Period
to 12 December 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 12 December 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
12 Dec 2018
Same period 2017 Same period 2016
Rank 844 592 767
Rank change year-on-year -252 +175 -140
Permanent jobs citing Twitter 263 724 447
As % of all permanent IT jobs advertised in England 0.18% 0.43% 0.25%
As % of the Vendors category 0.42% 0.98% 0.58%
Number of salaries quoted 238 642 380
England median annual salary £40,000 £39,250 £43,500
Median salary % change year-on-year +1.91% -9.77% +2.35%
10th Percentile £22,350 £22,000 £26,250
90th Percentile £66,250 £61,250 £68,875
UK median annual salary £40,000 £40,000 £41,250
% change year-on-year - -3.03% -2.94%

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 63,302 74,172 77,052
As % of all permanent IT jobs advertised in England 42.70% 44.15% 43.83%
Number of salaries quoted 49,307 57,923 62,710
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 £81,250 £76,250 £75,000
UK median annual salary £50,000 £47,500 £45,500
% change year-on-year +5.26% +4.40% +1.11%

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 12 December 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 12 December 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 -109 85 £37,500 +7.14% 103
London -40 84 £60,000 +9.09% 97
North West -14 57 £40,000 - 57
South East -51 33 £32,500 -16.13% 46
Midlands -57 27 £25,000 -28.57% 45
South West +20 19 £42,500 - 23
Yorkshire -89 19 £32,500 - 41
West Midlands -9 18 £25,000 -16.67% 23
East of England +17 12 £40,000 +15.11% 29
East Midlands -39 9 £27,500 -21.43% 21
North East +4 8 £35,000 +22.81% 5
Twitter
UK

For the 6 months to 12 December 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.

1 115 (43.73%) Facebook
2 114 (43.35%) Agile Software Development
3 94 (35.74%) C#
4 90 (34.22%) .NET
5 85 (32.32%) Google
6 82 (31.18%) Scrum
7 81 (30.80%) JavaScript
8 77 (29.28%) Finance
9 71 (27.00%) TDD
9 71 (27.00%) SQL Server
10 68 (25.86%) Kanban
11 65 (24.71%) Marketing
12 64 (24.33%) Social Network
12 64 (24.33%) CSS
13 61 (23.19%) HTML
14 55 (20.91%) Enterprise Software
14 55 (20.91%) Twitter Bootstrap
15 54 (20.53%) Continuous Integration
16 53 (20.15%) MVVM
17 52 (19.77%) MSTest
17 52 (19.77%) Dependency Injection
17 52 (19.77%) Inversion of Control
17 52 (19.77%) WPF
17 52 (19.77%) Spring.NET
17 52 (19.77%) Unity DI Container
17 52 (19.77%) Ninject
17 52 (19.77%) NUnit
17 52 (19.77%) SQL Server 2016
18 48 (18.25%) AngularJS
19 45 (17.11%) Social Media

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 18 (6.84%) WordPress
2 14 (5.32%) CMS
3 11 (4.18%) IIS
4 10 (3.80%) Kentico
5 4 (1.52%) SharePoint
6 3 (1.14%) Apache
7 2 (0.76%) Confluence
7 2 (0.76%) Elasticsearch
7 2 (0.76%) Marvel
7 2 (0.76%) Tomcat
8 1 (0.38%) Adobe Experience Manager
8 1 (0.38%) Apache Spark
8 1 (0.38%) Facebook Platform
8 1 (0.38%) JBoss
8 1 (0.38%) nginx
8 1 (0.38%) OpenStack
8 1 (0.38%) Oracle Workflow
8 1 (0.38%) Sitecore CMS
8 1 (0.38%) Skype for Business
8 1 (0.38%) WebSphere
Applications
1 11 (4.18%) Microsoft Excel
2 10 (3.80%) Photoshop
3 8 (3.04%) Microsoft Office
4 7 (2.66%) Adobe Creative Suite
5 6 (2.28%) Microsoft PowerPoint
6 2 (0.76%) Adobe Illustrator
6 2 (0.76%) InVision
7 1 (0.38%) Adobe After Effects
7 1 (0.38%) Adobe Premiere
7 1 (0.38%) InDesign
Business Applications
1 1 (0.38%) Magento
1 1 (0.38%) Salesforce.com CRM
Cloud Services
1 23 (8.75%) Google Analytics
2 22 (8.37%) AdWords
3 19 (7.22%) Microsoft Azure
4 12 (4.56%) Amazon AWS
5 11 (4.18%) npm
6 9 (3.42%) SaaS
7 7 (2.66%) MailChimp
8 5 (1.90%) Google Cloud Platform
9 4 (1.52%) GitHub
9 4 (1.52%) Google Play
10 3 (1.14%) Google App Engine
10 3 (1.14%) Office 365
11 2 (0.76%) Adobe Creative Cloud
11 2 (0.76%) Apple Pay
11 2 (0.76%) AWS Elastic Beanstalk
11 2 (0.76%) Firebase
11 2 (0.76%) G Suite
11 2 (0.76%) Google Pay
11 2 (0.76%) Google Tag Manager
12 1 (0.38%) Asana
Communications & Networking
1 10 (3.80%) DNS
2 6 (2.28%) Internet
3 2 (0.76%) Broadband
3 2 (0.76%) Firewall
3 2 (0.76%) RTMP
3 2 (0.76%) SAN
4 1 (0.38%) AMQP
4 1 (0.38%) DHCP
4 1 (0.38%) Intranet
4 1 (0.38%) Kerberos
4 1 (0.38%) LAN
4 1 (0.38%) Network Security
4 1 (0.38%) SSL
4 1 (0.38%) TCP/IP
4 1 (0.38%) VLAN
4 1 (0.38%) WAN
4 1 (0.38%) Wireless
Database & Business Intelligence
1 71 (27.00%) SQL Server
2 52 (19.77%) SQL Server 2016
3 12 (4.56%) MongoDB
4 10 (3.80%) MySQL
4 10 (3.80%) PostgreSQL
5 6 (2.28%) Big Data
5 6 (2.28%) NoSQL
5 6 (2.28%) SQL Server 2008
6 2 (0.76%) BigQuery
6 2 (0.76%) Relational Database
6 2 (0.76%) SQL Server 2012
7 1 (0.38%) Apache Cassandra
7 1 (0.38%) Couchbase
7 1 (0.38%) Data Lake
7 1 (0.38%) Geospatial Data
7 1 (0.38%) Hadoop
7 1 (0.38%) Hazelcast
7 1 (0.38%) InterSystems Cache
7 1 (0.38%) Power BI
7 1 (0.38%) SQL Server Reporting Services
Development Applications
1 52 (19.77%) MSTest
1 52 (19.77%) NUnit
2 38 (14.45%) Git (software)
3 18 (6.84%) Team Foundation Server
4 13 (4.94%) gulp
5 12 (4.56%) Bower
6 8 (3.04%) Axure RP
6 8 (3.04%) Subversion
7 7 (2.66%) Selenium
8 6 (2.28%) Octopus Deploy
9 5 (1.90%) Jenkins
9 5 (1.90%) JIRA
10 4 (1.52%) Balsamiq Mockups
11 3 (1.14%) Grunt
11 3 (1.14%) JUnit
11 3 (1.14%) webpack
12 2 (0.76%) Bitbucket
12 2 (0.76%) Gradle
12 2 (0.76%) TeamCity
12 2 (0.76%) Visual Studio
General
1 77 (29.28%) Finance
2 65 (24.71%) Marketing
3 30 (11.41%) Advertising
4 24 (9.13%) Retail
5 12 (4.56%) Telecoms
6 7 (2.66%) Electronics
6 7 (2.66%) Games
6 7 (2.66%) Manufacturing
7 5 (1.90%) Brand Awareness
8 4 (1.52%) Banking
8 4 (1.52%) German Language
8 4 (1.52%) Music Industry
9 2 (0.76%) Automotive
9 2 (0.76%) French Language
9 2 (0.76%) Retail Banking
10 1 (0.38%) iGaming
10 1 (0.38%) Investment Banking
10 1 (0.38%) Pharmaceutical
10 1 (0.38%) Portuguese Language
10 1 (0.38%) Spanish Language
Job Titles
1 146 (55.51%) Developer
2 72 (27.38%) .NET Developer
3 61 (23.19%) C# Developer
4 60 (22.81%) C# .NET Developer
5 51 (19.39%) C# WPF Developer
5 51 (19.39%) WPF Developer
6 19 (7.22%) Front End Developer (Client-Side Developer)
7 16 (6.08%) PHP Developer
8 14 (5.32%) JavaScript Developer
9 13 (4.94%) Web Developer
10 12 (4.56%) Full Stack Developer
10 12 (4.56%) Marketing Manager
11 10 (3.80%) Designer
11 10 (3.80%) Paid Search Manager
11 10 (3.80%) Search Manager
12 9 (3.42%) Front End Web Developer (Client-Side Developer)
12 9 (3.42%) Marketing Executive
12 9 (3.42%) Senior Developer
12 9 (3.42%) Software Developer
13 8 (3.04%) UX Designer
Libraries, Frameworks & Software Standards
1 90 (34.22%) .NET
2 64 (24.33%) CSS
3 61 (23.19%) HTML
4 55 (20.91%) Twitter Bootstrap
5 52 (19.77%) Ninject
5 52 (19.77%) Spring.NET
5 52 (19.77%) Unity DI Container
5 52 (19.77%) WPF
6 48 (18.25%) AngularJS
7 39 (14.83%) jQuery
8 31 (11.79%) HTML5
9 24 (9.13%) CSS3
10 20 (7.60%) React
11 19 (7.22%) Sass
12 18 (6.84%) Web Services
13 17 (6.46%) REST
14 15 (5.70%) Node.js
15 14 (5.32%) ASP.NET
16 13 (4.94%) JSON
16 13 (4.94%) RESTful
Miscellaneous
1 64 (24.33%) Social Network
2 55 (20.91%) Enterprise Software
3 45 (17.11%) Social Media
4 39 (14.83%) User Experience
5 14 (5.32%) Blog
6 9 (3.42%) Analytical Skills
7 6 (2.28%) Self-Motivation
8 5 (1.90%) Linux Command Line
9 4 (1.52%) Mobile App
9 4 (1.52%) Virtual Team
10 3 (1.14%) Algorithms
10 3 (1.14%) Fintech
10 3 (1.14%) Greenfield Project
11 2 (0.76%) Acoustics
11 2 (0.76%) Animation
11 2 (0.76%) Digital Media
11 2 (0.76%) Marketing Technology
11 2 (0.76%) Mobile Banking
11 2 (0.76%) Photography
11 2 (0.76%) Public Cloud
Operating Systems
1 22 (8.37%) Linux
2 14 (5.32%) Windows
3 9 (3.42%) Android
4 7 (2.66%) Apple iOS
5 6 (2.28%) Windows Server
6 3 (1.14%) Unix
7 2 (0.76%) Debian
7 2 (0.76%) Windows Phone
8 1 (0.38%) CentOS
8 1 (0.38%) Kali Linux
8 1 (0.38%) Mac OS X
8 1 (0.38%) Red Hat Enterprise Linux
8 1 (0.38%) Ubuntu
8 1 (0.38%) VMS
8 1 (0.38%) Windows Server 2008
8 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 114 (43.35%) Agile Software Development
2 82 (31.18%) Scrum
3 71 (27.00%) TDD
4 68 (25.86%) Kanban
5 54 (20.53%) Continuous Integration
6 53 (20.15%) MVVM
7 52 (19.77%) Dependency Injection
7 52 (19.77%) Inversion of Control
8 41 (15.59%) Analytics
9 39 (14.83%) Digital Marketing
10 34 (12.93%) MVC
11 32 (12.17%) Front End Development
12 25 (9.51%) Web Development
13 24 (9.13%) E-Commerce
14 22 (8.37%) Lead Generation
15 19 (7.22%) OO
15 19 (7.22%) OOP
15 19 (7.22%) Problem-Solving
16 18 (6.84%) Project Management
17 16 (6.08%) SEO
Programming Languages
1 94 (35.74%) C#
2 81 (30.80%) JavaScript
3 37 (14.07%) SQL
4 26 (9.89%) Java
4 26 (9.89%) PHP
5 22 (8.37%) Python
6 12 (4.56%) T-SQL
7 10 (3.80%) PowerShell
8 7 (2.66%) C++
8 7 (2.66%) PHP 5
9 6 (2.28%) TypeScript
10 4 (1.52%) Ruby
11 3 (1.14%) ES6
11 3 (1.14%) ES7
11 3 (1.14%) Kotlin
11 3 (1.14%) Scala
12 2 (0.76%) Apple Swift
12 2 (0.76%) Bash Shell
12 2 (0.76%) Go
12 2 (0.76%) MATLAB
Qualifications
1 30 (11.41%) Degree
2 4 (1.52%) Computer Science Degree
3 3 (1.14%) Cisco Certification
3 3 (1.14%) ISEB
4 1 (0.38%) (ISC)2 CCSP
4 1 (0.38%) BICSI RCDD
4 1 (0.38%) CCNA
4 1 (0.38%) CCSP
4 1 (0.38%) CEH
4 1 (0.38%) CHFI
4 1 (0.38%) CISSP
4 1 (0.38%) DBS Check
4 1 (0.38%) ECIH
4 1 (0.38%) GCIH
4 1 (0.38%) GIAC
4 1 (0.38%) Microsoft Certification
4 1 (0.38%) OSCE
4 1 (0.38%) OSCP
4 1 (0.38%) PhD
4 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 4 (1.52%) QA
2 2 (0.76%) WCAG
System Software
1 10 (3.80%) Docker
2 4 (1.52%) VMware Infrastructure
3 3 (1.14%) Active Directory
4 1 (0.38%) Hyper-V
4 1 (0.38%) VMware ESXi
4 1 (0.38%) vSphere
4 1 (0.38%) XenApp
Systems Management
1 2 (0.76%) Kubernetes
1 2 (0.76%) Terraform
2 1 (0.38%) Ansible
2 1 (0.38%) Nessus
2 1 (0.38%) Nmap
2 1 (0.38%) OpenVAS
2 1 (0.38%) QRadar
Vendors
1 115 (43.73%) Facebook
2 85 (32.32%) Google
3 18 (6.84%) Adobe
4 16 (6.08%) Microsoft
5 9 (3.42%) Rackspace
5 9 (3.42%) Zend
6 8 (3.04%) SAP
7 5 (1.90%) IBM
7 5 (1.90%) Salesforce.com
8 4 (1.52%) Apple
8 4 (1.52%) Hootsuite
8 4 (1.52%) Oracle
8 4 (1.52%) PayPal
8 4 (1.52%) VMware
9 3 (1.14%) BT
9 3 (1.14%) Cisco
9 3 (1.14%) DoubleClick
9 3 (1.14%) HubSpot
9 3 (1.14%) Pardot
9 3 (1.14%) Xamarin