Period
to 14 August 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 14 August 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
14 Aug 2018
Same period 2017 Same period 2016
Rank 541 806 710
Rank change year-on-year +265 -96 -127
Permanent jobs citing Twitter 841 407 620
As % of all permanent IT jobs advertised in the UK 0.50% 0.23% 0.31%
As % of the Vendors category 1.13% 0.52% 0.70%
Number of salaries quoted 736 333 528
UK median annual salary £35,000 £42,500 £42,500
Median salary % change year-on-year -17.65% - +6.25%
10th Percentile £21,250 £25,000 £27,500
90th Percentile £60,000 £74,250 £66,250
UK excluding London median annual salary £35,000 £40,000 £37,500
% 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 74,553 78,986 88,790
As % of all permanent IT jobs advertised in the UK 43.96% 44.59% 44.69%
Number of salaries quoted 57,832 61,572 72,231
UK median annual salary £49,500 £47,500 £45,000
Median salary % change year-on-year +4.21% +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,500
% change year-on-year +3.53% +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 14 August 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 14 August 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 +316 796 £35,000 -22.22% 323
UK excluding London +287 676 £35,000 -12.50% 326
North of England +232 327 £35,000 -12.50% 83
Yorkshire +198 198 £32,500 -3.70% 12
Midlands +155 161 £30,000 -25.00% 84
London +18 150 £50,000 -9.09% 49
West Midlands +143 120 £29,500 -34.44% 30
North West +80 120 £37,500 -11.76% 68
South East +30 95 £37,500 +1.35% 62
East Midlands +22 41 £35,000 -12.50% 54
South West +32 38 £38,750 +10.71% 28
Scotland +4 28 £46,250 +32.14% 46
East of England +13 23 £30,000 -20.53% 17
North East -14 8 £32,500 +51.16% 3
Wales +1 2 £45,000 +12.50% 5
Northern Ireland 0 2 £30,000 -3.23% 1

For the 6 months to 14 August 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.

1 468 (55.65%) Google
2 352 (41.85%) Agile Software Development
3 262 (31.15%) JavaScript
4 245 (29.13%) HTML
5 220 (26.16%) .NET
5 220 (26.16%) CSS
6 214 (25.45%) C#
7 198 (23.54%) Marketing
8 183 (21.76%) Facebook
9 159 (18.91%) MVC
10 140 (16.65%) Analytics
11 137 (16.29%) SQL Server
12 132 (15.70%) SQL
13 130 (15.46%) Scrum
14 129 (15.34%) Finance
14 129 (15.34%) Social Media
15 127 (15.10%) AngularJS
16 116 (13.79%) PHP
17 111 (13.20%) SEO
17 111 (13.20%) User Experience
18 108 (12.84%) E-Commerce
18 108 (12.84%) Git (software)
19 105 (12.49%) Digital Marketing
20 104 (12.37%) Degree
20 104 (12.37%) TDD
21 102 (12.13%) ASP.NET
22 90 (10.70%) Java
23 86 (10.23%) Web Development
24 81 (9.63%) Continuous Integration
24 81 (9.63%) 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 50 (5.95%) CMS
2 30 (3.57%) WordPress
3 17 (2.02%) Apache
4 15 (1.78%) Apache Spark
5 13 (1.55%) SharePoint
6 6 (0.71%) Confluence
6 6 (0.71%) TYPO3
7 5 (0.59%) Drupal
7 5 (0.59%) nginx
7 5 (0.59%) Sitecore CMS
8 4 (0.48%) IIS
8 4 (0.48%) JBoss
8 4 (0.48%) Umbraco
9 3 (0.36%) Kentico
9 3 (0.36%) Marvel
10 2 (0.24%) Elasticsearch
10 2 (0.24%) Joomla!
10 2 (0.24%) Tomcat
10 2 (0.24%) WebLogic
11 1 (0.12%) WebSphere
Applications
1 46 (5.47%) Photoshop
2 19 (2.26%) Adobe Illustrator
3 16 (1.90%) InDesign
4 14 (1.66%) Microsoft Excel
5 13 (1.55%) Microsoft Office
5 13 (1.55%) Microsoft PowerPoint
6 7 (0.83%) Adobe Creative Suite
7 4 (0.48%) Adobe Premiere
8 3 (0.36%) InVision
8 3 (0.36%) Spreadsheet
9 2 (0.24%) Adobe After Effects
10 1 (0.12%) AutoCAD
10 1 (0.12%) Camtasia
10 1 (0.12%) HipChat
10 1 (0.12%) Revit
10 1 (0.12%) Siemens NX
10 1 (0.12%) SketchUp
10 1 (0.12%) SOLIDWORKS
Business Applications
1 15 (1.78%) Magento
2 5 (0.59%) Shopify
3 2 (0.24%) Eikon
3 2 (0.24%) Payment Gateway
3 2 (0.24%) Salesforce.com CRM
4 1 (0.12%) Cognos Business Intelligence
4 1 (0.12%) Cognos TM1
4 1 (0.12%) Dynamics AX
4 1 (0.12%) NetSuite
Cloud Services
1 76 (9.04%) AdWords
2 58 (6.90%) Google Analytics
3 46 (5.47%) Microsoft Azure
4 36 (4.28%) Amazon AWS
5 19 (2.26%) MailChimp
6 14 (1.66%) Google Tag Manager
7 13 (1.55%) npm
8 12 (1.43%) Adobe Creative Cloud
8 12 (1.43%) GitHub
8 12 (1.43%) SaaS
9 10 (1.19%) Office 365
10 5 (0.59%) IaaS
10 5 (0.59%) Slack
11 4 (0.48%) Firebase
12 3 (0.36%) Azure Active Directory
12 3 (0.36%) Flurry Analytics
12 3 (0.36%) G Suite
12 3 (0.36%) Google Cloud Platform
12 3 (0.36%) Google Play
12 3 (0.36%) PaaS
Communications & Networking
1 10 (1.19%) Internet
2 8 (0.95%) Firewall
2 8 (0.95%) Intranet
3 5 (0.59%) HTTP
3 5 (0.59%) SAN
3 5 (0.59%) Skype
3 5 (0.59%) VoIP
4 3 (0.36%) LAN
4 3 (0.36%) TCP/IP
4 3 (0.36%) WAN
5 2 (0.24%) Network Security
5 2 (0.24%) PuTTY
5 2 (0.24%) VPN
5 2 (0.24%) WebEx
5 2 (0.24%) Wi-Fi
6 1 (0.12%) Bluetooth
6 1 (0.12%) DNS
6 1 (0.12%) SSH
6 1 (0.12%) VLAN
6 1 (0.12%) Wireless
Database & Business Intelligence
1 137 (16.29%) SQL Server
2 70 (8.32%) MySQL
3 57 (6.78%) SQL Server 2016
4 20 (2.38%) Big Data
5 19 (2.26%) MongoDB
6 16 (1.90%) PostgreSQL
7 15 (1.78%) NoSQL
8 13 (1.55%) SQL Server Reporting Services
9 12 (1.43%) Apache Cassandra
10 10 (1.19%) SQL Server Integration Services
11 9 (1.07%) Data Warehouse
12 8 (0.95%) SQL Server 2008
13 6 (0.71%) Relational Database
14 5 (0.59%) Hadoop
14 5 (0.59%) SQL Server Analysis Services
15 4 (0.48%) Power BI
15 4 (0.48%) RDBMS
16 3 (0.36%) Amazon Redshift
16 3 (0.36%) Azure SQL Database
16 3 (0.36%) Data Mining
Development Applications
1 108 (12.84%) Git (software)
2 57 (6.78%) NUnit
3 56 (6.66%) MSTest
4 27 (3.21%) Team Foundation Server
5 21 (2.50%) JIRA
5 21 (2.50%) Selenium
6 17 (2.02%) Moq
6 17 (2.02%) Subversion
7 15 (1.78%) Rhino Mocks
8 14 (1.66%) Jenkins
9 12 (1.43%) Axure RP
9 12 (1.43%) TeamCity
10 11 (1.31%) Bower
10 11 (1.31%) Grunt
11 10 (1.19%) JUnit
12 9 (1.07%) Bitbucket
12 9 (1.07%) gulp
13 7 (0.83%) Cucumber
13 7 (0.83%) Visual Studio
13 7 (0.83%) webpack
General
1 198 (23.54%) Marketing
2 129 (15.34%) Finance
3 76 (9.04%) Retail
4 53 (6.30%) Advertising
5 25 (2.97%) Games
6 12 (1.43%) Automotive
7 11 (1.31%) Brand Awareness
8 10 (1.19%) Manufacturing
9 8 (0.95%) Banking
9 8 (0.95%) Telecoms
10 5 (0.59%) Multimedia
11 4 (0.48%) Pharmaceutical
11 4 (0.48%) Publishing
12 2 (0.24%) Back Office
12 2 (0.24%) Electronics
12 2 (0.24%) German Language
13 1 (0.12%) Financial Institution
13 1 (0.12%) Legal
13 1 (0.12%) Music Industry
Job Titles
1 423 (50.30%) Developer
2 136 (16.17%) .NET Developer
3 81 (9.63%) Senior Developer
4 80 (9.51%) C# Developer
5 78 (9.27%) PHP Developer
6 74 (8.80%) C# .NET Developer
7 50 (5.95%) C# WPF Developer
7 50 (5.95%) WPF Developer
8 49 (5.83%) Analyst
9 47 (5.59%) Designer
10 44 (5.23%) Junior
11 41 (4.88%) Front End Developer (Client-Side Developer)
12 38 (4.52%) JavaScript Developer
13 37 (4.40%) Marketing Executive
14 36 (4.28%) Java Developer
14 36 (4.28%) Software Developer
15 35 (4.16%) Web Developer
16 31 (3.69%) Marketing Manager
17 30 (3.57%) Junior Developer
17 30 (3.57%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 245 (29.13%) HTML
2 220 (26.16%) .NET
2 220 (26.16%) CSS
3 127 (15.10%) AngularJS
4 102 (12.13%) ASP.NET
5 80 (9.51%) HTML5
5 80 (9.51%) jQuery
6 74 (8.80%) React
7 66 (7.85%) Twitter Bootstrap
8 58 (6.90%) WPF
9 57 (6.78%) ASP.NET MVC
9 57 (6.78%) Ninject
10 56 (6.66%) Spring.NET
10 56 (6.66%) Unity DI Container
11 54 (6.42%) CSS3
12 40 (4.76%) LAMP
13 38 (4.52%) JSON
13 38 (4.52%) Web Services
14 37 (4.40%) Node.js
14 37 (4.40%) XML
Miscellaneous
1 129 (15.34%) Social Media
2 111 (13.20%) User Experience
3 65 (7.73%) Social Network
4 57 (6.78%) Enterprise Software
5 52 (6.18%) Blog
6 49 (5.83%) Computer Science
7 43 (5.11%) Analytical Skills
8 37 (4.40%) Self-Motivation
9 30 (3.57%) Greenfield Project
10 27 (3.21%) Mobile App
11 17 (2.02%) Tandem
12 12 (1.43%) Driving Licence
12 12 (1.43%) Graphic Design
13 10 (1.19%) Algorithms
14 9 (1.07%) Fintech
15 6 (0.71%) Digital Media
15 6 (0.71%) Public Cloud
16 5 (0.59%) Internet of Things
16 5 (0.59%) Linux Command Line
17 4 (0.48%) Virtual Team
Operating Systems
1 63 (7.49%) Linux
2 56 (6.66%) Windows
3 22 (2.62%) Windows Server
4 11 (1.31%) Android
5 10 (1.19%) Apple iOS
5 10 (1.19%) Unix
6 4 (0.48%) Windows Phone
7 2 (0.24%) Mac OS X
8 1 (0.12%) Windows Server 2008
8 1 (0.12%) Windows Server 2012
Processes & Methodologies
1 352 (41.85%) Agile Software Development
2 159 (18.91%) MVC
3 140 (16.65%) Analytics
4 130 (15.46%) Scrum
5 111 (13.20%) SEO
6 108 (12.84%) E-Commerce
7 105 (12.49%) Digital Marketing
8 104 (12.37%) TDD
9 86 (10.23%) Web Development
10 81 (9.63%) Continuous Integration
10 81 (9.63%) Kanban
11 78 (9.27%) SDLC
12 71 (8.44%) Creative Thinking
13 70 (8.32%) Problem-Solving
14 67 (7.97%) Pay per click
15 64 (7.61%) Front End Development
16 58 (6.90%) Dependency Injection
17 57 (6.78%) MVVM
18 56 (6.66%) Inversion of Control
19 48 (5.71%) OOP
Programming Languages
1 262 (31.15%) JavaScript
2 214 (25.45%) C#
3 132 (15.70%) SQL
4 116 (13.79%) PHP
5 90 (10.70%) Java
6 54 (6.42%) Python
7 13 (1.55%) C++
8 11 (1.31%) PowerShell
8 11 (1.31%) Scala
8 11 (1.31%) T-SQL
9 10 (1.19%) PHP 5
10 9 (1.07%) Ruby
10 9 (1.07%) TypeScript
11 8 (0.95%) R
11 8 (0.95%) VB.NET
12 6 (0.71%) ES6
12 6 (0.71%) Go
13 5 (0.59%) C
13 5 (0.59%) PHP 7
14 4 (0.48%) VBA
Qualifications
1 104 (12.37%) Degree
2 41 (4.88%) Computer Science Degree
3 12 (1.43%) ISEB
4 11 (1.31%) PhD
5 7 (0.83%) Security Cleared
6 5 (0.59%) Cisco Certification
7 4 (0.48%) CCNA
7 4 (0.48%) ISTQB
7 4 (0.48%) Microsoft Certification
8 3 (0.36%) DBS Check
9 2 (0.24%) Sun Certification
10 1 (0.12%) CCNP
10 1 (0.12%) CEH
10 1 (0.12%) CISSP
10 1 (0.12%) Citrix Certification
10 1 (0.12%) DV Cleared
10 1 (0.12%) ITIL Certification
10 1 (0.12%) Master's Degree
10 1 (0.12%) SSCP
10 1 (0.12%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 28 (3.33%) QA
2 4 (0.48%) SLA
3 2 (0.24%) Data Quality
4 1 (0.12%) GDPR
4 1 (0.12%) PMO
System Software
1 27 (3.21%) Docker
2 10 (1.19%) Active Directory
3 7 (0.83%) VMware Infrastructure
4 5 (0.59%) Hyper-V
5 4 (0.48%) Virtual Machines
6 1 (0.12%) VMware ESXi
6 1 (0.12%) vSphere
Systems Management
1 8 (0.95%) Ansible
2 7 (0.83%) Kubernetes
2 7 (0.83%) Opscode Chef
3 6 (0.71%) Terraform
4 5 (0.59%) Puppet
5 3 (0.36%) SCOM
5 3 (0.36%) SCVMM
5 3 (0.36%) Single Sign-On
6 1 (0.12%) Nagios
6 1 (0.12%) Norton AntiVirus
6 1 (0.12%) TeamSite
Vendors
1 468 (55.65%) Google
2 183 (21.76%) Facebook
3 51 (6.06%) Adobe
4 47 (5.59%) Microsoft
5 25 (2.97%) DoubleClick
6 18 (2.14%) Zend
7 15 (1.78%) Salesforce.com
8 14 (1.66%) Cisco
9 13 (1.55%) Hootsuite
10 12 (1.43%) Marin
11 11 (1.31%) Kenshoo
11 11 (1.31%) Sitecore
12 9 (1.07%) Xamarin
13 8 (0.95%) Capita
14 7 (0.83%) PayPal
14 7 (0.83%) VMware
15 6 (0.71%) IBM
15 6 (0.71%) Oracle
15 6 (0.71%) Pardot
16 5 (0.59%) Dell