Period
to 17 January 2021

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 17 January 2021 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
17 Jan 2021
Same period 2020 Same period 2019
Rank 642 889 877
Rank change year-on-year +247 -12 -331
Permanent jobs citing Twitter 114 126 246
As % of all permanent jobs advertised in the UK 0.18% 0.100% 0.16%
As % of the Vendors category 0.48% 0.24% 0.39%
Number of salaries quoted 68 108 220
Median annual salary £47,500 £40,000 £42,500
Median salary % change year-on-year +18.75% -5.88% +13.33%
10th Percentile £29,600 £26,250 £26,000
90th Percentile £74,125 £76,250 £66,250
UK excluding London median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -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 23,526 52,569 63,406
As % of all permanent IT jobs advertised in the UK 38.01% 41.68% 41.94%
Number of salaries quoted 18,389 40,641 49,258
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £85,000 £85,000 £81,250
UK excluding London median annual salary £45,540 £45,000 £45,000
% change year-on-year +1.20% - +5.88%

Twitter
Job Vacancy Trend

Job postings citing Twitter as a proportion of all IT jobs advertised.

Job vacancy trend for Twitter in the UK

Twitter
Salary Trend

3-month moving average salary quoted in jobs citing Twitter.

Salary trend for Twitter in the UK

Twitter
Salary Histogram

Salary distribution for jobs citing Twitter over the 6 months to 17 January 2021.

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 17 January 2021. 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 +250 104 £45,000 +12.50% 197
UK excluding London +217 66 £40,000 +6.67% 180
London +187 38 £60,000 +38.73% 27
East of England +121 26 - - 16
South West +98 22 £41,250 +10.00% 19
Midlands +84 9 £26,000 -29.73% 37
West Midlands +73 8 £26,000 -29.73% 26
Work from Home -62 7 £42,368 -29.39% 40
South East +145 4 £40,000 +14.29% 13
North of England +75 4 £40,000 - 85
North West +76 2 £53,750 +65.38% 60
Yorkshire +34 2 £40,000 -38.46% 20
East Midlands +62 1 - - 11
Scotland +51 1 £45,000 - 5

For the 6 months to 17 January 2021, 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 38 (33.33%) Facebook
2 35 (30.70%) Degree
3 28 (24.56%) Agile Software Development
4 24 (21.05%) Marketing
5 22 (19.30%) Finance
6 21 (18.42%) Problem-Solving
7 20 (17.54%) Social Media
7 20 (17.54%) Analytical Skills
8 19 (16.67%) Digital Marketing
9 18 (15.79%) YouTube
10 17 (14.91%) Electronics
11 16 (14.04%) Scrum
11 16 (14.04%) JavaScript
11 16 (14.04%) Systems Engineering
11 16 (14.04%) REST
12 15 (13.16%) Computer Science
12 15 (13.16%) Software Engineering
12 15 (13.16%) Google
13 14 (12.28%) Python
13 14 (12.28%) Project Management
13 14 (12.28%) Telecoms
13 14 (12.28%) Analytics
13 14 (12.28%) Instagram
14 13 (11.40%) Business Intelligence
15 12 (10.53%) SAP
15 12 (10.53%) Validation
16 11 (9.65%) Manufacturing
16 11 (9.65%) Programme Management
16 11 (9.65%) Management Information System
16 11 (9.65%) Public Sector

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 4 (3.51%) SAS
2 2 (1.75%) CMS
2 2 (1.75%) MS Exchange
2 2 (1.75%) WordPress
3 1 (0.88%) Drupal
3 1 (0.88%) IIS
3 1 (0.88%) Moodle
3 1 (0.88%) nginx
3 1 (0.88%) Pachyderm
3 1 (0.88%) SharePoint
3 1 (0.88%) SharePoint Server
Applications
1 4 (3.51%) Photoshop
1 4 (3.51%) Simulink
1 4 (3.51%) Stateflow
2 3 (2.63%) Microsoft Excel
3 2 (1.75%) Microsoft Office
3 2 (1.75%) Microsoft PowerPoint
3 2 (1.75%) MS Visio
4 1 (0.88%) Adobe Premiere
4 1 (0.88%) Chatbot
Business Applications
1 1 (0.88%) SAP BPC
1 1 (0.88%) SAP CO
1 1 (0.88%) SAP FI
1 1 (0.88%) SAP FI/CO
1 1 (0.88%) SAP S/4HANA
Cloud Services
1 7 (6.14%) AWS
2 6 (5.26%) Serverless
3 4 (3.51%) Azure
4 3 (2.63%) GitHub
4 3 (2.63%) Google Analytics
4 3 (2.63%) Office 365
5 2 (1.75%) SaaS
5 2 (1.75%) Veeva
6 1 (0.88%) Amazon EC2
6 1 (0.88%) Amazon S3
6 1 (0.88%) AWS CloudFormation
6 1 (0.88%) AWS Lambda
6 1 (0.88%) Datadog
6 1 (0.88%) Google Tag Manager
6 1 (0.88%) IaaS
6 1 (0.88%) npm
6 1 (0.88%) Power Platform
Communications & Networking
1 3 (2.63%) DNS
1 3 (2.63%) FTP
1 3 (2.63%) HTTP
1 3 (2.63%) Network Security
1 3 (2.63%) SMTP
1 3 (2.63%) Software-Defined Radio
1 3 (2.63%) SSL
2 1 (0.88%) Firewall
2 1 (0.88%) Internet
2 1 (0.88%) Junos
2 1 (0.88%) SSH
2 1 (0.88%) TCP/IP
2 1 (0.88%) VPN
2 1 (0.88%) Wireless
Database & Business Intelligence
1 5 (4.39%) MySQL
2 3 (2.63%) NoSQL
3 2 (1.75%) Relational Database
4 1 (0.88%) Amazon DynamoDB
4 1 (0.88%) Amazon RDS
4 1 (0.88%) Data Mining
4 1 (0.88%) Maltego
4 1 (0.88%) Power BI
4 1 (0.88%) SQL Server
4 1 (0.88%) SQL Server Analysis Services
4 1 (0.88%) SQL Server Integration Services
Development Applications
1 10 (8.77%) Git (software)
2 7 (6.14%) Rational Rhapsody
3 6 (5.26%) Subversion
4 4 (3.51%) PHPUnit
4 4 (3.51%) Rational DOORS
5 3 (2.63%) Eclipse
5 3 (2.63%) Rational Quality Manager
5 3 (2.63%) Rational Team Concert
6 2 (1.75%) JIRA
7 1 (0.88%) Artifactory
7 1 (0.88%) Bitbucket
7 1 (0.88%) git-flow
7 1 (0.88%) Gradle
7 1 (0.88%) gulp
7 1 (0.88%) Jenkins
7 1 (0.88%) Maven
7 1 (0.88%) TeamCity
General
1 24 (21.05%) Marketing
2 22 (19.30%) Finance
3 17 (14.91%) Electronics
4 14 (12.28%) Telecoms
5 11 (9.65%) Manufacturing
5 11 (9.65%) Public Sector
6 6 (5.26%) Publishing
7 5 (4.39%) Automotive
8 4 (3.51%) Advertising
8 4 (3.51%) Avionics
8 4 (3.51%) Brand Awareness
8 4 (3.51%) Military
9 3 (2.63%) Games
9 3 (2.63%) Multimedia
10 2 (1.75%) Billing
10 2 (1.75%) Law
11 1 (0.88%) Local Government
Job Titles
1 20 (17.54%) Developer
2 17 (14.91%) Systems Engineer
3 13 (11.40%) Analyst
3 13 (11.40%) Senior Developer
4 7 (6.14%) Computer Engineer
4 7 (6.14%) Computer Vision Engineer
4 7 (6.14%) RF Engineer
5 5 (4.39%) iOS Developer
5 5 (4.39%) Java Developer
5 5 (4.39%) Senior iOS Developer
5 5 (4.39%) Senior Java Developer
5 5 (4.39%) Software Engineer
6 4 (3.51%) Architect
6 4 (3.51%) Design Engineer
6 4 (3.51%) FPGA Design Engineer
6 4 (3.51%) FPGA Engineer
6 4 (3.51%) PHP Developer
6 4 (3.51%) Programmer
7 3 (2.63%) Electronics Engineer
7 3 (2.63%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 16 (14.04%) REST
2 9 (7.89%) AngularJS
2 9 (7.89%) React
2 9 (7.89%) Twitter Bootstrap
3 7 (6.14%) CSS
4 6 (5.26%) HTML
4 6 (5.26%) jQuery
4 6 (5.26%) Node.js
5 5 (4.39%) CSS3
5 5 (4.39%) Django
5 5 (4.39%) Google Maps API
5 5 (4.39%) iOS SDK
5 5 (4.39%) OAuth
5 5 (4.39%) OAuth2
5 5 (4.39%) PyTorch
5 5 (4.39%) Spring
5 5 (4.39%) Spring Boot
5 5 (4.39%) TensorFlow
6 4 (3.51%) Vue.js
6 4 (3.51%) Web Services
Miscellaneous
1 20 (17.54%) Analytical Skills
1 20 (17.54%) Social Media
2 11 (9.65%) Management Information System
3 9 (7.89%) Algorithms
4 6 (5.26%) Digital Media
5 5 (4.39%) Blog
5 5 (4.39%) Mobile App
5 5 (4.39%) Video\Live Streaming
6 4 (3.51%) Analytical Mindset
6 4 (3.51%) Field-Programmable Gate Array
6 4 (3.51%) VHDL
7 3 (2.63%) Cyberattack
7 3 (2.63%) Cyberthreat
7 3 (2.63%) Media Streaming
7 3 (2.63%) Security Operations Centre
7 3 (2.63%) User Experience
7 3 (2.63%) Video Editing
8 2 (1.75%) CUDA
8 2 (1.75%) Photography
8 2 (1.75%) Self-Motivation
Operating Systems
1 10 (8.77%) Windows
2 6 (5.26%) Windows Server
3 5 (4.39%) Apple iOS
4 4 (3.51%) Linux
5 2 (1.75%) Unix
5 2 (1.75%) Windows 10
6 1 (0.88%) Android
6 1 (0.88%) Windows 7
Processes & Methodologies
1 28 (24.56%) Agile Software Development
2 21 (18.42%) Problem-Solving
3 19 (16.67%) Digital Marketing
4 16 (14.04%) Scrum
4 16 (14.04%) Systems Engineering
5 15 (13.16%) Computer Science
5 15 (13.16%) Software Engineering
6 14 (12.28%) Analytics
6 14 (12.28%) Project Management
7 13 (11.40%) Business Intelligence
8 12 (10.53%) Validation
9 11 (9.65%) Image Processing
9 11 (9.65%) Observability
9 11 (9.65%) Programme Management
9 11 (9.65%) Signal Processing
10 10 (8.77%) Unit Testing
11 9 (7.89%) Disruptive Innovation
11 9 (7.89%) Machine Learning
11 9 (7.89%) Mentoring
11 9 (7.89%) SEO
Programming Languages
1 16 (14.04%) JavaScript
2 14 (12.28%) Python
3 9 (7.89%) C++
3 9 (7.89%) Java
4 8 (7.02%) MATLAB
4 8 (7.02%) PHP
5 7 (6.14%) SQL
6 5 (4.39%) Apple Swift
6 5 (4.39%) Go
6 5 (4.39%) Objective-C
7 4 (3.51%) C#
8 2 (1.75%) Bash Shell
8 2 (1.75%) PowerShell
8 2 (1.75%) R
8 2 (1.75%) VB
9 1 (0.88%) TypeScript
Qualifications
1 35 (30.70%) Degree
2 9 (7.89%) Computer Science Degree
2 9 (7.89%) Security Cleared
3 7 (6.14%) DV Cleared
4 4 (3.51%) PhD
5 2 (1.75%) CIPD
5 2 (1.75%) Master's Degree
5 2 (1.75%) SC Cleared
6 1 (0.88%) AWS Certification
6 1 (0.88%) IIBA
6 1 (0.88%) ISEB
Quality Assurance & Compliance
1 4 (3.51%) 21 CFR Part 11
1 4 (3.51%) Good Clinical Practice
2 3 (2.63%) QA
3 2 (1.75%) PCI DSS
4 1 (0.88%) CDISC
4 1 (0.88%) Cyber Essentials
4 1 (0.88%) Cyber Essentials PLUS
4 1 (0.88%) PMO
System Software
1 7 (6.14%) Docker
2 3 (2.63%) Active Directory
2 3 (2.63%) Firmware
Systems Management
1 8 (7.02%) Terraform
2 6 (5.26%) Kubernetes
3 5 (4.39%) Single Sign-On
4 2 (1.75%) Microsoft Intune
5 1 (0.88%) Ansible
5 1 (0.88%) Kubeflow
5 1 (0.88%) Opscode Chef
5 1 (0.88%) Puppet
Vendors
1 38 (33.33%) Facebook
2 18 (15.79%) YouTube
3 15 (13.16%) Google
4 14 (12.28%) Instagram
5 12 (10.53%) SAP
6 10 (8.77%) Microsoft
7 6 (5.26%) Snapchat
8 5 (4.39%) BT
9 4 (3.51%) Intel
9 4 (3.51%) Spotify
9 4 (3.51%) Xilinx
10 3 (2.63%) Blue Coat
10 3 (2.63%) CheckPoint
10 3 (2.63%) Darktrace
10 3 (2.63%) FireEye
10 3 (2.63%) IBM
10 3 (2.63%) LogRhythm
10 3 (2.63%) McAfee
10 3 (2.63%) Pinterest
10 3 (2.63%) Splunk