Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
England > North West
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 129 77 118
Rank change year-on-year -52 +41 +92
Permanent jobs citing Twitter Bootstrap 299 521 299
As % of all permanent IT jobs advertised in the North West 2.52% 4.02% 2.52%
As % of the Libraries, Frameworks & Software Standards category 6.49% 9.16% 6.13%
Number of salaries quoted 262 460 265
North West median annual salary £42,500 £40,000 £35,000
Median salary % change year-on-year +6.25% +14.29% -12.50%
10th Percentile £26,250 £25,000 £22,500
90th Percentile £65,000 £65,000 £48,750
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 4,605 5,690 4,880
As % of all permanent IT jobs advertised in the North West 38.75% 43.91% 41.16%
Number of salaries quoted 3,883 4,719 4,206
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,500 £25,500
90th Percentile £65,000 £62,500 £57,500
England median annual salary £52,138 £50,000 £47,500
% change year-on-year +4.28% +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 24 September 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 24 September 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 -45 164 £45,000 +12.50% 34
Cheshire -6 100 £47,500 +5.56% 13
Lancashire -32 24 £37,500 +7.14% 5
Merseyside +6 10 £35,000 -22.22% 10
Twitter Bootstrap
England

For the 6 months to 24 September 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.

1 230 (76.92%) MVC
2 214 (71.57%) .NET
3 212 (70.90%) JavaScript
4 207 (69.23%) C#
5 206 (68.90%) Agile Software Development
6 204 (68.23%) SQL Server
7 203 (67.89%) HTML
8 200 (66.89%) CSS
8 200 (66.89%) AngularJS
9 186 (62.21%) ASP.NET
10 171 (57.19%) ASP.NET MVC
11 123 (41.14%) Web Application Development
12 121 (40.47%) jQuery
12 121 (40.47%) Scrum
13 115 (38.46%) SQL Server 2016
14 108 (36.12%) Microsoft Azure
15 104 (34.78%) MongoDB
16 102 (34.11%) HTML5
17 101 (33.78%) .NET Framework
17 101 (33.78%) TDD
18 95 (31.77%) ASP.NET MVC 5
19 92 (30.77%) CSS3
20 82 (27.42%) KnockoutJS
20 82 (27.42%) ASP.NET Web API
21 81 (27.09%) SQL
22 80 (26.76%) Dependency Injection
23 79 (26.42%) BDD
24 73 (24.41%) Continuous Integration
25 68 (22.74%) Kanban
26 67 (22.41%) RESTful

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 19 (6.35%) Elasticsearch
2 11 (3.68%) CMS
3 7 (2.34%) IIS
4 6 (2.01%) WordPress
5 5 (1.67%) Drupal
5 5 (1.67%) Sitefinity
6 4 (1.34%) NServiceBus
7 3 (1.00%) SharePoint
8 2 (0.67%) Apache
8 2 (0.67%) Umbraco
9 1 (0.33%) Confluence
Applications
1 4 (1.34%) Photoshop
2 2 (0.67%) Adobe Illustrator
3 1 (0.33%) Blender
3 1 (0.33%) InfoPath
Business Applications
1 4 (1.34%) Magento
Cloud Services
1 108 (36.12%) Microsoft Azure
2 53 (17.73%) Amazon AWS
3 31 (10.37%) GitHub
4 11 (3.68%) SaaS
5 8 (2.68%) DigitalOcean
5 8 (2.68%) Google Cloud Platform
6 1 (0.33%) Adobe Creative Cloud
6 1 (0.33%) Amazon EC2
6 1 (0.33%) Amazon S3
6 1 (0.33%) Amazon SQS
6 1 (0.33%) AWS Lambda
6 1 (0.33%) Force.com
6 1 (0.33%) npm
6 1 (0.33%) Office 365
6 1 (0.33%) Serverless
Communications & Networking
1 18 (6.02%) Internet
2 5 (1.67%) Skype
3 1 (0.33%) HTTP
3 1 (0.33%) Hyperconnected
3 1 (0.33%) Intranet
3 1 (0.33%) PPP
3 1 (0.33%) SSH
3 1 (0.33%) VoIP
3 1 (0.33%) X.509
Database & Business Intelligence
1 204 (68.23%) SQL Server
2 115 (38.46%) SQL Server 2016
3 104 (34.78%) MongoDB
4 59 (19.73%) RavenDB
5 58 (19.40%) MySQL
6 26 (8.70%) MariaDB
7 10 (3.34%) SQL Server 2014
8 9 (3.01%) Couchbase
9 6 (2.01%) Relational Database
10 5 (1.67%) Hadoop
10 5 (1.67%) NoSQL
11 3 (1.00%) Amazon DynamoDB
11 3 (1.00%) Azure SQL Database
11 3 (1.00%) Big Data
11 3 (1.00%) SQL Server Reporting Services
12 2 (0.67%) Amazon Redshift
12 2 (0.67%) MS Access
12 2 (0.67%) PostgreSQL
12 2 (0.67%) RDBMS
12 2 (0.67%) SQL Server 2008
Development Applications
1 63 (21.07%) Git (software)
2 28 (9.36%) TeamCity
3 19 (6.35%) PHPUnit
4 18 (6.02%) JIRA
4 18 (6.02%) Selenium
5 15 (5.02%) Team Foundation Server
6 14 (4.68%) Visual Studio
7 12 (4.01%) SpecFlow
8 11 (3.68%) Jenkins
9 10 (3.34%) gulp
10 9 (3.01%) Subversion
11 6 (2.01%) webpack
12 5 (1.67%) FxCop
13 4 (1.34%) Jasmine
13 4 (1.34%) Mocha
14 3 (1.00%) Bitbucket
14 3 (1.00%) Grunt
14 3 (1.00%) Moq
14 3 (1.00%) NUnit
14 3 (1.00%) StyleCop
General
1 67 (22.41%) Finance
2 30 (10.03%) Games
3 29 (9.70%) Advertising
4 23 (7.69%) Retail
5 16 (5.35%) Marketing
6 9 (3.01%) Legal
6 9 (3.01%) Manufacturing
7 8 (2.68%) Electronics
7 8 (2.68%) Telecoms
8 6 (2.01%) Automotive
9 4 (1.34%) Banking
10 3 (1.00%) Music Industry
10 3 (1.00%) Pharmaceutical
11 1 (0.33%) Publishing
Job Titles
1 282 (94.31%) Developer
2 177 (59.20%) .NET Developer
3 58 (19.40%) C# Developer
4 55 (18.39%) C# .NET Developer
5 53 (17.73%) PHP Developer
6 35 (11.71%) Senior Developer
7 30 (10.03%) Junior
7 30 (10.03%) Junior Developer
8 29 (9.70%) Software Developer
9 27 (9.03%) Senior .NET Developer
10 26 (8.70%) .NET Developer - Fintech
10 26 (8.70%) Web Developer
11 25 (8.36%) .NET Software Developer
11 25 (8.36%) ASP.NET Developer
11 25 (8.36%) C# ASP.NET Developer
12 21 (7.02%) Senior C# .NET Developer
12 21 (7.02%) Senior C# Developer
13 18 (6.02%) Backend Developer
13 18 (6.02%) Senior Software Developer
14 17 (5.69%) Senior .NET Software Developer
Libraries, Frameworks & Software Standards
1 214 (71.57%) .NET
2 203 (67.89%) HTML
3 200 (66.89%) AngularJS
3 200 (66.89%) CSS
4 186 (62.21%) ASP.NET
5 171 (57.19%) ASP.NET MVC
6 121 (40.47%) jQuery
7 102 (34.11%) HTML5
8 101 (33.78%) .NET Framework
9 95 (31.77%) ASP.NET MVC 5
10 92 (30.77%) CSS3
11 82 (27.42%) ASP.NET Web API
11 82 (27.42%) KnockoutJS
12 67 (22.41%) RESTful
13 53 (17.73%) Web Services
14 45 (15.05%) Entity Framework
14 45 (15.05%) React
15 40 (13.38%) REST
16 38 (12.71%) ASP.NET Core
16 38 (12.71%) Laravel
Miscellaneous
1 37 (12.37%) Fintech
2 28 (9.36%) User Experience
3 23 (7.69%) Greenfield Project
4 20 (6.69%) Computer Science
4 20 (6.69%) Enterprise Software
4 20 (6.69%) Linux Command Line
5 13 (4.35%) Mobile App
6 9 (3.01%) Self-Motivation
7 8 (2.68%) Analytical Skills
7 8 (2.68%) Blog
8 4 (1.34%) Renewable Energy
9 3 (1.00%) N-Tier
9 3 (1.00%) Tandem
10 2 (0.67%) Management Information System
10 2 (0.67%) NHS
11 1 (0.33%) PKI
11 1 (0.33%) RIA
Operating Systems
1 33 (11.04%) Linux
2 21 (7.02%) Windows
3 20 (6.69%) Unix
4 9 (3.01%) Android
5 2 (0.67%) Apple iOS
5 2 (0.67%) Windows Server
6 1 (0.33%) Windows 10
Processes & Methodologies
1 230 (76.92%) MVC
2 206 (68.90%) Agile Software Development
3 123 (41.14%) Web Application Development
4 121 (40.47%) Scrum
5 101 (33.78%) TDD
6 80 (26.76%) Dependency Injection
7 79 (26.42%) BDD
8 73 (24.41%) Continuous Integration
9 68 (22.74%) Kanban
10 67 (22.41%) Web Development
11 42 (14.05%) Test Automation
12 35 (11.71%) OO
13 34 (11.37%) Asset Management
13 34 (11.37%) Wealth Management
14 31 (10.37%) Unit Testing
15 28 (9.36%) Software Engineering
16 27 (9.03%) API Integration
17 24 (8.03%) OOP
18 19 (6.35%) Collaborative Working
19 18 (6.02%) Task Automation
Programming Languages
1 212 (70.90%) JavaScript
2 207 (69.23%) C#
3 81 (27.09%) SQL
4 66 (22.07%) PHP
5 25 (8.36%) T-SQL
6 22 (7.36%) Ruby
7 18 (6.02%) F#
8 15 (5.02%) Java
9 6 (2.01%) TypeScript
9 6 (2.01%) VB.NET
10 5 (1.67%) PHP 5
11 3 (1.00%) ES6
11 3 (1.00%) Java 8
12 2 (0.67%) C++
12 2 (0.67%) Python
12 2 (0.67%) VBA
13 1 (0.33%) Apex Code
13 1 (0.33%) Bash Shell
Qualifications
1 8 (2.68%) Degree
2 1 (0.33%) Microsoft Certification
2 1 (0.33%) SC Cleared
2 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 11 (3.68%) GDPR
2 2 (0.67%) PCI DSS
2 2 (0.67%) QA
System Software
1 22 (7.36%) Docker
2 5 (1.67%) Active Directory
Systems Management
1 18 (6.02%) Kibana
2 9 (3.01%) Kubernetes
3 2 (0.67%) Business Desktop Deployment
3 2 (0.67%) WSUS
4 1 (0.33%) cPanel
4 1 (0.33%) Microsoft Intune
4 1 (0.33%) Systems Management Server (SMS)
Vendors
1 49 (16.39%) Microsoft
2 27 (9.03%) Google
3 22 (7.36%) Facebook
4 18 (6.02%) New Relic
5 10 (3.34%) Xamarin
6 8 (2.68%) SAP
7 5 (1.67%) Oracle
7 5 (1.67%) Zend
8 3 (1.00%) Cloudera
8 3 (1.00%) Twitter
9 1 (0.33%) Adobe
9 1 (0.33%) Atlassian
9 1 (0.33%) Nintex
9 1 (0.33%) Salesforce.com
9 1 (0.33%) ServiceNow
9 1 (0.33%) Software AG
9 1 (0.33%) Telerik
9 1 (0.33%) webMethods