Period
to 22 April 2018

The table below provides summary statistics for permanent job vacancies advertised in London 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 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
England > London
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 583 580 534
Rank change year-on-year -3 -46 +3
Permanent jobs citing Twitter 251 243 386
As % of all permanent IT jobs advertised in London 0.36% 0.35% 0.46%
As % of the Vendors category 0.82% 0.82% 1.04%
Number of salaries quoted 217 211 344
London median annual salary £52,500 £55,000 £52,500
Median salary % change year-on-year -4.55% +4.76% +5.00%
10th Percentile £26,250 £31,750 £32,075
90th Percentile £80,000 £80,000 £70,000
England 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 London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 30,559 29,563 36,975
As % of all permanent IT jobs advertised in London 43.66% 43.10% 44.04%
Number of salaries quoted 24,300 24,315 31,153
London median annual salary £57,500 £55,000 £54,000
Median salary % change year-on-year +4.55% +1.85% +2.86%
10th Percentile £32,000 £31,250 £31,250
90th Percentile £86,250 £85,000 £81,250
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Twitter
Job Vacancy Trend in London

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

Job vacancy trend for Twitter in London

Twitter
Salary Trend in London

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

Salary trend for Twitter in London

Twitter
Salary Histogram in London

The salary distribution of IT jobs citing Twitter in London over the 6 months to 22 April 2018.

Salary histogram for Twitter in London

Twitter
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter within the London region over the 6 months to 22 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
Central London -42 60 £47,500 -32.14% 13
West London +2 9 £33,000 +1.54% 15
South London -17 2 £33,250 +5.56% 3
North London - 1 £70,000 -
Twitter
England

For the 6 months to 22 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 London region with a requirement for Twitter.

1 131 (52.19%) Google
2 76 (30.28%) Facebook
3 74 (29.48%) Marketing
4 68 (27.09%) Python
5 63 (25.10%) Analytics
6 56 (22.31%) Agile Software Development
7 52 (20.72%) Finance
8 50 (19.92%) Big Data
9 49 (19.52%) SQL Server
10 48 (19.12%) HTML
11 47 (18.73%) SEO
12 46 (18.33%) Social Media
13 45 (17.93%) CSS
14 42 (16.73%) JavaScript
15 41 (16.33%) TDD
15 41 (16.33%) Machine Learning
16 38 (15.14%) Blog
16 38 (15.14%) C#
17 37 (14.74%) Scrum
17 37 (14.74%) Degree
18 36 (14.34%) .NET
19 35 (13.94%) Windows
20 33 (13.15%) Content Management
20 33 (13.15%) Continuous Integration
20 33 (13.15%) Java
21 32 (12.75%) React
22 31 (12.35%) HTML5
22 31 (12.35%) Node.js
22 31 (12.35%) SQL
23 30 (11.95%) Dependency Injection

Twitter
Co-occurring IT Skills in London 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 26 (10.36%) Apache Spark
2 25 (9.96%) CMS
3 13 (5.18%) WordPress
4 12 (4.78%) Apache
5 11 (4.38%) Elasticsearch
6 9 (3.59%) SharePoint
6 9 (3.59%) TYPO3
7 4 (1.59%) nginx
7 4 (1.59%) SAS
8 3 (1.20%) Confluence
8 3 (1.20%) Luigi
9 2 (0.80%) Drupal
10 1 (0.40%) Adobe Experience Manager
10 1 (0.40%) IIS
10 1 (0.40%) MODX
10 1 (0.40%) OpenStack
10 1 (0.40%) Sitecore CMS
Applications
1 20 (7.97%) Photoshop
2 16 (6.37%) Microsoft Excel
3 13 (5.18%) Microsoft PowerPoint
4 11 (4.38%) Adobe Creative Suite
4 11 (4.38%) Adobe Illustrator
5 4 (1.59%) Microsoft Office
6 3 (1.20%) InDesign
6 3 (1.20%) Spreadsheet
7 2 (0.80%) AutoCAD
8 1 (0.40%) Adobe After Effects
8 1 (0.40%) Adobe Premiere
8 1 (0.40%) Camtasia
Business Applications
1 2 (0.80%) Magento
2 1 (0.40%) Payment Gateway
2 1 (0.40%) Salesforce.com CRM
Cloud Services
1 25 (9.96%) Amazon AWS
1 25 (9.96%) Microsoft Azure
2 21 (8.37%) Google Analytics
3 20 (7.97%) AdWords
4 11 (4.38%) Google Cloud Platform
5 9 (3.59%) SaaS
6 6 (2.39%) GitHub
7 3 (1.20%) Heroku
7 3 (1.20%) IaaS
7 3 (1.20%) Office 365
8 2 (0.80%) MailChimp
9 1 (0.40%) Adobe Creative Cloud
9 1 (0.40%) Amazon S3
9 1 (0.40%) Cloud Computing
9 1 (0.40%) Firebase
9 1 (0.40%) Force.com
9 1 (0.40%) npm
Communications & Networking
1 15 (5.98%) HTTP
2 9 (3.59%) Intranet
3 2 (0.80%) Internet
3 2 (0.80%) VoIP
4 1 (0.40%) BGP
4 1 (0.40%) Cisco ASA
4 1 (0.40%) Cisco ISE
4 1 (0.40%) DHCP
4 1 (0.40%) DMVPN
4 1 (0.40%) DNS
4 1 (0.40%) EIGRP
4 1 (0.40%) IPsec
4 1 (0.40%) LAN
4 1 (0.40%) SMS
4 1 (0.40%) TCP/IP
4 1 (0.40%) WAN
4 1 (0.40%) WLAN
Database & Business Intelligence
1 50 (19.92%) Big Data
2 49 (19.52%) SQL Server
3 29 (11.55%) MySQL
4 21 (8.37%) NoSQL
5 20 (7.97%) SQL Server 2014
6 17 (6.77%) Apache Cassandra
6 17 (6.77%) Data Warehouse
7 14 (5.58%) Power BI
8 13 (5.18%) SQL Server Integration Services
9 11 (4.38%) SQL Server Analysis Services
9 11 (4.38%) SQL Server Reporting Services
10 10 (3.98%) Amazon Redshift
10 10 (3.98%) CockroachDB
11 9 (3.59%) Cosmos DB
11 9 (3.59%) Data Lake
11 9 (3.59%) Hadoop
11 9 (3.59%) MongoDB
11 9 (3.59%) SQL Server 2016
12 7 (2.79%) HDInsight
12 7 (2.79%) PostgreSQL
Development Applications
1 29 (11.55%) Moq
1 29 (11.55%) MSTest
1 29 (11.55%) NUnit
1 29 (11.55%) Rhino Mocks
2 24 (9.56%) Git (software)
3 15 (5.98%) Jasmine
4 12 (4.78%) Karma Test Runner
4 12 (4.78%) webpack
5 11 (4.38%) TeamCity
6 10 (3.98%) Grunt
6 10 (3.98%) gulp
7 8 (3.19%) JIRA
8 4 (1.59%) Dreamweaver
8 4 (1.59%) Jenkins
8 4 (1.59%) Selenium
9 3 (1.20%) JUnit
9 3 (1.20%) Pivotal Tracker
9 3 (1.20%) Subversion
10 2 (0.80%) Bitbucket
11 1 (0.40%) WebDriver
General
1 74 (29.48%) Marketing
2 52 (20.72%) Finance
3 24 (9.56%) Advertising
4 8 (3.19%) Retail
5 5 (1.99%) Banking
5 5 (1.99%) Telecoms
6 2 (0.80%) Financial Institution
7 1 (0.40%) Automotive
7 1 (0.40%) Games
7 1 (0.40%) Investment Banking
7 1 (0.40%) Law
7 1 (0.40%) Legal
7 1 (0.40%) Manufacturing
7 1 (0.40%) Multimedia
7 1 (0.40%) Music Industry
7 1 (0.40%) Publishing
Job Titles
1 103 (41.04%) Developer
2 34 (13.55%) .NET Developer
3 31 (12.35%) C# .NET Developer
3 31 (12.35%) C# Developer
4 29 (11.55%) C# WPF Developer
4 29 (11.55%) WPF Developer
5 16 (6.37%) Data Engineer
6 15 (5.98%) Analyst
7 13 (5.18%) Front End Developer (Client-Side Developer)
7 13 (5.18%) JavaScript Developer
7 13 (5.18%) Senior Developer
8 11 (4.38%) Data Analyst
8 11 (4.38%) Digital Marketing Specialist
8 11 (4.38%) Marketing Specialist
9 10 (3.98%) Architect
10 9 (3.59%) Communications Specialist
10 9 (3.59%) Junior
11 8 (3.19%) Data Architect
11 8 (3.19%) Data Scientist
11 8 (3.19%) Designer
Libraries, Frameworks & Software Standards
1 48 (19.12%) HTML
2 45 (17.93%) CSS
3 36 (14.34%) .NET
4 32 (12.75%) React
5 31 (12.35%) HTML5
5 31 (12.35%) Node.js
6 29 (11.55%) Castle Windsor
6 29 (11.55%) Ninject
6 29 (11.55%) Spring.NET
6 29 (11.55%) Unity DI Container
6 29 (11.55%) WinForms
6 29 (11.55%) WPF
7 23 (9.16%) jQuery
8 22 (8.76%) RESTful
9 20 (7.97%) CSS3
9 20 (7.97%) Kafka
10 19 (7.57%) Twitter Bootstrap
11 18 (7.17%) Express
11 18 (7.17%) NumPy
12 17 (6.77%) AngularJS
Miscellaneous
1 46 (18.33%) Social Media
2 38 (15.14%) Blog
3 29 (11.55%) Enterprise Software
3 29 (11.55%) Social Network
4 19 (7.57%) User Experience
5 18 (7.17%) Analytical Skills
6 17 (6.77%) Computer Science
7 15 (5.98%) Algorithms
8 9 (3.59%) Greenfield Project
9 6 (2.39%) Smart Energy
9 6 (2.39%) Video\Live Streaming
10 5 (1.99%) Fintech
10 5 (1.99%) Mobile App
10 5 (1.99%) Self-Motivation
11 3 (1.20%) Data Structures
11 3 (1.20%) Digital Media
11 3 (1.20%) Tandem
12 2 (0.80%) Internet of Things
13 1 (0.40%) Credit Risk
13 1 (0.40%) Video Editing
Operating Systems
1 35 (13.94%) Windows
2 11 (4.38%) Linux
3 7 (2.79%) Android
4 6 (2.39%) Apple iOS
5 3 (1.20%) Windows Server
6 1 (0.40%) Windows 10
6 1 (0.40%) Windows Mobile
6 1 (0.40%) Windows Phone
6 1 (0.40%) Windows Server 2008
6 1 (0.40%) Windows Server 2012
Processes & Methodologies
1 63 (25.10%) Analytics
2 56 (22.31%) Agile Software Development
3 47 (18.73%) SEO
4 41 (16.33%) Machine Learning
4 41 (16.33%) TDD
5 37 (14.74%) Scrum
6 33 (13.15%) Content Management
6 33 (13.15%) Continuous Integration
7 30 (11.95%) Dependency Injection
8 29 (11.55%) Inversion of Control
8 29 (11.55%) Kanban
8 29 (11.55%) MVVM
8 29 (11.55%) Problem-Solving
9 28 (11.16%) Copywriting
10 27 (10.76%) ETL
11 25 (9.96%) Front End Development
12 24 (9.56%) Digital Marketing
13 22 (8.76%) Data Science
13 22 (8.76%) E-Commerce
14 20 (7.97%) Pay per click
Programming Languages
1 68 (27.09%) Python
2 42 (16.73%) JavaScript
3 38 (15.14%) C#
4 33 (13.15%) Java
5 31 (12.35%) SQL
6 19 (7.57%) PHP
7 14 (5.58%) Go
8 12 (4.78%) R
9 10 (3.98%) VBA
10 9 (3.59%) Scala
11 7 (2.79%) Ruby
12 5 (1.99%) C++
12 5 (1.99%) T-SQL
13 4 (1.59%) C
13 4 (1.59%) ES6
13 4 (1.59%) PHP 7
14 3 (1.20%) Apple Swift
14 3 (1.20%) Objective-C
14 3 (1.20%) TypeScript
15 2 (0.80%) MATLAB
Qualifications
1 37 (14.74%) Degree
2 19 (7.57%) PhD
3 11 (4.38%) Computer Science Degree
4 3 (1.20%) Microsoft Certification
5 2 (0.80%) Master's Degree
5 2 (0.80%) Numerate Degree
6 1 (0.40%) A+ Certification
6 1 (0.40%) CCNP
6 1 (0.40%) Cisco Certification
6 1 (0.40%) ITIL Certification
6 1 (0.40%) MCSA
6 1 (0.40%) MCSE
6 1 (0.40%) PRINCE2 Certification
6 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 3 (1.20%) QA
2 1 (0.40%) Data Quality
2 1 (0.40%) GDPR
2 1 (0.40%) ISO/IEC 27001
2 1 (0.40%) PCI DSS
2 1 (0.40%) WCAG
System Software
1 15 (5.98%) Docker
2 4 (1.59%) Active Directory
3 2 (0.80%) HDFS
4 1 (0.40%) Virtual Servers
4 1 (0.40%) VMware Infrastructure
Systems Management
1 15 (5.98%) Kubernetes
2 2 (0.80%) Hadoop YARN
3 1 (0.40%) Ansible
3 1 (0.40%) Single Sign-On
3 1 (0.40%) TrustSec
Vendors
1 131 (52.19%) Google
2 76 (30.28%) Facebook
3 22 (8.76%) Microsoft
4 17 (6.77%) Adobe
5 10 (3.98%) Sitecore
6 7 (2.79%) Apple
6 7 (2.79%) Oracle
6 7 (2.79%) Tableau
7 4 (1.59%) Optimizely
8 3 (1.20%) Dell
8 3 (1.20%) Salesforce.com
8 3 (1.20%) Sun
8 3 (1.20%) Xamarin
9 2 (0.80%) Cisco
9 2 (0.80%) Hootsuite
9 2 (0.80%) Marketo
9 2 (0.80%) Pardot
9 2 (0.80%) PayPal
9 2 (0.80%) Samsung
9 2 (0.80%) ServiceNow