Period
to

The following table provides summary statistics for permanent job vacancies 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 3 July 2022 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 413 269 300
Rank change year-on-year -144 +31 -55
Permanent jobs citing Twitter Bootstrap 1,499 1,315 829
As % of all permanent jobs advertised in the UK 0.83% 1.22% 1.05%
As % of the Libraries, Frameworks & Software Standards category 2.04% 3.00% 2.65%
Number of salaries quoted 688 950 675
10th Percentile £34,500 £33,750 £29,850
25th Percentile £45,000 £42,500 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £75,000 £71,250 £61,250
90th Percentile £93,750 £87,500 £75,000
UK excluding London median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -

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 requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 73,636 43,856 31,246
As % of all permanent IT jobs advertised in the UK 40.73% 40.70% 39.42%
Number of salaries quoted 30,374 30,156 25,999
10th Percentile £38,000 £35,000 £33,750
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £65,000 £57,500 £55,000
Median % change year-on-year +13.04% +4.55% +4.76%
75th Percentile £82,500 £76,250 £75,000
90th Percentile £100,000 £92,500 £90,000
UK excluding London median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +5.56%

Twitter Bootstrap
Job Vacancy Trend

Job postings citing Twitter Bootstrap as a proportion of all IT jobs advertised.

Job vacancy trend for Twitter Bootstrap in the UK

Twitter Bootstrap
Salary Trend

3-month moving average salary quoted in jobs citing Twitter Bootstrap.

Salary trend for Twitter Bootstrap in the UK

Twitter Bootstrap
Salary Histogram

Salary distribution for jobs citing Twitter Bootstrap over the 6 months to 3 July 2022.

Salary histogram for Twitter Bootstrap in the UK

Twitter Bootstrap
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter Bootstrap within the UK over the 6 months to 3 July 2022. 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
Jobs
England -109 1,360 £55,250 +0.45% 101
UK excluding London -64 931 £55,000 +10.00% 84
Work from Home -32 896 £57,500 +9.52% 62
London -176 490 £73,750 -1.67% 23
North of England +42 315 £45,000 -14.29% 30
North West +42 209 £50,000 -4.76% 12
South East -171 194 £55,000 +4.76% 19
Midlands +6 190 £50,000 +9.89% 14
South West -4 119 £85,000 +68.32% 11
West Midlands -27 112 £50,000 +9.89% 6
Yorkshire -20 98 £45,000 -12.20% 16
East Midlands +8 78 £55,000 +25.71% 8
East of England -86 58 £55,500 -7.50% 3
Wales -23 28 £45,000 +20.00% 2
Scotland -49 27 £56,250 +2.27% 4
North East -12 8 £45,000 +63.64% 2

For the 6 months to 3 July 2022, 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 with a requirement for Twitter Bootstrap.

1 1,274 (84.99%) JavaScript
2 1,195 (79.72%) CSS
3 1,111 (74.12%) HTML
4 946 (63.11%) Agile
5 738 (49.23%) .NET
6 724 (48.30%) jQuery
7 711 (47.43%) React
8 683 (45.56%) Git (software)
9 679 (45.30%) AngularJS
10 673 (44.90%) C#
11 623 (41.56%) SQL
12 589 (39.29%) DevOps
13 553 (36.89%) Azure
14 532 (35.49%) SQL Server
15 526 (35.09%) HTML5
16 501 (33.42%) Social Skills
17 478 (31.89%) MVC
18 442 (29.49%) Node.js
19 408 (27.22%) Full Stack Development
20 401 (26.75%) REST
21 400 (26.68%) .NET Framework
22 399 (26.62%) Microsoft
23 381 (25.42%) Sass
24 371 (24.75%) User Experience
25 367 (24.48%) Software Engineering
26 354 (23.62%) CSS3
27 353 (23.55%) TypeScript
28 350 (23.35%) Scrum
29 349 (23.28%) Unit Testing
30 337 (22.48%) Entity Framework

Twitter Bootstrap
Co-occurring IT Skills 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 96 (6.40%) Confluence
2 92 (6.14%) Apache
3 63 (4.20%) IIS
4 53 (3.54%) CMS
5 35 (2.33%) WordPress
6 26 (1.73%) Drupal
7 14 (0.93%) Sitecore CMS
8 13 (0.87%) Umbraco
9 12 (0.80%) Apache Spark
9 12 (0.80%) WebSphere
10 11 (0.73%) GlassFish
10 11 (0.73%) JBoss
10 11 (0.73%) nginx
11 10 (0.67%) Apache Airflow
11 10 (0.67%) SAS
12 9 (0.60%) EPiServer
13 7 (0.47%) GemFire
13 7 (0.47%) Tomcat
14 6 (0.40%) Mendix
15 5 (0.33%) IBM Domino
Applications
1 58 (3.87%) Photoshop
2 49 (3.27%) Microsoft Office
3 28 (1.87%) Sketch
4 26 (1.73%) OmniGraffle
5 24 (1.60%) InVision
6 11 (0.73%) Adobe Illustrator
6 11 (0.73%) Adobe XD
6 11 (0.73%) Microsoft Excel
6 11 (0.73%) Microsoft PowerPoint
7 5 (0.33%) Chatbot
7 5 (0.33%) MS Visio
8 4 (0.27%) AutoCAD
8 4 (0.27%) Revit
9 3 (0.20%) Adobe Creative Suite
10 1 (0.067%) GIMP
10 1 (0.067%) InDesign
Business Applications
1 14 (0.93%) Dynamics CRM
2 7 (0.47%) Magento
3 3 (0.20%) OpenCart
4 2 (0.13%) BigMachines
4 2 (0.13%) Shopify
4 2 (0.13%) Sparx Enterprise Architect
5 1 (0.067%) IBM Planning Analytics
5 1 (0.067%) OpenText MBPM
5 1 (0.067%) StreamServe
Cloud Services
1 553 (36.89%) Azure
2 333 (22.21%) Serverless
3 323 (21.55%) Azure DevOps
4 285 (19.01%) AWS
5 197 (13.14%) Azure Functions
6 185 (12.34%) Azure Service Bus
7 167 (11.14%) SaaS
8 130 (8.67%) GCP
9 96 (6.40%) GitHub
10 94 (6.27%) npm
11 80 (5.34%) PaaS
12 72 (4.80%) Amazon SQS
13 53 (3.54%) Amazon CloudWatch
14 48 (3.20%) Amazon EC2
14 48 (3.20%) AWS Lambda
15 47 (3.14%) Amazon ElastiCache
16 45 (3.00%) Amazon S3
17 40 (2.67%) Google Workspace
18 36 (2.40%) OpenShift
19 35 (2.33%) GitHub Actions
Communications & Networking
1 77 (5.14%) HTTP
2 28 (1.87%) MQTT
3 7 (0.47%) Reverse Proxy
4 5 (0.33%) RIP
4 5 (0.33%) SSL
4 5 (0.33%) VPN
5 3 (0.20%) DNS
5 3 (0.20%) Intranet
5 3 (0.20%) SD-WAN
5 3 (0.20%) WAN
6 2 (0.13%) HTTPS
6 2 (0.13%) Internet
7 1 (0.067%) Firewall
7 1 (0.067%) IPFIX
7 1 (0.067%) TCP/IP
Database & Business Intelligence
1 532 (35.49%) SQL Server
2 311 (20.75%) MySQL
3 182 (12.14%) Redis
4 155 (10.34%) NoSQL
4 155 (10.34%) PostgreSQL
5 153 (10.21%) Relational Database
6 57 (3.80%) MongoDB
7 44 (2.94%) Elasticsearch
8 43 (2.87%) Amazon Aurora
8 43 (2.87%) MariaDB
9 39 (2.60%) DynamoDB
10 30 (2.00%) RDBMS
11 28 (1.87%) Couchbase
12 22 (1.47%) Data Lake
13 20 (1.33%) SQL Server Reporting Services
14 14 (0.93%) Amazon RDS
14 14 (0.93%) Data Warehouse
14 14 (0.93%) Power BI
15 10 (0.67%) Big Data
16 9 (0.60%) Tableau
Development Applications
1 683 (45.56%) Git (software)
2 276 (18.41%) Team Foundation Server
3 168 (11.21%) JIRA
4 159 (10.61%) Jenkins
5 141 (9.41%) webpack
6 140 (9.34%) Visual Studio
7 121 (8.07%) Selenium
8 118 (7.87%) GitLab
9 83 (5.54%) Bitbucket
10 66 (4.40%) SonarQube
11 59 (3.94%) Jasmine
12 58 (3.87%) Moq
13 56 (3.74%) gulp
14 45 (3.00%) Mockito
15 44 (2.94%) Cypress.io
15 44 (2.94%) NUnit
16 43 (2.87%) Subversion
17 42 (2.80%) Babel
18 39 (2.60%) Mocha
19 36 (2.40%) Octopus Deploy
General
1 501 (33.42%) Social Skills
2 317 (21.15%) Finance
3 96 (6.40%) Analytical Skills
4 61 (4.07%) Public Sector
5 56 (3.74%) Law
6 55 (3.67%) Documentation Skills
7 47 (3.14%) Banking
8 46 (3.07%) Inclusion and Diversity
9 41 (2.74%) Local Government
9 41 (2.74%) Military
9 41 (2.74%) Organisational Skills
10 40 (2.67%) Retail
11 31 (2.07%) French Language
12 30 (2.00%) Marketing
13 29 (1.93%) Advertising
13 29 (1.93%) Legal
14 25 (1.67%) Pharmaceutical
15 23 (1.53%) Automotive
16 18 (1.20%) Electronics
17 16 (1.07%) Publishing
Job Titles
1 1,084 (72.31%) Developer
2 248 (16.54%) .NET Developer
3 225 (15.01%) Software Engineer
4 219 (14.61%) Senior Developer
5 208 (13.88%) Front End Developer (Client-Side Developer)
6 143 (9.54%) Full Stack Developer
7 137 (9.14%) Web Developer
8 87 (5.80%) Lead Developer
9 86 (5.74%) JavaScript Developer
10 83 (5.54%) Software Developer
11 77 (5.14%) Applications Developer
12 75 (5.00%) C# Developer
13 64 (4.27%) Senior .NET Developer
14 61 (4.07%) Senior Software Engineer
15 54 (3.60%) Angular Developer
16 52 (3.47%) Web Applications Developer
17 51 (3.40%) Architect
17 51 (3.40%) Principal Engineer
18 50 (3.34%) C# .NET Developer
19 46 (3.07%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 1,195 (79.72%) CSS
2 1,111 (74.12%) HTML
3 738 (49.23%) .NET
4 724 (48.30%) jQuery
5 711 (47.43%) React
6 679 (45.30%) AngularJS
7 526 (35.09%) HTML5
8 442 (29.49%) Node.js
9 401 (26.75%) REST
10 400 (26.68%) .NET Framework
11 381 (25.42%) Sass
12 354 (23.62%) CSS3
13 337 (22.48%) Entity Framework
14 336 (22.41%) ASP.NET
15 327 (21.81%) .NET Core
16 219 (14.61%) Vue.js
17 177 (11.81%) XML
18 168 (11.21%) Jest
19 167 (11.14%) Ajax
20 161 (10.74%) JSON
Miscellaneous
1 371 (24.75%) User Experience
2 138 (9.21%) Enterprise Software
3 102 (6.80%) Self-Motivation
4 62 (4.14%) Mobile App
5 42 (2.80%) Virtual Team
6 39 (2.60%) W3C
7 33 (2.20%) Blog
8 32 (2.13%) NHS
9 29 (1.93%) Life Science
10 27 (1.80%) Greenfield Project
11 24 (1.60%) N-Tier
12 22 (1.47%) Video\Live Streaming
13 20 (1.33%) Educational Technology
13 20 (1.33%) Linux Command Line
14 18 (1.20%) Digital Signage
14 18 (1.20%) IPTV
14 18 (1.20%) MPEG
14 18 (1.20%) PCIe
14 18 (1.20%) STB
15 17 (1.13%) e-Learning
Operating Systems
1 244 (16.28%) Android
2 243 (16.21%) Apple iOS
3 163 (10.87%) Linux
4 85 (5.67%) Ubuntu
5 40 (2.67%) Windows
6 31 (2.07%) Unix
7 15 (1.00%) VMS
8 9 (0.60%) Debian
9 1 (0.067%) Windows 10
Processes & Methodologies
1 946 (63.11%) Agile
2 589 (39.29%) DevOps
3 478 (31.89%) MVC
4 408 (27.22%) Full Stack Development
5 367 (24.48%) Software Engineering
6 350 (23.35%) Scrum
7 349 (23.28%) Unit Testing
8 331 (22.08%) TDD
9 316 (21.08%) CI/CD
10 305 (20.35%) Front End Development
11 275 (18.35%) Web Development
12 257 (17.14%) User Stories
13 254 (16.94%) Test Automation
14 244 (16.28%) Product Roadmap
15 242 (16.14%) Dependency Injection
16 235 (15.68%) Continuous Integration
17 211 (14.08%) BDD
18 202 (13.48%) Computer Science
19 190 (12.68%) Problem-Solving
20 178 (11.87%) Fintech
Programming Languages
1 1,274 (84.99%) JavaScript
2 673 (44.90%) C#
3 623 (41.56%) SQL
4 353 (23.55%) TypeScript
5 277 (18.48%) PHP
6 206 (13.74%) ES6
7 169 (11.27%) Java
7 169 (11.27%) Python
8 106 (7.07%) PowerShell
9 104 (6.94%) T-SQL
10 77 (5.14%) C
11 56 (3.74%) C++
12 52 (3.47%) VB.NET
13 40 (2.67%) VB
14 34 (2.27%) Tcl
15 32 (2.13%) Bash
16 29 (1.93%) Scala
17 25 (1.67%) ES7
18 20 (1.33%) Kotlin
19 17 (1.13%) R
Qualifications
1 303 (20.21%) Degree
2 106 (7.07%) Computer Science Degree
3 62 (4.14%) Security Cleared
4 58 (3.87%) Master's Degree
5 48 (3.20%) DBS Check
6 9 (0.60%) Numerate Degree
7 7 (0.47%) OCP
7 7 (0.47%) Oracle Certification
8 5 (0.33%) PhD
9 4 (0.27%) SC Cleared
10 3 (0.20%) Microsoft Certification
11 2 (0.13%) ITIL Certification
12 1 (0.067%) CIPD
12 1 (0.067%) SANS
Quality Assurance & Compliance
1 152 (10.14%) QA
2 101 (6.74%) Accessibility
3 19 (1.27%) WCAG
4 14 (0.93%) WAI
5 4 (0.27%) GDPR
6 2 (0.13%) NCSC
7 1 (0.067%) Data Quality
7 1 (0.067%) ISO/IEC 27001
System Software
1 233 (15.54%) Docker
2 9 (0.60%) Active Directory
3 7 (0.47%) HDFS
3 7 (0.47%) VirtualBox
4 4 (0.27%) Virtual Machines
5 3 (0.20%) VMware Infrastructure
6 2 (0.13%) Varnish
Systems Management
1 247 (16.48%) Terraform
2 163 (10.87%) Kubernetes
3 42 (2.80%) Prometheus
4 41 (2.74%) Opscode Chef
5 38 (2.54%) MIIS
6 32 (2.13%) Ansible
7 29 (1.93%) Kibana
7 29 (1.93%) logstash
8 28 (1.87%) Grafana
8 28 (1.87%) HAProxy
8 28 (1.87%) Opsgenie
8 28 (1.87%) Pingdom
8 28 (1.87%) ZABBIX
9 23 (1.53%) HP Fortify
10 19 (1.27%) Single Sign-On
11 7 (0.47%) Puppet
12 5 (0.33%) LiteSpeed
13 4 (0.27%) Proxmox
14 1 (0.067%) cPanel
14 1 (0.067%) Docker Swarm
Vendors
1 399 (26.62%) Microsoft
2 200 (13.34%) Xamarin
3 141 (9.41%) Google
4 77 (5.14%) Zend
5 54 (3.60%) Adobe
6 40 (2.67%) NEC
6 40 (2.67%) Northgate
7 30 (2.00%) Oracle
7 30 (2.00%) Sitecore
8 28 (1.87%) New Relic
9 23 (1.53%) Telerik
10 16 (1.07%) ServiceNow
11 15 (1.00%) accuRx
12 14 (0.93%) Sun
13 12 (0.80%) Atlassian
13 12 (0.80%) CA Agile Central
14 8 (0.53%) Cadence
14 8 (0.53%) VMware
15 7 (0.47%) Okta
15 7 (0.47%) Salesforce.com