Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 96 73 151
Rank change year-on-year -23 +78 +93
Permanent jobs citing Twitter Bootstrap 413 501 223
As % of all permanent IT jobs advertised in the North West 3.36% 4.05% 2.01%
As % of the Libraries, Frameworks & Software Standards category 7.60% 9.28% 5.28%
Number of salaries quoted 379 443 194
North West median annual salary £38,000 £40,000 £37,500
Median salary % change year-on-year -5.00% +6.67% +7.14%
10th Percentile £23,750 £23,500 £22,500
90th Percentile £65,000 £57,450 £52,500
England median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 5,431 5,400 4,227
As % of all permanent IT jobs advertised in the North West 44.15% 43.67% 38.01%
Number of salaries quoted 4,552 4,628 3,662
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £27,500 £26,750 £25,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £47,500
% 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 25 May 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 25 May 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 -28 216 £35,000 -6.67% 35
Cheshire -9 143 £42,500 -5.56% 11
Lancashire -28 28 £35,000 +7.69% 12
Merseyside -12 22 £27,500 -31.25% 7
Cumbria - 2 £25,000 -
Twitter Bootstrap
England

For the 6 months to 25 May 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.

1 291 (70.46%) MVC
2 269 (65.13%) C#
2 269 (65.13%) .NET
3 268 (64.89%) AngularJS
4 264 (63.92%) HTML
5 262 (63.44%) Agile Software Development
6 259 (62.71%) SQL Server
7 242 (58.60%) CSS
8 228 (55.21%) ASP.NET
9 227 (54.96%) JavaScript
10 204 (49.39%) ASP.NET MVC
11 176 (42.62%) .NET Framework
12 173 (41.89%) jQuery
13 153 (37.05%) Web Application Development
14 148 (35.84%) TDD
15 129 (31.23%) MongoDB
15 129 (31.23%) ASP.NET MVC 5
16 125 (30.27%) Microsoft Azure
16 125 (30.27%) KnockoutJS
17 122 (29.54%) ASP.NET Web API
18 116 (28.09%) HTML5
19 115 (27.85%) RESTful
20 113 (27.36%) SQL Server 2016
21 108 (26.15%) Git (software)
22 102 (24.70%) SQL
23 100 (24.21%) PHP
24 98 (23.73%) CSS3
25 96 (23.24%) Web Development
26 93 (22.52%) Entity Framework
27 92 (22.28%) Web Services

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 51 (12.35%) Elasticsearch
2 17 (4.12%) CMS
3 10 (2.42%) Confluence
3 10 (2.42%) NServiceBus
4 8 (1.94%) Apache
5 5 (1.21%) Drupal
6 3 (0.73%) Apache Spark
6 3 (0.73%) IIS
6 3 (0.73%) WordPress
7 2 (0.48%) ColdFusion
7 2 (0.48%) JBoss
7 2 (0.48%) Sitecore CMS
7 2 (0.48%) Tomcat
7 2 (0.48%) Umbraco
8 1 (0.24%) SharePoint
8 1 (0.24%) Tornado
Applications
1 20 (4.84%) Photoshop
2 2 (0.48%) Adobe Creative Suite
2 2 (0.48%) Adobe Illustrator
2 2 (0.48%) MS Visio
3 1 (0.24%) Blender
Business Applications
1 5 (1.21%) Magento
2 1 (0.24%) Dynamics CRM
Cloud Services
1 125 (30.27%) Microsoft Azure
2 89 (21.55%) Amazon AWS
3 22 (5.33%) GitHub
4 21 (5.08%) DigitalOcean
5 12 (2.91%) npm
6 7 (1.69%) Adobe Creative Cloud
7 6 (1.45%) SaaS
8 2 (0.48%) Amazon EC2
8 2 (0.48%) Amazon S3
8 2 (0.48%) AWS Lambda
8 2 (0.48%) Azure Active Directory
8 2 (0.48%) CheetahMail
8 2 (0.48%) Firebase
8 2 (0.48%) Google Analytics
8 2 (0.48%) Google Tag Manager
8 2 (0.48%) Heroku
8 2 (0.48%) Pure360
8 2 (0.48%) Serverless
9 1 (0.24%) Dynamics 365
9 1 (0.24%) Google Play
Communications & Networking
1 6 (1.45%) Internet
2 1 (0.24%) HTTP
2 1 (0.24%) Intranet
Database & Business Intelligence
1 259 (62.71%) SQL Server
2 129 (31.23%) MongoDB
3 113 (27.36%) SQL Server 2016
4 78 (18.89%) MySQL
5 47 (11.38%) RavenDB
6 45 (10.90%) SQL Server 2014
7 28 (6.78%) NoSQL
8 11 (2.66%) SQL Server 2008
9 10 (2.42%) SQL Server Reporting Services
10 8 (1.94%) PostgreSQL
11 7 (1.69%) SQL Server Integration Services
12 6 (1.45%) Hadoop
12 6 (1.45%) Relational Database
13 5 (1.21%) Big Data
13 5 (1.21%) SQL Server 2012
14 4 (0.97%) Amazon DynamoDB
14 4 (0.97%) Data Warehouse
15 3 (0.73%) Azure SQL Database
15 3 (0.73%) SQL Server Analysis Services
16 2 (0.48%) Amazon Redshift
Development Applications
1 108 (26.15%) Git (software)
2 52 (12.59%) TeamCity
3 39 (9.44%) Team Foundation Server
4 30 (7.26%) PHPUnit
5 28 (6.78%) Visual Studio
6 25 (6.05%) JIRA
7 20 (4.84%) Selenium
8 14 (3.39%) gulp
9 12 (2.91%) Jenkins
10 11 (2.66%) Grunt
11 10 (2.42%) webpack
12 8 (1.94%) Bitbucket
12 8 (1.94%) FxCop
12 8 (1.94%) Jasmine
12 8 (1.94%) Subversion
13 7 (1.69%) Moq
13 7 (1.69%) NUnit
13 7 (1.69%) SpecFlow
13 7 (1.69%) StyleCop
14 5 (1.21%) Mocha
General
1 85 (20.58%) Finance
2 49 (11.86%) Games
3 22 (5.33%) Automotive
4 17 (4.12%) Retail
5 14 (3.39%) Advertising
6 13 (3.15%) Music Industry
7 12 (2.91%) Marketing
8 10 (2.42%) Legal
9 4 (0.97%) Banking
9 4 (0.97%) Pharmaceutical
10 3 (0.73%) Law
11 2 (0.48%) Back Office
11 2 (0.48%) Investment Banking
12 1 (0.24%) Publishing
12 1 (0.24%) Retail Banking
Job Titles
1 385 (93.22%) Developer
2 231 (55.93%) .NET Developer
3 58 (14.04%) C# Developer
3 58 (14.04%) PHP Developer
4 51 (12.35%) C# .NET Developer
5 42 (10.17%) Senior Developer
6 41 (9.93%) .NET Developer - Fintech
6 41 (9.93%) Junior
6 41 (9.93%) Junior Developer
7 40 (9.69%) Front End Developer (Client-Side Developer)
8 35 (8.47%) Graduate
8 35 (8.47%) Graduate Developer
9 34 (8.23%) Junior .NET Developer
9 34 (8.23%) Software Developer
10 33 (7.99%) Graduate .NET Developer
11 28 (6.78%) Web Developer
12 22 (5.33%) Senior .NET Developer
13 21 (5.08%) HTML Developer
13 21 (5.08%) MySQL Developer
13 21 (5.08%) PHP MySQL Developer
Libraries, Frameworks & Software Standards
1 269 (65.13%) .NET
2 268 (64.89%) AngularJS
3 264 (63.92%) HTML
4 242 (58.60%) CSS
5 228 (55.21%) ASP.NET
6 204 (49.39%) ASP.NET MVC
7 176 (42.62%) .NET Framework
8 173 (41.89%) jQuery
9 129 (31.23%) ASP.NET MVC 5
10 125 (30.27%) KnockoutJS
11 122 (29.54%) ASP.NET Web API
12 116 (28.09%) HTML5
13 115 (27.85%) RESTful
14 98 (23.73%) CSS3
15 93 (22.52%) Entity Framework
16 92 (22.28%) Web Services
17 81 (19.61%) WCF
18 72 (17.43%) Node.js
19 58 (14.04%) React
19 58 (14.04%) WPF
Miscellaneous
1 45 (10.90%) User Experience
2 44 (10.65%) Fintech
3 41 (9.93%) Computer Science
4 33 (7.99%) Mobile App
5 32 (7.75%) Self-Motivation
6 26 (6.30%) Linux Command Line
7 22 (5.33%) Greenfield Project
8 15 (3.63%) Tandem
9 6 (1.45%) Cyberattack
10 5 (1.21%) Enterprise Software
11 4 (0.97%) Analytical Skills
11 4 (0.97%) Digital Signage
11 4 (0.97%) Renewable Energy
12 3 (0.73%) Graphic Design
12 3 (0.73%) NHS
13 2 (0.48%) Data Structures
13 2 (0.48%) Management Information System
14 1 (0.24%) Digital Media
14 1 (0.24%) Social Media
14 1 (0.24%) Xbox
Operating Systems
1 44 (10.65%) Windows
2 42 (10.17%) Linux
3 26 (6.30%) Unix
4 8 (1.94%) Android
5 4 (0.97%) Apple iOS
6 3 (0.73%) Windows Server
7 2 (0.48%) Windows Server 2012
Processes & Methodologies
1 291 (70.46%) MVC
2 262 (63.44%) Agile Software Development
3 153 (37.05%) Web Application Development
4 148 (35.84%) TDD
5 96 (23.24%) Web Development
6 90 (21.79%) BDD
6 90 (21.79%) Dependency Injection
7 86 (20.82%) Scrum
8 77 (18.64%) OO
9 60 (14.53%) Kanban
10 48 (11.62%) Multithreading
11 43 (10.41%) Test Automation
11 43 (10.41%) Wealth Management
12 42 (10.17%) Asset Management
12 42 (10.17%) Software Engineering
13 39 (9.44%) Continuous Integration
13 39 (9.44%) Front End Development
13 39 (9.44%) Unit Testing
14 28 (6.78%) OOP
15 23 (5.57%) SEO
Programming Languages
1 269 (65.13%) C#
2 227 (54.96%) JavaScript
3 102 (24.70%) SQL
4 100 (24.21%) PHP
5 77 (18.64%) Ruby
6 48 (11.62%) F#
7 21 (5.08%) T-SQL
8 20 (4.84%) Java
9 11 (2.66%) TypeScript
10 10 (2.42%) PHP 5
11 6 (1.45%) VB.NET
12 5 (1.21%) Python
13 3 (0.73%) ES6
13 3 (0.73%) PHP 7
14 2 (0.48%) C
14 2 (0.48%) Java 8
14 2 (0.48%) PL/SQL
14 2 (0.48%) Scala
15 1 (0.24%) Perl
15 1 (0.24%) VB
Qualifications
1 20 (4.84%) Degree
2 2 (0.48%) Security Cleared
3 1 (0.24%) CIPFA
3 1 (0.24%) DV Cleared
3 1 (0.24%) PMI Certification
3 1 (0.24%) SC Cleared
Quality Assurance & Compliance
1 4 (0.97%) GDPR
2 3 (0.73%) QA
3 2 (0.48%) PCI DSS
System Software
1 19 (4.60%) Docker
2 2 (0.48%) Active Directory
3 1 (0.24%) Apache Flume
3 1 (0.24%) HDFS
Systems Management
1 48 (11.62%) Kibana
2 16 (3.87%) Business Desktop Deployment
2 16 (3.87%) WSUS
3 3 (0.73%) Opscode Chef
4 2 (0.48%) Kubernetes
4 2 (0.48%) Puppet
5 1 (0.24%) Single Sign-On
Vendors
1 70 (16.95%) Microsoft
2 46 (11.14%) Google
3 21 (5.08%) New Relic
4 18 (4.36%) Adobe
5 13 (3.15%) Xamarin
6 9 (2.18%) Zend
7 8 (1.94%) Capita
8 7 (1.69%) Oracle
9 6 (1.45%) Facebook
10 3 (0.73%) Twitter
11 2 (0.48%) Atlassian
11 2 (0.48%) CA Agile Central
11 2 (0.48%) ServiceNow
11 2 (0.48%) Sitecore
12 1 (0.24%) Apple
12 1 (0.24%) HP
12 1 (0.24%) IBM
12 1 (0.24%) Informatica
12 1 (0.24%) Remedy
12 1 (0.24%) Salesforce.com