Period
to 22 January 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 22 January 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
22 Jan 2018
Same period 2017 Same period 2016
Rank 501 745 606
Rank change year-on-year +244 -139 -113
Permanent jobs citing Twitter 871 421 812
As % of all permanent IT jobs advertised in England 0.54% 0.26% 0.41%
As % of the Vendors category 1.21% 0.59% 0.91%
Number of salaries quoted 789 357 729
England median annual salary £35,500 £45,000 £45,000
Median salary % change year-on-year -21.11% - +12.50%
10th Percentile £22,000 £26,250 £27,500
90th Percentile £61,250 £77,500 £70,000
UK median annual salary £35,250 £42,500 £45,000
% change year-on-year -17.06% -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 72,218 71,814 89,088
As % of all permanent IT jobs advertised in England 44.47% 43.58% 45.42%
Number of salaries quoted 57,270 58,215 73,696
England median annual salary £47,500 £46,500 £45,000
Median salary % change year-on-year +2.15% +3.33% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £76,250 £75,000 £74,750
UK median annual salary £47,500 £45,000 £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 22 January 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 22 January 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 +224 351 £35,000 - 147
Yorkshire +187 216 £32,500 -18.75% 48
London -26 207 £55,000 - 94
North West +83 131 £37,500 - 93
Midlands +77 130 £33,750 +3.85% 39
South East +88 125 £37,500 -3.23% 73
West Midlands +37 69 £30,000 -20.00% 26
East Midlands +53 61 £35,000 +60.92% 13
East of England +19 31 £30,000 -25.00% 19
South West +16 27 £37,500 -0.66% 26
North East -14 4 £29,250 -4.92% 6
Twitter
UK

For the 6 months to 22 January 2018, IT jobs citing Twitter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Twitter.

1 538 (61.77%) Google
2 356 (40.87%) Agile Software Development
3 324 (37.20%) JavaScript
4 289 (33.18%) HTML
5 269 (30.88%) C#
6 264 (30.31%) .NET
7 261 (29.97%) CSS
8 199 (22.85%) SQL
9 186 (21.35%) MVC
10 184 (21.13%) Facebook
11 169 (19.40%) Marketing
12 163 (18.71%) Scrum
13 158 (18.14%) ASP.NET
14 157 (18.03%) SQL Server
15 153 (17.57%) TDD
16 139 (15.96%) HTML5
17 133 (15.27%) Finance
18 129 (14.81%) Analytics
19 127 (14.58%) Degree
20 124 (14.24%) jQuery
21 118 (13.55%) PHP
22 106 (12.17%) Social Media
22 106 (12.17%) Git (software)
23 98 (11.25%) MySQL
24 95 (10.91%) E-Commerce
25 92 (10.56%) Continuous Integration
26 91 (10.45%) Java
27 89 (10.22%) Windows
28 85 (9.76%) Retail
28 85 (9.76%) AngularJS

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 43 (4.94%) CMS
2 32 (3.67%) Apache Spark
3 25 (2.87%) WordPress
4 17 (1.95%) Elasticsearch
5 16 (1.84%) Apache
6 13 (1.49%) Umbraco
7 12 (1.38%) SAS
8 8 (0.92%) Sitecore CMS
9 7 (0.80%) IIS
10 6 (0.69%) Drupal
11 3 (0.34%) Confluence
11 3 (0.34%) EPiServer
11 3 (0.34%) Kentico
11 3 (0.34%) Luigi
12 2 (0.23%) JBoss
12 2 (0.23%) MS Exchange
12 2 (0.23%) Oracle SOA Suite
12 2 (0.23%) Sitefinity
12 2 (0.23%) Telligent Community
12 2 (0.23%) Tomcat
Applications
1 30 (3.44%) Microsoft Excel
2 26 (2.99%) Photoshop
3 16 (1.84%) Microsoft Office
4 14 (1.61%) Adobe Illustrator
5 12 (1.38%) Adobe Creative Suite
5 12 (1.38%) Microsoft PowerPoint
6 9 (1.03%) SPSS
7 3 (0.34%) Adobe Premiere
7 3 (0.34%) InDesign
8 2 (0.23%) Adobe After Effects
8 2 (0.23%) AutoCAD
8 2 (0.23%) InVision
8 2 (0.23%) Mathematica
9 1 (0.11%) Moqups
9 1 (0.11%) Spreadsheet
Business Applications
1 19 (2.18%) Magento
2 8 (0.92%) Eloqua
3 2 (0.23%) NetSuite
4 1 (0.11%) Adobe Campaign
4 1 (0.11%) Cognos TM1
4 1 (0.11%) FastStats PeopleStage
4 1 (0.11%) Unica
Cloud Services
1 57 (6.54%) Amazon AWS
2 56 (6.43%) Microsoft Azure
3 49 (5.63%) Google Analytics
4 22 (2.53%) AdWords
5 14 (1.61%) npm
6 13 (1.49%) Google Cloud Platform
7 11 (1.26%) SaaS
8 9 (1.03%) Adobe Creative Cloud
9 7 (0.80%) GitHub
10 6 (0.69%) Amazon S3
10 6 (0.69%) MailChimp
11 5 (0.57%) Heroku
12 4 (0.46%) Cloud Computing
12 4 (0.46%) Office 365
13 3 (0.34%) BlueKai
14 2 (0.23%) AWS CloudFormation
14 2 (0.23%) Boomi
14 2 (0.23%) Dropbox
14 2 (0.23%) Sage Pay
14 2 (0.23%) Twilio
Communications & Networking
1 30 (3.44%) HTTP
2 12 (1.38%) Internet
3 4 (0.46%) Intranet
3 4 (0.46%) TCP/IP
4 3 (0.34%) DNS
4 3 (0.34%) Firewall
5 2 (0.23%) AMQP
5 2 (0.23%) LAN
6 1 (0.11%) SMS
6 1 (0.11%) VLAN
6 1 (0.11%) VoIP
6 1 (0.11%) VPN
6 1 (0.11%) WAN
Database & Business Intelligence
1 157 (18.03%) SQL Server
2 98 (11.25%) MySQL
3 61 (7.00%) Big Data
4 39 (4.48%) SQL Server 2014
5 33 (3.79%) SQL Server 2016
6 29 (3.33%) PostgreSQL
7 26 (2.99%) MongoDB
8 25 (2.87%) Hadoop
9 20 (2.30%) Data Warehouse
9 20 (2.30%) NoSQL
9 20 (2.30%) Power BI
10 19 (2.18%) SQL Server Integration Services
11 18 (2.07%) SQL Server Reporting Services
12 17 (1.95%) Apache Cassandra
12 17 (1.95%) SQL Server Analysis Services
13 13 (1.49%) Amazon Redshift
14 9 (1.03%) Data Lake
15 7 (0.80%) Cosmos DB
15 7 (0.80%) Flink
15 7 (0.80%) HDInsight
Development Applications
1 106 (12.17%) Git (software)
2 70 (8.04%) MSTest
3 65 (7.46%) NUnit
4 52 (5.97%) Moq
5 49 (5.63%) Rhino Mocks
6 40 (4.59%) gulp
7 37 (4.25%) Subversion
8 32 (3.67%) Jasmine
9 31 (3.56%) webpack
10 27 (3.10%) Grunt
10 27 (3.10%) Selenium
11 23 (2.64%) Karma Test Runner
12 19 (2.18%) Visual Studio
13 13 (1.49%) Cucumber
13 13 (1.49%) Protractor
14 10 (1.15%) Axure RP
15 9 (1.03%) Jenkins
16 8 (0.92%) Balsamiq Mockups
17 7 (0.80%) TeamCity
18 6 (0.69%) Mercurial
General
1 169 (19.40%) Marketing
2 133 (15.27%) Finance
3 85 (9.76%) Retail
4 41 (4.71%) Advertising
5 27 (3.10%) Games
6 15 (1.72%) Manufacturing
7 13 (1.49%) Telecoms
8 8 (0.92%) Electronics
9 7 (0.80%) Automotive
10 5 (0.57%) Banking
11 3 (0.34%) Back Office
11 3 (0.34%) Music Industry
12 2 (0.23%) Financial Institution
12 2 (0.23%) Law
12 2 (0.23%) Legal
12 2 (0.23%) Multimedia
12 2 (0.23%) Pharmaceutical
13 1 (0.11%) French Language
13 1 (0.11%) Investment Banking
13 1 (0.11%) Publishing
Job Titles
1 497 (57.06%) Developer
2 147 (16.88%) .NET Developer
3 110 (12.63%) C# Developer
4 94 (10.79%) C# .NET Developer
5 77 (8.84%) Senior Developer
6 62 (7.12%) PHP Developer
7 56 (6.43%) Software Developer
8 54 (6.20%) Junior
9 53 (6.08%) Front End Developer (Client-Side Developer)
10 52 (5.97%) C# WPF Developer
10 52 (5.97%) WPF Developer
11 47 (5.40%) JavaScript Developer
12 42 (4.82%) Junior Developer
13 35 (4.02%) Java Developer
13 35 (4.02%) Web Developer
14 32 (3.67%) Analyst
15 30 (3.44%) Tester
16 29 (3.33%) Lead Developer
17 26 (2.99%) Designer
18 21 (2.41%) Data Scientist
Libraries, Frameworks & Software Standards
1 289 (33.18%) HTML
2 264 (30.31%) .NET
3 261 (29.97%) CSS
4 158 (18.14%) ASP.NET
5 139 (15.96%) HTML5
6 124 (14.24%) jQuery
7 85 (9.76%) AngularJS
8 78 (8.96%) Twitter Bootstrap
9 76 (8.73%) CSS3
10 73 (8.38%) React
11 67 (7.69%) WPF
12 65 (7.46%) Ninject
12 65 (7.46%) Spring.NET
12 65 (7.46%) Unity DI Container
13 63 (7.23%) ASP.NET MVC
14 59 (6.77%) WinForms
15 55 (6.31%) Node.js
15 55 (6.31%) RESTful
16 51 (5.86%) Sass
17 49 (5.63%) Castle Windsor
Miscellaneous
1 106 (12.17%) Social Media
2 73 (8.38%) Social Network
3 71 (8.15%) User Experience
4 68 (7.81%) Enterprise Software
5 60 (6.89%) Computer Science
6 46 (5.28%) Greenfield Project
7 37 (4.25%) Analytical Skills
8 31 (3.56%) Blog
8 31 (3.56%) Tandem
9 19 (2.18%) BBC
10 18 (2.07%) Algorithms
11 14 (1.61%) Mobile App
12 9 (1.03%) Data Structures
13 8 (0.92%) Animation
13 8 (0.92%) Graphic Design
14 7 (0.80%) Fintech
15 6 (0.69%) Linux Command Line
15 6 (0.69%) Management Information System
15 6 (0.69%) Video\Live Streaming
16 4 (0.46%) Cyberthreat
Operating Systems
1 89 (10.22%) Windows
2 78 (8.96%) Linux
3 39 (4.48%) Android
4 33 (3.79%) Apple iOS
5 14 (1.61%) Windows Server
6 10 (1.15%) Unix
7 4 (0.46%) CentOS
7 4 (0.46%) Ubuntu
8 2 (0.23%) Mac OS X
9 1 (0.11%) Red Hat Enterprise Linux
9 1 (0.11%) Windows Mobile
Processes & Methodologies
1 356 (40.87%) Agile Software Development
2 186 (21.35%) MVC
3 163 (18.71%) Scrum
4 153 (17.57%) TDD
5 129 (14.81%) Analytics
6 95 (10.91%) E-Commerce
7 92 (10.56%) Continuous Integration
8 80 (9.18%) Front End Development
9 76 (8.73%) Web Development
10 74 (8.50%) SEO
11 73 (8.38%) Test Automation
12 70 (8.04%) OOP
13 69 (7.92%) Dependency Injection
13 69 (7.92%) Kanban
14 66 (7.58%) Digital Marketing
14 66 (7.58%) Inversion of Control
15 65 (7.46%) MVVM
16 63 (7.23%) Unit Testing
17 57 (6.54%) Machine Learning
18 54 (6.20%) OO
Programming Languages
1 324 (37.20%) JavaScript
2 269 (30.88%) C#
3 199 (22.85%) SQL
4 118 (13.55%) PHP
5 91 (10.45%) Java
6 78 (8.96%) Python
7 22 (2.53%) C++
7 22 (2.53%) ES6
8 21 (2.41%) PHP 7
8 21 (2.41%) Ruby
9 19 (2.18%) ES7
10 18 (2.07%) R
11 16 (1.84%) Go
11 16 (1.84%) T-SQL
12 13 (1.49%) C
13 9 (1.03%) PowerShell
14 8 (0.92%) MATLAB
14 8 (0.92%) VB.NET
14 8 (0.92%) VBA
15 7 (0.80%) Apple Swift
Qualifications
1 127 (14.58%) Degree
2 31 (3.56%) Computer Science Degree
3 30 (3.44%) PhD
4 15 (1.72%) ISEB
5 11 (1.26%) ISTQB
6 7 (0.80%) CCNA
6 7 (0.80%) Cisco Certification
6 7 (0.80%) Master's Degree
6 7 (0.80%) Microsoft Certification
7 4 (0.46%) Numerate Degree
8 3 (0.34%) CEH
8 3 (0.34%) CISSP
9 2 (0.23%) MCP
9 2 (0.23%) Security Cleared
10 1 (0.11%) CREST Certified
10 1 (0.11%) GCFA
10 1 (0.11%) GIAC
10 1 (0.11%) PRINCE2 Certification
10 1 (0.11%) SANS
10 1 (0.11%) SSCP
Quality Assurance & Compliance
1 12 (1.38%) QA
2 4 (0.46%) Data Quality
3 2 (0.23%) PMO
4 1 (0.11%) GDPR
4 1 (0.11%) ISO/IEC 27001
4 1 (0.11%) PCI DSS
4 1 (0.11%) WCAG
System Software
1 28 (3.21%) Docker
2 5 (0.57%) VMware Infrastructure
3 4 (0.46%) Hyper-V
4 3 (0.34%) Active Directory
5 2 (0.23%) HDFS
Systems Management
1 17 (1.95%) Kubernetes
2 9 (1.03%) Opscode Chef
3 7 (0.80%) Puppet
4 2 (0.23%) Ansible
4 2 (0.23%) Hadoop YARN
4 2 (0.23%) SCCM
4 2 (0.23%) Terraform
5 1 (0.11%) Galera Cluster
5 1 (0.11%) Systems Management Server (SMS)
5 1 (0.11%) WMI
Vendors
1 538 (61.77%) Google
2 184 (21.13%) Facebook
3 68 (7.81%) Microsoft
4 37 (4.25%) Zend
5 35 (4.02%) Adobe
6 19 (2.18%) Sony
7 17 (1.95%) Salesforce.com
8 14 (1.61%) Marketo
8 14 (1.61%) Oracle
9 11 (1.26%) Tableau
10 9 (1.03%) Apple
10 9 (1.03%) SAP
11 8 (0.92%) Sitecore
12 7 (0.80%) Cisco
12 7 (0.80%) Hootsuite
12 7 (0.80%) HubSpot
12 7 (0.80%) IBM
12 7 (0.80%) Pardot
13 5 (0.57%) PayPal
13 5 (0.57%) Xamarin