Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 23 May 2022 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK > Work from Home
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 334 252 144
Rank change year-on-year -82 -108 -17
Permanent jobs citing Twitter Bootstrap 709 389 192
As % of all permanent jobs with a WFH option 0.99% 1.23% 2.08%
As % of the Libraries, Frameworks & Software Standards category 2.17% 2.58% 4.00%
Number of salaries quoted 436 345 173
10th Percentile £32,500 £32,500 £31,500
25th Percentile £40,000 £38,750 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -
75th Percentile £75,000 £62,500 £58,750
90th Percentile £93,750 £77,500 £75,000
UK median annual salary £55,000 £55,000 £47,500
% change year-on-year - +15.79% -

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 with a WFH option and a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Work from Home
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 32,610 15,065 4,802
As % of all permanent jobs with a WFH option 45.66% 47.75% 51.94%
Number of salaries quoted 17,080 12,484 4,225
10th Percentile £38,750 £33,750 £35,000
25th Percentile £46,250 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - -
75th Percentile £81,250 £72,500 £72,500
90th Percentile £95,000 £87,500 £85,000
UK median annual salary £63,500 £55,000 £55,000
% change year-on-year +15.45% - +4.76%

Twitter Bootstrap
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Twitter Bootstrap as a proportion of all IT jobs advertised.

Twitter Bootstrap trend for jobs with a WFH option

Twitter Bootstrap
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Twitter Bootstrap.

Twitter Bootstrap salary trend for jobs with a WFH option

Twitter Bootstrap
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Twitter Bootstrap over the 6 months to 23 May 2022.

Twitter Bootstrap salary histogram for jobs with a WFH option

For the 6 months to 23 May 2022, Twitter Bootstrap job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Twitter Bootstrap.

1 573 (80.82%) JavaScript
2 550 (77.57%) HTML
3 503 (70.94%) CSS
4 460 (64.88%) Agile
5 344 (48.52%) jQuery
6 330 (46.54%) AngularJS
7 315 (44.43%) .NET
8 310 (43.72%) HTML5
9 300 (42.31%) C#
10 281 (39.63%) Git (software)
11 266 (37.52%) Azure
12 259 (36.53%) DevOps
13 258 (36.39%) Scrum
14 247 (34.84%) React
15 245 (34.56%) SQL
16 238 (33.57%) MySQL
17 237 (33.43%) Software Engineering
18 231 (32.58%) MVC
19 224 (31.59%) User Experience
20 218 (30.75%) SQL Server
21 216 (30.47%) ASP.NET
22 212 (29.90%) Node.js
23 208 (29.34%) CSS3
23 208 (29.34%) TypeScript
24 198 (27.93%) Full Stack Development
25 185 (26.09%) TDD
26 183 (25.81%) PHP
27 175 (24.68%) Social Skills
28 170 (23.98%) Front End Development
29 168 (23.70%) REST

Twitter Bootstrap
Co-occurring IT Skills with a WFH Option 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 85 (11.99%) Confluence
2 66 (9.31%) Apache
3 50 (7.05%) IIS
4 28 (3.95%) CMS
5 24 (3.39%) WordPress
6 18 (2.54%) JBoss
7 17 (2.40%) GlassFish
7 17 (2.40%) WebSphere
8 12 (1.69%) Drupal
9 11 (1.55%) Apache Airflow
10 9 (1.27%) Elasticsearch
11 7 (0.99%) nginx
11 7 (0.99%) SharePoint
12 5 (0.71%) SharePoint 2010
12 5 (0.71%) SharePoint Server
13 4 (0.56%) Sitecore CMS
13 4 (0.56%) Umbraco
14 3 (0.42%) EPiServer
14 3 (0.42%) IBM Domino
15 2 (0.28%) Sitefinity
Applications
1 49 (6.91%) Microsoft Office
2 25 (3.53%) Photoshop
3 10 (1.41%) Microsoft Excel
3 10 (1.41%) Microsoft PowerPoint
4 8 (1.13%) Adobe Illustrator
5 2 (0.28%) Chatbot
6 1 (0.14%) GIMP
6 1 (0.14%) InVision
6 1 (0.14%) Sketch
Business Applications
1 15 (2.12%) Dynamics CRM
2 4 (0.56%) Magento
2 4 (0.56%) Payment Gateway
3 3 (0.42%) OpenCart
3 3 (0.42%) Sparx Enterprise Architect
Cloud Services
1 266 (37.52%) Azure
2 165 (23.27%) AWS
3 117 (16.50%) SaaS
4 109 (15.37%) Serverless
5 82 (11.57%) GCP
6 76 (10.72%) GitHub
7 45 (6.35%) PaaS
8 44 (6.21%) Google Workspace
9 42 (5.92%) npm
10 41 (5.78%) Amazon EC2
10 41 (5.78%) Amazon ElastiCache
10 41 (5.78%) AWS Lambda
11 36 (5.08%) Amazon CloudWatch
11 36 (5.08%) Amazon S3
11 36 (5.08%) Amazon SQS
12 32 (4.51%) GitHub Actions
13 19 (2.68%) Google Analytics
14 17 (2.40%) Azure Functions
14 17 (2.40%) BrowserStack
15 16 (2.26%) Power Platform
Communications & Networking
1 14 (1.97%) HTTP
2 6 (0.85%) Reverse Proxy
3 3 (0.42%) RIP
4 2 (0.28%) SD-WAN
4 2 (0.28%) WAN
5 1 (0.14%) DNS
5 1 (0.14%) HTTPS
5 1 (0.14%) Internet
Database & Business Intelligence
1 238 (33.57%) MySQL
2 218 (30.75%) SQL Server
3 118 (16.64%) Redis
4 88 (12.41%) NoSQL
5 75 (10.58%) Relational Database
6 56 (7.90%) PostgreSQL
7 37 (5.22%) MariaDB
8 36 (5.08%) Amazon Aurora
9 16 (2.26%) SQL Server Reporting Services
10 11 (1.55%) Data Lake
10 11 (1.55%) MongoDB
11 10 (1.41%) Tableau
12 5 (0.71%) Amazon RDS
12 5 (0.71%) Azure SQL Database
12 5 (0.71%) Big Data
13 4 (0.56%) Apache Cassandra
14 3 (0.42%) Power BI
15 2 (0.28%) Data Warehouse
15 2 (0.28%) RDBMS
15 2 (0.28%) SQL Server Integration Services
Development Applications
1 281 (39.63%) Git (software)
2 109 (15.37%) Visual Studio
3 108 (15.23%) JIRA
4 78 (11.00%) webpack
5 72 (10.16%) Team Foundation Server
6 70 (9.87%) Jenkins
7 68 (9.59%) Bitbucket
8 54 (7.62%) GitLab
9 45 (6.35%) Selenium
10 37 (5.22%) gulp
11 31 (4.37%) SonarQube
12 25 (3.53%) Jasmine
13 22 (3.10%) JUnit
14 20 (2.82%) Babel
14 20 (2.82%) Grunt
15 19 (2.68%) Subversion
16 18 (2.54%) SpecFlow
17 17 (2.40%) Mocha
17 17 (2.40%) Mockito
18 16 (2.26%) Moq
General
1 175 (24.68%) Social Skills
2 137 (19.32%) Finance
3 66 (9.31%) Analytical Skills
4 63 (8.89%) Public Sector
5 59 (8.32%) Documentation Skills
6 44 (6.21%) Local Government
7 31 (4.37%) Inclusion and Diversity
8 25 (3.53%) Advertising
8 25 (3.53%) Marketing
9 19 (2.68%) Legal
9 19 (2.68%) Organisational Skills
10 17 (2.40%) Pharmaceutical
10 17 (2.40%) Publishing
11 14 (1.97%) Back Office
12 11 (1.55%) Law
13 9 (1.27%) Retail
14 6 (0.85%) Banking
14 6 (0.85%) Influencing Skills
15 5 (0.71%) Financial Institution
15 5 (0.71%) Games
Job Titles
1 505 (71.23%) Developer
2 151 (21.30%) Software Engineer
3 123 (17.35%) .NET Developer
4 115 (16.22%) Front End Developer (Client-Side Developer)
5 88 (12.41%) Senior Developer
6 53 (7.48%) Full Stack Developer
7 47 (6.63%) C# Developer
8 46 (6.49%) Java Engineer
8 46 (6.49%) Java Software Engineer
9 45 (6.35%) Web Developer
10 36 (5.08%) Architect
10 36 (5.08%) Senior Software Engineer
11 34 (4.80%) Angular Developer
11 34 (4.80%) PHP Developer
12 33 (4.65%) Principal Architect
12 33 (4.65%) Principal Engineer
12 33 (4.65%) Principal Software Engineer
12 33 (4.65%) SaaS Architect
12 33 (4.65%) SaaS Software Engineer
12 33 (4.65%) Software Architect
Libraries, Frameworks & Software Standards
1 550 (77.57%) HTML
2 503 (70.94%) CSS
3 344 (48.52%) jQuery
4 330 (46.54%) AngularJS
5 315 (44.43%) .NET
6 310 (43.72%) HTML5
7 247 (34.84%) React
8 216 (30.47%) ASP.NET
9 212 (29.90%) Node.js
10 208 (29.34%) CSS3
11 168 (23.70%) REST
12 153 (21.58%) XML
13 136 (19.18%) Sass
14 126 (17.77%) ASP.NET MVC
15 120 (16.93%) .NET Framework
16 111 (15.66%) JSON
17 94 (13.26%) Ajax
18 91 (12.83%) LAMP
19 87 (12.27%) .NET Core
19 87 (12.27%) Vue.js
Miscellaneous
1 224 (31.59%) User Experience
2 60 (8.46%) Self-Motivation
3 52 (7.33%) Enterprise Software
4 32 (4.51%) NHS
5 26 (3.67%) Mobile App
5 26 (3.67%) W3C
6 23 (3.24%) Virtual Team
7 16 (2.26%) Educational Technology
7 16 (2.26%) Social Media
8 15 (2.12%) Enterprise Cloud
9 12 (1.69%) Linux Command Line
10 9 (1.27%) Greenfield Project
10 9 (1.27%) Social Network
11 8 (1.13%) Data Structures
11 8 (1.13%) e-Learning
12 7 (0.99%) Digital Media
12 7 (0.99%) e-Health
13 6 (0.85%) Cyber Defence
13 6 (0.85%) Cyberattack
14 5 (0.71%) Legacy Systems
Operating Systems
1 101 (14.25%) Linux
2 72 (10.16%) Ubuntu
3 26 (3.67%) Android
4 22 (3.10%) Apple iOS
5 11 (1.55%) Windows
6 8 (1.13%) Debian
7 5 (0.71%) CentOS
8 2 (0.28%) Unix
Processes & Methodologies
1 460 (64.88%) Agile
2 259 (36.53%) DevOps
3 258 (36.39%) Scrum
4 237 (33.43%) Software Engineering
5 231 (32.58%) MVC
6 198 (27.93%) Full Stack Development
7 185 (26.09%) TDD
8 170 (23.98%) Front End Development
9 157 (22.14%) Web Development
10 155 (21.86%) Continuous Integration
11 119 (16.78%) BDD
11 119 (16.78%) CI/CD
11 119 (16.78%) Kanban
12 111 (15.66%) Problem-Solving
13 105 (14.81%) Test Automation
14 98 (13.82%) Unit Testing
15 89 (12.55%) Data Privacy
16 81 (11.42%) Fintech
17 80 (11.28%) UX Design
18 78 (11.00%) OO
Programming Languages
1 573 (80.82%) JavaScript
2 300 (42.31%) C#
3 245 (34.56%) SQL
4 208 (29.34%) TypeScript
5 183 (25.81%) PHP
6 100 (14.10%) Java
7 99 (13.96%) ES6
8 89 (12.55%) Python
9 77 (10.86%) T-SQL
10 70 (9.87%) PowerShell
11 37 (5.22%) C
11 37 (5.22%) C++
12 34 (4.80%) VB.NET
13 9 (1.27%) Kotlin
14 7 (0.99%) XAML
15 6 (0.85%) ES8
16 5 (0.71%) JSX
16 5 (0.71%) VB
17 4 (0.56%) Objective-C
17 4 (0.56%) Scala
Qualifications
1 118 (16.64%) Degree
2 58 (8.18%) Computer Science Degree
3 53 (7.48%) Security Cleared
4 45 (6.35%) DBS Check
5 7 (0.99%) Microsoft Certification
6 6 (0.85%) SC Cleared
7 2 (0.28%) ITIL Certification
8 1 (0.14%) SANS
Quality Assurance & Compliance
1 37 (5.22%) Accessibility
2 35 (4.94%) QA
3 14 (1.97%) WCAG
4 1 (0.14%) Data Quality
4 1 (0.14%) ISO/IEC 27001
System Software
1 119 (16.78%) Docker
2 7 (0.99%) VirtualBox
3 2 (0.28%) Varnish
4 1 (0.14%) Virtual Machines
Systems Management
1 84 (11.85%) Kubernetes
2 46 (6.49%) Prometheus
3 18 (2.54%) Opscode Chef
4 9 (1.27%) MIIS
5 8 (1.13%) Terraform
6 5 (0.71%) Single Sign-On
7 3 (0.42%) Proxmox
8 1 (0.14%) Ansible
8 1 (0.14%) Docker Swarm
8 1 (0.14%) Kibana
8 1 (0.14%) logstash
8 1 (0.14%) Puppet
Vendors
1 143 (20.17%) Microsoft
2 76 (10.72%) Google
3 68 (9.59%) Zend
4 44 (6.21%) NEC
4 44 (6.21%) Northgate
5 24 (3.39%) Xamarin
6 21 (2.96%) Telerik
7 17 (2.40%) accuRx
8 16 (2.26%) Sitecore
9 13 (1.83%) Adobe
9 13 (1.83%) Oracle
10 10 (1.41%) Atlassian
10 10 (1.41%) CA Agile Central
11 5 (0.71%) Unilink
12 3 (0.42%) Klarna
12 3 (0.42%) PayPal
12 3 (0.42%) ServiceNow
12 3 (0.42%) Sparx
12 3 (0.42%) Twitter
13 2 (0.28%) Talend