Period
to 23 May 2018

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 May 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
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 535 702 603
Rank change year-on-year +167 -99 -49
Permanent jobs citing Twitter 867 498 815
As % of all permanent IT jobs advertised in the UK 0.50% 0.29% 0.41%
As % of the Vendors category 1.13% 0.67% 0.89%
Number of salaries quoted 781 409 711
UK median annual salary £36,000 £42,500 £45,000
Median salary % change year-on-year -15.29% -5.56% +12.50%
10th Percentile £22,500 £22,950 £28,250
90th Percentile £61,250 £77,500 £66,250
UK excluding London median annual salary £35,000 £35,000 £40,000
% change year-on-year - -12.50% +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 76,513 74,784 91,320
As % of all permanent IT jobs advertised in the UK 44.52% 44.21% 45.49%
Number of salaries quoted 59,983 60,084 74,571
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,940 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £41,500 £42,000
% change year-on-year +2.41% -1.19% +5.00%

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 May 2018.

Salary histogram for Twitter in the UK

Twitter
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 within the UK over the 6 months to 23 May 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
England +218 843 £36,000 -15.29% 371
UK excluding London +233 649 £35,000 - 365
North of England +225 359 £35,000 -12.50% 101
Yorkshire +204 224 £32,500 +30.00% 37
London -19 210 £50,000 -9.09% 54
North West +82 129 £40,000 - 61
Midlands +86 108 £34,000 -9.33% 94
South East +28 103 £35,000 - 72
West Midlands +80 94 £34,000 -9.33% 51
East of England -10 33 £30,000 +20.00% 25
South West +2 30 £35,000 +75.00% 25
East Midlands +15 14 £27,500 +10.00% 43
Wales -2 9 £25,000 -26.47% 2
Scotland -41 8 £52,500 +50.00% 46
North East -15 6 £30,000 +39.53% 3
Northern Ireland +4 1 £67,500 +117.74% 1

For the 6 months to 23 May 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 with a requirement for Twitter.

1 464 (53.52%) Google
2 363 (41.87%) Agile Software Development
3 267 (30.80%) JavaScript
4 240 (27.68%) HTML
5 231 (26.64%) .NET
6 215 (24.80%) C#
6 215 (24.80%) CSS
7 214 (24.68%) Facebook
8 193 (22.26%) Marketing
9 162 (18.69%) MVC
10 156 (17.99%) SQL
11 146 (16.84%) TDD
12 142 (16.38%) SQL Server
13 140 (16.15%) Scrum
14 139 (16.03%) Finance
15 136 (15.69%) Social Media
16 130 (14.99%) Analytics
17 129 (14.88%) PHP
17 129 (14.88%) Degree
18 115 (13.26%) ASP.NET
18 115 (13.26%) AngularJS
19 112 (12.92%) SEO
20 104 (12.00%) Web Development
21 98 (11.30%) Git (software)
22 92 (10.61%) HTML5
23 89 (10.27%) Digital Marketing
23 89 (10.27%) Continuous Integration
24 87 (10.03%) Problem-Solving
25 86 (9.92%) Java
26 83 (9.57%) jQuery

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 53 (6.11%) CMS
2 25 (2.88%) Apache Spark
3 24 (2.77%) WordPress
4 16 (1.85%) Apache
4 16 (1.85%) SharePoint
5 10 (1.15%) Elasticsearch
6 9 (1.04%) IIS
6 9 (1.04%) TYPO3
7 6 (0.69%) Sitecore CMS
8 5 (0.58%) Confluence
9 4 (0.46%) Drupal
9 4 (0.46%) nginx
9 4 (0.46%) Umbraco
10 3 (0.35%) JBoss
10 3 (0.35%) Kentico
11 2 (0.23%) Adobe Experience Manager
11 2 (0.23%) EPiServer
11 2 (0.23%) MS Exchange
11 2 (0.23%) SAS
12 1 (0.12%) Liferay
Applications
1 41 (4.73%) Photoshop
2 21 (2.42%) Adobe Illustrator
3 16 (1.85%) Microsoft PowerPoint
4 14 (1.61%) Microsoft Excel
5 10 (1.15%) Adobe Creative Suite
5 10 (1.15%) Microsoft Office
6 9 (1.04%) InDesign
7 3 (0.35%) Spreadsheet
8 1 (0.12%) Adobe After Effects
8 1 (0.12%) Adobe Premiere
8 1 (0.12%) AutoCAD
8 1 (0.12%) Camtasia
8 1 (0.12%) Revit
8 1 (0.12%) SketchUp
8 1 (0.12%) SOLIDWORKS
Business Applications
1 11 (1.27%) Magento
2 3 (0.35%) Eloqua
3 2 (0.23%) Payment Gateway
3 2 (0.23%) Salesforce.com CRM
3 2 (0.23%) Shopify
4 1 (0.12%) Cognos TM1
4 1 (0.12%) Dynamics AX
4 1 (0.12%) Eikon
4 1 (0.12%) NetSuite
Cloud Services
1 67 (7.73%) AdWords
2 56 (6.46%) Google Analytics
2 56 (6.46%) Microsoft Azure
3 50 (5.77%) Amazon AWS
4 17 (1.96%) MailChimp
5 14 (1.61%) Google Cloud Platform
5 14 (1.61%) SaaS
6 12 (1.38%) GitHub
7 11 (1.27%) Google Tag Manager
8 10 (1.15%) Office 365
9 8 (0.92%) Adobe Creative Cloud
10 5 (0.58%) IaaS
11 4 (0.46%) Heroku
11 4 (0.46%) Slack
12 3 (0.35%) Cloud Computing
12 3 (0.35%) Flurry Analytics
13 2 (0.23%) Azure Active Directory
13 2 (0.23%) npm
13 2 (0.23%) PaaS
14 1 (0.12%) Firebase
Communications & Networking
1 13 (1.50%) HTTP
1 13 (1.50%) Intranet
2 11 (1.27%) Internet
3 9 (1.04%) Firewall
4 6 (0.69%) DNS
5 5 (0.58%) VoIP
6 4 (0.46%) Skype
7 3 (0.35%) DHCP
7 3 (0.35%) LAN
7 3 (0.35%) WAN
8 2 (0.23%) SAN
8 2 (0.23%) TCP/IP
8 2 (0.23%) VPN
8 2 (0.23%) Wi-Fi
8 2 (0.23%) WLAN
9 1 (0.12%) Cisco ASA
9 1 (0.12%) DMVPN
9 1 (0.12%) IPsec
9 1 (0.12%) VLAN
9 1 (0.12%) Wireless
Database & Business Intelligence
1 142 (16.38%) SQL Server
2 74 (8.54%) MySQL
3 56 (6.46%) SQL Server 2016
4 33 (3.81%) Big Data
5 24 (2.77%) PostgreSQL
6 21 (2.42%) NoSQL
7 19 (2.19%) Apache Cassandra
8 17 (1.96%) MongoDB
9 16 (1.85%) SQL Server 2014
10 15 (1.73%) Hadoop
10 15 (1.73%) SQL Server Integration Services
11 14 (1.61%) SQL Server Reporting Services
12 12 (1.38%) Power BI
13 11 (1.27%) Data Warehouse
13 11 (1.27%) SQL Server 2008
14 10 (1.15%) SQL Server Analysis Services
15 7 (0.81%) Amazon Redshift
15 7 (0.81%) CockroachDB
16 5 (0.58%) Azure SQL Data Warehouse
16 5 (0.58%) BigQuery
Development Applications
1 98 (11.30%) Git (software)
2 72 (8.30%) MSTest
3 69 (7.96%) NUnit
4 38 (4.38%) Moq
4 38 (4.38%) Rhino Mocks
5 20 (2.31%) Subversion
6 19 (2.19%) Grunt
6 19 (2.19%) Selenium
7 18 (2.08%) Jasmine
8 17 (1.96%) gulp
9 15 (1.73%) JIRA
10 14 (1.61%) Team Foundation Server
11 12 (1.38%) Visual Studio
12 11 (1.27%) Karma Test Runner
12 11 (1.27%) TeamCity
12 11 (1.27%) webpack
13 8 (0.92%) Cucumber
13 8 (0.92%) Jenkins
14 7 (0.81%) Axure RP
15 6 (0.69%) JUnit
General
1 193 (22.26%) Marketing
2 139 (16.03%) Finance
3 79 (9.11%) Retail
4 64 (7.38%) Advertising
5 17 (1.96%) Games
6 11 (1.27%) Automotive
7 10 (1.15%) Telecoms
8 8 (0.92%) Manufacturing
9 7 (0.81%) Legal
10 6 (0.69%) Multimedia
11 5 (0.58%) Banking
12 4 (0.46%) Publishing
13 3 (0.35%) Brand Awareness
13 3 (0.35%) Law
14 2 (0.23%) Back Office
14 2 (0.23%) Financial Institution
15 1 (0.12%) French Language
15 1 (0.12%) Investment Banking
15 1 (0.12%) Music Industry
Job Titles
1 468 (53.98%) Developer
2 141 (16.26%) .NET Developer
3 100 (11.53%) C# Developer
4 90 (10.38%) C# .NET Developer
5 88 (10.15%) Senior Developer
6 80 (9.23%) PHP Developer
7 56 (6.46%) C# WPF Developer
7 56 (6.46%) WPF Developer
8 52 (6.00%) Web Developer
9 44 (5.07%) Software Developer
10 42 (4.84%) JavaScript Developer
11 40 (4.61%) Front End Developer (Client-Side Developer)
11 40 (4.61%) Junior
12 36 (4.15%) Analyst
13 35 (4.04%) Java Developer
14 34 (3.92%) Designer
15 30 (3.46%) Marketing Executive
16 28 (3.23%) Junior Developer
17 26 (3.00%) Marketing Manager
18 24 (2.77%) Senior PHP Developer
Libraries, Frameworks & Software Standards
1 240 (27.68%) HTML
2 231 (26.64%) .NET
3 215 (24.80%) CSS
4 115 (13.26%) AngularJS
4 115 (13.26%) ASP.NET
5 92 (10.61%) HTML5
6 83 (9.57%) jQuery
7 70 (8.07%) Ninject
7 70 (8.07%) React
8 69 (7.96%) Spring.NET
8 69 (7.96%) Unity DI Container
8 69 (7.96%) WPF
9 68 (7.84%) Twitter Bootstrap
10 64 (7.38%) ASP.NET MVC
11 48 (5.54%) CSS3
11 48 (5.54%) Node.js
12 44 (5.07%) RESTful
13 43 (4.96%) LAMP
13 43 (4.96%) WinForms
14 38 (4.38%) Castle Windsor
Miscellaneous
1 136 (15.69%) Social Media
2 76 (8.77%) Social Network
3 71 (8.19%) User Experience
4 69 (7.96%) Enterprise Software
5 61 (7.04%) Computer Science
6 59 (6.81%) Blog
7 47 (5.42%) Analytical Skills
8 36 (4.15%) Self-Motivation
9 29 (3.34%) Greenfield Project
10 20 (2.31%) Mobile App
11 17 (1.96%) Algorithms
11 17 (1.96%) Tandem
12 10 (1.15%) BBC
13 9 (1.04%) Fintech
14 8 (0.92%) Driving Licence
15 7 (0.81%) Graphic Design
15 7 (0.81%) Smart Energy
16 6 (0.69%) Cyberthreat
16 6 (0.69%) Internet of Things
16 6 (0.69%) Linux Command Line
Operating Systems
1 82 (9.46%) Windows
2 68 (7.84%) Linux
3 25 (2.88%) Windows Server
4 19 (2.19%) Android
5 16 (1.85%) Apple iOS
6 7 (0.81%) Unix
7 2 (0.23%) Windows Server 2008
7 2 (0.23%) Windows Server 2012
8 1 (0.12%) CentOS
8 1 (0.12%) Mac OS X
8 1 (0.12%) Ubuntu
8 1 (0.12%) Windows 10
8 1 (0.12%) Windows 7
8 1 (0.12%) Windows Mobile
8 1 (0.12%) Windows Phone
8 1 (0.12%) Windows Server 2003
Processes & Methodologies
1 363 (41.87%) Agile Software Development
2 162 (18.69%) MVC
3 146 (16.84%) TDD
4 140 (16.15%) Scrum
5 130 (14.99%) Analytics
6 112 (12.92%) SEO
7 104 (12.00%) Web Development
8 89 (10.27%) Continuous Integration
8 89 (10.27%) Digital Marketing
9 87 (10.03%) Problem-Solving
10 73 (8.42%) E-Commerce
11 70 (8.07%) Kanban
11 70 (8.07%) MVVM
12 69 (7.96%) Dependency Injection
12 69 (7.96%) Inversion of Control
12 69 (7.96%) Pay per click
13 68 (7.84%) SDLC
14 60 (6.92%) Front End Development
15 56 (6.46%) OOP
16 51 (5.88%) OO
Programming Languages
1 267 (30.80%) JavaScript
2 215 (24.80%) C#
3 156 (17.99%) SQL
4 129 (14.88%) PHP
5 86 (9.92%) Java
6 77 (8.88%) Python
7 18 (2.08%) Go
8 15 (1.73%) PHP 7
9 14 (1.61%) T-SQL
10 13 (1.50%) Ruby
11 10 (1.15%) Scala
12 9 (1.04%) PowerShell
12 9 (1.04%) R
12 9 (1.04%) TypeScript
13 8 (0.92%) C++
13 8 (0.92%) PHP 5
13 8 (0.92%) VB.NET
14 7 (0.81%) Java 8
15 5 (0.58%) C
15 5 (0.58%) ES6
Qualifications
1 129 (14.88%) Degree
2 42 (4.84%) Computer Science Degree
3 19 (2.19%) PhD
4 9 (1.04%) ISEB
5 8 (0.92%) Microsoft Certification
6 6 (0.69%) CEH
6 6 (0.69%) Cisco Certification
6 6 (0.69%) CISSP
7 4 (0.46%) CCNA
7 4 (0.46%) ISTQB
7 4 (0.46%) Security Cleared
7 4 (0.46%) SSCP
8 2 (0.23%) MCSA
8 2 (0.23%) MCSE
8 2 (0.23%) Sun Certification
9 1 (0.12%) A+ Certification
9 1 (0.12%) ITIL Certification
9 1 (0.12%) MCITP
9 1 (0.12%) MCTS
9 1 (0.12%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 25 (2.88%) QA
2 4 (0.46%) SLA
3 1 (0.12%) Data Quality
3 1 (0.12%) GDPR
3 1 (0.12%) ISO 22301
3 1 (0.12%) ISO/IEC 27001
3 1 (0.12%) PCI DSS
3 1 (0.12%) PMO
3 1 (0.12%) WCAG
System Software
1 31 (3.58%) Docker
2 12 (1.38%) Active Directory
3 6 (0.69%) VMware Infrastructure
4 4 (0.46%) Hyper-V
5 2 (0.23%) HDFS
5 2 (0.23%) Virtual Machines
6 1 (0.12%) Virtual Servers
Systems Management
1 19 (2.19%) Kubernetes
2 7 (0.81%) Opscode Chef
3 6 (0.69%) Ansible
3 6 (0.69%) Single Sign-On
4 5 (0.58%) Puppet
4 5 (0.58%) Terraform
5 2 (0.23%) Hadoop YARN
5 2 (0.23%) SCOM
5 2 (0.23%) SCVMM
6 1 (0.12%) Nagios
6 1 (0.12%) TeamSite
6 1 (0.12%) TrustSec
Vendors
1 464 (53.52%) Google
2 214 (24.68%) Facebook
3 58 (6.69%) Microsoft
4 39 (4.50%) Adobe
5 22 (2.54%) DoubleClick
6 19 (2.19%) Zend
7 15 (1.73%) Cisco
7 15 (1.73%) Sitecore
8 13 (1.50%) Salesforce.com
9 12 (1.38%) Kenshoo
9 12 (1.38%) Marin
10 11 (1.27%) Apple
11 10 (1.15%) Sony
12 9 (1.04%) Hootsuite
12 9 (1.04%) Oracle
13 8 (0.92%) PayPal
14 7 (0.81%) Marketo
14 7 (0.81%) Optimizely
14 7 (0.81%) Pardot
15 6 (0.69%) Tableau