Period
to 20 October 2018

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Twitter products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Twitter over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Twitter, Inc.

Twitter
UK > England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 633 844 782
Rank change year-on-year +211 -62 -183
Permanent jobs citing Twitter 559 313 467
As % of all permanent IT jobs advertised in England 0.37% 0.19% 0.26%
As % of the Vendors category 0.86% 0.43% 0.59%
Number of salaries quoted 512 245 400
England median annual salary £37,500 £47,500 £42,500
Median salary % change year-on-year -21.05% +11.76% +6.25%
10th Percentile £21,250 £27,500 £26,250
90th Percentile £62,500 £75,000 £67,500
UK median annual salary £37,500 £45,000 £40,000
% change year-on-year -16.67% +12.50% -

Twitter is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 65,184 72,421 78,891
As % of all permanent IT jobs advertised in England 42.79% 44.27% 43.79%
Number of salaries quoted 51,040 56,400 64,374
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Twitter
Job Vacancy Trend in England

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

Job vacancy trend for Twitter in England

Twitter
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Twitter in England.

Salary trend for Twitter in England

Twitter
Salary Histogram in England

The salary distribution of IT jobs citing Twitter in England over the 6 months to 20 October 2018.

Salary histogram for Twitter in England

Twitter
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 within the England region over the 6 months to 20 October 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
North of England +204 221 £36,000 -10.00% 99
Midlands +114 114 £30,000 -25.00% 56
Yorkshire +118 110 £33,500 -16.25% 28
North West +80 101 £38,500 -9.41% 66
London -13 100 £55,000 - 80
West Midlands +103 77 £25,000 -37.50% 36
South East +22 69 £38,750 -13.89% 60
South West +35 37 £42,500 -5.56% 25
East Midlands +18 37 £35,000 -12.50% 20
East of England -1 15 £35,000 -30.00% 12
North East -2 9 £30,000 +20.00% 5
Twitter
UK

For the 6 months to 20 October 2018, IT jobs citing Twitter 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.

1 304 (54.38%) Google
2 237 (42.40%) Agile Software Development
3 183 (32.74%) JavaScript
4 173 (30.95%) C#
5 169 (30.23%) .NET
6 162 (28.98%) HTML
7 151 (27.01%) CSS
8 137 (24.51%) Facebook
9 124 (22.18%) Marketing
10 123 (22.00%) SQL Server
11 110 (19.68%) MVC
12 106 (18.96%) Scrum
13 101 (18.07%) Finance
14 99 (17.71%) TDD
15 90 (16.10%) AngularJS
15 90 (16.10%) Analytics
16 89 (15.92%) SQL
17 85 (15.21%) E-Commerce
18 78 (13.95%) Kanban
19 77 (13.77%) Git (software)
20 76 (13.60%) PHP
21 75 (13.42%) Social Media
22 73 (13.06%) jQuery
22 73 (13.06%) Social Network
23 70 (12.52%) Continuous Integration
24 69 (12.34%) User Experience
25 68 (12.16%) ASP.NET
26 67 (11.99%) Digital Marketing
27 65 (11.63%) Degree
27 65 (11.63%) HTML5

Twitter
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 27 (4.83%) CMS
2 23 (4.11%) WordPress
3 8 (1.43%) Apache Spark
4 7 (1.25%) Apache
5 6 (1.07%) IIS
6 5 (0.89%) Confluence
6 5 (0.89%) Kentico
6 5 (0.89%) SharePoint
7 4 (0.72%) Sitecore CMS
7 4 (0.72%) Umbraco
8 3 (0.54%) Drupal
8 3 (0.54%) Marvel
9 2 (0.36%) JBoss
9 2 (0.36%) Joomla!
9 2 (0.36%) nginx
9 2 (0.36%) Tomcat
9 2 (0.36%) WebLogic
10 1 (0.18%) ArcGIS
10 1 (0.18%) MS Exchange
10 1 (0.18%) Oracle Workflow
Applications
1 21 (3.76%) Photoshop
2 12 (2.15%) Microsoft Excel
3 10 (1.79%) Microsoft Office
4 8 (1.43%) InDesign
4 8 (1.43%) Microsoft PowerPoint
5 4 (0.72%) Adobe Creative Suite
5 4 (0.72%) Adobe Illustrator
6 3 (0.54%) Adobe Premiere
6 3 (0.54%) InVision
7 2 (0.36%) Adobe After Effects
8 1 (0.18%) HipChat
8 1 (0.18%) Siemens NX
Business Applications
1 13 (2.33%) Magento
2 5 (0.89%) Shopify
3 2 (0.36%) Eikon
3 2 (0.36%) Salesforce.com CRM
4 1 (0.18%) Dynamics AX
4 1 (0.18%) NetSuite
4 1 (0.18%) Payment Gateway
Cloud Services
1 46 (8.23%) AdWords
2 44 (7.87%) Google Analytics
3 32 (5.72%) Microsoft Azure
4 25 (4.47%) Amazon AWS
5 12 (2.15%) npm
6 10 (1.79%) MailChimp
7 8 (1.43%) Adobe Creative Cloud
7 8 (1.43%) GitHub
8 7 (1.25%) Google Tag Manager
8 7 (1.25%) SaaS
9 6 (1.07%) Office 365
10 4 (0.72%) Google Cloud Platform
11 3 (0.54%) Firebase
11 3 (0.54%) G Suite
11 3 (0.54%) Google App Engine
11 3 (0.54%) Google Play
12 2 (0.36%) Serverless
12 2 (0.36%) Slack
13 1 (0.18%) Azure Functions
13 1 (0.18%) Yarn
Communications & Networking
1 9 (1.61%) Internet
2 7 (1.25%) Firewall
3 5 (0.89%) SAN
4 4 (0.72%) VoIP
5 3 (0.54%) DNS
5 3 (0.54%) TCP/IP
6 2 (0.36%) HTTP
6 2 (0.36%) LAN
6 2 (0.36%) Network Security
6 2 (0.36%) Skype
6 2 (0.36%) WAN
6 2 (0.36%) WebEx
6 2 (0.36%) Wi-Fi
7 1 (0.18%) AMQP
7 1 (0.18%) Bluetooth
7 1 (0.18%) Broadband
7 1 (0.18%) Intranet
7 1 (0.18%) SSH
7 1 (0.18%) SSL
7 1 (0.18%) Wireless
Database & Business Intelligence
1 123 (22.00%) SQL Server
2 61 (10.91%) SQL Server 2016
3 39 (6.98%) MySQL
4 21 (3.76%) MongoDB
5 17 (3.04%) Big Data
6 13 (2.33%) PostgreSQL
7 11 (1.97%) SQL Server Reporting Services
8 7 (1.25%) Apache Cassandra
8 7 (1.25%) NoSQL
8 7 (1.25%) SQL Server 2008
9 6 (1.07%) SQL Server Integration Services
10 5 (0.89%) Hadoop
10 5 (0.89%) Relational Database
11 4 (0.72%) Data Warehouse
12 3 (0.54%) Data Mining
12 3 (0.54%) QlikView
12 3 (0.54%) SQL Server 2012
12 3 (0.54%) SQL Server Analysis Services
13 2 (0.36%) Couchbase
13 2 (0.36%) Qlik Sense
Development Applications
1 77 (13.77%) Git (software)
2 61 (10.91%) NUnit
3 60 (10.73%) MSTest
4 23 (4.11%) Team Foundation Server
5 17 (3.04%) Selenium
6 15 (2.68%) Subversion
7 12 (2.15%) Bower
8 11 (1.97%) Jenkins
9 10 (1.79%) JIRA
10 9 (1.61%) gulp
10 9 (1.61%) JUnit
10 9 (1.61%) Octopus Deploy
11 8 (1.43%) Axure RP
11 8 (1.43%) Grunt
11 8 (1.43%) Moq
12 7 (1.25%) Cucumber
12 7 (1.25%) Gradle
13 6 (1.07%) Rhino Mocks
13 6 (1.07%) TeamCity
14 5 (0.89%) Visual Studio
General
1 124 (22.18%) Marketing
2 101 (18.07%) Finance
3 52 (9.30%) Retail
4 38 (6.80%) Advertising
5 21 (3.76%) Games
6 10 (1.79%) Manufacturing
7 9 (1.61%) Automotive
8 8 (1.43%) Brand Awareness
9 7 (1.25%) Banking
9 7 (1.25%) Telecoms
10 4 (0.72%) Electronics
10 4 (0.72%) Pharmaceutical
11 3 (0.54%) German Language
11 3 (0.54%) Music Industry
12 2 (0.36%) Back Office
13 1 (0.18%) Financial Institution
13 1 (0.18%) Legal
13 1 (0.18%) Portuguese Language
13 1 (0.18%) Publishing
13 1 (0.18%) Spanish Language
Job Titles
1 301 (53.85%) Developer
2 115 (20.57%) .NET Developer
3 76 (13.60%) C# Developer
4 74 (13.24%) C# .NET Developer
5 54 (9.66%) C# WPF Developer
5 54 (9.66%) WPF Developer
6 52 (9.30%) PHP Developer
7 44 (7.87%) Senior Developer
8 31 (5.55%) Front End Developer (Client-Side Developer)
8 31 (5.55%) Junior
9 25 (4.47%) Designer
10 24 (4.29%) JavaScript Developer
10 24 (4.29%) Junior Developer
11 23 (4.11%) Analyst
11 23 (4.11%) Full Stack Developer
12 22 (3.94%) Software Developer
12 22 (3.94%) Web Developer
13 20 (3.58%) Java Developer
13 20 (3.58%) Senior .NET Developer
14 19 (3.40%) Graduate
Libraries, Frameworks & Software Standards
1 169 (30.23%) .NET
2 162 (28.98%) HTML
3 151 (27.01%) CSS
4 90 (16.10%) AngularJS
5 73 (13.06%) jQuery
6 68 (12.16%) ASP.NET
7 65 (11.63%) HTML5
8 62 (11.09%) WPF
9 60 (10.73%) Ninject
9 60 (10.73%) Spring.NET
9 60 (10.73%) Unity DI Container
10 56 (10.02%) Twitter Bootstrap
11 47 (8.41%) CSS3
11 47 (8.41%) React
12 33 (5.90%) ASP.NET MVC
13 30 (5.37%) Web Services
14 27 (4.83%) .NET Framework
15 24 (4.29%) Node.js
16 23 (4.11%) REST
16 23 (4.11%) XML
Miscellaneous
1 75 (13.42%) Social Media
2 73 (13.06%) Social Network
3 69 (12.34%) User Experience
4 61 (10.91%) Enterprise Software
5 25 (4.47%) Computer Science
5 25 (4.47%) Greenfield Project
6 24 (4.29%) Analytical Skills
7 19 (3.40%) Self-Motivation
8 16 (2.86%) Blog
9 13 (2.33%) Mobile App
10 10 (1.79%) Tandem
11 6 (1.07%) Graphic Design
11 6 (1.07%) Linux Command Line
12 5 (0.89%) Fintech
12 5 (0.89%) Virtual Team
13 4 (0.72%) Algorithms
13 4 (0.72%) Driving Licence
13 4 (0.72%) Smartphone
14 3 (0.54%) FMCG
14 3 (0.54%) Public Cloud
Operating Systems
1 44 (7.87%) Linux
2 35 (6.26%) Windows
3 13 (2.33%) Windows Server
4 11 (1.97%) Android
5 9 (1.61%) Apple iOS
5 9 (1.61%) Unix
6 3 (0.54%) Mac OS X
6 3 (0.54%) Windows Phone
7 1 (0.18%) CentOS
7 1 (0.18%) Debian
7 1 (0.18%) Kali Linux
7 1 (0.18%) Red Hat Enterprise Linux
7 1 (0.18%) Ubuntu
7 1 (0.18%) VMS
7 1 (0.18%) Windows Server 2008
7 1 (0.18%) Windows Server 2012
Processes & Methodologies
1 237 (42.40%) Agile Software Development
2 110 (19.68%) MVC
3 106 (18.96%) Scrum
4 99 (17.71%) TDD
5 90 (16.10%) Analytics
6 85 (15.21%) E-Commerce
7 78 (13.95%) Kanban
8 70 (12.52%) Continuous Integration
9 67 (11.99%) Digital Marketing
10 62 (11.09%) Dependency Injection
10 62 (11.09%) MVVM
11 60 (10.73%) Inversion of Control
12 53 (9.48%) Problem-Solving
12 53 (9.48%) SEO
13 52 (9.30%) Web Development
14 47 (8.41%) Front End Development
15 43 (7.69%) SDLC
16 39 (6.98%) Lead Generation
16 39 (6.98%) OOP
17 38 (6.80%) Creative Thinking
Programming Languages
1 183 (32.74%) JavaScript
2 173 (30.95%) C#
3 89 (15.92%) SQL
4 76 (13.60%) PHP
5 58 (10.38%) Java
6 35 (6.26%) Python
7 13 (2.33%) C++
8 11 (1.97%) PowerShell
8 11 (1.97%) T-SQL
9 9 (1.61%) PHP 5
9 9 (1.61%) Ruby
10 7 (1.25%) Scala
10 7 (1.25%) TypeScript
11 6 (1.07%) R
12 4 (0.72%) C
12 4 (0.72%) Go
12 4 (0.72%) Kotlin
12 4 (0.72%) VB.NET
13 3 (0.54%) Delphi
13 3 (0.54%) Fortran
Qualifications
1 65 (11.63%) Degree
2 21 (3.76%) Computer Science Degree
3 7 (1.25%) PhD
4 6 (1.07%) Security Cleared
5 5 (0.89%) Cisco Certification
5 5 (0.89%) ISEB
6 3 (0.54%) CCNA
6 3 (0.54%) DBS Check
7 1 (0.18%) (ISC)2 CCSP
7 1 (0.18%) CCNP
7 1 (0.18%) CCSP
7 1 (0.18%) CISSP
7 1 (0.18%) Citrix Certification
7 1 (0.18%) ECIH
7 1 (0.18%) GCIH
7 1 (0.18%) GIAC
7 1 (0.18%) Master's Degree
7 1 (0.18%) Microsoft Certification
7 1 (0.18%) OSCE
7 1 (0.18%) OSCP
Quality Assurance & Compliance
1 11 (1.97%) QA
2 2 (0.36%) Data Quality
3 1 (0.18%) GDPR
3 1 (0.18%) PMO
3 1 (0.18%) WCAG
System Software
1 20 (3.58%) Docker
2 6 (1.07%) Active Directory
3 5 (0.89%) VMware Infrastructure
4 3 (0.54%) Hyper-V
5 1 (0.18%) Virtual Machines
5 1 (0.18%) VMware ESXi
5 1 (0.18%) vSphere
5 1 (0.18%) XenApp
Systems Management
1 3 (0.54%) Terraform
2 2 (0.36%) Ansible
2 2 (0.36%) Kubernetes
2 2 (0.36%) Opscode Chef
3 1 (0.18%) Nagios
3 1 (0.18%) Nessus
3 1 (0.18%) Nmap
3 1 (0.18%) OpenVAS
3 1 (0.18%) Puppet
3 1 (0.18%) QRadar
3 1 (0.18%) TeamSite
Vendors
1 304 (54.38%) Google
2 137 (24.51%) Facebook
3 28 (5.01%) Adobe
4 27 (4.83%) Microsoft
5 18 (3.22%) Zend
6 11 (1.97%) DoubleClick
7 10 (1.79%) Salesforce.com
8 9 (1.61%) Hootsuite
9 7 (1.25%) Oracle
9 7 (1.25%) Xamarin
10 5 (0.89%) Marin
10 5 (0.89%) PayPal
10 5 (0.89%) SAP
10 5 (0.89%) Screaming Frog
10 5 (0.89%) VMware
11 4 (0.72%) BT
11 4 (0.72%) HubSpot
11 4 (0.72%) Kenshoo
11 4 (0.72%) Pardot
11 4 (0.72%) WooCommerce