Period
to 23 August 2017

The table below provides summary statistics for permanent job vacancies 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 23 August 2017 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
6 months to
23 Aug 2017
Same period 2016 Same period 2015
Rank 812 738 573
Rank change year-on-year -74 -165 -89
Permanent jobs citing Twitter 399 564 958
As % of all permanent IT jobs advertised in the UK 0.23% 0.29% 0.44%
As % of the Vendors category 0.51% 0.65% 0.95%
Number of salaries quoted 330 474 655
UK median annual salary £42,500 £44,000 £40,000
Median salary % change year-on-year -3.41% +10.00% -
10th Percentile £25,225 £26,475 £26,250
90th Percentile £75,000 £66,250 £65,000
UK excluding London median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 78363 87307 100566
As % of all permanent IT jobs advertised in the UK 44.53% 44.37% 46.43%
Number of salaries quoted 60937 70984 81235
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Twitter
Job Vacancy Trend

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

Job vacancy trend for Twitter in the UK

Twitter
Salary Trend

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

Salary trend for Twitter in the UK

Twitter
Salary Histogram

The salary distribution of IT jobs citing Twitter over the 6 months to 23 August 2017.

Salary histogram for Twitter in the UK

Twitter
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter within the UK over the 6 months to 23 August 2017. 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
England -73 352 £45,000 - 201
UK excluding London -12 224 £40,000 +6.67% 168
London -58 152 £55,000 - 35
North of England -18 64 £40,000 +23.08% 67
South East +34 55 £37,250 -6.88% 22
North West -40 44 £42,500 +20.57% 35
East of England +33 41 £37,750 -1.31% 9
Midlands -7 28 £40,000 -25.58% 46
East Midlands +27 22 £40,000 +6.67% 33
Yorkshire +24 17 £35,000 +4.48% 32
Wales - 15 £40,000 -
South West -26 12 £40,000 +31.15% 22
Scotland +5 9 £35,000 -12.50% 2
West Midlands -33 6 £41,250 -31.25% 12
North East +6 3 £21,500 -30.11%

For the 6 months to 23 August 2017, IT jobs citing Twitter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Twitter.

1 223 (55.89%) Facebook
2 157 (39.35%) Marketing
3 137 (34.34%) SQL Server
4 136 (34.09%) .NET
4 136 (34.09%) Agile Software Development
5 133 (33.33%) HTML
6 130 (32.58%) C#
7 127 (31.83%) Finance
8 125 (31.33%) JavaScript
9 124 (31.08%) CSS
10 103 (25.81%) Scrum
11 98 (24.56%) TDD
12 95 (23.81%) Social Media
13 89 (22.31%) Enterprise Software
14 84 (21.05%) jQuery
15 81 (20.30%) NUnit
15 81 (20.30%) Social Network
15 81 (20.30%) Continuous Integration
16 80 (20.05%) Inversion of Control
16 80 (20.05%) Ninject
16 80 (20.05%) Windows
17 79 (19.80%) Twitter Bootstrap
18 78 (19.55%) Kanban
19 77 (19.30%) WPF
19 77 (19.30%) HTML5
20 76 (19.05%) MSTest
20 76 (19.05%) MVVM
20 76 (19.05%) Dependency Injection
20 76 (19.05%) Spring.NET
20 76 (19.05%) Unity DI Container

Twitter
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 30 (7.52%) CMS
2 23 (5.76%) WordPress
3 21 (5.26%) Drupal
4 17 (4.26%) Elasticsearch
5 15 (3.76%) Umbraco
6 13 (3.26%) Sitecore CMS
6 13 (3.26%) Sitefinity
7 10 (2.51%) SAS
8 9 (2.26%) Apache
8 9 (2.26%) IIS
9 7 (1.75%) Apache Spark
10 6 (1.50%) Tomcat
11 5 (1.25%) Kentico
11 5 (1.25%) Skype for Business
12 4 (1.00%) Oracle SOA Suite
13 3 (0.75%) Confluence
13 3 (0.75%) ExpressionEngine
13 3 (0.75%) nginx
14 1 (0.25%) Facebook Platform
14 1 (0.25%) Telligent Community
Applications
1 22 (5.51%) Microsoft Office
2 21 (5.26%) Microsoft Excel
3 16 (4.01%) Microsoft PowerPoint
4 11 (2.76%) Moqups
4 11 (2.76%) SPSS
5 8 (2.01%) Photoshop
6 5 (1.25%) InDesign
7 2 (0.50%) Adobe After Effects
7 2 (0.50%) Adobe Illustrator
7 2 (0.50%) Chatbot
8 1 (0.25%) LaTeX
8 1 (0.25%) Spreadsheet
Business Applications
1 6 (1.50%) Magento
2 5 (1.25%) NetSuite
3 4 (1.00%) Revive Adserver
4 1 (0.25%) Adobe Campaign
4 1 (0.25%) Dynamics AX
4 1 (0.25%) FastStats PeopleStage
4 1 (0.25%) Sage X3
4 1 (0.25%) SAP Business One
4 1 (0.25%) Unica
4 1 (0.25%) Unit4 Business World
Cloud Services
1 52 (13.03%) Amazon AWS
2 23 (5.76%) SaaS
3 19 (4.76%) Google Analytics
4 18 (4.51%) Microsoft Azure
5 8 (2.01%) AdWords
5 8 (2.01%) Google Cloud Platform
6 7 (1.75%) Amazon SQS
6 7 (1.75%) AWS CloudFormation
6 7 (1.75%) AWS Lambda
7 6 (1.50%) Cloud Computing
7 6 (1.50%) GitHub
8 5 (1.25%) Amazon S3
8 5 (1.25%) BrowserStack
9 4 (1.00%) Boomi
9 4 (1.00%) MailChimp
10 3 (0.75%) Amazon Kinesis
10 3 (0.75%) BlueKai
10 3 (0.75%) Heroku
10 3 (0.75%) Oracle CX
10 3 (0.75%) Slack
Communications & Networking
1 14 (3.51%) Internet
2 11 (2.76%) HTTP
2 11 (2.76%) Intranet
3 8 (2.01%) LAN
4 6 (1.50%) DNS
5 3 (0.75%) AMQP
6 2 (0.50%) LDAP
6 2 (0.50%) SMS
7 1 (0.25%) SSL
Database & Business Intelligence
1 137 (34.34%) SQL Server
2 45 (11.28%) SQL Server 2014
3 34 (8.52%) MySQL
3 34 (8.52%) SQL Server 2016
4 21 (5.26%) MongoDB
5 20 (5.01%) PostgreSQL
6 11 (2.76%) Big Data
7 9 (2.26%) Hadoop
8 8 (2.01%) NoSQL
8 8 (2.01%) Redis
9 7 (1.75%) Amazon DynamoDB
10 6 (1.50%) Apache Cassandra
10 6 (1.50%) Data Mining
11 5 (1.25%) Data Warehouse
12 4 (1.00%) Neo4j
13 3 (0.75%) Azure SQL Database
13 3 (0.75%) QlikView
13 3 (0.75%) Relational Database
13 3 (0.75%) SQL Server 2008
13 3 (0.75%) SQL Server 2012
Development Applications
1 81 (20.30%) NUnit
2 76 (19.05%) MSTest
3 52 (13.03%) Git (software)
4 42 (10.53%) Moq
4 42 (10.53%) Rhino Mocks
5 14 (3.51%) Subversion
6 12 (3.01%) Visual Studio
7 9 (2.26%) gulp
7 9 (2.26%) TeamCity
8 8 (2.01%) Eclipse
8 8 (2.01%) JIRA
8 8 (2.01%) Selenium
9 7 (1.75%) Jasmine
9 7 (1.75%) Jenkins
9 7 (1.75%) WebDriver
10 6 (1.50%) Octopus Deploy
11 5 (1.25%) Bitbucket
11 5 (1.25%) JUnit
12 4 (1.00%) IntelliJ
12 4 (1.00%) ReSharper
General
1 157 (39.35%) Marketing
2 127 (31.83%) Finance
3 37 (9.27%) Electronics
3 37 (9.27%) Manufacturing
4 30 (7.52%) Advertising
5 27 (6.77%) Telecoms
6 21 (5.26%) Games
7 18 (4.51%) Retail
8 7 (1.75%) Banking
9 6 (1.50%) Law
10 5 (1.25%) Brand Awareness
11 3 (0.75%) Publishing
12 2 (0.50%) German Language
12 2 (0.50%) Multimedia
13 1 (0.25%) Financial Institution
13 1 (0.25%) French Language
13 1 (0.25%) Front Office
13 1 (0.25%) Italian Language
13 1 (0.25%) Music Industry
13 1 (0.25%) Spanish Language
Job Titles
1 223 (55.89%) Developer
2 105 (26.32%) .NET Developer
3 84 (21.05%) C# .NET Developer
3 84 (21.05%) C# Developer
4 76 (19.05%) C# WPF Developer
4 76 (19.05%) WPF Developer
5 30 (7.52%) Senior Developer
6 27 (6.77%) PHP Developer
7 24 (6.02%) Front End Developer (Client-Side Developer)
8 22 (5.51%) Web Developer
9 21 (5.26%) JavaScript Developer
10 15 (3.76%) Analyst
10 15 (3.76%) Software Developer
11 14 (3.51%) Full Stack Developer
12 12 (3.01%) Marketing Manager
12 12 (3.01%) Software Engineer
13 10 (2.51%) Digital Executive
13 10 (2.51%) Marketing Analyst
13 10 (2.51%) Support Engineer
14 9 (2.26%) Consultant
Libraries, Frameworks & Software Standards
1 136 (34.09%) .NET
2 133 (33.33%) HTML
3 124 (31.08%) CSS
4 84 (21.05%) jQuery
5 80 (20.05%) Ninject
6 79 (19.80%) Twitter Bootstrap
7 77 (19.30%) HTML5
7 77 (19.30%) WPF
8 76 (19.05%) Spring.NET
8 76 (19.05%) Unity DI Container
9 60 (15.04%) WinForms
10 51 (12.78%) AngularJS
11 43 (10.78%) Node.js
12 42 (10.53%) Castle Windsor
13 40 (10.03%) CSS3
14 38 (9.52%) React
15 34 (8.52%) RESTful
16 31 (7.77%) ASP.NET
16 31 (7.77%) Sass
17 25 (6.27%) Web Services
Miscellaneous
1 95 (23.81%) Social Media
2 89 (22.31%) Enterprise Software
3 81 (20.30%) Social Network
4 39 (9.77%) Analytical Skills
4 39 (9.77%) User Experience
5 29 (7.27%) Blog
6 24 (6.02%) Mobile App
7 16 (4.01%) Fintech
8 13 (3.26%) Computer Science
9 11 (2.76%) Arduino
9 11 (2.76%) Greenfield Project
9 11 (2.76%) Virtual Team
10 7 (1.75%) BBC
11 6 (1.50%) PlayStation
11 6 (1.50%) Xbox
12 5 (1.25%) Internet of Things
12 5 (1.25%) iPhone
12 5 (1.25%) Management Information System
13 4 (1.00%) Animation
13 4 (1.00%) Enterprise Cloud
Operating Systems
1 80 (20.05%) Windows
2 49 (12.28%) Linux
3 44 (11.03%) Android
4 38 (9.52%) Apple iOS
5 5 (1.25%) Amazon Linux
5 5 (1.25%) CentOS
5 5 (1.25%) Windows Phone
6 3 (0.75%) Mac OS
6 3 (0.75%) Mac OS X
7 1 (0.25%) Debian
7 1 (0.25%) Unix
Processes & Methodologies
1 136 (34.09%) Agile Software Development
2 103 (25.81%) Scrum
3 98 (24.56%) TDD
4 81 (20.30%) Continuous Integration
5 80 (20.05%) Inversion of Control
6 78 (19.55%) Kanban
7 76 (19.05%) Dependency Injection
7 76 (19.05%) MVVM
8 75 (18.80%) Digital Marketing
9 63 (15.79%) Analytics
10 56 (14.04%) MVC
11 50 (12.53%) Business Intelligence
12 35 (8.77%) CRM
13 34 (8.52%) E-Commerce
14 32 (8.02%) Web Development
15 31 (7.77%) OO
16 30 (7.52%) Programme Management
16 30 (7.52%) SEO
16 30 (7.52%) Software Engineering
16 30 (7.52%) Visualisation
Programming Languages
1 130 (32.58%) C#
2 125 (31.33%) JavaScript
3 73 (18.30%) PHP
3 73 (18.30%) SQL
4 36 (9.02%) Java
5 27 (6.77%) Python
6 22 (5.51%) PHP 7
7 14 (3.51%) Ruby
7 14 (3.51%) T-SQL
8 13 (3.26%) C
9 10 (2.51%) ES6
10 9 (2.26%) C++
11 8 (2.01%) Go
11 8 (2.01%) TypeScript
12 5 (1.25%) HQL
12 5 (1.25%) PHP 5
12 5 (1.25%) R
12 5 (1.25%) Scala
13 3 (0.75%) Assembly Language
13 3 (0.75%) MATLAB
Qualifications
1 59 (14.79%) Degree
2 10 (2.51%) Numerate Degree
3 8 (2.01%) Master's Degree
4 6 (1.50%) Computer Science Degree
5 4 (1.00%) ISEB
5 4 (1.00%) PhD
6 2 (0.50%) Analytics IQ
6 2 (0.50%) AWS Certification
6 2 (0.50%) DBS Check
7 1 (0.25%) MBA
Quality Assurance & Compliance
1 15 (3.76%) QA
2 5 (1.25%) SLA
3 3 (0.75%) Data Quality
4 2 (0.50%) ISO/IEC 20000
System Software
1 8 (2.01%) Docker
2 5 (1.25%) Active Directory
3 2 (0.50%) Virtual Machines
3 2 (0.50%) VMware Infrastructure
Systems Management
1 6 (1.50%) Kubernetes
2 5 (1.25%) Ansible
3 3 (0.75%) Opscode Chef
4 2 (0.50%) Systems Management Server (SMS)
Vendors
1 223 (55.89%) Facebook
2 65 (16.29%) Google
3 46 (11.53%) Microsoft
4 31 (7.77%) SAP
5 20 (5.01%) Adobe
6 14 (3.51%) Oracle
7 13 (3.26%) Sitecore
8 11 (2.76%) Zend
9 8 (2.01%) Apple
9 8 (2.01%) Cognizant
9 8 (2.01%) Salesforce.com
10 6 (1.50%) IBM
10 6 (1.50%) Rackspace
10 6 (1.50%) Sony
10 6 (1.50%) TIBCO
11 5 (1.25%) EMC
11 5 (1.25%) Hootsuite
11 5 (1.25%) Informatica
11 5 (1.25%) Tableau
12 4 (1.00%) Workday