Period
to 19 July 2018

The table below provides summary statistics for permanent job vacancies advertised in England 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 19 July 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 > England
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 518 806 637
Rank change year-on-year +288 -169 -77
Permanent jobs citing Twitter 885 377 753
As % of all permanent IT jobs advertised in England 0.54% 0.23% 0.39%
As % of the Vendors category 1.24% 0.51% 0.88%
Number of salaries quoted 792 302 651
England median annual salary £35,000 £45,000 £45,000
Median salary % change year-on-year -22.22% - +12.50%
10th Percentile £21,250 £22,500 £27,500
90th Percentile £60,000 £76,250 £66,250
UK median annual salary £35,000 £42,500 £45,000
% change year-on-year -17.65% -5.56% +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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 71,502 74,205 85,863
As % of all permanent IT jobs advertised in England 43.97% 44.38% 44.88%
Number of salaries quoted 56,145 58,949 70,802
England median annual salary £49,000 £47,500 £46,000
Median salary % change year-on-year +3.16% +3.26% +2.22%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Twitter
Job Vacancy Trend in England

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

Job vacancy trend for Twitter in England

Twitter
Salary Trend in England

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

Salary trend for Twitter in England

Twitter
Salary Histogram in England

The salary distribution of IT jobs citing Twitter in England over the 6 months to 19 July 2018.

Salary histogram for Twitter in England

Twitter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter within the England region over the 6 months to 19 July 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
North of England +215 350 £35,000 -12.50% 99
Yorkshire +198 215 £32,500 +20.37% 15
London +38 186 £50,000 -9.09% 54
Midlands +140 169 £30,000 -25.00% 53
West Midlands +125 128 £30,000 -20.00% 36
North West +87 124 £37,500 -11.76% 82
South East +47 108 £40,000 +11.11% 70
East Midlands +32 41 £35,000 -17.65% 17
South West +32 40 £37,500 +87.50% 17
East of England +2 32 £30,000 -17.24% 16
North East -6 10 £30,000 +39.53% 2
Twitter
UK

For the 6 months to 19 July 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 across the England region with a requirement for Twitter.

1 499 (56.38%) Google
2 361 (40.79%) Agile Software Development
3 279 (31.53%) JavaScript
4 262 (29.60%) HTML
5 240 (27.12%) CSS
6 231 (26.10%) .NET
7 228 (25.76%) C#
8 211 (23.84%) Marketing
9 199 (22.49%) Facebook
10 172 (19.44%) MVC
11 148 (16.72%) SQL Server
12 142 (16.05%) Analytics
13 141 (15.93%) Social Media
14 132 (14.92%) AngularJS
15 130 (14.69%) Scrum
16 129 (14.58%) Finance
16 129 (14.58%) PHP
17 127 (14.35%) SQL
18 125 (14.12%) SEO
19 121 (13.67%) TDD
20 120 (13.56%) Degree
21 114 (12.88%) Digital Marketing
22 112 (12.66%) ASP.NET
22 112 (12.66%) E-Commerce
23 111 (12.54%) Git (software)
24 108 (12.20%) User Experience
25 97 (10.96%) Web Development
26 92 (10.40%) jQuery
27 88 (9.94%) Java
28 87 (9.83%) Continuous Integration

Twitter
Co-occurring IT Skills in England 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 (5.99%) CMS
2 31 (3.50%) WordPress
3 19 (2.15%) Apache Spark
4 17 (1.92%) Apache
5 16 (1.81%) SharePoint
6 9 (1.02%) TYPO3
7 7 (0.79%) Elasticsearch
8 6 (0.68%) Confluence
9 5 (0.56%) Drupal
9 5 (0.56%) IIS
9 5 (0.56%) nginx
9 5 (0.56%) Sitecore CMS
9 5 (0.56%) Umbraco
10 3 (0.34%) Kentico
10 3 (0.34%) Marvel
11 2 (0.23%) Joomla!
11 2 (0.23%) Tomcat
12 1 (0.11%) ArcGIS
12 1 (0.11%) MS Exchange
12 1 (0.11%) WebSphere
Applications
1 47 (5.31%) Photoshop
2 18 (2.03%) Adobe Illustrator
3 16 (1.81%) Microsoft PowerPoint
4 15 (1.69%) Microsoft Excel
5 14 (1.58%) InDesign
6 11 (1.24%) Microsoft Office
7 9 (1.02%) Adobe Creative Suite
8 4 (0.45%) Adobe Premiere
9 3 (0.34%) Adobe After Effects
9 3 (0.34%) InVision
9 3 (0.34%) Spreadsheet
10 1 (0.11%) AutoCAD
10 1 (0.11%) Camtasia
10 1 (0.11%) HipChat
10 1 (0.11%) Revit
10 1 (0.11%) Siemens NX
10 1 (0.11%) SketchUp
10 1 (0.11%) SOLIDWORKS
Business Applications
1 17 (1.92%) Magento
2 5 (0.56%) Shopify
3 2 (0.23%) Eikon
3 2 (0.23%) Payment Gateway
3 2 (0.23%) Salesforce.com CRM
4 1 (0.11%) Dynamics AX
4 1 (0.11%) NetSuite
Cloud Services
1 77 (8.70%) AdWords
2 58 (6.55%) Google Analytics
3 51 (5.76%) Microsoft Azure
4 40 (4.52%) Amazon AWS
5 20 (2.26%) MailChimp
6 14 (1.58%) Adobe Creative Cloud
6 14 (1.58%) Google Tag Manager
7 12 (1.36%) npm
7 12 (1.36%) Office 365
8 11 (1.24%) SaaS
9 10 (1.13%) GitHub
10 9 (1.02%) Google Cloud Platform
11 5 (0.56%) Slack
12 3 (0.34%) Firebase
12 3 (0.34%) Flurry Analytics
12 3 (0.34%) G Suite
13 2 (0.23%) Cloud Computing
13 2 (0.23%) Google Play
13 2 (0.23%) IaaS
13 2 (0.23%) Serverless
Communications & Networking
1 11 (1.24%) Internet
1 11 (1.24%) Intranet
2 10 (1.13%) Firewall
3 9 (1.02%) HTTP
4 6 (0.68%) SAN
5 5 (0.56%) LAN
5 5 (0.56%) Skype
5 5 (0.56%) VoIP
5 5 (0.56%) WAN
6 4 (0.45%) TCP/IP
7 3 (0.34%) DNS
7 3 (0.34%) Wi-Fi
8 2 (0.23%) DHCP
8 2 (0.23%) Network Security
8 2 (0.23%) VPN
8 2 (0.23%) WebEx
8 2 (0.23%) Wireless
8 2 (0.23%) WLAN
9 1 (0.11%) Bluetooth
9 1 (0.11%) SMS
Database & Business Intelligence
1 148 (16.72%) SQL Server
2 81 (9.15%) MySQL
3 61 (6.89%) SQL Server 2016
4 25 (2.82%) Big Data
5 21 (2.37%) MongoDB
6 20 (2.26%) NoSQL
7 18 (2.03%) Apache Cassandra
8 16 (1.81%) PostgreSQL
9 13 (1.47%) SQL Server Reporting Services
10 10 (1.13%) SQL Server 2008
10 10 (1.13%) SQL Server Integration Services
11 9 (1.02%) Data Warehouse
12 6 (0.68%) Hadoop
12 6 (0.68%) SQL Server 2014
13 5 (0.56%) SQL Server Analysis Services
14 4 (0.45%) CockroachDB
14 4 (0.45%) Power BI
14 4 (0.45%) Relational Database
15 3 (0.34%) Amazon Redshift
15 3 (0.34%) BigQuery
Development Applications
1 111 (12.54%) Git (software)
2 67 (7.57%) MSTest
2 67 (7.57%) NUnit
3 28 (3.16%) Team Foundation Server
4 25 (2.82%) Moq
5 23 (2.60%) Rhino Mocks
6 20 (2.26%) Selenium
7 19 (2.15%) JIRA
8 17 (1.92%) Subversion
9 14 (1.58%) Grunt
10 13 (1.47%) Jenkins
11 12 (1.36%) Axure RP
11 12 (1.36%) gulp
11 12 (1.36%) TeamCity
12 11 (1.24%) Bower
12 11 (1.24%) JUnit
13 9 (1.02%) Jasmine
14 8 (0.90%) webpack
15 7 (0.79%) Cucumber
16 6 (0.68%) Bitbucket
General
1 211 (23.84%) Marketing
2 129 (14.58%) Finance
3 85 (9.60%) Retail
4 54 (6.10%) Advertising
5 24 (2.71%) Games
6 12 (1.36%) Automotive
7 11 (1.24%) Brand Awareness
7 11 (1.24%) Manufacturing
8 8 (0.90%) Telecoms
9 7 (0.79%) Banking
10 6 (0.68%) Legal
10 6 (0.68%) Multimedia
11 4 (0.45%) Pharmaceutical
12 3 (0.34%) Publishing
13 2 (0.23%) Back Office
13 2 (0.23%) Electronics
14 1 (0.11%) Financial Institution
14 1 (0.11%) German Language
14 1 (0.11%) Law
14 1 (0.11%) Music Industry
Job Titles
1 468 (52.88%) Developer
2 154 (17.40%) .NET Developer
3 91 (10.28%) Senior Developer
4 90 (10.17%) C# Developer
5 88 (9.94%) PHP Developer
6 85 (9.60%) C# .NET Developer
7 58 (6.55%) C# WPF Developer
7 58 (6.55%) WPF Developer
8 51 (5.76%) Designer
9 50 (5.65%) Front End Developer (Client-Side Developer)
10 46 (5.20%) Web Developer
11 45 (5.08%) Junior
12 42 (4.75%) Marketing Executive
13 38 (4.29%) Java Developer
14 37 (4.18%) JavaScript Developer
15 35 (3.95%) Analyst
16 34 (3.84%) Software Developer
17 31 (3.50%) Junior Developer
17 31 (3.50%) Senior .NET Developer
18 29 (3.28%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 262 (29.60%) HTML
2 240 (27.12%) CSS
3 231 (26.10%) .NET
4 132 (14.92%) AngularJS
5 112 (12.66%) ASP.NET
6 92 (10.40%) jQuery
7 86 (9.72%) HTML5
8 81 (9.15%) React
9 71 (8.02%) Twitter Bootstrap
10 68 (7.68%) WPF
11 66 (7.46%) Ninject
11 66 (7.46%) Spring.NET
11 66 (7.46%) Unity DI Container
12 62 (7.01%) ASP.NET MVC
13 55 (6.21%) CSS3
14 46 (5.20%) Node.js
15 42 (4.75%) LAMP
16 38 (4.29%) Web Services
17 36 (4.07%) .NET Framework
18 35 (3.95%) ASP.NET Web API
Miscellaneous
1 141 (15.93%) Social Media
2 108 (12.20%) User Experience
3 71 (8.02%) Social Network
4 66 (7.46%) Enterprise Software
5 57 (6.44%) Blog
6 53 (5.99%) Computer Science
7 45 (5.08%) Analytical Skills
8 40 (4.52%) Self-Motivation
9 35 (3.95%) Greenfield Project
10 25 (2.82%) Mobile App
11 17 (1.92%) Tandem
12 12 (1.36%) Algorithms
12 12 (1.36%) Driving Licence
12 12 (1.36%) Graphic Design
13 7 (0.79%) Linux Command Line
14 6 (0.68%) Digital Media
14 6 (0.68%) Fintech
14 6 (0.68%) Internet of Things
15 5 (0.56%) Smart Energy
16 4 (0.45%) Video Editing
Operating Systems
1 64 (7.23%) Windows
2 62 (7.01%) Linux
3 23 (2.60%) Windows Server
4 11 (1.24%) Android
5 10 (1.13%) Apple iOS
6 8 (0.90%) Unix
7 3 (0.34%) Windows Phone
8 2 (0.23%) Mac OS X
8 2 (0.23%) Windows Server 2008
8 2 (0.23%) Windows Server 2012
9 1 (0.11%) Windows 10
9 1 (0.11%) Windows 7
9 1 (0.11%) Windows Server 2003
Processes & Methodologies
1 361 (40.79%) Agile Software Development
2 172 (19.44%) MVC
3 142 (16.05%) Analytics
4 130 (14.69%) Scrum
5 125 (14.12%) SEO
6 121 (13.67%) TDD
7 114 (12.88%) Digital Marketing
8 112 (12.66%) E-Commerce
9 97 (10.96%) Web Development
10 87 (9.83%) Continuous Integration
11 81 (9.15%) Problem-Solving
12 79 (8.93%) Kanban
13 75 (8.47%) SDLC
14 72 (8.14%) Front End Development
15 70 (7.91%) Creative Thinking
15 70 (7.91%) Pay per click
16 68 (7.68%) Dependency Injection
17 67 (7.57%) MVVM
18 66 (7.46%) Inversion of Control
19 55 (6.21%) OOP
Programming Languages
1 279 (31.53%) JavaScript
2 228 (25.76%) C#
3 129 (14.58%) PHP
4 127 (14.35%) SQL
5 88 (9.94%) Java
6 63 (7.12%) Python
7 14 (1.58%) Go
8 13 (1.47%) C++
8 13 (1.47%) Scala
8 13 (1.47%) T-SQL
9 12 (1.36%) PHP 5
10 9 (1.02%) R
10 9 (1.02%) Ruby
10 9 (1.02%) VB.NET
11 7 (0.79%) TypeScript
12 5 (0.56%) C
12 5 (0.56%) ES6
12 5 (0.56%) Java 8
12 5 (0.56%) PHP 7
12 5 (0.56%) PowerShell
Qualifications
1 120 (13.56%) Degree
2 44 (4.97%) Computer Science Degree
3 13 (1.47%) PhD
4 12 (1.36%) ISEB
5 7 (0.79%) Cisco Certification
5 7 (0.79%) Security Cleared
6 4 (0.45%) CCNA
6 4 (0.45%) ISTQB
6 4 (0.45%) Microsoft Certification
7 3 (0.34%) CEH
7 3 (0.34%) CISSP
7 3 (0.34%) DBS Check
7 3 (0.34%) SSCP
8 2 (0.23%) CCNP
8 2 (0.23%) MCSA
8 2 (0.23%) MCSE
8 2 (0.23%) Sun Certification
8 2 (0.23%) VMware Certified Professional (VCP)
9 1 (0.11%) MCITP
9 1 (0.11%) MCTS
Quality Assurance & Compliance
1 24 (2.71%) QA
2 4 (0.45%) SLA
3 2 (0.23%) Data Quality
4 1 (0.11%) GDPR
4 1 (0.11%) PMO
System Software
1 31 (3.50%) Docker
2 9 (1.02%) Active Directory
3 4 (0.45%) VMware Infrastructure
4 2 (0.23%) Hyper-V
4 2 (0.23%) Virtual Machines
5 1 (0.11%) Virtual Servers
5 1 (0.11%) VMware ESXi
5 1 (0.11%) vSphere
Systems Management
1 13 (1.47%) Kubernetes
2 5 (0.56%) Single Sign-On
3 4 (0.45%) Ansible
4 3 (0.34%) Opscode Chef
5 2 (0.23%) Puppet
5 2 (0.23%) Terraform
6 1 (0.11%) Nagios
6 1 (0.11%) TeamSite
6 1 (0.11%) TrustSec
Vendors
1 499 (56.38%) Google
2 199 (22.49%) Facebook
3 54 (6.10%) Adobe
4 39 (4.41%) Microsoft
5 26 (2.94%) DoubleClick
6 19 (2.15%) Zend
7 14 (1.58%) Salesforce.com
7 14 (1.58%) Sitecore
8 13 (1.47%) Cisco
8 13 (1.47%) Marin
9 12 (1.36%) Kenshoo
10 11 (1.24%) Hootsuite
11 9 (1.02%) Xamarin
12 8 (0.90%) Apple
13 7 (0.79%) Optimizely
13 7 (0.79%) Oracle
14 5 (0.56%) Avid
14 5 (0.56%) PayPal
14 5 (0.56%) Screaming Frog
15 4 (0.45%) Tableau