Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 104 76 133
Rank change year-on-year -28 +57 +85
Permanent jobs citing Twitter Bootstrap 386 524 249
As % of all permanent IT jobs advertised in the North West 3.07% 3.98% 2.16%
As % of the Libraries, Frameworks & Software Standards category 7.32% 8.96% 5.59%
Number of salaries quoted 352 463 220
North West median annual salary £38,500 £40,000 £35,000
Median salary % change year-on-year -3.75% +14.29% -12.50%
10th Percentile £23,750 £22,900 £22,500
90th Percentile £65,000 £61,500 £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 5,274 5,850 4,457
As % of all permanent IT jobs advertised in the North West 41.95% 44.43% 38.59%
Number of salaries quoted 4,449 4,940 3,829
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,225 £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 16 July 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 16 July 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 -32 190 £37,500 - 34
Cheshire +5 139 £45,000 - 9
Lancashire -24 34 £37,500 +15.38% 11
Merseyside -6 20 £27,500 -38.89% 10
Cumbria -4 2 £25,000 -
Twitter Bootstrap
England

For the 6 months to 16 July 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.

1 287 (74.35%) MVC
2 262 (67.88%) .NET
3 259 (67.10%) C#
4 251 (65.03%) HTML
4 251 (65.03%) Agile Software Development
5 247 (63.99%) AngularJS
6 246 (63.73%) SQL Server
7 234 (60.62%) CSS
8 226 (58.55%) JavaScript
9 218 (56.48%) ASP.NET
10 200 (51.81%) ASP.NET MVC
11 161 (41.71%) .NET Framework
12 160 (41.45%) jQuery
13 146 (37.82%) Web Application Development
14 135 (34.97%) TDD
15 126 (32.64%) SQL Server 2016
16 122 (31.61%) Microsoft Azure
17 120 (31.09%) MongoDB
18 119 (30.83%) ASP.NET MVC 5
19 115 (29.79%) KnockoutJS
20 114 (29.53%) ASP.NET Web API
21 109 (28.24%) HTML5
21 109 (28.24%) SQL
22 105 (27.20%) Scrum
23 104 (26.94%) Git (software)
24 103 (26.68%) RESTful
25 93 (24.09%) PHP
25 93 (24.09%) BDD
26 92 (23.83%) CSS3
27 91 (23.58%) Dependency Injection

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 36 (9.33%) Elasticsearch
2 22 (5.70%) CMS
3 7 (1.81%) Apache
3 7 (1.81%) Confluence
3 7 (1.81%) NServiceBus
4 5 (1.30%) Drupal
5 4 (1.04%) IIS
5 4 (1.04%) WordPress
6 2 (0.52%) Apache Spark
6 2 (0.52%) ColdFusion
6 2 (0.52%) JBoss
6 2 (0.52%) Sitecore CMS
6 2 (0.52%) Sitefinity
6 2 (0.52%) Tomcat
6 2 (0.52%) Umbraco
7 1 (0.26%) Tornado
Applications
1 13 (3.37%) Photoshop
2 2 (0.52%) Adobe Creative Suite
2 2 (0.52%) Adobe Illustrator
2 2 (0.52%) MS Visio
3 1 (0.26%) Blender
Business Applications
1 3 (0.78%) Magento
2 1 (0.26%) Dynamics CRM
Cloud Services
1 122 (31.61%) Microsoft Azure
2 79 (20.47%) Amazon AWS
3 29 (7.51%) GitHub
4 23 (5.96%) DigitalOcean
5 11 (2.85%) npm
6 8 (2.07%) SaaS
7 6 (1.55%) Google Cloud Platform
8 3 (0.78%) Adobe Creative Cloud
9 2 (0.52%) Amazon EC2
9 2 (0.52%) Amazon S3
9 2 (0.52%) AWS Lambda
9 2 (0.52%) CheetahMail
9 2 (0.52%) Firebase
9 2 (0.52%) Google Analytics
9 2 (0.52%) Google Tag Manager
9 2 (0.52%) Heroku
9 2 (0.52%) Pure360
9 2 (0.52%) Serverless
10 1 (0.26%) Amazon SQS
10 1 (0.26%) Dynamics 365
Communications & Networking
1 9 (2.33%) Internet
2 4 (1.04%) Skype
3 1 (0.26%) HTTP
3 1 (0.26%) Intranet
Database & Business Intelligence
1 246 (63.73%) SQL Server
2 126 (32.64%) SQL Server 2016
3 120 (31.09%) MongoDB
4 68 (17.62%) MySQL
5 54 (13.99%) RavenDB
6 26 (6.74%) SQL Server 2014
7 19 (4.92%) NoSQL
8 9 (2.33%) MariaDB
8 9 (2.33%) SQL Server Reporting Services
9 7 (1.81%) Couchbase
9 7 (1.81%) SQL Server 2008
9 7 (1.81%) SQL Server Integration Services
10 6 (1.55%) Big Data
10 6 (1.55%) Hadoop
11 5 (1.30%) Relational Database
12 4 (1.04%) Amazon DynamoDB
12 4 (1.04%) Data Warehouse
12 4 (1.04%) PostgreSQL
13 3 (0.78%) SQL Server 2012
13 3 (0.78%) SQL Server Analysis Services
Development Applications
1 104 (26.94%) Git (software)
2 43 (11.14%) TeamCity
3 33 (8.55%) PHPUnit
4 30 (7.77%) JIRA
5 29 (7.51%) Team Foundation Server
6 27 (6.99%) Selenium
7 24 (6.22%) Visual Studio
8 13 (3.37%) SpecFlow
9 12 (3.11%) Jenkins
10 11 (2.85%) gulp
11 10 (2.59%) Subversion
12 9 (2.33%) FxCop
12 9 (2.33%) Grunt
13 8 (2.07%) Bitbucket
14 7 (1.81%) NUnit
14 7 (1.81%) StyleCop
14 7 (1.81%) webpack
15 6 (1.55%) Moq
16 5 (1.30%) Jasmine
16 5 (1.30%) Mocha
General
1 84 (21.76%) Finance
2 40 (10.36%) Games
3 23 (5.96%) Advertising
3 23 (5.96%) Retail
4 17 (4.40%) Automotive
4 17 (4.40%) Marketing
5 12 (3.11%) Legal
6 10 (2.59%) Music Industry
7 6 (1.55%) Electronics
7 6 (1.55%) Manufacturing
7 6 (1.55%) Telecoms
8 3 (0.78%) Banking
8 3 (0.78%) Pharmaceutical
9 2 (0.52%) Back Office
10 1 (0.26%) Publishing
Job Titles
1 361 (93.52%) Developer
2 224 (58.03%) .NET Developer
3 66 (17.10%) PHP Developer
4 63 (16.32%) C# Developer
5 57 (14.77%) C# .NET Developer
6 44 (11.40%) Senior Developer
7 36 (9.33%) Software Developer
8 35 (9.07%) .NET Developer - Fintech
9 32 (8.29%) Junior
9 32 (8.29%) Junior Developer
10 29 (7.51%) Senior .NET Developer
11 28 (7.25%) Junior .NET Developer
12 27 (6.99%) Graduate
12 27 (6.99%) Graduate Developer
13 26 (6.74%) Front End Developer (Client-Side Developer)
13 26 (6.74%) Graduate .NET Developer
14 25 (6.48%) .NET Software Developer
15 24 (6.22%) Senior C# .NET Developer
15 24 (6.22%) Senior C# Developer
16 23 (5.96%) MySQL Developer
Libraries, Frameworks & Software Standards
1 262 (67.88%) .NET
2 251 (65.03%) HTML
3 247 (63.99%) AngularJS
4 234 (60.62%) CSS
5 218 (56.48%) ASP.NET
6 200 (51.81%) ASP.NET MVC
7 161 (41.71%) .NET Framework
8 160 (41.45%) jQuery
9 119 (30.83%) ASP.NET MVC 5
10 115 (29.79%) KnockoutJS
11 114 (29.53%) ASP.NET Web API
12 109 (28.24%) HTML5
13 103 (26.68%) RESTful
14 92 (23.83%) CSS3
15 82 (21.24%) Web Services
16 81 (20.98%) Entity Framework
17 63 (16.32%) WCF
18 55 (14.25%) Laravel
19 50 (12.95%) Node.js
19 50 (12.95%) React
Miscellaneous
1 41 (10.62%) Fintech
2 40 (10.36%) User Experience
3 30 (7.77%) Computer Science
4 28 (7.25%) Linux Command Line
4 28 (7.25%) Mobile App
5 27 (6.99%) Greenfield Project
6 21 (5.44%) Self-Motivation
7 12 (3.11%) Enterprise Software
8 10 (2.59%) Tandem
9 9 (2.33%) Analytical Skills
10 6 (1.55%) Blog
11 4 (1.04%) Renewable Energy
12 3 (0.78%) Graphic Design
13 2 (0.52%) Data Structures
13 2 (0.52%) N-Tier
14 1 (0.26%) Augmented Reality
14 1 (0.26%) Cyberattack
14 1 (0.26%) Digital Media
14 1 (0.26%) Social Media
14 1 (0.26%) Xbox
Operating Systems
1 47 (12.18%) Linux
2 44 (11.40%) Windows
3 28 (7.25%) Unix
4 12 (3.11%) Android
5 5 (1.30%) Apple iOS
6 2 (0.52%) Windows Server
6 2 (0.52%) Windows Server 2012
Processes & Methodologies
1 287 (74.35%) MVC
2 251 (65.03%) Agile Software Development
3 146 (37.82%) Web Application Development
4 135 (34.97%) TDD
5 105 (27.20%) Scrum
6 93 (24.09%) BDD
7 91 (23.58%) Dependency Injection
8 78 (20.21%) Web Development
9 63 (16.32%) Continuous Integration
9 63 (16.32%) OO
10 62 (16.06%) Kanban
11 53 (13.73%) Test Automation
12 48 (12.44%) Unit Testing
13 40 (10.36%) Software Engineering
14 39 (10.10%) Asset Management
15 38 (9.84%) Wealth Management
16 34 (8.81%) OOP
17 33 (8.55%) Multithreading
18 26 (6.74%) Front End Development
19 24 (6.22%) Collaborative Working
Programming Languages
1 259 (67.10%) C#
2 226 (58.55%) JavaScript
3 109 (28.24%) SQL
4 93 (24.09%) PHP
5 54 (13.99%) Ruby
6 33 (8.55%) F#
7 26 (6.74%) T-SQL
8 20 (5.18%) Java
9 12 (3.11%) PHP 5
10 7 (1.81%) TypeScript
11 4 (1.04%) Python
11 4 (1.04%) VB.NET
12 3 (0.78%) ES6
13 2 (0.52%) C
13 2 (0.52%) Java 8
13 2 (0.52%) PHP 7
14 1 (0.26%) Groovy
14 1 (0.26%) PL/SQL
14 1 (0.26%) Scala
14 1 (0.26%) VB
Qualifications
1 12 (3.11%) Degree
2 2 (0.52%) Security Cleared
3 1 (0.26%) CIPFA
3 1 (0.26%) DV Cleared
3 1 (0.26%) PMI Certification
3 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 9 (2.33%) GDPR
2 3 (0.78%) QA
3 2 (0.52%) PCI DSS
System Software
1 21 (5.44%) Docker
2 4 (1.04%) Active Directory
3 1 (0.26%) Apache Flume
3 1 (0.26%) HDFS
Systems Management
1 33 (8.55%) Kibana
2 8 (2.07%) Business Desktop Deployment
2 8 (2.07%) WSUS
3 7 (1.81%) Kubernetes
4 3 (0.78%) Opscode Chef
5 2 (0.52%) Puppet
6 1 (0.26%) Single Sign-On
6 1 (0.26%) Systems Management Server (SMS)
Vendors
1 62 (16.06%) Microsoft
2 40 (10.36%) Google
3 24 (6.22%) New Relic
4 15 (3.89%) Facebook
4 15 (3.89%) Xamarin
5 11 (2.85%) Adobe
5 11 (2.85%) Capita
6 7 (1.81%) Zend
7 6 (1.55%) SAP
8 5 (1.30%) Oracle
8 5 (1.30%) Twitter
9 3 (0.78%) Cloudera
10 2 (0.52%) Atlassian
10 2 (0.52%) CA Agile Central
10 2 (0.52%) Sitecore
11 1 (0.26%) Apple
11 1 (0.26%) IBM
11 1 (0.26%) Informatica
11 1 (0.26%) NVIDIA
11 1 (0.26%) Talend