Period
to 21 May 2019

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 21 May 2019 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
21 May 2019
Same period 2018 Same period 2017
Rank 876 537 709
Rank change year-on-year -339 +172 -82
Permanent jobs citing Twitter 222 887 501
As % of all permanent IT jobs advertised in the UK 0.15% 0.52% 0.30%
As % of the Vendors category 0.36% 1.18% 0.67%
Number of salaries quoted 172 801 411
UK median annual salary £45,000 £36,000 £42,500
Median salary % change year-on-year +25.00% -15.29% -5.56%
10th Percentile £26,250 £22,500 £23,000
90th Percentile £67,500 £61,250 £77,500
UK excluding London median annual salary £37,500 £35,000 £35,000
% change year-on-year +7.14% - -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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 61,085 75,439 74,666
As % of all permanent IT jobs advertised in the UK 42.37% 43.93% 44.22%
Number of salaries quoted 46,679 58,994 59,978
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £81,800 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -1.19%

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 21 May 2019.

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 21 May 2019. 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 -349 192 £41,000 +13.89% 33
London -2 116 £50,000 - 14
UK excluding London -350 91 £37,500 +7.14% 20
Midlands -63 22 £28,500 -16.18% 6
North of England -242 21 £40,000 +14.29% 4
North West -69 20 £40,000 - 1
South East -52 17 £27,500 -27.63% 8
East Midlands +27 14 £38,500 +23.20% 1
Scotland +13 12 £51,250 -2.38% 1
West Midlands -63 8 £27,000 -20.59% 5
East of England +61 7 £37,500 +25.00% 1
South West +8 6 £46,250 +32.14%
Northern Ireland -27 5 £30,000 -55.56%
North East +11 1 £40,000 +33.33%
Wales +8 1 £65,000 +160.00%

For the 6 months to 21 May 2019, 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 with a requirement for Twitter.

1 130 (58.56%) Facebook
2 76 (34.23%) Agile Software Development
3 65 (29.28%) Instagram
4 56 (25.23%) Social Media
5 54 (24.32%) Finance
6 53 (23.87%) TDD
7 50 (22.52%) Marketing
8 48 (21.62%) JavaScript
9 46 (20.72%) HTML
10 44 (19.82%) Continuous Integration
11 43 (19.37%) CSS
11 43 (19.37%) YouTube
12 42 (18.92%) Problem-Solving
13 40 (18.02%) Scrum
14 39 (17.57%) .NET
15 37 (16.67%) C#
16 35 (15.77%) SQL
16 35 (15.77%) Google
16 35 (15.77%) Analytics
16 35 (15.77%) Twitter Bootstrap
17 34 (15.32%) Degree
18 33 (14.86%) SQL Server
18 33 (14.86%) Test Automation
19 32 (14.41%) Adobe
20 31 (13.96%) Python
21 29 (13.06%) Dependency Injection
21 29 (13.06%) Enterprise Software
22 28 (12.61%) Business Intelligence
23 27 (12.16%) Git (software)
23 27 (12.16%) Kanban

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 19 (8.56%) WordPress
2 18 (8.11%) CMS
3 5 (2.25%) JBoss
3 5 (2.25%) SharePoint
4 4 (1.80%) Apache Spark
4 4 (1.80%) Drupal
4 4 (1.80%) Kentico
4 4 (1.80%) NServiceBus
5 3 (1.35%) IIS
6 2 (0.90%) Adobe Experience Manager
6 2 (0.90%) Apache
6 2 (0.90%) Confluence
7 1 (0.45%) Apache Airflow
7 1 (0.45%) Jupyter
7 1 (0.45%) NetWeaver
7 1 (0.45%) nginx
7 1 (0.45%) Sitecore CMS
7 1 (0.45%) Skype for Business
7 1 (0.45%) Tomcat
7 1 (0.45%) Umbraco
Applications
1 20 (9.01%) Photoshop
2 16 (7.21%) Microsoft Excel
3 11 (4.95%) Microsoft Office
4 9 (4.05%) Adobe Illustrator
5 8 (3.60%) Adobe Creative Suite
6 7 (3.15%) Microsoft PowerPoint
6 7 (3.15%) Sketch
7 3 (1.35%) Adobe After Effects
7 3 (1.35%) Adobe Premiere
7 3 (1.35%) InDesign
8 2 (0.90%) Final Cut Pro
9 1 (0.45%) InfoPath
9 1 (0.45%) Spreadsheet
Business Applications
1 4 (1.80%) Sprinklr
2 3 (1.35%) NetSuite
3 2 (0.90%) Magento
4 1 (0.45%) Dynamics CRM
4 1 (0.45%) Eloqua
4 1 (0.45%) Oracle Applications
4 1 (0.45%) SAP R/3
Cloud Services
1 19 (8.56%) Google Analytics
2 13 (5.86%) Amazon AWS
3 12 (5.41%) SaaS
4 10 (4.50%) Microsoft Azure
5 7 (3.15%) MailChimp
6 5 (2.25%) Adobe Analytics
6 5 (2.25%) Google Cloud Platform
7 4 (1.80%) npm
8 3 (1.35%) AdWords
9 2 (0.90%) Amazon S3
9 2 (0.90%) IaaS
9 2 (0.90%) PaaS
9 2 (0.90%) Twilio
9 2 (0.90%) Yammer
10 1 (0.45%) Amazon EC2
10 1 (0.45%) Cloud Computing
10 1 (0.45%) Firebase
10 1 (0.45%) G Suite
10 1 (0.45%) GitHub
10 1 (0.45%) Office 365
Communications & Networking
1 22 (9.91%) RTMP
2 5 (2.25%) DNS
2 5 (2.25%) Internet
3 4 (1.80%) PuTTY
4 2 (0.90%) DHCP
4 2 (0.90%) Intranet
4 2 (0.90%) LAN
4 2 (0.90%) VLAN
4 2 (0.90%) WAN
5 1 (0.45%) 2G
5 1 (0.45%) 3G
5 1 (0.45%) 4G
5 1 (0.45%) BGP
5 1 (0.45%) Broadband
5 1 (0.45%) Firewall
5 1 (0.45%) Radio Access Network
5 1 (0.45%) VoIP
5 1 (0.45%) VoLTE
5 1 (0.45%) VPLS
5 1 (0.45%) VPN
Database & Business Intelligence
1 33 (14.86%) SQL Server
2 25 (11.26%) SQL Server 2016
3 11 (4.95%) PostgreSQL
4 5 (2.25%) MySQL
5 4 (1.80%) Data Warehouse
5 4 (1.80%) MariaDB
5 4 (1.80%) MongoDB
5 4 (1.80%) Neo4j
5 4 (1.80%) Relational Database
6 3 (1.35%) Big Data
6 3 (1.35%) Data Mining
6 3 (1.35%) RDBMS
7 2 (0.90%) Hadoop
7 2 (0.90%) Oracle Database
7 2 (0.90%) Text Mining
8 1 (0.45%) Amazon Redshift
8 1 (0.45%) Apache Hive
8 1 (0.45%) Redis
8 1 (0.45%) SQL Server Integration Services
8 1 (0.45%) Sybase IQ
Development Applications
1 27 (12.16%) Git (software)
2 25 (11.26%) MSTest
2 25 (11.26%) NUnit
3 12 (5.41%) JIRA
4 10 (4.50%) Jenkins
5 9 (4.05%) gulp
5 9 (4.05%) Selenium
6 8 (3.60%) TeamCity
7 7 (3.15%) Balsamiq
7 7 (3.15%) Cucumber
7 7 (3.15%) Subversion
8 6 (2.70%) Appium
8 6 (2.70%) Calabash
8 6 (2.70%) Grunt
8 6 (2.70%) RSpec
8 6 (2.70%) UI Automator
9 5 (2.25%) Bitbucket
9 5 (2.25%) webpack
10 4 (1.80%) SpecFlow
11 3 (1.35%) Dreamweaver
General
1 54 (24.32%) Finance
2 50 (22.52%) Marketing
3 25 (11.26%) Retail
4 13 (5.86%) Brand Awareness
5 9 (4.05%) Advertising
5 9 (4.05%) Games
6 7 (3.15%) Law
7 6 (2.70%) Banking
8 5 (2.25%) Local Government
8 5 (2.25%) Telecoms
9 3 (1.35%) Manufacturing
10 2 (0.90%) Automotive
10 2 (0.90%) Electronics
10 2 (0.90%) Publishing
11 1 (0.45%) Billing
11 1 (0.45%) French Language
11 1 (0.45%) German Language
11 1 (0.45%) Legal
11 1 (0.45%) Pharmaceutical
Job Titles
1 98 (44.14%) Developer
2 29 (13.06%) .NET Developer
3 25 (11.26%) C# .NET Developer
3 25 (11.26%) C# Developer
3 25 (11.26%) C# WPF Developer
3 25 (11.26%) WPF Developer
4 22 (9.91%) C++ Developer
5 20 (9.01%) Senior Developer
6 16 (7.21%) Analyst
7 11 (4.95%) Designer
7 11 (4.95%) Front End Developer (Client-Side Developer)
7 11 (4.95%) Java Developer
7 11 (4.95%) Marketing Manager
7 11 (4.95%) Web Developer
8 9 (4.05%) Senior Java Developer
8 9 (4.05%) Social Media Analyst
8 9 (4.05%) Software Developer
9 8 (3.60%) UX Designer
10 7 (3.15%) Marketing Communications Manager
11 6 (2.70%) Automation Engineer
Libraries, Frameworks & Software Standards
1 46 (20.72%) HTML
2 43 (19.37%) CSS
3 39 (17.57%) .NET
4 35 (15.77%) Twitter Bootstrap
5 25 (11.26%) Ninject
5 25 (11.26%) Spring.NET
5 25 (11.26%) Unity DI Container
5 25 (11.26%) WPF
6 24 (10.81%) AngularJS
7 23 (10.36%) jQuery
7 23 (10.36%) OpenCV
8 22 (9.91%) FFmpeg
8 22 (9.91%) HTML5
8 22 (9.91%) WebSockets
9 14 (6.31%) Node.js
10 13 (5.86%) Spring
11 12 (5.41%) CSS3
12 11 (4.95%) Sass
13 10 (4.50%) REST
14 8 (3.60%) JPA
Miscellaneous
1 56 (25.23%) Social Media
2 29 (13.06%) Enterprise Software
3 27 (12.16%) Blog
3 27 (12.16%) Social Network
4 21 (9.46%) User Experience
5 13 (5.86%) Analytical Skills
5 13 (5.86%) Self-Motivation
6 12 (5.41%) Mobile App
7 6 (2.70%) Digital Media
7 6 (2.70%) Digital TV
7 6 (2.70%) Linux Command Line
8 5 (2.25%) Virtual Team
9 4 (1.80%) 3D Graphics
9 4 (1.80%) Photography
10 3 (1.35%) Motion Graphics
10 3 (1.35%) Video Editing
11 2 (0.90%) Animation
11 2 (0.90%) BBC
11 2 (0.90%) Greenfield Project
11 2 (0.90%) Security Operations Centre
Operating Systems
1 20 (9.01%) Linux
2 8 (3.60%) Android
2 8 (3.60%) Apple iOS
2 8 (3.60%) Windows
3 6 (2.70%) Unix
4 3 (1.35%) Windows Server
5 1 (0.45%) Debian
5 1 (0.45%) Mac OS X
5 1 (0.45%) VMS
5 1 (0.45%) Windows Server 2008
5 1 (0.45%) Windows Server 2012
Processes & Methodologies
1 76 (34.23%) Agile Software Development
2 53 (23.87%) TDD
3 44 (19.82%) Continuous Integration
4 42 (18.92%) Problem-Solving
5 40 (18.02%) Scrum
6 35 (15.77%) Analytics
7 33 (14.86%) Test Automation
8 29 (13.06%) Dependency Injection
9 28 (12.61%) Business Intelligence
10 27 (12.16%) Digital Marketing
10 27 (12.16%) Kanban
11 26 (11.71%) Pair Programming
12 25 (11.26%) Inversion of Control
12 25 (11.26%) MVVM
13 24 (10.81%) Project Management
13 24 (10.81%) SEO
14 19 (8.56%) OO
15 17 (7.66%) Mentoring
15 17 (7.66%) Video Processing
16 16 (7.21%) Creative Thinking
Programming Languages
1 48 (21.62%) JavaScript
2 37 (16.67%) C#
3 35 (15.77%) SQL
4 31 (13.96%) Python
5 26 (11.71%) C++
6 25 (11.26%) Java
7 12 (5.41%) PHP
8 8 (3.60%) ES6
8 8 (3.60%) Ruby
9 6 (2.70%) Kotlin
9 6 (2.70%) PHP 5
10 4 (1.80%) PowerShell
11 3 (1.35%) Bash Shell
11 3 (1.35%) Scala
11 3 (1.35%) T-SQL
12 2 (0.90%) C
12 2 (0.90%) ES7
12 2 (0.90%) TypeScript
13 1 (0.45%) PHP 7
13 1 (0.45%) R
Qualifications
1 34 (15.32%) Degree
2 5 (2.25%) DBS Check
3 4 (1.80%) Computer Science Degree
3 4 (1.80%) Microsoft Certification
4 3 (1.35%) Master's Degree
5 2 (0.90%) CEH
5 2 (0.90%) CISSP
5 2 (0.90%) GSEC
5 2 (0.90%) PhD
6 1 (0.45%) CCNA
6 1 (0.45%) CCNP
6 1 (0.45%) Cisco Certification
6 1 (0.45%) JNCIA
6 1 (0.45%) Numerate Degree
6 1 (0.45%) SAP Certification
Quality Assurance & Compliance
1 14 (6.31%) QA
2 1 (0.45%) Data Quality
2 1 (0.45%) ISO/IEC 27001
2 1 (0.45%) SLA
System Software
1 15 (6.76%) Docker
2 5 (2.25%) Virtual Machines
3 2 (0.90%) Active Directory
3 2 (0.90%) VMware Infrastructure
4 1 (0.45%) vSphere
Systems Management
1 3 (1.35%) Puppet
2 2 (0.90%) Opscode Chef
2 2 (0.90%) Terraform
3 1 (0.45%) Ansible
3 1 (0.45%) FortiGate
3 1 (0.45%) HP Quality Center
3 1 (0.45%) Kubernetes
3 1 (0.45%) MOM
3 1 (0.45%) Nagios
3 1 (0.45%) SCCM
3 1 (0.45%) ZABBIX
Vendors
1 130 (58.56%) Facebook
2 65 (29.28%) Instagram
3 43 (19.37%) YouTube
4 35 (15.77%) Google
5 32 (14.41%) Adobe
6 25 (11.26%) Microsoft
7 23 (10.36%) BT
8 8 (3.60%) Oracle
9 6 (2.70%) Zend
10 5 (2.25%) Apple
10 5 (2.25%) Hootsuite
11 4 (1.80%) Dell
11 4 (1.80%) NetBase
11 4 (1.80%) SAP
11 4 (1.80%) Sitecore
11 4 (1.80%) Tableau
12 3 (1.35%) HubSpot
12 3 (1.35%) Rackspace
12 3 (1.35%) Salesforce.com
12 3 (1.35%) Yahoo!