Period
to 18 November 2017

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 18 November 2017 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
18 Nov 2017
Same period 2016 Same period 2015
Rank 623 778 601
Rank change year-on-year +155 -177 -122
Permanent jobs citing Twitter 626 429 871
As % of all permanent IT jobs advertised in England 0.37% 0.24% 0.42%
As % of the Vendors category 0.84% 0.55% 0.92%
Number of salaries quoted 544 370 700
England median annual salary £40,000 £43,500 £41,500
Median salary % change year-on-year -8.05% +4.82% +3.75%
10th Percentile £22,000 £26,250 £25,225
90th Percentile £61,250 £68,750 £70,000
UK median annual salary £40,000 £40,000 £41,500
% change year-on-year - -3.61% +3.75%

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 74360 78284 94188
As % of all permanent IT jobs advertised in England 44.34% 43.68% 45.71%
Number of salaries quoted 57986 63834 77470
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

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 18 November 2017.

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 18 November 2017. 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 +122 200 £35,000 +7.69% 46
London -22 175 £55,000 - 30
Yorkshire +132 117 £32,500 -0.34% 24
Midlands +79 104 £35,000 +7.69% 41
South East +66 83 £38,750 +19.23% 20
North West +14 82 £40,000 +14.29% 22
East Midlands +80 64 £35,000 +27.27% 26
West Midlands +30 40 £34,000 +4.62% 15
East of England +29 35 £45,000 +17.65% 3
South West -12 29 £45,000 +47.54% 15
North East -5 1 £28,500 -7.36%
Twitter
UK

For the 6 months to 18 November 2017, 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.

1 348 (55.59%) Google
2 238 (38.02%) Agile Software Development
3 227 (36.26%) JavaScript
4 221 (35.30%) HTML
5 197 (31.47%) CSS
6 196 (31.31%) C#
7 194 (30.99%) .NET
8 189 (30.19%) Facebook
9 165 (26.36%) Marketing
10 137 (21.88%) SQL Server
11 129 (20.61%) SQL
12 119 (19.01%) Scrum
13 117 (18.69%) MVC
14 116 (18.53%) Finance
15 110 (17.57%) HTML5
16 108 (17.25%) TDD
17 101 (16.13%) Social Media
17 101 (16.13%) jQuery
18 98 (15.65%) ASP.NET
19 96 (15.34%) PHP
19 96 (15.34%) Analytics
20 86 (13.74%) Degree
21 83 (13.26%) Continuous Integration
22 79 (12.62%) Git (software)
23 75 (11.98%) MySQL
23 75 (11.98%) E-Commerce
24 73 (11.66%) Digital Marketing
25 72 (11.50%) Social Network
25 72 (11.50%) Windows
26 65 (10.38%) Kanban

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 35 (5.59%) CMS
2 21 (3.35%) WordPress
3 20 (3.19%) Elasticsearch
4 19 (3.04%) Apache Spark
5 15 (2.40%) Umbraco
6 14 (2.24%) Apache
6 14 (2.24%) SAS
7 13 (2.08%) Drupal
8 9 (1.44%) Sitecore CMS
9 8 (1.28%) Sitefinity
10 4 (0.64%) IIS
11 2 (0.32%) Confluence
11 2 (0.32%) JBoss
11 2 (0.32%) Luigi
11 2 (0.32%) nginx
11 2 (0.32%) Oracle SOA Suite
11 2 (0.32%) Telligent Community
11 2 (0.32%) Tomcat
12 1 (0.16%) ExpressionEngine
12 1 (0.16%) Kentico
Applications
1 27 (4.31%) Microsoft Excel
2 23 (3.67%) Photoshop
3 19 (3.04%) Microsoft Office
4 14 (2.24%) Microsoft PowerPoint
5 13 (2.08%) SPSS
6 10 (1.60%) Adobe Illustrator
7 9 (1.44%) Moqups
8 7 (1.12%) Adobe Creative Suite
9 5 (0.80%) InDesign
10 4 (0.64%) Adobe After Effects
11 3 (0.48%) Adobe Premiere
12 2 (0.32%) AutoCAD
12 2 (0.32%) Chatbot
12 2 (0.32%) InVision
12 2 (0.32%) Mathematica
13 1 (0.16%) LaTeX
13 1 (0.16%) Spreadsheet
Business Applications
1 15 (2.40%) Magento
2 5 (0.80%) Eloqua
3 4 (0.64%) Revive Adserver
4 2 (0.32%) NetSuite
5 1 (0.16%) Adobe Campaign
5 1 (0.16%) FastStats PeopleStage
5 1 (0.16%) Unica
Cloud Services
1 52 (8.31%) Amazon AWS
2 37 (5.91%) Microsoft Azure
3 35 (5.59%) Google Analytics
4 15 (2.40%) AdWords
5 12 (1.92%) npm
6 11 (1.76%) SaaS
7 9 (1.44%) Adobe Creative Cloud
7 9 (1.44%) Google Cloud Platform
8 8 (1.28%) Amazon S3
9 6 (0.96%) Cloud Computing
10 5 (0.80%) AWS CloudFormation
10 5 (0.80%) GitHub
11 4 (0.64%) Heroku
11 4 (0.64%) MailChimp
12 3 (0.48%) Amazon SQS
12 3 (0.48%) AWS Lambda
12 3 (0.48%) BlueKai
12 3 (0.48%) Serverless
13 2 (0.32%) Boomi
13 2 (0.32%) Dropbox
Communications & Networking
1 22 (3.51%) HTTP
2 10 (1.60%) Internet
3 6 (0.96%) LAN
4 5 (0.80%) Intranet
5 3 (0.48%) TCP/IP
6 2 (0.32%) AMQP
6 2 (0.32%) DNS
7 1 (0.16%) SMS
7 1 (0.16%) VLAN
7 1 (0.16%) VPN
7 1 (0.16%) WAN
Database & Business Intelligence
1 137 (21.88%) SQL Server
2 75 (11.98%) MySQL
3 39 (6.23%) Big Data
4 36 (5.75%) SQL Server 2014
5 29 (4.63%) SQL Server 2016
6 21 (3.35%) MongoDB
6 21 (3.35%) PostgreSQL
7 17 (2.72%) NoSQL
8 14 (2.24%) Apache Cassandra
9 12 (1.92%) Data Warehouse
10 11 (1.76%) Hadoop
10 11 (1.76%) Power BI
11 9 (1.44%) Amazon Redshift
12 8 (1.28%) SQL Server Integration Services
13 7 (1.12%) Azure SQL Database
13 7 (1.12%) SQL Server Analysis Services
14 6 (0.96%) Flink
14 6 (0.96%) Redis
14 6 (0.96%) SQL Server Reporting Services
15 5 (0.80%) MS Access
Development Applications
1 79 (12.62%) Git (software)
2 63 (10.06%) MSTest
3 61 (9.74%) NUnit
4 39 (6.23%) Moq
5 36 (5.75%) Rhino Mocks
6 28 (4.47%) gulp
7 25 (3.99%) Subversion
8 23 (3.67%) webpack
9 21 (3.35%) Jasmine
10 18 (2.88%) Grunt
11 15 (2.40%) Karma Test Runner
12 13 (2.08%) Selenium
13 11 (1.76%) Visual Studio
14 10 (1.60%) Protractor
15 8 (1.28%) Jenkins
16 7 (1.12%) Axure RP
17 6 (0.96%) Balsamiq Mockups
18 5 (0.80%) Cucumber
18 5 (0.80%) TeamCity
19 4 (0.64%) Mocha
General
1 165 (26.36%) Marketing
2 116 (18.53%) Finance
3 49 (7.83%) Retail
4 34 (5.43%) Advertising
5 28 (4.47%) Games
6 26 (4.15%) Electronics
6 26 (4.15%) Manufacturing
7 19 (3.04%) Telecoms
8 4 (0.64%) Multimedia
8 4 (0.64%) Music Industry
9 3 (0.48%) Banking
9 3 (0.48%) Brand Awareness
9 3 (0.48%) Law
9 3 (0.48%) Publishing
10 2 (0.32%) Automotive
10 2 (0.32%) Back Office
10 2 (0.32%) Pharmaceutical
11 1 (0.16%) Financial Institution
11 1 (0.16%) Legal
Job Titles
1 352 (56.23%) Developer
2 119 (19.01%) .NET Developer
3 83 (13.26%) C# Developer
4 77 (12.30%) C# .NET Developer
5 58 (9.27%) C# WPF Developer
5 58 (9.27%) WPF Developer
6 57 (9.11%) Senior Developer
7 41 (6.55%) Front End Developer (Client-Side Developer)
7 41 (6.55%) PHP Developer
8 40 (6.39%) Junior
9 37 (5.91%) Software Developer
10 31 (4.95%) JavaScript Developer
11 30 (4.79%) Junior Developer
12 27 (4.31%) Java Developer
13 23 (3.67%) Lead Developer
14 22 (3.51%) Analyst
14 22 (3.51%) Designer
15 20 (3.19%) Digital Executive
15 20 (3.19%) Full Stack Developer
16 19 (3.04%) Web Developer
Libraries, Frameworks & Software Standards
1 221 (35.30%) HTML
2 197 (31.47%) CSS
3 194 (30.99%) .NET
4 110 (17.57%) HTML5
5 101 (16.13%) jQuery
6 98 (15.65%) ASP.NET
7 63 (10.06%) AngularJS
7 63 (10.06%) WPF
8 62 (9.90%) Twitter Bootstrap
9 61 (9.74%) CSS3
9 61 (9.74%) Ninject
9 61 (9.74%) Spring.NET
9 61 (9.74%) Unity DI Container
10 55 (8.79%) WinForms
11 52 (8.31%) React
12 51 (8.15%) Sass
13 44 (7.03%) Node.js
14 36 (5.75%) Castle Windsor
15 32 (5.11%) RESTful
16 30 (4.79%) ASP.NET MVC
Miscellaneous
1 101 (16.13%) Social Media
2 72 (11.50%) Social Network
3 65 (10.38%) Enterprise Software
4 58 (9.27%) User Experience
5 33 (5.27%) Computer Science
6 32 (5.11%) Greenfield Project
7 30 (4.79%) Analytical Skills
8 29 (4.63%) Blog
9 22 (3.51%) Tandem
10 17 (2.72%) Mobile App
11 11 (1.76%) Algorithms
12 9 (1.44%) Arduino
13 8 (1.28%) BBC
14 7 (1.12%) Animation
14 7 (1.12%) Graphic Design
14 7 (1.12%) Virtual Team
15 6 (0.96%) Data Structures
16 5 (0.80%) Fintech
16 5 (0.80%) PlayStation
16 5 (0.80%) Xbox
Operating Systems
1 72 (11.50%) Windows
2 56 (8.95%) Linux
3 41 (6.55%) Android
4 36 (5.75%) Apple iOS
5 8 (1.28%) Unix
6 3 (0.48%) Ubuntu
6 3 (0.48%) Windows Server
7 2 (0.32%) CentOS
7 2 (0.32%) Mac OS X
8 1 (0.16%) Debian
8 1 (0.16%) Red Hat Enterprise Linux
8 1 (0.16%) Windows Phone
Processes & Methodologies
1 238 (38.02%) Agile Software Development
2 119 (19.01%) Scrum
3 117 (18.69%) MVC
4 108 (17.25%) TDD
5 96 (15.34%) Analytics
6 83 (13.26%) Continuous Integration
7 75 (11.98%) E-Commerce
8 73 (11.66%) Digital Marketing
9 65 (10.38%) Kanban
10 64 (10.22%) Dependency Injection
11 62 (9.90%) Inversion of Control
12 61 (9.74%) MVVM
13 58 (9.27%) Front End Development
14 53 (8.47%) SEO
15 45 (7.19%) CRM
15 45 (7.19%) OOP
16 44 (7.03%) Web Development
17 43 (6.87%) Machine Learning
18 40 (6.39%) Business Intelligence
18 40 (6.39%) Test Automation
Programming Languages
1 227 (36.26%) JavaScript
2 196 (31.31%) C#
3 129 (20.61%) SQL
4 96 (15.34%) PHP
5 58 (9.27%) Java
6 47 (7.51%) Python
7 21 (3.35%) ES6
7 21 (3.35%) PHP 7
8 19 (3.04%) Ruby
9 17 (2.72%) C++
10 14 (2.24%) R
11 12 (1.92%) C
12 10 (1.60%) ECMAScript
12 10 (1.60%) Go
13 7 (1.12%) PHP 5
13 7 (1.12%) T-SQL
13 7 (1.12%) VBA
14 6 (0.96%) MATLAB
15 5 (0.80%) Objective-C
15 5 (0.80%) VB.NET
Qualifications
1 86 (13.74%) Degree
2 19 (3.04%) Computer Science Degree
3 16 (2.56%) PhD
4 15 (2.40%) ISEB
5 11 (1.76%) Master's Degree
6 8 (1.28%) ISTQB
6 8 (1.28%) Numerate Degree
7 4 (0.64%) CCNA
7 4 (0.64%) Cisco Certification
8 2 (0.32%) MCP
8 2 (0.32%) Microsoft Certification
9 1 (0.16%) CREST Certified
9 1 (0.16%) DBS Check
9 1 (0.16%) GCFA
9 1 (0.16%) GIAC
9 1 (0.16%) OSCP
9 1 (0.16%) PRINCE2 Certification
9 1 (0.16%) SANS
9 1 (0.16%) Security Cleared
Quality Assurance & Compliance
1 11 (1.76%) QA
2 3 (0.48%) Data Quality
3 1 (0.16%) PMO
System Software
1 20 (3.19%) Docker
2 2 (0.32%) Hyper-V
2 2 (0.32%) Virtual Machines
2 2 (0.32%) VMware Infrastructure
Systems Management
1 10 (1.60%) Kubernetes
2 7 (1.12%) Opscode Chef
3 5 (0.80%) Puppet
4 4 (0.64%) Ansible
5 2 (0.32%) SCCM
5 2 (0.32%) Terraform
6 1 (0.16%) Galera Cluster
6 1 (0.16%) Systems Management Server (SMS)
6 1 (0.16%) WMI
Vendors
1 348 (55.59%) Google
2 189 (30.19%) Facebook
3 48 (7.67%) Microsoft
4 36 (5.75%) Adobe
5 22 (3.51%) Zend
6 19 (3.04%) SAP
7 14 (2.24%) Salesforce.com
8 9 (1.44%) Marketo
8 9 (1.44%) Oracle
8 9 (1.44%) Sitecore
8 9 (1.44%) Xero
9 8 (1.28%) Sony
9 8 (1.28%) Tableau
10 5 (0.80%) Apple
10 5 (0.80%) Hootsuite
10 5 (0.80%) IBM
10 5 (0.80%) Xamarin
11 4 (0.64%) Cognizant
11 4 (0.64%) Pardot
11 4 (0.64%) Red Hat