Period
to 23 September 2019

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 23 September 2019 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
23 Sep 2019
Same period 2018 Same period 2017
Rank 877 587 844
Rank change year-on-year -290 +257 -85
Permanent jobs citing Twitter 200 717 382
As % of all permanent IT jobs advertised in the UK 0.14% 0.43% 0.22%
As % of the Vendors category 0.33% 1.01% 0.49%
Number of salaries quoted 156 637 310
UK median annual salary £40,000 £35,500 £45,000
Median salary % change year-on-year +12.68% -21.11% +5.88%
10th Percentile £24,250 £21,250 £26,250
90th Percentile £70,000 £60,000 £76,250
UK excluding London median annual salary £32,500 £35,000 £40,000
% change year-on-year -7.14% -12.50% +19.40%

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 60,008 71,323 78,427
As % of all permanent IT jobs advertised in the UK 42.86% 43.14% 44.64%
Number of salaries quoted 45,620 55,201 60,710
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 23 September 2019.

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 23 September 2019. 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 -295 189 £40,000 +14.29% 382
London +74 118 £47,500 -9.52% 70
UK excluding London -342 75 £32,500 -7.14% 347
South East -23 23 £32,500 -18.75% 64
Midlands -75 22 £27,500 -7.56% 62
West Midlands -46 15 £25,000 -7.41% 27
South West -15 10 £47,500 +11.76% 24
North of England -217 9 £37,500 +6.38% 117
Scotland +2 7 £58,250 +48.41% 29
East Midlands -12 7 £50,000 +42.86% 33
North West -72 6 £31,000 -17.33% 83
East of England +56 3 £34,500 +1.47% 45
Yorkshire -149 3 £38,750 +10.71% 32
Northern Ireland -9 1 - - 3

For the 6 months to 23 September 2019, 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 81 (40.50%) Facebook
2 72 (36.00%) Social Media
3 68 (34.00%) Marketing
4 54 (27.00%) Instagram
5 47 (23.50%) Google
6 43 (21.50%) HTML
6 43 (21.50%) JavaScript
7 42 (21.00%) SQL
8 40 (20.00%) CSS
9 38 (19.00%) Analytics
10 36 (18.00%) YouTube
11 35 (17.50%) CRM
12 33 (16.50%) Digital Marketing
13 30 (15.00%) Git (software)
14 29 (14.50%) Twitter Bootstrap
14 29 (14.50%) OO
14 29 (14.50%) Python
14 29 (14.50%) Agile Software Development
15 28 (14.00%) Finance
15 28 (14.00%) Business Development
15 28 (14.00%) PHP
16 27 (13.50%) Web Development
17 26 (13.00%) Business Intelligence
17 26 (13.00%) Test Automation
18 25 (12.50%) Degree
19 23 (11.50%) Linux
19 23 (11.50%) Microsoft
19 23 (11.50%) WordPress
19 23 (11.50%) Blog
20 22 (11.00%) Google Analytics

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 23 (11.50%) WordPress
2 8 (4.00%) CMS
3 3 (1.50%) Apache Spark
4 2 (1.00%) Apache
4 2 (1.00%) JBoss
5 1 (0.50%) Adobe Experience Manager
5 1 (0.50%) Elasticsearch
5 1 (0.50%) Jupyter
5 1 (0.50%) NetWeaver
5 1 (0.50%) SharePoint
5 1 (0.50%) Tomcat
Applications
1 18 (9.00%) Microsoft Office
2 13 (6.50%) Microsoft Excel
3 11 (5.50%) Photoshop
4 9 (4.50%) Adobe Illustrator
4 9 (4.50%) Microsoft PowerPoint
5 6 (3.00%) InDesign
6 5 (2.50%) Sketch
7 3 (1.50%) Adobe Premiere
8 2 (1.00%) Adobe After Effects
8 2 (1.00%) Adobe Creative Suite
8 2 (1.00%) Final Cut Pro
9 1 (0.50%) InfoPath
9 1 (0.50%) InVision
9 1 (0.50%) Spreadsheet
Business Applications
1 13 (6.50%) Dynamics CRM
2 12 (6.00%) Salesforce.com CRM
3 4 (2.00%) Sprinklr
4 3 (1.50%) WebTrends
5 1 (0.50%) Eloqua
5 1 (0.50%) Oracle EBS
5 1 (0.50%) SAP R/3
Cloud Services
1 22 (11.00%) Google Analytics
2 21 (10.50%) SaaS
3 19 (9.50%) AWS
4 10 (5.00%) GCP
5 6 (3.00%) WeChat
6 5 (2.50%) Adobe Analytics
7 4 (2.00%) AdWords
7 4 (2.00%) Azure
8 3 (1.50%) Google Docs
8 3 (1.50%) Socialbakers
9 2 (1.00%) Amazon Alexa
9 2 (1.00%) Canva
9 2 (1.00%) Datadog
9 2 (1.00%) Firebase
9 2 (1.00%) GitHub
9 2 (1.00%) Office 365
10 1 (0.50%) IaaS
10 1 (0.50%) MailChimp
10 1 (0.50%) PaaS
10 1 (0.50%) Yammer
Communications & Networking
1 14 (7.00%) RTMP
2 5 (2.50%) Internet
3 4 (2.00%) Extranet
3 4 (2.00%) Network Security
4 3 (1.50%) TCP/IP
5 2 (1.00%) Bluetooth
5 2 (1.00%) Intranet
5 2 (1.00%) LAN
5 2 (1.00%) WAN
6 1 (0.50%) BGP
6 1 (0.50%) DHCP
6 1 (0.50%) DNS
6 1 (0.50%) Firewall
6 1 (0.50%) FTP
6 1 (0.50%) HTTP
6 1 (0.50%) VLAN
6 1 (0.50%) VoIP
6 1 (0.50%) VPLS
6 1 (0.50%) VPN
6 1 (0.50%) Wi-Fi
Database & Business Intelligence
1 21 (10.50%) PostgreSQL
2 9 (4.50%) Data Warehouse
3 7 (3.50%) SQL Server Integration Services
4 6 (3.00%) Amazon Redshift
4 6 (3.00%) BigQuery
4 6 (3.00%) Looker
4 6 (3.00%) Snowflake Schema
5 5 (2.50%) MySQL
6 4 (2.00%) Big Data
7 3 (1.50%) Relational Database
7 3 (1.50%) SQL Server
8 2 (1.00%) RDBMS
9 1 (0.50%) Data Mining
9 1 (0.50%) FileMaker
9 1 (0.50%) MongoDB
9 1 (0.50%) NoSQL
9 1 (0.50%) QlikView
9 1 (0.50%) SQL Server Reporting Services
9 1 (0.50%) Star Schema
9 1 (0.50%) Sybase IQ
Development Applications
1 30 (15.00%) Git (software)
2 18 (9.00%) Subversion
3 8 (4.00%) Cucumber
3 8 (4.00%) Jenkins
3 8 (4.00%) Selenium
4 6 (3.00%) JIRA
5 5 (2.50%) Appium
5 5 (2.50%) Calabash
5 5 (2.50%) RSpec
5 5 (2.50%) TeamCity
5 5 (2.50%) UI Automator
6 4 (2.00%) Maven
7 3 (1.50%) Balsamiq
7 3 (1.50%) Grunt
7 3 (1.50%) gulp
8 2 (1.00%) Gatling
8 2 (1.00%) GitLab
8 2 (1.00%) Gradle
8 2 (1.00%) Protractor
8 2 (1.00%) webpack
General
1 68 (34.00%) Marketing
2 28 (14.00%) Finance
3 21 (10.50%) Retail
4 17 (8.50%) Manufacturing
5 14 (7.00%) Advertising
5 14 (7.00%) Brand Awareness
5 14 (7.00%) Telecoms
6 9 (4.50%) Electronics
6 9 (4.50%) Public Sector
7 6 (3.00%) Law
8 5 (2.50%) Banking
9 4 (2.00%) Music Industry
10 3 (1.50%) Automotive
10 3 (1.50%) Games
10 3 (1.50%) Legal
10 3 (1.50%) Local Government
11 1 (0.50%) Back Office
11 1 (0.50%) Financial Institution
11 1 (0.50%) Multimedia
11 1 (0.50%) Publishing
Job Titles
1 56 (28.00%) Developer
2 21 (10.50%) Web Developer
3 16 (8.00%) Analyst
4 14 (7.00%) C++ Developer
4 14 (7.00%) Marketing Executive
5 12 (6.00%) Sales Executive
5 12 (6.00%) Telesales Executive
6 9 (4.50%) Web Specialist
7 8 (4.00%) Business Manager
7 8 (4.00%) Consultant
7 8 (4.00%) Digital Executive
7 8 (4.00%) Digital Marketing Executive
7 8 (4.00%) Marketing Manager
8 7 (3.50%) Automation Engineer
8 7 (3.50%) Business Development Manager
8 7 (3.50%) Customer Analyst
8 7 (3.50%) Development Manager
8 7 (3.50%) Java Developer
9 6 (3.00%) Data Analyst
9 6 (3.00%) Designer
Libraries, Frameworks & Software Standards
1 43 (21.50%) HTML
2 40 (20.00%) CSS
3 29 (14.50%) Twitter Bootstrap
4 18 (9.00%) Behat
4 18 (9.00%) XHTML
5 14 (7.00%) FFmpeg
5 14 (7.00%) OpenCV
5 14 (7.00%) WebSockets
6 11 (5.50%) HTML5
7 10 (5.00%) AngularJS
8 8 (4.00%) jQuery
8 8 (4.00%) Sass
9 7 (3.50%) CSS3
9 7 (3.50%) Node.js
9 7 (3.50%) React
9 7 (3.50%) Spring
9 7 (3.50%) Web Services
10 6 (3.00%) Natural Language Processing
11 5 (2.50%) LESS
12 4 (2.00%) REST
Miscellaneous
1 72 (36.00%) Social Media
2 23 (11.50%) Blog
3 22 (11.00%) Analytical Skills
4 18 (9.00%) User Experience
5 16 (8.00%) Self-Motivation
6 14 (7.00%) Enterprise Software
6 14 (7.00%) Social Network
7 13 (6.50%) Management Information System
8 11 (5.50%) Mobile App
9 8 (4.00%) FMCG
10 5 (2.50%) Anti-Piracy
10 5 (2.50%) Digital Media
10 5 (2.50%) Linux Command Line
10 5 (2.50%) Public Cloud
11 4 (2.00%) Data Centre
12 3 (1.50%) Video\Live Streaming
13 2 (1.00%) BBC
13 2 (1.00%) Graphic Design
13 2 (1.00%) Replication
13 2 (1.00%) Video Editing
Operating Systems
1 23 (11.50%) Linux
2 7 (3.50%) Android
2 7 (3.50%) Apple iOS
3 5 (2.50%) Unix
4 4 (2.00%) Windows
5 1 (0.50%) Windows Server
5 1 (0.50%) Windows Server 2008
5 1 (0.50%) Windows Server 2012
Processes & Methodologies
1 38 (19.00%) Analytics
2 35 (17.50%) CRM
3 33 (16.50%) Digital Marketing
4 29 (14.50%) Agile Software Development
4 29 (14.50%) OO
5 28 (14.00%) Business Development
6 27 (13.50%) Web Development
7 26 (13.00%) Business Intelligence
7 26 (13.00%) Test Automation
8 22 (11.00%) Problem-Solving
8 22 (11.00%) SEO
8 22 (11.00%) TDD
9 21 (10.50%) Pay per click
9 21 (10.50%) Unit Testing
10 20 (10.00%) OOP
11 19 (9.50%) MVC
12 18 (9.00%) Lead Generation
12 18 (9.00%) OO PHP
13 16 (8.00%) B2B
14 15 (7.50%) Pair Programming
Programming Languages
1 43 (21.50%) JavaScript
2 42 (21.00%) SQL
3 29 (14.50%) Python
4 28 (14.00%) PHP
5 19 (9.50%) Java
5 19 (9.50%) PHP 5
6 16 (8.00%) C++
7 6 (3.00%) Kotlin
7 6 (3.00%) Ruby
8 5 (2.50%) ES6
9 3 (1.50%) C#
9 3 (1.50%) PowerShell
9 3 (1.50%) Scala
10 2 (1.00%) Apple Swift
10 2 (1.00%) C
10 2 (1.00%) Go
10 2 (1.00%) Objective-C
10 2 (1.00%) TypeScript
11 1 (0.50%) PHP 7
11 1 (0.50%) T-SQL
Qualifications
1 25 (12.50%) Degree
2 4 (2.00%) CCNA
2 4 (2.00%) CEH
2 4 (2.00%) Cisco Certification
2 4 (2.00%) CISSP
2 4 (2.00%) Computer Science Degree
3 3 (1.50%) CISA
3 3 (1.50%) CISM
3 3 (1.50%) DBS Check
3 3 (1.50%) Master's Degree
3 3 (1.50%) PhD
4 1 (0.50%) CCNP
4 1 (0.50%) GSEC
4 1 (0.50%) ISTQB
4 1 (0.50%) ISTQB Foundation Certification
4 1 (0.50%) JNCIA
4 1 (0.50%) Microsoft Certification
4 1 (0.50%) SAP Certification
Quality Assurance & Compliance
1 9 (4.50%) QA
2 4 (2.00%) SLA
3 1 (0.50%) Actionable Recommendations
3 1 (0.50%) Data Quality
3 1 (0.50%) ISO/IEC 27001
System Software
1 7 (3.50%) Docker
2 2 (1.00%) VMware Infrastructure
3 1 (0.50%) Active Directory
3 1 (0.50%) Firmware
3 1 (0.50%) Hyper-V
3 1 (0.50%) Virtual Machines
3 1 (0.50%) vSphere
Systems Management
1 3 (1.50%) Kubernetes
2 1 (0.50%) FortiGate
2 1 (0.50%) Kibana
2 1 (0.50%) logstash
2 1 (0.50%) MOM
2 1 (0.50%) Nagios
2 1 (0.50%) Puppet
2 1 (0.50%) SCCM
2 1 (0.50%) Terraform
2 1 (0.50%) ZABBIX
Vendors
1 81 (40.50%) Facebook
2 54 (27.00%) Instagram
3 47 (23.50%) Google
4 36 (18.00%) YouTube
5 23 (11.50%) Microsoft
6 21 (10.50%) Salesforce.com
7 19 (9.50%) Zend
8 18 (9.00%) BT
9 17 (8.50%) Adobe
10 10 (5.00%) SAP
11 9 (4.50%) Tableau
12 6 (3.00%) Informatica
12 6 (3.00%) Talend
13 5 (2.50%) Hootsuite
14 4 (2.00%) Alibaba
14 4 (2.00%) Apple
14 4 (2.00%) NetBase
14 4 (2.00%) Oracle
14 4 (2.00%) Pinterest
15 3 (1.50%) Forcepoint