Period
to 16 November 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 16 November 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
16 Nov 2018
Same period 2017 Same period 2016
Rank 663 643 793
Rank change year-on-year -20 +150 -175
Permanent jobs citing Twitter 532 643 474
As % of all permanent IT jobs advertised in the UK 0.33% 0.36% 0.25%
As % of the Vendors category 0.76% 0.80% 0.57%
Number of salaries quoted 466 552 401
UK median annual salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% - -3.61%
10th Percentile £21,375 £22,000 £26,250
90th Percentile £63,375 £61,250 £68,750
UK excluding London median annual salary £35,000 £35,000 £32,500
% change year-on-year - +7.69% -10.37%

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 69,546 80,031 83,789
As % of all permanent IT jobs advertised in the UK 42.66% 44.40% 43.94%
Number of salaries quoted 53,856 61,896 67,665
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,250 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +4.94%

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 16 November 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 16 November 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 -29 482 £37,500 -6.25% 382
UK excluding London 0 419 £35,000 - 309
North of England 0 167 £35,500 +5.19% 127
London -28 99 £58,000 +5.45% 116
Midlands +18 95 £30,000 -14.29% 39
North West +17 85 £37,500 -3.23% 77
Yorkshire -8 72 £35,000 +7.69% 45
South East +16 69 £36,000 -7.10% 57
West Midlands +47 59 £27,500 -19.12% 24
East Midlands -23 36 £35,000 - 15
South West +8 30 £42,500 -5.56% 27
Scotland +31 29 £33,500 -16.25% 36
East of England +5 19 £40,000 -11.11% 16
North East +1 9 £30,000 +5.26% 5
Wales 0 5 £40,000 - 5
Northern Ireland - 5 £30,000 - 2

For the 6 months to 16 November 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.

1 246 (46.24%) Google
2 224 (42.11%) Agile Software Development
3 177 (33.27%) JavaScript
4 169 (31.77%) C#
5 166 (31.20%) .NET
6 158 (29.70%) HTML
7 154 (28.95%) CSS
8 146 (27.44%) Facebook
9 118 (22.18%) SQL Server
10 117 (21.99%) Marketing
11 116 (21.80%) Scrum
12 108 (20.30%) Finance
13 99 (18.61%) MVC
14 95 (17.86%) SQL
14 95 (17.86%) TDD
15 89 (16.73%) Kanban
16 81 (15.23%) Social Network
16 81 (15.23%) AngularJS
17 79 (14.85%) Analytics
18 76 (14.29%) jQuery
19 74 (13.91%) User Experience
20 73 (13.72%) Continuous Integration
21 72 (13.53%) Git (software)
21 72 (13.53%) E-Commerce
22 71 (13.35%) Twitter Bootstrap
22 71 (13.35%) Social Media
23 67 (12.59%) Enterprise Software
24 65 (12.22%) HTML5
25 63 (11.84%) Dependency Injection
25 63 (11.84%) WPF

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 27 (5.08%) WordPress
2 24 (4.51%) CMS
3 9 (1.69%) Kentico
4 8 (1.50%) IIS
5 7 (1.32%) Apache
6 6 (1.13%) Apache Spark
7 4 (0.75%) Confluence
7 4 (0.75%) Sitecore CMS
7 4 (0.75%) Umbraco
8 3 (0.56%) Drupal
8 3 (0.56%) Elasticsearch
8 3 (0.56%) Marvel
8 3 (0.56%) SharePoint
9 2 (0.38%) JBoss
9 2 (0.38%) Joomla!
9 2 (0.38%) nginx
9 2 (0.38%) SAS
9 2 (0.38%) Tomcat
10 1 (0.19%) Mule
10 1 (0.19%) OpenStack
Applications
1 22 (4.14%) Photoshop
2 12 (2.26%) Microsoft Excel
3 11 (2.07%) InDesign
4 10 (1.88%) Microsoft Office
5 7 (1.32%) Adobe Illustrator
6 6 (1.13%) Microsoft PowerPoint
7 5 (0.94%) Adobe Creative Suite
8 3 (0.56%) Adobe Premiere
8 3 (0.56%) InVision
9 2 (0.38%) Adobe After Effects
10 1 (0.19%) HipChat
10 1 (0.19%) Siemens NX
Business Applications
1 11 (2.07%) Magento
2 3 (0.56%) Shopify
3 2 (0.38%) Eikon
4 1 (0.19%) Cognos Business Intelligence
4 1 (0.19%) Cognos TM1
4 1 (0.19%) Payment Gateway
4 1 (0.19%) Salesforce.com CRM
Cloud Services
1 36 (6.77%) AdWords
1 36 (6.77%) Google Analytics
2 29 (5.45%) Microsoft Azure
3 18 (3.38%) Amazon AWS
4 13 (2.44%) npm
5 9 (1.69%) SaaS
6 8 (1.50%) Adobe Creative Cloud
7 6 (1.13%) GitHub
7 6 (1.13%) MailChimp
7 6 (1.13%) Office 365
8 5 (0.94%) Google Cloud Platform
8 5 (0.94%) Google Play
9 4 (0.75%) Google Tag Manager
10 3 (0.56%) AWS Elastic Beanstalk
10 3 (0.56%) Firebase
10 3 (0.56%) G Suite
10 3 (0.56%) Google App Engine
11 2 (0.38%) Azure Active Directory
11 2 (0.38%) IaaS
11 2 (0.38%) PaaS
Communications & Networking
1 8 (1.50%) Internet
2 7 (1.32%) DNS
3 6 (1.13%) Firewall
3 6 (1.13%) PuTTY
4 4 (0.75%) SAN
5 3 (0.56%) HTTP
5 3 (0.56%) TCP/IP
5 3 (0.56%) WebEx
6 2 (0.38%) LAN
6 2 (0.38%) Network Security
6 2 (0.38%) Skype
6 2 (0.38%) VoIP
6 2 (0.38%) WAN
6 2 (0.38%) Wi-Fi
6 2 (0.38%) Wireless
7 1 (0.19%) Intranet
7 1 (0.19%) Kerberos
7 1 (0.19%) SSH
7 1 (0.19%) SSL
7 1 (0.19%) VPN
Database & Business Intelligence
1 118 (22.18%) SQL Server
2 62 (11.65%) SQL Server 2016
3 37 (6.95%) MySQL
4 23 (4.32%) MongoDB
5 16 (3.01%) Big Data
5 16 (3.01%) PostgreSQL
6 9 (1.69%) Relational Database
6 9 (1.69%) SQL Server Reporting Services
7 8 (1.50%) NoSQL
8 6 (1.13%) MariaDB
8 6 (1.13%) SQL Server 2008
9 5 (0.94%) Data Warehouse
9 5 (0.94%) RDBMS
9 5 (0.94%) SQL Server Integration Services
10 4 (0.75%) Apache Cassandra
10 4 (0.75%) Data Mining
10 4 (0.75%) Hadoop
11 3 (0.56%) SQL Server 2012
11 3 (0.56%) SQL Server Analysis Services
12 2 (0.38%) Data Lake
Development Applications
1 72 (13.53%) Git (software)
2 62 (11.65%) NUnit
3 61 (11.47%) MSTest
4 22 (4.14%) Team Foundation Server
5 18 (3.38%) Subversion
6 16 (3.01%) Selenium
7 15 (2.82%) JIRA
8 13 (2.44%) Bower
8 13 (2.44%) gulp
9 11 (2.07%) Bitbucket
9 11 (2.07%) Jenkins
10 9 (1.69%) JUnit
10 9 (1.69%) Octopus Deploy
11 8 (1.50%) Axure RP
12 7 (1.32%) Gradle
12 7 (1.32%) Moq
13 6 (1.13%) TeamCity
13 6 (1.13%) Visual Studio
14 5 (0.94%) Cucumber
14 5 (0.94%) Rhino Mocks
General
1 117 (21.99%) Marketing
2 108 (20.30%) Finance
3 42 (7.89%) Retail
4 38 (7.14%) Advertising
5 18 (3.38%) Games
6 15 (2.82%) Telecoms
7 14 (2.63%) Manufacturing
8 12 (2.26%) Banking
9 9 (1.69%) Electronics
10 8 (1.50%) Brand Awareness
11 6 (1.13%) Automotive
12 5 (0.94%) Music Industry
13 4 (0.75%) German Language
13 4 (0.75%) Pharmaceutical
14 2 (0.38%) French Language
14 2 (0.38%) Retail Banking
14 2 (0.38%) Spanish Language
15 1 (0.19%) iGaming
15 1 (0.19%) Investment Banking
15 1 (0.19%) Portuguese Language
Job Titles
1 277 (52.07%) Developer
2 107 (20.11%) .NET Developer
3 79 (14.85%) C# Developer
4 71 (13.35%) C# .NET Developer
5 56 (10.53%) C# WPF Developer
5 56 (10.53%) WPF Developer
6 41 (7.71%) PHP Developer
7 37 (6.95%) Front End Developer (Client-Side Developer)
8 35 (6.58%) Analyst
9 34 (6.39%) Senior Developer
10 28 (5.26%) JavaScript Developer
11 26 (4.89%) Software Developer
12 25 (4.70%) Designer
13 23 (4.32%) Business Analyst
13 23 (4.32%) Junior
14 19 (3.57%) Full Stack Developer
14 19 (3.57%) Web Developer
15 17 (3.20%) Marketing Manager
15 17 (3.20%) Senior .NET Developer
16 15 (2.82%) Marketing Executive
Libraries, Frameworks & Software Standards
1 166 (31.20%) .NET
2 158 (29.70%) HTML
3 154 (28.95%) CSS
4 81 (15.23%) AngularJS
5 76 (14.29%) jQuery
6 71 (13.35%) Twitter Bootstrap
7 65 (12.22%) HTML5
8 63 (11.84%) WPF
9 61 (11.47%) Ninject
9 61 (11.47%) Spring.NET
9 61 (11.47%) Unity DI Container
10 57 (10.71%) ASP.NET
11 50 (9.40%) CSS3
12 39 (7.33%) React
13 31 (5.83%) JSON
14 30 (5.64%) Node.js
14 30 (5.64%) Web Services
15 29 (5.45%) XML
16 26 (4.89%) .NET Framework
16 26 (4.89%) ASP.NET MVC
Miscellaneous
1 81 (15.23%) Social Network
2 74 (13.91%) User Experience
3 71 (13.35%) Social Media
4 67 (12.59%) Enterprise Software
5 22 (4.14%) Analytical Skills
6 19 (3.57%) Mobile App
7 18 (3.38%) Blog
7 18 (3.38%) Computer Science
7 18 (3.38%) Greenfield Project
8 12 (2.26%) Self-Motivation
9 9 (1.69%) Tandem
10 7 (1.32%) Algorithms
10 7 (1.32%) Fintech
10 7 (1.32%) Linux Command Line
11 6 (1.13%) Graphic Design
11 6 (1.13%) Virtual Team
12 4 (0.75%) Acoustics
12 4 (0.75%) Driving Licence
12 4 (0.75%) Public Cloud
13 3 (0.56%) Data Centre
Operating Systems
1 48 (9.02%) Linux
2 30 (5.64%) Windows
3 13 (2.44%) Android
4 12 (2.26%) Apple iOS
5 8 (1.50%) Windows Server
6 7 (1.32%) Unix
7 3 (0.56%) Mac OS X
7 3 (0.56%) Windows Phone
8 1 (0.19%) CentOS
8 1 (0.19%) Debian
8 1 (0.19%) Kali Linux
8 1 (0.19%) Red Hat Enterprise Linux
8 1 (0.19%) Ubuntu
8 1 (0.19%) VMS
8 1 (0.19%) Windows Server 2008
8 1 (0.19%) Windows Server 2012
Processes & Methodologies
1 224 (42.11%) Agile Software Development
2 116 (21.80%) Scrum
3 99 (18.61%) MVC
4 95 (17.86%) TDD
5 89 (16.73%) Kanban
6 79 (14.85%) Analytics
7 73 (13.72%) Continuous Integration
8 72 (13.53%) E-Commerce
9 63 (11.84%) Dependency Injection
10 62 (11.65%) MVVM
11 61 (11.47%) Digital Marketing
11 61 (11.47%) Inversion of Control
12 50 (9.40%) Front End Development
13 49 (9.21%) Web Development
14 42 (7.89%) SEO
15 40 (7.52%) Problem-Solving
16 38 (7.14%) SDLC
17 34 (6.39%) OOP
17 34 (6.39%) Project Management
18 30 (5.64%) Creative Thinking
Programming Languages
1 177 (33.27%) JavaScript
2 169 (31.77%) C#
3 95 (17.86%) SQL
4 61 (11.47%) PHP
5 59 (11.09%) Java
6 38 (7.14%) Python
7 16 (3.01%) C++
8 15 (2.82%) T-SQL
9 14 (2.63%) PowerShell
10 11 (2.07%) PHP 5
11 8 (1.50%) Ruby
12 7 (1.32%) ES6
12 7 (1.32%) Scala
12 7 (1.32%) TypeScript
13 5 (0.94%) R
14 4 (0.75%) C
14 4 (0.75%) ES7
14 4 (0.75%) Kotlin
14 4 (0.75%) VB.NET
15 3 (0.56%) Fortran
Qualifications
1 57 (10.71%) Degree
2 13 (2.44%) Computer Science Degree
3 7 (1.32%) Microsoft Certification
4 6 (1.13%) PhD
5 5 (0.94%) ISEB
5 5 (0.94%) Security Cleared
6 4 (0.75%) Cisco Certification
7 3 (0.56%) DBS Check
8 2 (0.38%) CCNA
9 1 (0.19%) (ISC)2 CCSP
9 1 (0.19%) CCNP
9 1 (0.19%) CCSP
9 1 (0.19%) CEH
9 1 (0.19%) CHFI
9 1 (0.19%) CISSP
9 1 (0.19%) Citrix Certification
9 1 (0.19%) GCIH
9 1 (0.19%) GIAC
9 1 (0.19%) ISTQB
9 1 (0.19%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 19 (3.57%) QA
2 2 (0.38%) Data Quality
2 2 (0.38%) WCAG
3 1 (0.19%) GDPR
3 1 (0.19%) PMO
System Software
1 18 (3.38%) Docker
2 8 (1.50%) Active Directory
3 7 (1.32%) VMware Infrastructure
4 6 (1.13%) Virtual Machines
5 5 (0.94%) Hyper-V
6 1 (0.19%) VMware ESXi
6 1 (0.19%) vSphere
6 1 (0.19%) XenApp
Systems Management
1 4 (0.75%) Kubernetes
1 4 (0.75%) Terraform
2 3 (0.56%) Ansible
3 2 (0.38%) Opscode Chef
3 2 (0.38%) Puppet
3 2 (0.38%) SCOM
3 2 (0.38%) SCVMM
4 1 (0.19%) Nessus
4 1 (0.19%) Nmap
4 1 (0.19%) Norton AntiVirus
4 1 (0.19%) OpenVAS
4 1 (0.19%) QRadar
Vendors
1 246 (46.24%) Google
2 146 (27.44%) Facebook
3 32 (6.02%) Adobe
3 32 (6.02%) Microsoft
4 20 (3.76%) Zend
5 11 (2.07%) Hootsuite
5 11 (2.07%) Salesforce.com
6 10 (1.88%) SAP
7 8 (1.50%) VMware
8 7 (1.32%) Oracle
8 7 (1.32%) Xamarin
9 6 (1.13%) Cisco
9 6 (1.13%) Pardot
9 6 (1.13%) Rackspace
10 5 (0.94%) Apple
10 5 (0.94%) DoubleClick
10 5 (0.94%) IBM
11 4 (0.75%) BT
11 4 (0.75%) HubSpot
11 4 (0.75%) Sitecore