Period
to 27 January 2020

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 27 January 2020 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
27 Jan 2020
Same period 2019 Same period 2018
Rank 878 880 531
Rank change year-on-year +2 -349 +222
Permanent jobs citing Twitter 126 247 904
As % of all permanent IT jobs advertised in the UK 0.10% 0.16% 0.52%
As % of the Vendors category 0.24% 0.39% 1.18%
Number of salaries quoted 96 208 822
UK median annual salary £37,250 £41,000 £35,000
Median salary % change year-on-year -9.15% +17.14% -17.65%
10th Percentile £26,250 £26,000 £22,000
90th Percentile £66,250 £66,250 £61,250
UK excluding London median annual salary £37,500 £40,000 £35,000
% change year-on-year -6.25% +14.29% -

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 52,708 63,739 76,737
As % of all permanent IT jobs advertised in the UK 42.23% 42.54% 44.30%
Number of salaries quoted 40,211 48,962 60,373
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £85,000 £81,250 £76,250
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 27 January 2020.

Salary histogram for Twitter in the UK

Twitter
Top 14 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 27 January 2020. 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 +1 125 £37,250 -9.15% 396
UK excluding London -16 64 £37,500 -6.25% 366
London +28 55 £35,000 -44.00% 77
North of England +39 24 £58,750 +46.88% 114
South East +45 17 £37,500 +36.36% 74
North West +32 13 £32,500 -18.75% 77
Midlands +20 12 £37,000 -1.33% 58
West Midlands +46 10 £35,000 +29.63% 22
Yorkshire +29 10 £65,000 +73.33% 35
East of England +51 5 £36,087 -9.78% 44
South West +9 5 £35,000 -17.65% 29
East Midlands +6 2 £45,000 +18.42% 35
Scotland +12 1 - - 38
North East +8 1 - - 2

For the 6 months to 27 January 2020, 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 with a requirement for Twitter.

1 55 (43.65%) Facebook
2 36 (28.57%) Social Media
3 34 (26.98%) Marketing
4 30 (23.81%) Agile Software Development
4 30 (23.81%) HTML
5 29 (23.02%) Google
6 26 (20.63%) Instagram
7 25 (19.84%) JavaScript
7 25 (19.84%) Finance
8 21 (16.67%) Analytics
9 19 (15.08%) Java
10 18 (14.29%) SQL
10 18 (14.29%) Degree
10 18 (14.29%) Git (software)
11 17 (13.49%) CSS
11 17 (13.49%) Twitter Bootstrap
11 17 (13.49%) YouTube
12 16 (12.70%) Problem-Solving
12 16 (12.70%) SEO
12 16 (12.70%) Digital Marketing
13 15 (11.90%) Google Analytics
13 15 (11.90%) Workflow
13 15 (11.90%) Python
13 15 (11.90%) B2B
13 15 (11.90%) Marketing Automation
13 15 (11.90%) Content Marketing
14 14 (11.11%) Self-Motivation
14 14 (11.11%) Pardot
14 14 (11.11%) DevOps
14 14 (11.11%) Salesforce.com

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 5 (3.97%) WordPress
2 2 (1.59%) CMS
2 2 (1.59%) Confluence
2 2 (1.59%) SharePoint
3 1 (0.79%) Apache
3 1 (0.79%) Apache Spark
3 1 (0.79%) BizTalk Server
3 1 (0.79%) Drupal
3 1 (0.79%) Elasticsearch
Applications
1 9 (7.14%) Photoshop
2 7 (5.56%) Microsoft Office
3 4 (3.17%) Microsoft Excel
3 4 (3.17%) Microsoft PowerPoint
4 3 (2.38%) Sketch
5 2 (1.59%) Chatbot
6 1 (0.79%) Adobe After Effects
6 1 (0.79%) Adobe Creative Suite
6 1 (0.79%) Adobe Illustrator
6 1 (0.79%) Adobe Premiere
6 1 (0.79%) HipChat
6 1 (0.79%) InVision
Business Applications
1 5 (3.97%) Dynamics CRM
2 4 (3.17%) Salesforce.com CRM
3 3 (2.38%) WebTrends
Cloud Services
1 15 (11.90%) Google Analytics
2 14 (11.11%) AWS
3 9 (7.14%) SaaS
4 7 (5.56%) Azure
4 7 (5.56%) GCP
5 2 (1.59%) GitHub
5 2 (1.59%) Office 365
6 1 (0.79%) BrowserStack
6 1 (0.79%) Cloud Computing
6 1 (0.79%) Datadog
6 1 (0.79%) Dynamics 365
6 1 (0.79%) Firebase
6 1 (0.79%) Kong
Communications & Networking
1 2 (1.59%) PPP
1 2 (1.59%) TCP/IP
2 1 (0.79%) DNS
2 1 (0.79%) Firewall
2 1 (0.79%) HTTP
2 1 (0.79%) Internet
2 1 (0.79%) NetScaler
2 1 (0.79%) Network Security
2 1 (0.79%) Wi-Fi
Database & Business Intelligence
1 7 (5.56%) PostgreSQL
1 7 (5.56%) SQL Server
2 4 (3.17%) MySQL
3 2 (1.59%) Big Data
3 2 (1.59%) Data Warehouse
3 2 (1.59%) MongoDB
3 2 (1.59%) SQL Server 2016
4 1 (0.79%) Crystal Reports
4 1 (0.79%) Data Mining
4 1 (0.79%) FileMaker
4 1 (0.79%) NoSQL
4 1 (0.79%) Oracle BI EE
4 1 (0.79%) Oracle Database
4 1 (0.79%) Oracle Database 11g
4 1 (0.79%) Oracle Database 12c
Development Applications
1 18 (14.29%) Git (software)
2 10 (7.94%) Subversion
3 8 (6.35%) Selenium
4 7 (5.56%) Jenkins
4 7 (5.56%) JIRA
5 5 (3.97%) Appium
5 5 (3.97%) Calabash
5 5 (3.97%) Cucumber
5 5 (3.97%) RSpec
5 5 (3.97%) TeamCity
5 5 (3.97%) UI Automator
6 3 (2.38%) NUnit
7 2 (1.59%) Bitbucket
7 2 (1.59%) MSTest
8 1 (0.79%) Android Studio
8 1 (0.79%) Crashlytics
8 1 (0.79%) Gradle
8 1 (0.79%) Maven
8 1 (0.79%) Postman
8 1 (0.79%) SonarQube
General
1 34 (26.98%) Marketing
2 25 (19.84%) Finance
3 9 (7.14%) Advertising
4 5 (3.97%) Aerospace
4 5 (3.97%) Financial Institution
4 5 (3.97%) Law
4 5 (3.97%) Retail
5 4 (3.17%) Publishing
6 3 (2.38%) Brand Awareness
6 3 (2.38%) Legal
7 1 (0.79%) Automotive
7 1 (0.79%) Electronics
7 1 (0.79%) Manufacturing
7 1 (0.79%) Multimedia
7 1 (0.79%) Music Industry
Job Titles
1 35 (27.78%) Developer
2 15 (11.90%) Marketing Executive
3 9 (7.14%) Digital Executive
3 9 (7.14%) Digital Marketing Executive
3 9 (7.14%) Pega Developer
4 8 (6.35%) Analyst
5 7 (5.56%) Automation Engineer
5 7 (5.56%) Web Developer
6 5 (3.97%) Backend Developer
6 5 (3.97%) Java Developer
6 5 (3.97%) Product Engineer
6 5 (3.97%) Python Developer
6 5 (3.97%) QA Automation Engineer
6 5 (3.97%) QA Engineer
6 5 (3.97%) Senior Automation Engineer
6 5 (3.97%) Senior QA Engineer
6 5 (3.97%) Web Specialist
7 4 (3.17%) Sales Executive
7 4 (3.17%) Telesales Executive
8 3 (2.38%) Junior
Libraries, Frameworks & Software Standards
1 30 (23.81%) HTML
2 17 (13.49%) CSS
2 17 (13.49%) Twitter Bootstrap
3 14 (11.11%) Web Services
4 8 (6.35%) XHTML
4 8 (6.35%) XML
5 6 (4.76%) jQuery
5 6 (4.76%) REST
6 5 (3.97%) Behat
6 5 (3.97%) HTML5
6 5 (3.97%) LDAP
7 4 (3.17%) AngularJS
7 4 (3.17%) React
8 3 (2.38%) .NET
8 3 (2.38%) JSON
8 3 (2.38%) RESTful
8 3 (2.38%) Spring
9 2 (1.59%) ActiveMQ
9 2 (1.59%) Spring MVC
9 2 (1.59%) Spring.NET
Miscellaneous
1 36 (28.57%) Social Media
2 14 (11.11%) Self-Motivation
3 13 (10.32%) Enterprise Software
4 12 (9.52%) Analytical Skills
4 12 (9.52%) Blog
5 9 (7.14%) Mobile App
6 8 (6.35%) Podcast
7 7 (5.56%) BBC
7 7 (5.56%) Social Network
8 6 (4.76%) User Experience
9 5 (3.97%) Linux Command Line
9 5 (3.97%) Management Information System
10 3 (2.38%) Data Centre
10 3 (2.38%) Graphic Design
11 2 (1.59%) Cloud Native
11 2 (1.59%) EPoS
11 2 (1.59%) Greenfield Project
11 2 (1.59%) Media Streaming
12 1 (0.79%) Animation
12 1 (0.79%) NHS
Operating Systems
1 13 (10.32%) Linux
2 10 (7.94%) Android
3 9 (7.14%) Unix
4 7 (5.56%) Apple iOS
5 4 (3.17%) CentOS
5 4 (3.17%) Ubuntu
6 3 (2.38%) Debian
7 2 (1.59%) Windows
8 1 (0.79%) Amazon Linux
8 1 (0.79%) Windows 10
8 1 (0.79%) Windows Server
Processes & Methodologies
1 30 (23.81%) Agile Software Development
2 21 (16.67%) Analytics
3 16 (12.70%) Digital Marketing
3 16 (12.70%) Problem-Solving
3 16 (12.70%) SEO
4 15 (11.90%) B2B
4 15 (11.90%) Content Marketing
4 15 (11.90%) Marketing Automation
4 15 (11.90%) Workflow
5 14 (11.11%) DevOps
5 14 (11.11%) Scrum
6 13 (10.32%) Lead Generation
7 12 (9.52%) Web Development
8 11 (8.73%) CRM
8 11 (8.73%) MVC
8 11 (8.73%) OO
9 10 (7.94%) Continuous Integration
9 10 (7.94%) TDD
9 10 (7.94%) Test Automation
10 9 (7.14%) Unit Testing
Programming Languages
1 25 (19.84%) JavaScript
2 19 (15.08%) Java
3 18 (14.29%) SQL
4 15 (11.90%) Python
5 12 (9.52%) PHP
6 11 (8.73%) C#
7 6 (4.76%) Kotlin
8 5 (3.97%) PHP 5
8 5 (3.97%) Ruby
9 3 (2.38%) C++
10 2 (1.59%) Bash Shell
10 2 (1.59%) Go
10 2 (1.59%) Java 8
10 2 (1.59%) Scala
10 2 (1.59%) T-SQL
11 1 (0.79%) Apple Swift
11 1 (0.79%) HQL
11 1 (0.79%) Objective-C
11 1 (0.79%) PHP 7
11 1 (0.79%) R
Qualifications
1 18 (14.29%) Degree
2 2 (1.59%) CISA
2 2 (1.59%) CISM
2 2 (1.59%) CISSP
2 2 (1.59%) Computer Science Degree
3 1 (0.79%) CCNA
3 1 (0.79%) Cisco Certification
3 1 (0.79%) DBS Check
3 1 (0.79%) ISTQB
3 1 (0.79%) ISTQB Foundation Certification
3 1 (0.79%) Microsoft Certification
Quality Assurance & Compliance
1 11 (8.73%) GDPR
2 10 (7.94%) QA
3 3 (2.38%) PCI DSS
4 2 (1.59%) FISMA
4 2 (1.59%) HIPAA
4 2 (1.59%) ISO/IEC 27001
4 2 (1.59%) NIST
4 2 (1.59%) Sarbanes-Oxley
5 1 (0.79%) Actionable Recommendations
5 1 (0.79%) Data Quality
5 1 (0.79%) SLA
System Software
1 2 (1.59%) Docker
2 1 (0.79%) Active Directory
2 1 (0.79%) VMware ESXi
2 1 (0.79%) VMware Infrastructure
Systems Management
1 5 (3.97%) Single Sign-On
2 4 (3.17%) Kubernetes
3 2 (1.59%) Terraform
4 1 (0.79%) FortiGate
4 1 (0.79%) HAProxy
4 1 (0.79%) Kibana
4 1 (0.79%) logstash
4 1 (0.79%) Puppet
Vendors
1 55 (43.65%) Facebook
2 29 (23.02%) Google
3 26 (20.63%) Instagram
4 17 (13.49%) YouTube
5 14 (11.11%) Pardot
5 14 (11.11%) Salesforce.com
6 11 (8.73%) Microsoft
7 9 (7.14%) Pega
8 7 (5.56%) Zend
9 6 (4.76%) Apple
10 5 (3.97%) PayPal
10 5 (3.97%) ServiceNow
11 3 (2.38%) Omniture
12 2 (1.59%) Atlassian
12 2 (1.59%) BT
12 2 (1.59%) CA
12 2 (1.59%) Pinterest
12 2 (1.59%) Snapchat
13 1 (0.79%) ESET
13 1 (0.79%) Hootsuite