Period
to 25 January 2022

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 25 January 2022 with a comparison to the same period in the previous 2 years.

Twitter Bootstrap
UK
6 months to
25 Jan 2022
Same period 2021 Same period 2020
Rank 379 228 245
Rank change year-on-year -151 +17 -58
Permanent jobs citing Twitter Bootstrap 1,110 920 1,709
As % of all permanent jobs advertised in the UK 0.86% 1.44% 1.37%
As % of the Libraries, Frameworks & Software Standards category 2.23% 3.40% 3.57%
Number of salaries quoted 671 814 1,390
10th Percentile £31,250 £36,250 £31,250
25th Percentile £41,250 £42,000 £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 £71,250 £68,750 £60,000
90th Percentile £93,750 £88,375 £77,500
UK excluding London median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +2.27%

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 49,707 27,054 47,872
As % of all permanent IT jobs advertised in the UK 38.29% 42.41% 38.30%
Number of salaries quoted 30,805 23,229 39,595
10th Percentile £37,500 £35,000 £32,500
25th Percentile £46,250 £42,500 £40,000
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - +4.76%
75th Percentile £81,250 £73,750 £72,500
90th Percentile £97,500 £90,000 £90,000
UK excluding London median annual salary £54,500 £50,000 £46,000
% change year-on-year +9.00% +8.70% +2.22%

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 25 January 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 25 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
Jobs
England -141 1,020 £55,000 +4.76% 209
UK excluding London -122 695 £50,000 - 167
London -131 343 £70,000 -17.65% 60
Work from Home -72 327 £60,000 +20.00% 45
North of England -50 219 £50,000 +11.11% 56
South East -129 210 £52,500 -4.55% 35
North West -19 169 £50,000 - 26
Midlands -93 114 £42,500 -6.59% 26
South West -54 82 £53,750 +9.14% 13
West Midlands -84 67 £35,000 -23.08% 15
East Midlands -53 47 £47,500 -5.00% 11
Yorkshire -76 47 £46,250 +15.63% 27
East of England -79 39 £60,000 - 17
Scotland -49 28 £60,000 +33.33% 9
North East -32 3 £45,000 +63.64% 3
Wales -51 3 £45,000 +38.46% 9

For the 6 months to 25 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 with a requirement for Twitter Bootstrap.

1 915 (82.43%) JavaScript
2 860 (77.48%) CSS
3 738 (66.49%) HTML
4 573 (51.62%) Agile Software Development
5 565 (50.90%) AngularJS
6 482 (43.42%) .NET
7 473 (42.61%) jQuery
8 449 (40.45%) React
9 442 (39.82%) C#
10 406 (36.58%) Azure
11 403 (36.31%) HTML5
12 367 (33.06%) Git (software)
13 361 (32.52%) SQL
14 349 (31.44%) DevOps
15 344 (30.99%) Node.js
16 318 (28.65%) MVC
17 313 (28.20%) User Experience
18 299 (26.94%) Full Stack Development
19 291 (26.22%) Software Engineering
20 288 (25.95%) SQL Server
21 286 (25.77%) Scrum
22 282 (25.41%) Social Skills
23 279 (25.14%) CSS3
24 262 (23.60%) ASP.NET
25 260 (23.42%) TypeScript
26 256 (23.06%) Sass
27 254 (22.88%) Finance
28 251 (22.61%) REST
28 251 (22.61%) Degree
29 239 (21.53%) Front End Development

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 94 (8.47%) CMS
2 75 (6.76%) WordPress
3 73 (6.58%) Apache
4 62 (5.59%) SharePoint
5 39 (3.51%) Confluence
6 37 (3.33%) Apache Spark
6 37 (3.33%) GemFire
7 28 (2.52%) IIS
8 24 (2.16%) Elasticsearch
9 23 (2.07%) SAS
10 19 (1.71%) Mendix
11 17 (1.53%) SharePoint 2010
12 15 (1.35%) Umbraco
13 14 (1.26%) Apache Airflow
14 13 (1.17%) nginx
15 12 (1.08%) JBoss
15 12 (1.08%) WebSphere
16 11 (0.99%) GlassFish
17 10 (0.90%) EPiServer
18 5 (0.45%) lighttpd
Applications
1 34 (3.06%) Sketch
2 31 (2.79%) InVision
3 27 (2.43%) Microsoft Office
4 19 (1.71%) Photoshop
5 11 (0.99%) OmniGraffle
6 10 (0.90%) Adobe XD
7 7 (0.63%) Microsoft Excel
8 6 (0.54%) Adobe Illustrator
8 6 (0.54%) Microsoft PowerPoint
9 3 (0.27%) Adobe Creative Suite
10 2 (0.18%) InDesign
11 1 (0.090%) Microsoft Project
Business Applications
1 28 (2.52%) Dynamics CRM
2 22 (1.98%) Magento
3 10 (0.90%) Payment Gateway
3 10 (0.90%) Shopify
4 6 (0.54%) Dynamics NAV
4 6 (0.54%) Sparx Enterprise Architect
5 5 (0.45%) Elite 3E
6 3 (0.27%) IBM Operational Decision Manager
7 1 (0.090%) Loan IQ
7 1 (0.090%) OpenCart
7 1 (0.090%) Oracle BPM
7 1 (0.090%) Remedy ITSM
7 1 (0.090%) SAP ERP
7 1 (0.090%) SDL Web 8
7 1 (0.090%) Workfront
Cloud Services
1 406 (36.58%) Azure
2 211 (19.01%) AWS
3 154 (13.87%) SaaS
4 130 (11.71%) GCP
5 105 (9.46%) Serverless
6 82 (7.39%) npm
7 75 (6.76%) GitHub
8 46 (4.14%) PaaS
9 37 (3.33%) Amazon SQS
10 34 (3.06%) Amazon Kinesis
11 30 (2.70%) Amazon S3
11 30 (2.70%) Azure Service Bus
12 28 (2.52%) Amazon EC2
13 27 (2.43%) Azure Key Vault
14 25 (2.25%) Amazon CloudWatch
14 25 (2.25%) OpenShift
15 21 (1.89%) AWS Lambda
16 20 (1.80%) Amazon ElastiCache
17 18 (1.62%) Google Workspace
18 17 (1.53%) Azure Pipelines
Communications & Networking
1 42 (3.78%) HTTP
2 36 (3.24%) DNS
3 19 (1.71%) MQTT
4 8 (0.72%) Firewall
5 5 (0.45%) Intranet
6 4 (0.36%) Extranet
6 4 (0.36%) SSL
7 2 (0.18%) Reverse Proxy
8 1 (0.090%) HTTPS
8 1 (0.090%) WPA
Database & Business Intelligence
1 288 (25.95%) SQL Server
2 230 (20.72%) MySQL
3 129 (11.62%) PostgreSQL
4 125 (11.26%) NoSQL
5 120 (10.81%) Redis
5 120 (10.81%) Relational Database
6 44 (3.96%) MariaDB
7 37 (3.33%) HBase
8 35 (3.15%) MongoDB
9 25 (2.25%) Big Data
10 24 (2.16%) RDBMS
11 23 (2.07%) Amazon DynamoDB
12 22 (1.98%) Data Lake
13 20 (1.80%) Azure SQL Database
14 18 (1.62%) Amazon Aurora
15 16 (1.44%) Amazon RDS
16 15 (1.35%) Couchbase
16 15 (1.35%) SQL Server Reporting Services
17 8 (0.72%) Data Warehouse
18 6 (0.54%) Tableau
Development Applications
1 367 (33.06%) Git (software)
2 104 (9.37%) Selenium
3 101 (9.10%) Cypress.io
3 101 (9.10%) webpack
4 94 (8.47%) Jenkins
5 77 (6.94%) Team Foundation Server
6 63 (5.68%) JIRA
7 58 (5.23%) Mockito
8 57 (5.14%) JUnit
9 50 (4.50%) Storybook
9 50 (4.50%) Visual Studio
10 49 (4.41%) Protractor
11 48 (4.32%) Eclipse
12 46 (4.14%) Cucumber
13 40 (3.60%) Sonatype Nexus
14 39 (3.51%) Gradle
15 38 (3.42%) GitLab
15 38 (3.42%) IntelliJ
16 36 (3.24%) PostCSS
17 35 (3.15%) Bitbucket
General
1 282 (25.41%) Social Skills
2 254 (22.88%) Finance
3 88 (7.93%) Analytical Skills
4 69 (6.22%) Marketing
5 66 (5.95%) Banking
6 63 (5.68%) Law
7 58 (5.23%) Inclusion and Diversity
8 30 (2.70%) French Language
9 29 (2.61%) Public Sector
10 25 (2.25%) Documentation Skills
11 22 (1.98%) Pharmaceutical
12 18 (1.62%) Local Government
13 13 (1.17%) Legal
14 12 (1.08%) Manufacturing
15 11 (0.99%) Publishing
16 10 (0.90%) Telecoms
17 8 (0.72%) Organisational Skills
18 7 (0.63%) Retail
18 7 (0.63%) Wearables
19 6 (0.54%) Back Office
Job Titles
1 841 (75.77%) Developer
2 186 (16.76%) Senior Developer
3 185 (16.67%) .NET Developer
4 151 (13.60%) Front End Developer (Client-Side Developer)
5 136 (12.25%) Full Stack Developer
6 129 (11.62%) Software Engineer
7 111 (10.00%) Web Developer
8 102 (9.19%) Software Developer
9 96 (8.65%) C# Developer
10 67 (6.04%) Lead Developer
11 63 (5.68%) React Developer
12 59 (5.32%) PHP Developer
13 55 (4.95%) C# .NET Developer
14 45 (4.05%) .NET Software Developer
15 44 (3.96%) Java Engineer
15 44 (3.96%) Java Software Engineer
16 42 (3.78%) Junior
16 42 (3.78%) Junior Developer
16 42 (3.78%) Senior React Developer
17 40 (3.60%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 860 (77.48%) CSS
2 738 (66.49%) HTML
3 565 (50.90%) AngularJS
4 482 (43.42%) .NET
5 473 (42.61%) jQuery
6 449 (40.45%) React
7 403 (36.31%) HTML5
8 344 (30.99%) Node.js
9 279 (25.14%) CSS3
10 262 (23.60%) ASP.NET
11 256 (23.06%) Sass
12 251 (22.61%) REST
13 200 (18.02%) .NET Framework
14 199 (17.93%) JSON
15 184 (16.58%) Vue.js
16 162 (14.59%) .NET Core
17 152 (13.69%) Redux
18 149 (13.42%) RESTful
19 147 (13.24%) Web Services
19 147 (13.24%) XML
Miscellaneous
1 313 (28.20%) User Experience
2 78 (7.03%) Enterprise Software
3 70 (6.31%) Self-Motivation
4 39 (3.51%) Linux Command Line
4 39 (3.51%) N-Tier
5 38 (3.42%) Mobile App
6 31 (2.79%) Legacy Systems
7 28 (2.52%) Management Information System
8 27 (2.43%) Greenfield Project
9 23 (2.07%) W3C
10 22 (1.98%) e-Health
10 22 (1.98%) e-Learning
11 20 (1.80%) Virtual Team
12 19 (1.71%) Reinsurance
13 14 (1.26%) Blog
13 14 (1.26%) EPoS
14 13 (1.17%) Social Network
15 9 (0.81%) Cyberattack
16 8 (0.72%) Cloud Native
16 8 (0.72%) Social Media
Operating Systems
1 123 (11.08%) Linux
2 57 (5.14%) Windows
3 51 (4.59%) Unix
4 34 (3.06%) Android
5 32 (2.88%) Apple iOS
6 29 (2.61%) Ubuntu
7 23 (2.07%) CentOS
8 11 (0.99%) Alpine Linux
9 7 (0.63%) Red Hat Enterprise Linux
9 7 (0.63%) Windows 10
10 6 (0.54%) Fedora
11 2 (0.18%) Debian
12 1 (0.090%) VMS
12 1 (0.090%) Windows Server
Processes & Methodologies
1 573 (51.62%) Agile Software Development
2 349 (31.44%) DevOps
3 318 (28.65%) MVC
4 299 (26.94%) Full Stack Development
5 291 (26.22%) Software Engineering
6 286 (25.77%) Scrum
7 239 (21.53%) Front End Development
8 229 (20.63%) TDD
9 211 (19.01%) CI/CD
10 197 (17.75%) Microservices
11 195 (17.57%) Test Automation
12 192 (17.30%) Problem-Solving
13 191 (17.21%) Continuous Integration
14 189 (17.03%) Web Development
15 160 (14.41%) Computer Science
16 122 (10.99%) Unit Testing
17 120 (10.81%) BDD
18 113 (10.18%) UX Design
19 106 (9.55%) Mentoring
20 104 (9.37%) SDLC
Programming Languages
1 915 (82.43%) JavaScript
2 442 (39.82%) C#
3 361 (32.52%) SQL
4 260 (23.42%) TypeScript
5 206 (18.56%) Java
6 198 (17.84%) PHP
7 123 (11.08%) Python
8 119 (10.72%) ES6
9 102 (9.19%) PowerShell
10 96 (8.65%) T-SQL
11 48 (4.32%) VB.NET
12 46 (4.14%) ES7
13 39 (3.51%) VB
14 38 (3.42%) Shell Script
15 37 (3.33%) Groovy
16 30 (2.70%) Tcl
17 24 (2.16%) XAML
18 22 (1.98%) Bash
19 21 (1.89%) Scala
20 20 (1.80%) Kotlin
Qualifications
1 251 (22.61%) Degree
2 83 (7.48%) Computer Science Degree
3 39 (3.51%) Security Cleared
4 35 (3.15%) OCP
4 35 (3.15%) Oracle Certification
5 22 (1.98%) Microsoft Certification
6 19 (1.71%) DBS Check
7 16 (1.44%) HNC
7 16 (1.44%) HND
7 16 (1.44%) SANS
8 11 (0.99%) Numerate Degree
9 10 (0.90%) SC Cleared
10 9 (0.81%) ITIL Certification
11 4 (0.36%) DV Cleared
11 4 (0.36%) ITIL Foundation Certificate
12 3 (0.27%) Master's Degree
13 1 (0.090%) PhD
Quality Assurance & Compliance
1 138 (12.43%) QA
2 72 (6.49%) Accessibility
3 32 (2.88%) WCAG
4 3 (0.27%) Cyber Essentials
4 3 (0.27%) Cyber Essentials PLUS
4 3 (0.27%) TickIT
5 2 (0.18%) GDPR
6 1 (0.090%) GRC
6 1 (0.090%) HL7
6 1 (0.090%) PCI DSS
6 1 (0.090%) WAI
System Software
1 202 (18.20%) Docker
2 40 (3.60%) VMware Infrastructure
3 37 (3.33%) HDFS
4 2 (0.18%) Apache ZooKeeper
4 2 (0.18%) VirtualBox
5 1 (0.090%) Active Directory
Systems Management
1 139 (12.52%) Kubernetes
2 51 (4.59%) Ansible
3 48 (4.32%) Terraform
4 43 (3.87%) Opscode Chef
5 42 (3.78%) Prometheus
6 19 (1.71%) Grafana
6 19 (1.71%) HAProxy
6 19 (1.71%) Kibana
6 19 (1.71%) logstash
6 19 (1.71%) Opsgenie
6 19 (1.71%) Pingdom
6 19 (1.71%) ZABBIX
7 16 (1.44%) MIIS
8 8 (0.72%) HP Fortify
9 5 (0.45%) Single Sign-On
10 2 (0.18%) Puppet
11 1 (0.090%) Active Directory Federation Services
11 1 (0.090%) Docker Swarm
11 1 (0.090%) HP ALM
Vendors
1 209 (18.83%) Microsoft
2 96 (8.65%) Google
3 45 (4.05%) VMware
4 43 (3.87%) Okta
5 41 (3.69%) Adobe
6 38 (3.42%) Xamarin
7 25 (2.25%) Telerik
7 25 (2.25%) Zend
8 23 (2.07%) Oracle
9 21 (1.89%) SAP
10 20 (1.80%) New Relic
11 18 (1.62%) NEC
11 18 (1.62%) Northgate
12 17 (1.53%) Sitecore
13 15 (1.35%) ServiceNow
13 15 (1.35%) Sun
14 12 (1.08%) WooCommerce
15 10 (0.90%) Atlassian
16 7 (0.63%) Red Hat
16 7 (0.63%) Salesforce.com