Period
to 25 January 2022

The table below provides summary statistics for permanent job vacancies advertised in England 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 25 January 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 > England
6 months to
25 Jan 2022
Same period 2021 Same period 2020
Rank 655 692 940
Rank change year-on-year +37 +248 +23
Permanent jobs citing Twitter 381 50 86
As % of all permanent jobs advertised in England 0.34% 0.087% 0.074%
As % of the Vendors category 0.87% 0.23% 0.18%
Number of salaries quoted 81 41 70
10th Percentile £32,500 £32,424 £26,250
25th Percentile £42,500 £36,250 £29,813
Median annual salary (50th Percentile) £85,000 £55,000 £40,000
Median % change year-on-year +54.55% +37.50% -5.88%
75th Percentile £87,500 £73,750 £62,500
90th Percentile - £75,000 £66,125
UK median annual salary £85,000 £55,000 £40,000
% change year-on-year +54.55% +37.50% -5.88%

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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 43,616 21,658 48,011
As % of all permanent IT jobs advertised in England 38.88% 37.69% 41.55%
Number of salaries quoted 28,668 17,325 37,370
10th Percentile £30,000 £31,250 £27,500
25th Percentile £40,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £71,250 £68,750
90th Percentile £90,000 £85,000 £85,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Twitter
Job Vacancy Trend in England

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

Job vacancy trend for Twitter in England

Twitter
Salary Trend in England

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

Salary trend for Twitter in England

Twitter
Salary Histogram in England

Salary distribution for jobs citing Twitter in England over the 6 months to 25 January 2022.

Salary histogram for Twitter in England

Twitter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter within the England region over the 6 months to 25 January 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
London +5 265 £47,500 -34.48% 76
South East -91 32 £85,000 +142.86% 49
North of England -100 23 £85,000 +112.50% 36
East of England -69 22 £52,500 - 21
South West -37 19 £85,000 +106.06% 6
Yorkshire -58 17 £85,000 +112.50% 8
Midlands -83 15 £85,000 - 33
West Midlands -68 10 £85,000 - 26
North West -88 6 £85,000 +25.93% 24
East Midlands - 5 £22,500 - 7
Twitter
UK

For the 6 months to 25 January 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 across the England region with a requirement for Twitter.

1 159 (41.73%) Artificial Intelligence
2 149 (39.11%) Machine Learning
3 148 (38.85%) Informatics
3 148 (38.85%) Chemistry
3 148 (38.85%) Biology
4 143 (37.53%) Facebook
5 123 (32.28%) Social Media
6 109 (28.61%) Python
6 109 (28.61%) Instagram
7 103 (27.03%) Social Skills
8 97 (25.46%) Data Science
9 92 (24.15%) Java
10 80 (21.00%) Legal
11 76 (19.95%) Kubernetes
12 73 (19.16%) JavaScript
13 71 (18.64%) Big Data
14 70 (18.37%) Software Engineering
15 69 (18.11%) AWS
16 62 (16.27%) Bioinformatics
17 61 (16.01%) PhD
18 59 (15.49%) Open Source
18 59 (15.49%) YouTube
19 56 (14.70%) Marketing
19 56 (14.70%) PostgreSQL
20 54 (14.17%) Advertising
21 52 (13.65%) Algorithms
22 47 (12.34%) Spring
22 47 (12.34%) Contract Management
22 47 (12.34%) Data Acquisition
22 47 (12.34%) Influencing Skills

Twitter
Co-occurring IT Skills in England 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 42 (11.02%) Apache Solr
2 31 (8.14%) CMS
3 7 (1.84%) WordPress
4 5 (1.31%) IBM Domino
5 2 (0.52%) Elasticsearch
6 1 (0.26%) Confluence
Applications
1 19 (4.99%) Photoshop
2 14 (3.67%) Microsoft Office
3 12 (3.15%) Microsoft Excel
4 10 (2.62%) Adobe Creative Suite
4 10 (2.62%) Adobe Premiere
5 8 (2.10%) InDesign
6 5 (1.31%) Adobe Illustrator
6 5 (1.31%) Microsoft PowerPoint
7 4 (1.05%) Final Cut Pro
7 4 (1.05%) Sketch
8 2 (0.52%) Adobe After Effects
9 1 (0.26%) Acrobat
9 1 (0.26%) MS Visio
9 1 (0.26%) Spreadsheet
Business Applications
1 2 (0.52%) Shopify
Cloud Services
1 69 (18.11%) AWS
2 21 (5.51%) GitHub
3 12 (3.15%) dbt
4 11 (2.89%) AWS Lambda
4 11 (2.89%) Serverless
5 10 (2.62%) GCP
6 9 (2.36%) Amazon S3
6 9 (2.36%) Canva
6 9 (2.36%) Google Analytics
6 9 (2.36%) SaaS
7 8 (2.10%) Amazon Alexa
7 8 (2.10%) Amazon CloudWatch
8 7 (1.84%) Adobe Creative Cloud
9 6 (1.57%) Socialbakers
10 5 (1.31%) AWS Fargate
10 5 (1.31%) CloudFront
10 5 (1.31%) Google Ads
11 4 (1.05%) Figma
11 4 (1.05%) Slack
11 4 (1.05%) Trello
Communications & Networking
1 5 (1.31%) DAB
1 5 (1.31%) RIP
2 3 (0.79%) Firewall
2 3 (0.79%) Network Security
3 1 (0.26%) Intranet
3 1 (0.26%) VPN
Database & Business Intelligence
1 71 (18.64%) Big Data
2 56 (14.70%) PostgreSQL
3 43 (11.29%) Redis
4 24 (6.30%) MySQL
5 17 (4.46%) Neo4j
5 17 (4.46%) Text Mining
6 6 (1.57%) Data Mining
6 6 (1.57%) Metadata
7 5 (1.31%) BigQuery
7 5 (1.31%) NoSQL
8 4 (1.05%) Amazon DynamoDB
8 4 (1.05%) Apache Cassandra
9 2 (0.52%) Amazon QuickSight
9 2 (0.52%) Amazon Redshift
9 2 (0.52%) Tableau
10 1 (0.26%) Data Warehouse
10 1 (0.26%) EDMS
10 1 (0.26%) MongoDB
10 1 (0.26%) Power BI
10 1 (0.26%) SQL Server
Development Applications
1 11 (2.89%) Git (software)
2 5 (1.31%) JIRA
2 5 (1.31%) webpack
3 4 (1.05%) Babel
3 4 (1.05%) CircleCI
3 4 (1.05%) Cypress.io
3 4 (1.05%) Gradle
3 4 (1.05%) Maven
4 3 (0.79%) WaveMaker
5 1 (0.26%) ESLint
5 1 (0.26%) GitLab
5 1 (0.26%) Grunt
5 1 (0.26%) gulp
5 1 (0.26%) JUnit
5 1 (0.26%) Mocha
5 1 (0.26%) Mockito
General
1 103 (27.03%) Social Skills
2 80 (21.00%) Legal
3 56 (14.70%) Marketing
4 54 (14.17%) Advertising
5 47 (12.34%) Influencing Skills
6 27 (7.09%) Analytical Skills
6 27 (7.09%) Publishing
7 24 (6.30%) Pharmaceutical
8 21 (5.51%) Finance
8 21 (5.51%) Music Industry
9 13 (3.41%) Games
10 12 (3.15%) Retail
11 11 (2.89%) Organisational Skills
12 10 (2.62%) Inclusion and Diversity
13 5 (1.31%) Law
14 2 (0.52%) Banking
15 1 (0.26%) Manufacturing
15 1 (0.26%) Multimedia
15 1 (0.26%) Presentation Skills
15 1 (0.26%) Public Speaking
Job Titles
1 77 (20.21%) Developer
2 50 (13.12%) Senior Developer
3 47 (12.34%) Data Manager
3 47 (12.34%) Software Engineer
4 42 (11.02%) Java Developer
4 42 (11.02%) Senior Java Developer
5 34 (8.92%) Senior Software Engineer
6 19 (4.99%) Front End Developer (Client-Side Developer)
7 17 (4.46%) Data Scientist
7 17 (4.46%) Senior Data Scientist
8 14 (3.67%) Social Media Manager
9 13 (3.41%) Marketing Manager
10 10 (2.62%) Digital Marketing Manager
11 9 (2.36%) Digital Editor
12 8 (2.10%) Communications Manager
12 8 (2.10%) Senior Front-End Developer
13 6 (1.57%) Content Editor
14 5 (1.31%) Communications Officer
14 5 (1.31%) Online Editor
14 5 (1.31%) React Developer
Libraries, Frameworks & Software Standards
1 47 (12.34%) Spring
2 46 (12.07%) React
3 42 (11.02%) Kafka
4 30 (7.87%) HTML
4 30 (7.87%) Node.js
5 21 (5.51%) CSS
6 12 (3.15%) Express
6 12 (3.15%) YAML
7 10 (2.62%) WebRTC
7 10 (2.62%) WebSockets
8 9 (2.36%) Jest
8 9 (2.36%) React Native
9 8 (2.10%) Laravel
10 6 (1.57%) FFmpeg
10 6 (1.57%) HEVC
10 6 (1.57%) OpenCV
10 6 (1.57%) RabbitMQ
10 6 (1.57%) REST
10 6 (1.57%) Symfony
11 5 (1.31%) JSON
Miscellaneous
1 123 (32.28%) Social Media
2 52 (13.65%) Algorithms
3 30 (7.87%) Data Structures
4 19 (4.99%) Blog
5 15 (3.94%) User Experience
6 12 (3.15%) Virtual Team
7 10 (2.62%) Life Science
7 10 (2.62%) Video Editing
8 8 (2.10%) IVR
8 8 (2.10%) Mobile App
8 8 (2.10%) NHS
9 7 (1.84%) Media Streaming
10 6 (1.57%) CUDA
10 6 (1.57%) Legacy Code
10 6 (1.57%) Video\Live Streaming
11 5 (1.31%) Podcast
11 5 (1.31%) Self-Motivation
11 5 (1.31%) Video Conferencing
12 4 (1.05%) Graphic Design
13 3 (0.79%) Reference Data
Operating Systems
1 7 (1.84%) Android
1 7 (1.84%) Apple iOS
2 5 (1.31%) Linux
3 4 (1.05%) Unix
4 3 (0.79%) Windows
5 1 (0.26%) Mac OS
Processes & Methodologies
1 159 (41.73%) Artificial Intelligence
2 149 (39.11%) Machine Learning
3 148 (38.85%) Biology
3 148 (38.85%) Chemistry
3 148 (38.85%) Informatics
4 97 (25.46%) Data Science
5 70 (18.37%) Software Engineering
6 62 (16.27%) Bioinformatics
7 59 (15.49%) Open Source
8 47 (12.34%) Contract Management
8 47 (12.34%) Data Acquisition
8 47 (12.34%) Requirements Gathering
9 46 (12.07%) Microservices
10 44 (11.55%) Data Analysis
10 44 (11.55%) Proteomics
10 44 (11.55%) Transcriptomics
11 42 (11.02%) Collaborative Working
11 42 (11.02%) Data Engineering
11 42 (11.02%) Data Pipeline
12 40 (10.50%) Pair Programming
Programming Languages
1 109 (28.61%) Python
2 92 (24.15%) Java
3 73 (19.16%) JavaScript
4 30 (7.87%) TypeScript
5 29 (7.61%) SQL
6 12 (3.15%) PHP
7 9 (2.36%) R
8 7 (1.84%) C++
9 4 (1.05%) C
9 4 (1.05%) ES6
10 3 (0.79%) Bash
11 2 (0.52%) C#
12 1 (0.26%) Assembly Language
12 1 (0.26%) MATLAB
12 1 (0.26%) PowerShell
12 1 (0.26%) Ruby
12 1 (0.26%) VBA
Qualifications
1 61 (16.01%) PhD
2 27 (7.09%) Degree
3 3 (0.79%) AWS Certification
3 3 (0.79%) Computer Science Degree
3 3 (0.79%) GCED
3 3 (0.79%) GIAC
3 3 (0.79%) GPPA
4 1 (0.26%) Master's Degree
Quality Assurance & Compliance
1 7 (1.84%) QA
2 6 (1.57%) GDPR
2 6 (1.57%) HIPAA
3 2 (0.52%) PMO
4 1 (0.26%) COBIT
4 1 (0.26%) NIST
System Software
1 30 (7.87%) Docker
Systems Management
1 76 (19.95%) Kubernetes
2 4 (1.05%) Terraform
3 3 (0.79%) Systems Management Server (SMS)
4 1 (0.26%) Bugsnag
4 1 (0.26%) Grafana
4 1 (0.26%) HP Fortify
4 1 (0.26%) Microsoft Intune
4 1 (0.26%) WebInspect
Vendors
1 143 (37.53%) Facebook
2 109 (28.61%) Instagram
3 59 (15.49%) YouTube
4 30 (7.87%) Google
5 25 (6.56%) Adobe
6 17 (4.46%) Microsoft
7 12 (3.15%) TikTok
8 10 (2.62%) BT
9 9 (2.36%) Snapchat
10 7 (1.84%) Pinterest
11 4 (1.05%) Criteo
11 4 (1.05%) Salesforce.com
12 3 (0.79%) Avid
12 3 (0.79%) Sony
13 2 (0.52%) Apple
14 1 (0.26%) Alteryx
14 1 (0.26%) Databricks
14 1 (0.26%) ServiceNow