.60%) HTML5
8 48 (26.23%) ASP.NET MVC
9 45 (24.59%) React
10 44 (24.04%) .NET Framework
11 38 (20.77%) CSS3
12 32 (17.49%) ASP.NET MVC 5
12 32 (17.49%) Web Services
13 28 (15.30%) XML
14 26 (14.21%) Entity Framework
14 26 (14.21%) Sass
15 24 (13.11%) WCF
16 23 (12.57%) Ajax
17 20 (10.93%) Node.js
17 20 (10.93%) WinForms
Miscellaneous
1 30 (16.39%) Greenfield Project
2 27 (14.75%) Self-Motivation
3 14 (7.65%) User Experience
4 7 (3.83%) Enterprise Software
5 6 (3.28%) Analytical Skills
6 5 (2.73%) Blog
7 4 (2.19%) EPoS
7 4 (2.19%) NHS
7 4 (2.19%) N-Tier
7 4 (2.19%) Social Network
8 2 (1.09%) Data Structures
8 2 (1.09%) EMV
9 1 (0.55%) APACS
9 1 (0.55%) Cloud Native
9 1 (0.55%) Life Science
9 1 (0.55%) Mobile App
9 1 (0.55%) Semantic Web
Operating Systems
1 19 (10.38%) Linux
2 13 (7.10%) Windows
3 12 (6.56%) AIX
4 4 (2.19%) Android
4 4 (2.19%) Apple iOS
Processes & Methodologies
1 102 (55.74%) Agile Software Development
2 71 (38.80%) MVC
3 60 (32.79%) Computer Science
4 47 (25.68%) Web Development
5 43 (23.50%) Scrum
6 39 (21.31%) Web Application Development
7 33 (18.03%) Front End Development
8 22 (12.02%) TDD
9 20 (10.93%) Architectural Design
10 19 (10.38%) OOP
11 17 (9.29%) BDD
11 17 (9.29%) DevOps
12 16 (8.74%) Data Security
12 16 (8.74%) Migration
13 15 (8.20%) SDLC
13 15 (8.20%) Software Engineering
14 14 (7.65%) SOLID
15 12 (6.56%) Continuous Integration
15 12 (6.56%) Performance Management
15 12 (6.56%) Problem-Solving
Programming Languages
1 132 (72.13%) JavaScript
2 112 (61.20%) C#
3 27 (14.75%) PHP
4 23 (12.57%) Java
5 20 (10.93%) Apex Code
6 19 (10.38%) SQL
7 18 (9.84%) VB.NET
8 16 (8.74%) VB
8 16 (8.74%) VB6
9 15 (8.20%) TypeScript
10 13 (7.10%) Perl
10 13 (7.10%) Python
11 8 (4.37%) ES6
12 7 (3.83%) C
13 6 (3.28%) T-SQL
14 5 (2.73%) Ruby
15 4 (2.19%) XAML
16 2 (1.09%) ES7
17 1 (0.55%) ES8
17 1 (0.55%) XPath
Qualifications
1 55 (30.05%) Degree
2 10 (5.46%) Computer Science Degree
Quality Assurance & Compliance
1 15 (8.20%) GDPR
1 15 (8.20%) ISO/IEC 27001
2 5 (2.73%) QA
3 2 (1.09%) PCI DSS
3 2 (1.09%) PMO
4 1 (0.55%) SLA
System Software
1 12 (6.56%) Docker
Systems Management
1 11 (6.01%) Ganglia
1 11 (6.01%) Opscode Chef
2 5 (2.73%) Kubernetes
2 5 (2.73%) Single Sign-On
3 3 (1.64%) Ansible
4 1 (0.55%) Rancher
Vendors
1 28 (15.30%) Microsoft
2 20 (10.93%) Sage
2 20 (10.93%) Salesforce.com
3 16 (8.74%) Xamarin
4 9 (4.92%) Zend
5 6 (3.28%) Atlassian
6 5 (2.73%) ServiceNow
6 5 (2.73%) Twitter
7 2 (1.09%) Facebook
7 2 (1.09%) Google
7 2 (1.09%) IBM
7 2 (1.09%) New Relic
7 2 (1.09%) Oracle
7 2 (1.09%) Telerik
7 2 (1.09%) YouTube
8 1 (0.55%) Adobe
8 1 (0.55%) SAP
8 1 (0.55%) Sitecore
8 1 (0.55%) Sun