Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 16 August 2022 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
16 Aug 2022		 Same period 2021 Same period 2020
Rank 661 866 753
Rank change year-on-year +205 -113 +226
Permanent jobs citing Twitter 695 160 24
As % of all permanent jobs advertised in the UK 0.42% 0.14% 0.039%
As % of the Vendors category 1.06% 0.36% 0.095%
Number of salaries quoted 196 50 21
10th Percentile £47,825 £21,250 £23,500
25th Percentile £82,500 £28,438 £35,000
Median annual salary (50th Percentile) £85,000 £42,500 £45,000
Median % change year-on-year +100.00% -5.56% -5.26%
75th Percentile £87,500 £55,938 £65,000
90th Percentile - £75,750 £72,500
UK excluding London median annual salary £85,000 £35,000 £40,000
% change year-on-year +142.86% -12.50% +17.64%

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 65,748 44,512 25,161
As % of all permanent IT jobs advertised in the UK 39.40% 38.62% 40.49%
Number of salaries quoted 33,644 29,756 19,524
10th Percentile £30,500 £30,750 £31,250
25th Percentile £41,225 £39,000 £40,000
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £72,500 £71,250
90th Percentile £92,500 £86,250 £87,500
UK excluding London median annual salary £48,000 £46,340 £47,500
% change year-on-year +3.58% -2.44% +5.56%

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 16 August 2022.

Salary histogram for Twitter in the UK

Twitter
Top 16 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 16 August 2022. 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
Jobs
England +176 600 £85,000 +112.50% 174
London +42 326 £80,000 +18.52% 41
Work from Home +23 315 £85,000 +78.95% 89
UK excluding London +105 288 £85,000 +142.86% 140
South East +29 91 £85,000 +142.86% 32
South West +49 64 £85,000 +172.00% 14
Midlands -3 53 £85,000 +277.78% 27
North of England -15 51 £85,000 +93.18% 40
West Midlands - 38 £85,000 - 14
North West -32 26 £85,000 +347.37% 30
Yorkshire -19 17 £85,000 +88.89% 6
East of England -47 17 £50,000 -4.76% 20
East Midlands -8 15 - - 12
North East - 8 £50,000 - 5
Scotland -31 7 - - 4
Wales - 5 - - 3

For the 6 months to 16 August 2022, 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.

1 287 (41.29%) Kubernetes
2 282 (40.58%) Java
3 263 (37.84%) Social Media
3 263 (37.84%) Facebook
4 223 (32.09%) AWS
5 222 (31.94%) Big Data
6 189 (27.19%) YouTube
7 178 (25.61%) Data Pipeline
8 167 (24.03%) Collaborative Working
9 164 (23.60%) Data Engineering
10 160 (23.02%) PostgreSQL
11 159 (22.88%) Spring
12 154 (22.16%) Redis
12 154 (22.16%) Social Skills
13 153 (22.01%) Kafka
13 153 (22.01%) Apache Solr
13 153 (22.01%) Python
14 145 (20.86%) Software Engineering
15 135 (19.42%) Instagram
16 132 (18.99%) Artificial Intelligence
17 129 (18.56%) Biology
18 126 (18.13%) Informatics
18 126 (18.13%) Chemistry
18 126 (18.13%) Marketing
18 126 (18.13%) Machine Learning
19 123 (17.70%) JavaScript
20 119 (17.12%) Data Science
21 99 (14.24%) Algorithms
22 97 (13.96%) Microservices
23 89 (12.81%) Pair Programming

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
1 153 (22.01%) Apache Solr
2 24 (3.45%) CMS
3 22 (3.17%) Apache Airflow
4 18 (2.59%) Headless CMS
5 6 (0.86%) Confluence
5 6 (0.86%) IBM Domino
6 4 (0.58%) nginx
7 3 (0.43%) SharePoint
8 2 (0.29%) EPiServer
8 2 (0.29%) Ethereum
8 2 (0.29%) Solana
8 2 (0.29%) WordPress
Applications
1 27 (3.88%) Photoshop
2 23 (3.31%) Chatbot
3 20 (2.88%) Microsoft Excel
4 8 (1.15%) Microsoft Office
5 3 (0.43%) Adobe After Effects
5 3 (0.43%) Adobe Premiere
5 3 (0.43%) Campfire
5 3 (0.43%) Microsoft PowerPoint
5 3 (0.43%) Spreadsheet
Business Applications
1 13 (1.87%) Distributed Ledger
2 2 (0.29%) Shopify
3 1 (0.14%) Unit4 Business World
Cloud Services
1 223 (32.09%) AWS
2 34 (4.89%) Figma
3 31 (4.46%) GCP
4 23 (3.31%) Discord
4 23 (3.31%) Google Data Studio
5 22 (3.17%) dbt
6 20 (2.88%) Serverless
7 18 (2.59%) Dialogflow
7 18 (2.59%) Fastly
8 14 (2.01%) Oracle CX
9 12 (1.73%) GitHub
10 11 (1.58%) Adobe Creative Cloud
11 10 (1.44%) Twitch
12 8 (1.15%) AWS Lambda
12 8 (1.15%) Snowflake
13 7 (1.01%) Google Analytics
14 5 (0.72%) Google Ads
14 5 (0.72%) SaaS
14 5 (0.72%) WhatsApp
15 4 (0.58%) Matillion
Communications & Networking
1 16 (2.30%) Internet
2 6 (0.86%) RIP
3 4 (0.58%) AMQP
3 4 (0.58%) Firewall
3 4 (0.58%) HTTP
4 3 (0.43%) DHCP
4 3 (0.43%) DNS
4 3 (0.43%) TCP/IP
5 2 (0.29%) Broadband
6 1 (0.14%) Intranet
Database & Business Intelligence
1 222 (31.94%) Big Data
2 160 (23.02%) PostgreSQL
3 154 (22.16%) Redis
4 21 (3.02%) MySQL
5 14 (2.01%) BigQuery
5 14 (2.01%) Looker
6 12 (1.73%) Data Warehouse
7 9 (1.29%) Metadata
8 8 (1.15%) Metabase
9 6 (0.86%) Apache Cassandra
9 6 (0.86%) NoSQL
10 1 (0.14%) Power BI
10 1 (0.14%) Tableau
Development Applications
1 27 (3.88%) WaveMaker
2 10 (1.44%) Git (software)
3 7 (1.01%) GitLab
4 6 (0.86%) Cucumber
4 6 (0.86%) Jasmine
4 6 (0.86%) JIRA
4 6 (0.86%) Protractor
4 6 (0.86%) Vagrant
5 4 (0.58%) Codespaces
5 4 (0.58%) Selenium
5 4 (0.58%) Visual Studio Code
5 4 (0.58%) webpack
6 1 (0.14%) Storybook
General
1 154 (22.16%) Social Skills
2 126 (18.13%) Marketing
3 86 (12.37%) Finance
4 76 (10.94%) Advertising
5 65 (9.35%) Analytical Skills
6 42 (6.04%) Games
7 28 (4.03%) Legal
8 22 (3.17%) Law
9 19 (2.73%) Inclusion and Diversity
10 14 (2.01%) Retail
11 13 (1.87%) Music Industry
12 9 (1.29%) Local Government
13 8 (1.15%) Banking
14 5 (0.72%) Pharmaceutical
15 4 (0.58%) Publishing
16 3 (0.43%) Welsh Language
17 2 (0.29%) Brand Awareness
17 2 (0.29%) Public Sector
17 2 (0.29%) Public Speaking
18 1 (0.14%) Presentation Skills
Job Titles
1 219 (31.51%) Developer
2 164 (23.60%) Senior Developer
3 153 (22.01%) Java Developer
3 153 (22.01%) Senior Java Developer
4 116 (16.69%) Software Engineer
5 76 (10.94%) Senior Software Engineer
6 30 (4.32%) Security Manager
7 29 (4.17%) Analyst
7 29 (4.17%) Security Engineer
8 26 (3.74%) Security Analyst
8 26 (3.74%) Threat Intelligence Analyst
9 21 (3.02%) Junior
10 20 (2.88%) Front End Developer (Client-Side Developer)
11 15 (2.16%) Principal Engineer
12 14 (2.01%) Business Intelligence Developer
12 14 (2.01%) Designer
12 14 (2.01%) React Developer
13 9 (1.29%) Malware Analyst
13 9 (1.29%) Malware Engineer
14 8 (1.15%) Web Analyst
Libraries, Frameworks & Software Standards
1 159 (22.88%) Spring
2 153 (22.01%) Kafka
3 76 (10.94%) React
4 63 (9.06%) Node.js
5 54 (7.77%) HTML
6 41 (5.90%) CSS
7 33 (4.75%) React Native
8 31 (4.46%) Vue.js
9 30 (4.32%) GraphQL
10 28 (4.03%) OLE
11 18 (2.59%) Preactjs
12 16 (2.30%) WebRTC
12 16 (2.30%) WebSockets
13 14 (2.01%) AngularJS
13 14 (2.01%) REST
14 12 (1.73%) Smart Contracts
15 11 (1.58%) FFmpeg
15 11 (1.58%) HEVC
15 11 (1.58%) Jest
15 11 (1.58%) web3js
Miscellaneous
1 263 (37.84%) Social Media
2 99 (14.24%) Algorithms
3 78 (11.22%) Data Structures
4 55 (7.91%) User Experience
5 45 (6.47%) Blog
6 42 (6.04%) Mobile App
7 27 (3.88%) Digital Media
8 25 (3.60%) Hackathon
8 25 (3.60%) Video\Live Streaming
9 23 (3.31%) Video Editing
10 22 (3.17%) Blockchain
11 16 (2.30%) NFT
11 16 (2.30%) Virtual Team
12 15 (2.16%) Renewable Energy
13 12 (1.73%) Web3
14 11 (1.58%) CUDA
14 11 (1.58%) Greenfield Project
14 11 (1.58%) Media Streaming
14 11 (1.58%) Video Conferencing
15 9 (1.29%) Cyberattack
Operating Systems
1 27 (3.88%) Linux
2 24 (3.45%) Apple iOS
3 20 (2.88%) Android
4 9 (1.29%) Mac OS
5 3 (0.43%) Windows
Processes & Methodologies
1 178 (25.61%) Data Pipeline
2 167 (24.03%) Collaborative Working
3 164 (23.60%) Data Engineering
4 145 (20.86%) Software Engineering
5 132 (18.99%) Artificial Intelligence
6 129 (18.56%) Biology
7 126 (18.13%) Chemistry
7 126 (18.13%) Informatics
7 126 (18.13%) Machine Learning
8 119 (17.12%) Data Science
9 97 (13.96%) Microservices
10 89 (12.81%) Pair Programming
11 88 (12.66%) TDD
12 74 (10.65%) Analytics
13 58 (8.35%) Agile
14 52 (7.48%) Business Intelligence
15 47 (6.76%) Line Management
16 41 (5.90%) Cybersecurity
17 37 (5.32%) Digital Marketing
18 35 (5.04%) Workflow
Programming Languages
1 282 (40.58%) Java
2 153 (22.01%) Python
3 123 (17.70%) JavaScript
4 66 (9.50%) TypeScript
5 37 (5.32%) SQL
6 28 (4.03%) Go
7 27 (3.88%) C
7 27 (3.88%) Rust
8 23 (3.31%) R
9 18 (2.59%) Apple Swift
10 14 (2.01%) Kotlin
11 12 (1.73%) PHP
12 11 (1.58%) C++
13 9 (1.29%) Solidity
13 9 (1.29%) Vyper
14 8 (1.15%) Ruby
15 4 (0.58%) Objective-C
15 4 (0.58%) Perl
16 3 (0.43%) PowerShell
17 2 (0.29%) Bash
Qualifications
1 34 (4.89%) Degree
2 21 (3.02%) Computer Science Degree
3 15 (2.16%) CISM
3 15 (2.16%) CISSP
3 15 (2.16%) CRISC
3 15 (2.16%) Master's Degree
4 6 (0.86%) NVQ Level 3
5 5 (0.72%) HNC
6 2 (0.29%) PMI Certification
6 2 (0.29%) PMP
7 1 (0.14%) Security Cleared
Quality Assurance & Compliance
1 26 (3.74%) Accessibility
2 15 (2.16%) GRC
2 15 (2.16%) ISO/IEC 27001
2 15 (2.16%) NIST
3 12 (1.73%) Data Quality
4 11 (1.58%) QA
5 1 (0.14%) GDPR
System Software
1 24 (3.45%) Docker
2 4 (0.58%) iptables
Systems Management
1 287 (41.29%) Kubernetes
2 17 (2.45%) Terraform
3 5 (0.72%) Ansible
3 5 (0.72%) Puppet
4 4 (0.58%) Docker Swarm
4 4 (0.58%) Single Sign-On
5 2 (0.29%) Opscode Chef
5 2 (0.29%) Salt
Vendors
1 263 (37.84%) Facebook
2 189 (27.19%) YouTube
3 135 (19.42%) Instagram
4 86 (12.37%) TikTok
5 69 (9.93%) Google
6 45 (6.47%) Pinterest
6 45 (6.47%) Snapchat
7 27 (3.88%) Microsoft
8 25 (3.60%) BT
9 14 (2.01%) Oracle
10 11 (1.58%) Adobe
11 8 (1.15%) Avid
12 5 (0.72%) Genesys
12 5 (0.72%) PayPal
12 5 (0.72%) Sun
13 3 (0.43%) Sony
13 3 (0.43%) SoundCloud
13 3 (0.43%) Spotify
14 2 (0.29%) Atlassian
15 1 (0.14%) accuRx
211 Twitter job vacancies Nationwide