Period
to 18 January 2022

The following table provides summary statistics for permanent job vacancies advertised in England 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 18 January 2022 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK > England
6 months to
18 Jan 2022
Same period 2021 Same period 2020
Rank 355 229 246
Rank change year-on-year -126 +17 -62
Permanent jobs citing Twitter Bootstrap 999 838 1,585
As % of all permanent jobs advertised in England 0.91% 1.50% 1.37%
As % of the Libraries, Frameworks & Software Standards category 2.37% 3.52% 3.58%
Number of salaries quoted 612 746 1,302
10th Percentile £31,250 £37,500 £31,250
25th Percentile £39,688 £42,500 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £47,500
Median % change year-on-year +4.76% +10.53% -5.00%
75th Percentile £70,000 £72,188 £62,500
90th Percentile £93,750 £88,750 £78,000
UK median annual salary £55,000 £52,500 £47,500
% change year-on-year +4.76% +10.53% -5.00%

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

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 42,217 23,785 44,271
As % of all permanent IT jobs advertised in England 38.25% 42.49% 38.16%
Number of salaries quoted 27,211 20,656 36,933
10th Percentile £37,500 £35,000 £32,500
25th Percentile £46,250 £43,750 £41,250
Median annual salary (50th Percentile) £62,500 £57,500 £55,000
Median % change year-on-year +8.70% +4.55% +4.76%
75th Percentile £82,500 £75,000 £75,000
90th Percentile £100,000 £90,000 £90,000
UK median annual salary £61,250 £55,000 £55,000
% change year-on-year +11.36% - +4.76%

Twitter Bootstrap
Job Vacancy Trend in England

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

Job vacancy trend for Twitter Bootstrap in England

Twitter Bootstrap
Salary Trend in England

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

Salary trend for Twitter Bootstrap in England

Twitter Bootstrap
Salary Histogram in England

Salary distribution for jobs citing Twitter Bootstrap in England over the 6 months to 18 January 2022.

Salary histogram for Twitter Bootstrap in England

Twitter Bootstrap
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter Bootstrap within the England region over the 6 months to 18 January 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
Job
Vacancies
London -142 339 £67,500 -20.59% 58
South East -109 232 £51,500 -6.36% 41
North of England -78 184 £47,500 +5.56% 54
North West -29 140 £50,000 - 29
Midlands -91 113 £42,500 -6.59% 21
South West -67 78 £52,500 +10.53% 16
West Midlands -72 67 £35,000 -23.08% 12
East Midlands -50 46 £47,500 -5.00% 9
East of England -76 42 £60,000 +11.63% 18
Yorkshire -80 42 £45,000 +12.50% 23
North East -29 2 £50,000 +81.82% 2
Twitter Bootstrap
UK

For the 6 months to 18 January 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 across the England region with a requirement for Twitter Bootstrap.

1 811 (81.18%) JavaScript
2 778 (77.88%) CSS
3 622 (62.26%) HTML
4 536 (53.65%) AngularJS
5 520 (52.05%) Agile Software Development
6 424 (42.44%) jQuery
7 417 (41.74%) React
8 409 (40.94%) .NET
9 371 (37.14%) C#
10 369 (36.94%) Git (software)
11 332 (33.23%) HTML5
12 329 (32.93%) Azure
13 320 (32.03%) Node.js
14 319 (31.93%) DevOps
15 298 (29.83%) Full Stack Development
15 298 (29.83%) SQL
16 294 (29.43%) User Experience
17 278 (27.83%) Software Engineering
18 277 (27.73%) MVC
19 249 (24.92%) Finance
20 244 (24.42%) Social Skills
21 239 (23.92%) TypeScript
21 239 (23.92%) Scrum
21 239 (23.92%) SQL Server
22 235 (23.52%) CSS3
23 224 (22.42%) Sass
24 222 (22.22%) Degree
25 209 (20.92%) TDD
26 208 (20.82%) Front End Development
27 202 (20.22%) AWS

Twitter Bootstrap
Co-occurring IT Skills in England 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 97 (9.71%) CMS
2 87 (8.71%) Apache
3 76 (7.61%) WordPress
4 58 (5.81%) Apache Spark
4 58 (5.81%) GemFire
5 33 (3.30%) Confluence
5 33 (3.30%) SharePoint
6 25 (2.50%) Elasticsearch
7 23 (2.30%) SAS
8 19 (1.90%) Mendix
9 17 (1.70%) Umbraco
10 14 (1.40%) IIS
11 12 (1.20%) JBoss
11 12 (1.20%) nginx
12 11 (1.10%) GlassFish
12 11 (1.10%) WebSphere
13 9 (0.90%) EPiServer
14 5 (0.50%) lighttpd
15 4 (0.40%) Headless CMS
16 3 (0.30%) Cloud Foundry
Applications
1 33 (3.30%) Sketch
2 30 (3.00%) InVision
3 20 (2.00%) Photoshop
4 11 (1.10%) Adobe XD
4 11 (1.10%) Microsoft Office
5 10 (1.00%) OmniGraffle
6 7 (0.70%) Adobe Illustrator
6 7 (0.70%) Microsoft Excel
7 6 (0.60%) Microsoft PowerPoint
8 2 (0.20%) Adobe Creative Suite
8 2 (0.20%) InDesign
Business Applications
1 23 (2.30%) Magento
2 10 (1.00%) Payment Gateway
2 10 (1.00%) Shopify
3 8 (0.80%) Dynamics CRM
4 6 (0.60%) Dynamics NAV
5 5 (0.50%) Elite 3E
6 4 (0.40%) Sparx Enterprise Architect
7 3 (0.30%) IBM Operational Decision Manager
8 2 (0.20%) Workfront
9 1 (0.10%) Loan IQ
9 1 (0.10%) OpenCart
9 1 (0.10%) Oracle BPM
9 1 (0.10%) Remedy ITSM
9 1 (0.10%) SAP ERP
9 1 (0.10%) SDL Web 8
Cloud Services
1 329 (32.93%) Azure
2 202 (20.22%) AWS
3 149 (14.91%) SaaS
4 105 (10.51%) GCP
5 95 (9.51%) GitHub
6 79 (7.91%) npm
7 69 (6.91%) Serverless
8 50 (5.01%) Amazon Kinesis
9 36 (3.60%) PaaS
10 32 (3.20%) Amazon SQS
10 32 (3.20%) Azure Service Bus
11 28 (2.80%) Azure Key Vault
11 28 (2.80%) OpenShift
12 21 (2.10%) Amazon EC2
12 21 (2.10%) Amazon S3
13 19 (1.90%) Amazon CloudWatch
14 17 (1.70%) Azure Pipelines
14 17 (1.70%) Slack
15 16 (1.60%) Azure Storage
16 15 (1.50%) Azure Active Directory
Communications & Networking
1 42 (4.20%) HTTP
2 30 (3.00%) DNS
3 20 (2.00%) MQTT
4 7 (0.70%) Firewall
5 5 (0.50%) Intranet
6 4 (0.40%) Extranet
6 4 (0.40%) SSL
7 2 (0.20%) Reverse Proxy
8 1 (0.10%) 5G
8 1 (0.10%) Broadband
8 1 (0.10%) HTTPS
8 1 (0.10%) WPA
Database & Business Intelligence
1 239 (23.92%) SQL Server
2 184 (18.42%) MySQL
3 125 (12.51%) Relational Database
4 118 (11.81%) PostgreSQL
5 116 (11.61%) NoSQL
6 112 (11.21%) Redis
7 64 (6.41%) MariaDB
8 58 (5.81%) HBase
9 40 (4.00%) Big Data
10 29 (2.90%) MongoDB
11 23 (2.30%) Amazon DynamoDB
11 23 (2.30%) RDBMS
12 20 (2.00%) Azure SQL Database
13 16 (1.60%) Couchbase
14 15 (1.50%) Amazon RDS
14 15 (1.50%) SQL Server Reporting Services
15 12 (1.20%) Amazon Aurora
16 8 (0.80%) Data Lake
16 8 (0.80%) Data Warehouse
17 7 (0.70%) Hadoop
Development Applications
1 369 (36.94%) Git (software)
2 126 (12.61%) Cypress.io
3 103 (10.31%) Jenkins
4 88 (8.81%) Selenium
5 82 (8.21%) webpack
6 77 (7.71%) Mockito
7 74 (7.41%) JUnit
7 74 (7.41%) Storybook
8 73 (7.31%) Protractor
9 68 (6.81%) Cucumber
9 68 (6.81%) Eclipse
10 64 (6.41%) Team Foundation Server
11 61 (6.11%) Sonatype Nexus
12 60 (6.01%) Gradle
13 59 (5.91%) IntelliJ
14 52 (5.21%) JIRA
15 46 (4.60%) Artifactory
16 40 (4.00%) SonarQube
17 36 (3.60%) PostCSS
18 33 (3.30%) Visual Studio
General
1 249 (24.92%) Finance
2 244 (24.42%) Social Skills
3 87 (8.71%) Banking
4 86 (8.61%) Law
5 74 (7.41%) Inclusion and Diversity
6 72 (7.21%) Analytical Skills
7 66 (6.61%) Marketing
8 29 (2.90%) French Language
9 23 (2.30%) Pharmaceutical
10 14 (1.40%) Public Sector
11 13 (1.30%) Documentation Skills
12 12 (1.20%) Manufacturing
13 11 (1.10%) Publishing
14 10 (1.00%) Legal
14 10 (1.00%) Organisational Skills
15 8 (0.80%) Telecoms
16 7 (0.70%) Retail
16 7 (0.70%) Wearables
17 6 (0.60%) Back Office
18 5 (0.50%) Local Government
Job Titles
1 763 (76.38%) Developer
2 160 (16.02%) .NET Developer
3 155 (15.52%) Senior Developer
4 134 (13.41%) Full Stack Developer
5 129 (12.91%) Front End Developer (Client-Side Developer)
6 116 (11.61%) Software Engineer
7 107 (10.71%) Software Developer
7 107 (10.71%) Web Developer
8 93 (9.31%) C# Developer
9 60 (6.01%) React Developer
10 57 (5.71%) Lead Developer
10 57 (5.71%) PHP Developer
11 55 (5.51%) C# .NET Developer
12 47 (4.70%) .NET Software Developer
13 43 (4.30%) Senior React Developer
14 41 (4.10%) Junior
14 41 (4.10%) Junior Developer
15 40 (4.00%) JavaScript Developer
16 39 (3.90%) Principal Engineer
16 39 (3.90%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 778 (77.88%) CSS
2 622 (62.26%) HTML
3 536 (53.65%) AngularJS
4 424 (42.44%) jQuery
5 417 (41.74%) React
6 409 (40.94%) .NET
7 332 (33.23%) HTML5
8 320 (32.03%) Node.js
9 235 (23.52%) CSS3
10 224 (22.42%) Sass
11 195 (19.52%) ASP.NET
12 191 (19.12%) JSON
13 176 (17.62%) REST
14 174 (17.42%) .NET Framework
15 167 (16.72%) Vue.js
16 164 (16.42%) RESTful
17 156 (15.62%) Redux
18 153 (15.32%) .NET Core
19 130 (13.01%) Spring
20 124 (12.41%) XML
Miscellaneous
1 294 (29.43%) User Experience
2 74 (7.41%) Enterprise Software
3 60 (6.01%) Self-Motivation
4 59 (5.91%) Linux Command Line
5 39 (3.90%) Mobile App
5 39 (3.90%) N-Tier
6 31 (3.10%) Legacy Systems
7 28 (2.80%) Management Information System
8 27 (2.70%) Greenfield Project
9 22 (2.20%) e-Health
9 22 (2.20%) Virtual Team
10 21 (2.10%) e-Learning
11 19 (1.90%) Reinsurance
12 17 (1.70%) W3C
13 14 (1.40%) Blog
14 12 (1.20%) EPoS
15 10 (1.00%) Social Network
16 9 (0.90%) Social Media
17 8 (0.80%) Graphic Design
17 8 (0.80%) Wiki
Operating Systems
1 135 (13.51%) Linux
2 71 (7.11%) Unix
3 60 (6.01%) Windows
4 35 (3.50%) Android
5 33 (3.30%) Apple iOS
6 23 (2.30%) CentOS
6 23 (2.30%) Ubuntu
7 13 (1.30%) Alpine Linux
8 7 (0.70%) Red Hat Enterprise Linux
8 7 (0.70%) Windows 10
9 6 (0.60%) Fedora
10 3 (0.30%) VMS
11 2 (0.20%) Debian
11 2 (0.20%) Windows Server
12 1 (0.10%) Windows Server 2008
12 1 (0.10%) Windows Server 2012
12 1 (0.10%) Windows Server 2016
Processes & Methodologies
1 520 (52.05%) Agile Software Development
2 319 (31.93%) DevOps
3 298 (29.83%) Full Stack Development
4 278 (27.83%) Software Engineering
5 277 (27.73%) MVC
6 239 (23.92%) Scrum
7 209 (20.92%) TDD
8 208 (20.82%) Front End Development
9 201 (20.12%) Microservices
10 185 (18.52%) Web Development
11 164 (16.42%) Test Automation
12 162 (16.22%) Continuous Integration
13 157 (15.72%) Computer Science
13 157 (15.72%) Problem-Solving
14 112 (11.21%) OO
15 106 (10.61%) BDD
16 100 (10.01%) Unit Testing
17 99 (9.91%) UX Design
18 97 (9.71%) SDLC
19 93 (9.31%) Mentoring
Programming Languages
1 811 (81.18%) JavaScript
2 371 (37.14%) C#
3 298 (29.83%) SQL
4 239 (23.92%) TypeScript
5 200 (20.02%) Java
6 192 (19.22%) PHP
7 120 (12.01%) Python
8 113 (11.31%) ES6
9 91 (9.11%) T-SQL
10 67 (6.71%) PowerShell
11 59 (5.91%) Shell Script
12 58 (5.81%) Groovy
13 47 (4.70%) ES7
14 41 (4.10%) VB.NET
15 39 (3.90%) VB
16 29 (2.90%) Tcl
17 24 (2.40%) XAML
18 23 (2.30%) Bash
19 20 (2.00%) Kotlin
20 19 (1.90%) R
Qualifications
1 222 (22.22%) Degree
2 57 (5.71%) Computer Science Degree
3 55 (5.51%) OCP
3 55 (5.51%) Oracle Certification
4 21 (2.10%) Security Cleared
5 16 (1.60%) HNC
5 16 (1.60%) HND
5 16 (1.60%) SANS
6 10 (1.00%) Numerate Degree
7 9 (0.90%) SC Cleared
8 8 (0.80%) ITIL Certification
9 6 (0.60%) DBS Check
10 4 (0.40%) DV Cleared
10 4 (0.40%) ITIL Foundation Certificate
11 1 (0.10%) Microsoft Certification
11 1 (0.10%) PhD
Quality Assurance & Compliance
1 134 (13.41%) QA
2 62 (6.21%) Accessibility
3 25 (2.50%) WCAG
4 3 (0.30%) Cyber Essentials
4 3 (0.30%) Cyber Essentials PLUS
4 3 (0.30%) TickIT
5 1 (0.10%) GDPR
5 1 (0.10%) GRC
5 1 (0.10%) HL7
5 1 (0.10%) PCI DSS
5 1 (0.10%) WAI
System Software
1 174 (17.42%) Docker
2 58 (5.81%) HDFS
3 55 (5.51%) VMware Infrastructure
4 3 (0.30%) Apache ZooKeeper
5 1 (0.10%) Active Directory
5 1 (0.10%) Varnish
5 1 (0.10%) VirtualBox
Systems Management
1 104 (10.41%) Kubernetes
2 70 (7.01%) Ansible
3 52 (5.21%) Opscode Chef
4 47 (4.70%) Terraform
5 20 (2.00%) Grafana
5 20 (2.00%) HAProxy
5 20 (2.00%) Kibana
5 20 (2.00%) logstash
5 20 (2.00%) Opsgenie
5 20 (2.00%) Pingdom
5 20 (2.00%) Prometheus
5 20 (2.00%) ZABBIX
6 16 (1.60%) MIIS
7 7 (0.70%) HP Fortify
8 5 (0.50%) Single Sign-On
9 1 (0.10%) Active Directory Federation Services
9 1 (0.10%) Docker Swarm
9 1 (0.10%) Puppet
Vendors
1 152 (15.22%) Microsoft
2 69 (6.91%) Google
3 67 (6.71%) Okta
4 66 (6.61%) VMware
5 42 (4.20%) Adobe
6 36 (3.60%) Xamarin
7 26 (2.60%) Telerik
8 21 (2.10%) New Relic
8 21 (2.10%) SAP
8 21 (2.10%) Zend
9 20 (2.00%) Oracle
10 17 (1.70%) Sitecore
11 16 (1.60%) Sun
12 14 (1.40%) ServiceNow
12 14 (1.40%) WooCommerce
13 10 (1.00%) Atlassian
14 7 (0.70%) Red Hat
15 6 (0.60%) CA Agile Central
15 6 (0.60%) Salesforce.com
16 5 (0.50%) Nintex