Period
to 23 April 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 23 April 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
23 Apr 2018
Same period 2017 Same period 2016
Rank 430 723 610
Rank change year-on-year +293 -113 -79
Permanent jobs citing Twitter 1,141 443 813
As % of all permanent IT jobs advertised in England 0.69% 0.27% 0.43%
As % of the Vendors category 1.53% 0.63% 0.93%
Number of salaries quoted 1,029 379 723
England median annual salary £35,000 £42,500 £45,000
Median salary % change year-on-year -17.65% -5.56% +12.50%
10th Percentile £22,000 £22,500 £28,250
90th Percentile £60,000 £77,500 £68,750
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 74,335 70,774 86,982
As % of all permanent IT jobs advertised in England 44.79% 43.87% 45.51%
Number of salaries quoted 59,090 57,426 71,969
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
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 23 April 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 23 April 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 +255 485 £35,000 -12.50% 144
Yorkshire +224 313 £32,500 +30.00% 59
London -10 250 £51,250 -6.82% 55
Midlands +123 176 £34,000 +13.33% 65
North West +105 166 £37,500 -11.76% 83
South East +68 144 £36,000 +2.86% 74
West Midlands +92 116 £34,000 -9.33% 36
East Midlands +50 60 £35,000 +59.09% 29
East of England +7 44 £30,000 +20.00% 22
South West +24 42 £37,500 +87.50% 22
North East -17 6 £30,000 +39.53% 2
Twitter
UK

For the 6 months to 23 April 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.

1 720 (63.10%) Google
2 466 (40.84%) Agile Software Development
3 394 (34.53%) JavaScript
4 350 (30.67%) HTML
5 323 (28.31%) .NET
6 322 (28.22%) C#
6 322 (28.22%) CSS
7 238 (20.86%) MVC
8 232 (20.33%) Marketing
9 226 (19.81%) SQL
10 211 (18.49%) Facebook
11 195 (17.09%) ASP.NET
12 180 (15.78%) SQL Server
13 178 (15.60%) Scrum
13 178 (15.60%) Degree
14 168 (14.72%) TDD
15 164 (14.37%) Analytics
16 163 (14.29%) Finance
17 158 (13.85%) PHP
18 139 (12.18%) Social Media
19 137 (12.01%) HTML5
20 134 (11.74%) MySQL
21 132 (11.57%) jQuery
22 128 (11.22%) AngularJS
23 123 (10.78%) Web Development
24 122 (10.69%) SEO
25 119 (10.43%) Java
25 119 (10.43%) E-Commerce
26 118 (10.34%) Retail
27 116 (10.17%) Git (software)

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 54 (4.73%) CMS
2 43 (3.77%) Apache Spark
3 28 (2.45%) Apache
4 27 (2.37%) WordPress
5 20 (1.75%) Elasticsearch
6 15 (1.31%) SharePoint
7 10 (0.88%) SAS
7 10 (0.88%) Umbraco
8 9 (0.79%) TYPO3
9 7 (0.61%) IIS
9 7 (0.61%) Sitecore CMS
10 4 (0.35%) Confluence
10 4 (0.35%) Drupal
10 4 (0.35%) nginx
11 3 (0.26%) EPiServer
11 3 (0.26%) Kentico
11 3 (0.26%) Luigi
12 2 (0.18%) JBoss
12 2 (0.18%) MS Exchange
13 1 (0.088%) Tomcat
Applications
1 45 (3.94%) Photoshop
2 27 (2.37%) Microsoft Excel
3 24 (2.10%) Adobe Illustrator
4 17 (1.49%) Microsoft PowerPoint
5 16 (1.40%) Adobe Creative Suite
6 12 (1.05%) Microsoft Office
7 8 (0.70%) InDesign
8 5 (0.44%) SPSS
9 3 (0.26%) AutoCAD
9 3 (0.26%) Spreadsheet
10 2 (0.18%) InVision
10 2 (0.18%) Mathematica
11 1 (0.088%) Adobe After Effects
11 1 (0.088%) Adobe Premiere
11 1 (0.088%) Camtasia
11 1 (0.088%) Revit
11 1 (0.088%) SketchUp
11 1 (0.088%) SOLIDWORKS
Business Applications
1 22 (1.93%) Magento
2 8 (0.70%) Eloqua
3 1 (0.088%) Cognos TM1
3 1 (0.088%) Dynamics AX
3 1 (0.088%) NetSuite
3 1 (0.088%) Payment Gateway
3 1 (0.088%) Salesforce.com CRM
Cloud Services
1 68 (5.96%) Microsoft Azure
2 67 (5.87%) AdWords
3 62 (5.43%) Google Analytics
4 60 (5.26%) Amazon AWS
5 17 (1.49%) Google Cloud Platform
6 15 (1.31%) Adobe Creative Cloud
7 14 (1.23%) MailChimp
7 14 (1.23%) npm
7 14 (1.23%) SaaS
8 11 (0.96%) Office 365
9 9 (0.79%) GitHub
10 7 (0.61%) Google Tag Manager
11 4 (0.35%) Heroku
12 3 (0.26%) Flurry Analytics
12 3 (0.26%) IaaS
12 3 (0.26%) Slack
13 2 (0.18%) Amazon S3
13 2 (0.18%) AWS CloudFormation
13 2 (0.18%) Cloud Computing
13 2 (0.18%) Sage Pay
Communications & Networking
1 26 (2.28%) HTTP
2 14 (1.23%) Intranet
3 13 (1.14%) Internet
4 7 (0.61%) Firewall
5 5 (0.44%) DNS
5 5 (0.44%) TCP/IP
6 4 (0.35%) LAN
6 4 (0.35%) WAN
7 3 (0.26%) Skype
8 2 (0.18%) DHCP
8 2 (0.18%) VLAN
8 2 (0.18%) VoIP
8 2 (0.18%) VPN
8 2 (0.18%) WLAN
9 1 (0.088%) BGP
9 1 (0.088%) EIGRP
9 1 (0.088%) IPsec
9 1 (0.088%) SAN
9 1 (0.088%) Wi-Fi
9 1 (0.088%) Wireless
Database & Business Intelligence
1 180 (15.78%) SQL Server
2 134 (11.74%) MySQL
3 65 (5.70%) Big Data
4 55 (4.82%) SQL Server 2016
5 29 (2.54%) NoSQL
6 27 (2.37%) MongoDB
7 26 (2.28%) Apache Cassandra
8 24 (2.10%) Data Warehouse
8 24 (2.10%) SQL Server 2014
9 23 (2.02%) Hadoop
9 23 (2.02%) PostgreSQL
9 23 (2.02%) SQL Server Integration Services
10 21 (1.84%) Power BI
11 20 (1.75%) SQL Server Reporting Services
12 19 (1.67%) SQL Server Analysis Services
13 16 (1.40%) Amazon Redshift
14 10 (0.88%) CockroachDB
14 10 (0.88%) SQL Server 2008
15 9 (0.79%) Cosmos DB
15 9 (0.79%) Data Lake
Development Applications
1 116 (10.17%) Git (software)
2 81 (7.10%) MSTest
3 75 (6.57%) NUnit
4 51 (4.47%) Moq
5 48 (4.21%) Rhino Mocks
6 34 (2.98%) Jasmine
6 34 (2.98%) Selenium
7 33 (2.89%) gulp
8 29 (2.54%) Subversion
9 27 (2.37%) webpack
10 25 (2.19%) Karma Test Runner
11 19 (1.67%) Grunt
12 16 (1.40%) Team Foundation Server
13 15 (1.31%) JIRA
13 15 (1.31%) Visual Studio
14 14 (1.23%) Axure RP
15 13 (1.14%) Cucumber
15 13 (1.14%) Protractor
16 12 (1.05%) TeamCity
17 10 (0.88%) Jenkins
General
1 232 (20.33%) Marketing
2 163 (14.29%) Finance
3 118 (10.34%) Retail
4 71 (6.22%) Advertising
5 21 (1.84%) Games
6 11 (0.96%) Automotive
6 11 (0.96%) Manufacturing
6 11 (0.96%) Telecoms
7 7 (0.61%) Legal
8 6 (0.53%) Banking
8 6 (0.53%) Multimedia
9 3 (0.26%) Back Office
9 3 (0.26%) Brand Awareness
10 2 (0.18%) Financial Institution
10 2 (0.18%) Law
10 2 (0.18%) Publishing
11 1 (0.088%) French Language
11 1 (0.088%) Investment Banking
11 1 (0.088%) Music Industry
11 1 (0.088%) Pharmaceutical
Job Titles
1 642 (56.27%) Developer
2 181 (15.86%) .NET Developer
3 124 (10.87%) C# Developer
4 113 (9.90%) Senior Developer
5 106 (9.29%) C# .NET Developer
6 95 (8.33%) PHP Developer
7 72 (6.31%) Software Developer
8 63 (5.52%) Front End Developer (Client-Side Developer)
9 62 (5.43%) Web Developer
10 61 (5.35%) Junior
11 60 (5.26%) C# WPF Developer
11 60 (5.26%) WPF Developer
12 58 (5.08%) JavaScript Developer
13 53 (4.65%) Java Developer
14 49 (4.29%) Designer
15 44 (3.86%) Junior Developer
16 41 (3.59%) Analyst
17 34 (2.98%) Marketing Executive
17 34 (2.98%) Tester
18 31 (2.72%) Lead Developer
Libraries, Frameworks & Software Standards
1 350 (30.67%) HTML
2 323 (28.31%) .NET
3 322 (28.22%) CSS
4 195 (17.09%) ASP.NET
5 137 (12.01%) HTML5
6 132 (11.57%) jQuery
7 128 (11.22%) AngularJS
8 94 (8.24%) React
9 91 (7.98%) ASP.NET MVC
10 87 (7.62%) Twitter Bootstrap
11 77 (6.75%) WPF
12 75 (6.57%) CSS3
12 75 (6.57%) Ninject
12 75 (6.57%) Spring.NET
12 75 (6.57%) Unity DI Container
13 65 (5.70%) Node.js
14 62 (5.43%) RESTful
15 56 (4.91%) WinForms
16 54 (4.73%) .NET Framework
17 48 (4.21%) Castle Windsor
Miscellaneous
1 139 (12.18%) Social Media
2 99 (8.68%) User Experience
3 86 (7.54%) Computer Science
4 81 (7.10%) Social Network
5 76 (6.66%) Enterprise Software
6 61 (5.35%) Blog
7 57 (5.00%) Analytical Skills
8 51 (4.47%) Greenfield Project
9 39 (3.42%) Self-Motivation
10 38 (3.33%) Tandem
11 23 (2.02%) Algorithms
12 21 (1.84%) Mobile App
13 12 (1.05%) BBC
14 11 (0.96%) Data Structures
14 11 (0.96%) Graphic Design
15 8 (0.70%) Driving Licence
15 8 (0.70%) Fintech
15 8 (0.70%) Linux Command Line
16 6 (0.53%) Cyberthreat
16 6 (0.53%) Smart Energy
Operating Systems
1 94 (8.24%) Windows
2 85 (7.45%) Linux
3 34 (2.98%) Android
4 30 (2.63%) Apple iOS
5 24 (2.10%) Windows Server
6 11 (0.96%) Unix
7 4 (0.35%) CentOS
7 4 (0.35%) Ubuntu
8 2 (0.18%) Windows Server 2008
8 2 (0.18%) Windows Server 2012
9 1 (0.088%) Red Hat Enterprise Linux
9 1 (0.088%) Windows 10
9 1 (0.088%) Windows 7
9 1 (0.088%) Windows Mobile
9 1 (0.088%) Windows Phone
9 1 (0.088%) Windows Server 2003
Processes & Methodologies
1 466 (40.84%) Agile Software Development
2 238 (20.86%) MVC
3 178 (15.60%) Scrum
4 168 (14.72%) TDD
5 164 (14.37%) Analytics
6 123 (10.78%) Web Development
7 122 (10.69%) SEO
8 119 (10.43%) E-Commerce
9 111 (9.73%) Continuous Integration
10 96 (8.41%) Digital Marketing
11 94 (8.24%) Front End Development
12 93 (8.15%) Problem-Solving
13 84 (7.36%) Test Automation
14 80 (7.01%) OOP
15 79 (6.92%) Dependency Injection
16 76 (6.66%) Kanban
17 75 (6.57%) Inversion of Control
17 75 (6.57%) MVVM
18 74 (6.49%) Pay per click
19 65 (5.70%) Unit Testing
Programming Languages
1 394 (34.53%) JavaScript
2 322 (28.22%) C#
3 226 (19.81%) SQL
4 158 (13.85%) PHP
5 119 (10.43%) Java
6 98 (8.59%) Python
7 22 (1.93%) Go
8 20 (1.75%) T-SQL
9 19 (1.67%) ES6
10 18 (1.58%) C++
11 17 (1.49%) PHP 7
11 17 (1.49%) Ruby
12 15 (1.31%) R
13 13 (1.14%) ES7
13 13 (1.14%) VB.NET
14 11 (0.96%) C
15 10 (0.88%) Scala
15 10 (0.88%) VBA
16 8 (0.70%) PHP 5
16 8 (0.70%) PowerShell
Qualifications
1 178 (15.60%) Degree
2 53 (4.65%) Computer Science Degree
3 31 (2.72%) PhD
4 22 (1.93%) ISEB
5 14 (1.23%) ISTQB
6 10 (0.88%) Cisco Certification
6 10 (0.88%) Microsoft Certification
7 8 (0.70%) CCNA
8 6 (0.53%) CEH
8 6 (0.53%) CISSP
8 6 (0.53%) Master's Degree
9 4 (0.35%) SSCP
10 2 (0.18%) MCP
10 2 (0.18%) MCSA
10 2 (0.18%) MCSE
10 2 (0.18%) Numerate Degree
10 2 (0.18%) Security Cleared
10 2 (0.18%) Sun Certification
11 1 (0.088%) CCNP
11 1 (0.088%) PRINCE2 Certification
Quality Assurance & Compliance
1 22 (1.93%) QA
2 4 (0.35%) SLA
3 1 (0.088%) Data Quality
3 1 (0.088%) GDPR
3 1 (0.088%) ISO/IEC 27001
3 1 (0.088%) PCI DSS
3 1 (0.088%) PMO
3 1 (0.088%) WCAG
System Software
1 39 (3.42%) Docker
2 8 (0.70%) Active Directory
3 6 (0.53%) VMware Infrastructure
4 4 (0.35%) Hyper-V
5 2 (0.18%) HDFS
5 2 (0.18%) Virtual Machines
6 1 (0.088%) Virtual Servers
Systems Management
1 25 (2.19%) Kubernetes
2 7 (0.61%) Opscode Chef
2 7 (0.61%) Puppet
3 6 (0.53%) Single Sign-On
4 3 (0.26%) Ansible
4 3 (0.26%) Terraform
5 2 (0.18%) Hadoop YARN
5 2 (0.18%) SCCM
6 1 (0.088%) Galera Cluster
6 1 (0.088%) TeamSite
6 1 (0.088%) TrustSec
Vendors
1 720 (63.10%) Google
2 211 (18.49%) Facebook
3 74 (6.49%) Microsoft
4 53 (4.65%) Adobe
5 28 (2.45%) Zend
6 16 (1.40%) Apple
6 16 (1.40%) Cisco
6 16 (1.40%) Salesforce.com
6 16 (1.40%) Sitecore
7 15 (1.31%) DoubleClick
8 12 (1.05%) Marketo
8 12 (1.05%) Oracle
8 12 (1.05%) Sony
9 11 (0.96%) Tableau
10 8 (0.70%) Kenshoo
10 8 (0.70%) Marin
10 8 (0.70%) Pardot
11 7 (0.61%) Avid
11 7 (0.61%) Optimizely
11 7 (0.61%) PayPal