Period
to 21 October 2017

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 21 October 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
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 844 759 592
Rank change year-on-year -85 -167 -119
Permanent jobs citing Twitter 341 501 929
As % of all permanent IT jobs advertised in the UK 0.20% 0.26% 0.42%
As % of the Vendors category 0.44% 0.60% 0.92%
Number of salaries quoted 270 423 706
UK median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,500 £26,250 £25,125
90th Percentile £72,750 £67,500 £70,000
UK excluding London median annual salary £40,000 £32,500 £37,500
% change year-on-year +23.08% -13.33% -

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 77246 83771 100801
As % of all permanent IT jobs advertised in the UK 44.38% 43.84% 46.01%
Number of salaries quoted 59718 67614 81968
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 21 October 2017.

Salary histogram for Twitter in the UK

Twitter
Top 15 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 21 October 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
England -69 313 £47,500 +11.76% 128
UK excluding London -47 187 £40,000 +23.08% 91
London -37 144 £55,000 - 38
South East +58 52 £45,000 +38.46% 16
North of England -19 46 £40,000 +23.08% 39
East of England +33 33 £50,000 +36.99% 3
North West -36 31 £42,500 +21.43% 15
Midlands +2 28 £40,000 +6.67% 27
East Midlands +42 23 £40,000 +45.45% 18
Wales +27 13 £40,000 +37.93% 1
Yorkshire +25 13 £40,000 +19.40% 24
South West -25 10 £45,000 +47.54% 5
West Midlands -25 5 £40,000 -15.79% 9
Scotland -27 5 £40,000 +3.90%
North East +4 2 £25,000 -18.73%

For the 6 months to 21 October 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 with a requirement for Twitter.

1 206 (60.41%) Facebook
2 134 (39.30%) Marketing
3 123 (36.07%) Agile Software Development
4 114 (33.43%) HTML
5 112 (32.84%) .NET
6 106 (31.09%) SQL Server
6 106 (31.09%) Finance
7 104 (30.50%) JavaScript
8 101 (29.62%) C#
8 101 (29.62%) CSS
9 93 (27.27%) Scrum
10 92 (26.98%) Social Media
11 91 (26.69%) TDD
12 78 (22.87%) HTML5
13 74 (21.70%) Social Network
14 70 (20.53%) Continuous Integration
14 70 (20.53%) Kanban
14 70 (20.53%) Enterprise Software
15 69 (20.23%) Windows
16 67 (19.65%) Inversion of Control
17 66 (19.35%) Ninject
18 65 (19.06%) Dependency Injection
18 65 (19.06%) MSTest
18 65 (19.06%) MVVM
18 65 (19.06%) Spring.NET
18 65 (19.06%) Unity DI Container
18 65 (19.06%) Analytics
18 65 (19.06%) NUnit
18 65 (19.06%) WPF
19 64 (18.77%) Digital Marketing

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 35 (10.26%) CMS
2 22 (6.45%) WordPress
3 14 (4.11%) Elasticsearch
4 13 (3.81%) Drupal
5 9 (2.64%) Umbraco
6 8 (2.35%) IIS
6 8 (2.35%) SAS
6 8 (2.35%) Sitecore CMS
6 8 (2.35%) Sitefinity
7 7 (2.05%) Apache
8 4 (1.17%) Apache Spark
8 4 (1.17%) Tomcat
9 3 (0.88%) Confluence
9 3 (0.88%) Kentico
10 2 (0.59%) ExpressionEngine
10 2 (0.59%) nginx
10 2 (0.59%) Oracle SOA Suite
10 2 (0.59%) Telligent Community
11 1 (0.29%) ColdFusion
Applications
1 19 (5.57%) Microsoft Excel
2 18 (5.28%) Microsoft Office
3 16 (4.69%) Microsoft PowerPoint
4 13 (3.81%) Photoshop
5 11 (3.23%) Moqups
6 10 (2.93%) SPSS
7 6 (1.76%) Adobe Illustrator
8 3 (0.88%) Adobe After Effects
8 3 (0.88%) InDesign
9 2 (0.59%) Adobe Creative Suite
9 2 (0.59%) Adobe Premiere
9 2 (0.59%) Chatbot
10 1 (0.29%) LaTeX
10 1 (0.29%) Spreadsheet
Business Applications
1 4 (1.17%) Revive Adserver
2 3 (0.88%) Magento
3 2 (0.59%) NetSuite
4 1 (0.29%) Adobe Campaign
4 1 (0.29%) FastStats PeopleStage
4 1 (0.29%) Unica
Cloud Services
1 41 (12.02%) Amazon AWS
2 22 (6.45%) Google Analytics
3 19 (5.57%) Microsoft Azure
4 9 (2.64%) SaaS
5 8 (2.35%) Google Cloud Platform
6 7 (2.05%) Amazon S3
6 7 (2.05%) Cloud Computing
6 7 (2.05%) GitHub
7 4 (1.17%) AdWords
7 4 (1.17%) Amazon SQS
7 4 (1.17%) AWS CloudFormation
7 4 (1.17%) AWS Lambda
7 4 (1.17%) Heroku
7 4 (1.17%) Serverless
8 3 (0.88%) BlueKai
9 2 (0.59%) Adobe Creative Cloud
9 2 (0.59%) Amazon Kinesis
9 2 (0.59%) Boomi
9 2 (0.59%) Dropbox
9 2 (0.59%) npm
Communications & Networking
1 14 (4.11%) HTTP
2 9 (2.64%) Intranet
2 9 (2.64%) LAN
3 7 (2.05%) Internet
4 4 (1.17%) DNS
5 2 (0.59%) AMQP
6 1 (0.29%) LDAP
6 1 (0.29%) SMS
Database & Business Intelligence
1 106 (31.09%) SQL Server
2 40 (11.73%) SQL Server 2014
3 28 (8.21%) SQL Server 2016
4 22 (6.45%) MySQL
4 22 (6.45%) PostgreSQL
5 17 (4.99%) MongoDB
6 11 (3.23%) Big Data
7 7 (2.05%) Redis
8 6 (1.76%) Apache Cassandra
8 6 (1.76%) Azure SQL Database
8 6 (1.76%) Hadoop
8 6 (1.76%) NoSQL
9 4 (1.17%) Amazon DynamoDB
9 4 (1.17%) MS Access
9 4 (1.17%) Neo4j
9 4 (1.17%) Power BI
10 3 (0.88%) Data Mining
10 3 (0.88%) Data Warehouse
10 3 (0.88%) QlikView
10 3 (0.88%) SQL Server 2012
Development Applications
1 65 (19.06%) MSTest
1 65 (19.06%) NUnit
2 50 (14.66%) Git (software)
3 37 (10.85%) Moq
3 37 (10.85%) Rhino Mocks
4 19 (5.57%) Subversion
5 17 (4.99%) gulp
6 15 (4.40%) Grunt
7 10 (2.93%) webpack
8 8 (2.35%) Jasmine
9 7 (2.05%) Visual Studio
10 6 (1.76%) TeamCity
11 5 (1.47%) Eclipse
11 5 (1.47%) Jenkins
12 4 (1.17%) Karma Test Runner
12 4 (1.17%) Mocha
13 3 (0.88%) JIRA
14 2 (0.59%) Appcelerator Titanium
14 2 (0.59%) GitLab
14 2 (0.59%) Octopus Deploy
General
1 134 (39.30%) Marketing
2 106 (31.09%) Finance
3 33 (9.68%) Electronics
4 30 (8.80%) Manufacturing
5 26 (7.62%) Advertising
6 24 (7.04%) Games
7 23 (6.74%) Telecoms
8 10 (2.93%) Retail
9 4 (1.17%) Law
9 4 (1.17%) Multimedia
9 4 (1.17%) Publishing
10 3 (0.88%) Brand Awareness
10 3 (0.88%) Music Industry
11 1 (0.29%) Banking
11 1 (0.29%) Financial Institution
11 1 (0.29%) French Language
11 1 (0.29%) German Language
11 1 (0.29%) Italian Language
11 1 (0.29%) Pharmaceutical
11 1 (0.29%) Spanish Language
Job Titles
1 182 (53.37%) Developer
2 88 (25.81%) .NET Developer
3 73 (21.41%) C# .NET Developer
3 73 (21.41%) C# Developer
4 65 (19.06%) C# WPF Developer
4 65 (19.06%) WPF Developer
5 27 (7.92%) Senior Developer
6 21 (6.16%) Front End Developer (Client-Side Developer)
7 20 (5.87%) PHP Developer
8 16 (4.69%) Digital Executive
9 15 (4.40%) Software Developer
10 14 (4.11%) Analyst
10 14 (4.11%) Full Stack Developer
11 13 (3.81%) JavaScript Developer
11 13 (3.81%) Web Developer
12 12 (3.52%) Junior
13 10 (2.93%) Marketing Executive
14 9 (2.64%) Lead Developer
15 8 (2.35%) Marketing Manager
15 8 (2.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 114 (33.43%) HTML
2 112 (32.84%) .NET
3 101 (29.62%) CSS
4 78 (22.87%) HTML5
5 66 (19.35%) Ninject
6 65 (19.06%) Spring.NET
6 65 (19.06%) Unity DI Container
6 65 (19.06%) WPF
7 62 (18.18%) jQuery
8 60 (17.60%) Twitter Bootstrap
9 54 (15.84%) WinForms
10 44 (12.90%) AngularJS
11 41 (12.02%) CSS3
12 37 (10.85%) Castle Windsor
12 37 (10.85%) Sass
13 35 (10.26%) Node.js
14 27 (7.92%) React
15 23 (6.74%) ASP.NET
16 19 (5.57%) RESTful
17 18 (5.28%) Web Services
Miscellaneous
1 92 (26.98%) Social Media
2 74 (21.70%) Social Network
3 70 (20.53%) Enterprise Software
4 32 (9.38%) Analytical Skills
5 31 (9.09%) User Experience
6 28 (8.21%) Blog
7 17 (4.99%) Mobile App
8 11 (3.23%) Arduino
8 11 (3.23%) Computer Science
9 10 (2.93%) Greenfield Project
10 8 (2.35%) BBC
10 8 (2.35%) Virtual Team
11 7 (2.05%) Animation
11 7 (2.05%) PlayStation
11 7 (2.05%) Xbox
12 6 (1.76%) Fintech
13 5 (1.47%) Algorithms
13 5 (1.47%) Linux Command Line
14 4 (1.17%) Enterprise Cloud
14 4 (1.17%) Management Information System
Operating Systems
1 69 (20.23%) Windows
2 36 (10.56%) Linux
3 32 (9.38%) Android
4 26 (7.62%) Apple iOS
5 3 (0.88%) Windows Phone
6 2 (0.59%) Mac OS X
7 1 (0.29%) Debian
7 1 (0.29%) Unix
Processes & Methodologies
1 123 (36.07%) Agile Software Development
2 93 (27.27%) Scrum
3 91 (26.69%) TDD
4 70 (20.53%) Continuous Integration
4 70 (20.53%) Kanban
5 67 (19.65%) Inversion of Control
6 65 (19.06%) Analytics
6 65 (19.06%) Dependency Injection
6 65 (19.06%) MVVM
7 64 (18.77%) Digital Marketing
8 42 (12.32%) MVC
9 39 (11.44%) Business Intelligence
10 36 (10.56%) SEO
11 31 (9.09%) OO
12 30 (8.80%) Content Management
13 28 (8.21%) CRM
14 27 (7.92%) E-Commerce
15 26 (7.62%) Front End Development
15 26 (7.62%) Software Engineering
16 23 (6.74%) Programme Management
Programming Languages
1 104 (30.50%) JavaScript
2 101 (29.62%) C#
3 64 (18.77%) SQL
4 60 (17.60%) PHP
5 27 (7.92%) Python
6 23 (6.74%) PHP 7
7 17 (4.99%) Java
8 13 (3.81%) ES6
8 13 (3.81%) Ruby
9 10 (2.93%) C
9 10 (2.93%) C++
10 8 (2.35%) Go
11 7 (2.05%) R
11 7 (2.05%) TypeScript
12 6 (1.76%) T-SQL
13 5 (1.47%) PHP 5
14 4 (1.17%) Scala
15 3 (0.88%) Assembly Language
15 3 (0.88%) MATLAB
16 2 (0.59%) Shell Script
Qualifications
1 48 (14.08%) Degree
2 9 (2.64%) Master's Degree
3 8 (2.35%) Numerate Degree
4 6 (1.76%) Computer Science Degree
5 5 (1.47%) PhD
6 4 (1.17%) ISEB
7 2 (0.59%) AWS Certification
8 1 (0.29%) CREST Certified
8 1 (0.29%) GCFA
8 1 (0.29%) GIAC
8 1 (0.29%) MBA
8 1 (0.29%) OSCP
8 1 (0.29%) SANS
8 1 (0.29%) Security Cleared
Quality Assurance & Compliance
1 12 (3.52%) QA
2 3 (0.88%) Data Quality
3 1 (0.29%) ISO/IEC 20000
System Software
1 10 (2.93%) Docker
2 2 (0.59%) Virtual Machines
2 2 (0.59%) VMware Infrastructure
Systems Management
1 7 (2.05%) Kubernetes
2 5 (1.47%) Ansible
3 3 (0.88%) Opscode Chef
3 3 (0.88%) Systems Management Server (SMS)
4 1 (0.29%) Puppet
4 1 (0.29%) WMI
Vendors
1 206 (60.41%) Facebook
2 64 (18.77%) Google
3 32 (9.38%) Microsoft
4 24 (7.04%) SAP
5 21 (6.16%) Adobe
6 13 (3.81%) Zend
7 11 (3.23%) Xero
8 9 (2.64%) Salesforce.com
9 8 (2.35%) Cognizant
9 8 (2.35%) Sitecore
9 8 (2.35%) Sony
10 7 (2.05%) Oracle
11 6 (1.76%) Tableau
12 5 (1.47%) EMC
12 5 (1.47%) Marketo
13 4 (1.17%) Hootsuite
13 4 (1.17%) IBM
13 4 (1.17%) Rackspace
14 3 (0.88%) Apple
15 2 (0.59%) TIBCO