Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 April 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 20 April 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
20 Apr 2021		 Same period 2020 Same period 2019
Rank 533 861 892
Rank change year-on-year +328 +31 -427
Permanent jobs citing Twitter 339 94 237
As % of all permanent jobs advertised in the UK 0.40% 0.085% 0.16%
As % of the Vendors category 1.06% 0.21% 0.38%
Number of salaries quoted 92 83 184
10th Percentile £26,825 £26,300 £26,250
25th Percentile £36,250 £34,375 £33,438
Median annual salary (50th Percentile) £48,750 £50,000 £45,000
Median % change year-on-year -2.50% +11.11% +28.57%
75th Percentile £70,313 £65,000 £62,813
90th Percentile £75,000 £72,500 £67,500
UK excluding London median annual salary £40,000 £50,000 £38,500
% change year-on-year -20.00% +29.87% +10.00%

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 31,908 44,957 61,760
As % of all permanent IT jobs advertised in the UK 37.80% 40.88% 41.55%
Number of salaries quoted 23,878 34,926 47,668
10th Percentile £31,250 £28,500 £27,750
25th Percentile £39,500 £37,500 £36,250
Median annual salary (50th Percentile) £52,500 £52,500 £50,000
Median % change year-on-year - +5.00% +5.26%
75th Percentile £70,000 £70,000 £67,500
90th Percentile £85,000 £86,250 £82,500
UK excluding London median annual salary £45,840 £45,000 £45,000
% change year-on-year +1.87% - +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 20 April 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 20 April 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 +337 302 £47,500 -5.00% 263
UK excluding London +254 223 £40,000 -20.00% 237
East of England +172 123 - - 22
London +160 81 £67,500 +50.00% 46
Work from Home -88 52 £43,750 -27.08% 60
South West +56 46 £32,500 -13.33% 19
Midlands +37 24 £31,000 -27.06% 40
East Midlands +31 18 £40,000 +23.08% 10
South East +76 15 £50,000 +29.03% 23
North of England +17 11 £40,000 -38.46% 113
North West +42 9 £40,000 +14.29% 85
West Midlands +8 6 £28,500 -40.00% 29
Scotland - 4 £45,000 - 19
Yorkshire -13 2 £42,000 -35.38% 26

For the 6 months to 20 April 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.

1 121 (35.69%) Degree
2 101 (29.79%) Agile Software Development
3 100 (29.50%) Facebook
4 82 (24.19%) Software Engineering
5 70 (20.65%) Validation
6 56 (16.52%) Finance
7 53 (15.63%) Problem-Solving
7 53 (15.63%) YouTube
8 52 (15.34%) Systems Engineering
8 52 (15.34%) Social Media
9 46 (13.57%) Marketing
10 45 (13.27%) Analytical Skills
11 42 (12.39%) Machine Learning
12 41 (12.09%) Signal Processing
12 41 (12.09%) Project Management
12 41 (12.09%) Management Information System
13 40 (11.80%) Information Security
14 39 (11.50%) Python
14 39 (11.50%) Instagram
15 38 (11.21%) Electronics
16 37 (10.91%) Computer Science
17 35 (10.32%) Scrum
17 35 (10.32%) Microsoft
17 35 (10.32%) SDLC
18 34 (10.03%) JavaScript
18 34 (10.03%) Information Management
19 33 (9.73%) SEO
20 32 (9.44%) C++
20 32 (9.44%) Google
20 32 (9.44%) Unit Testing

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 16 (4.72%) SAS
2 12 (3.54%) WordPress
3 3 (0.88%) CMS
3 3 (0.88%) SharePoint
4 2 (0.59%) MS Exchange
5 1 (0.29%) Drupal
5 1 (0.29%) IIS
5 1 (0.29%) Moodle
5 1 (0.29%) nginx
5 1 (0.29%) OpenStack
5 1 (0.29%) SharePoint Server
Applications
1 16 (4.72%) Simulink
1 16 (4.72%) Stateflow
2 12 (3.54%) Photoshop
3 8 (2.36%) Microsoft Office
4 7 (2.06%) Adobe Premiere
4 7 (2.06%) Microsoft Excel
5 5 (1.47%) Microsoft PowerPoint
6 4 (1.18%) InDesign
7 3 (0.88%) Adobe After Effects
7 3 (0.88%) Adobe Creative Suite
7 3 (0.88%) MS Visio
8 1 (0.29%) Adobe XD
8 1 (0.29%) Figma
8 1 (0.29%) InVision
8 1 (0.29%) Sketch
Business Applications
1 2 (0.59%) Dynamics CRM
1 2 (0.59%) WebTrends
2 1 (0.29%) SAP BPC
2 1 (0.29%) SAP CO
2 1 (0.29%) SAP FI
2 1 (0.29%) SAP FI/CO
2 1 (0.29%) SAP S/4HANA
2 1 (0.29%) Shopify
Cloud Services
1 13 (3.83%) GCP
2 11 (3.24%) SaaS
3 10 (2.95%) GitHub
4 9 (2.65%) AWS
5 7 (2.06%) Serverless
6 6 (1.77%) Google Analytics
7 5 (1.47%) Azure
8 4 (1.18%) Cloud Computing
8 4 (1.18%) MailChimp
8 4 (1.18%) Microsoft 365
9 3 (0.88%) AdWords
9 3 (0.88%) Canva
9 3 (0.88%) Google Workspace
9 3 (0.88%) Veeva
10 2 (0.59%) Amazon EC2
10 2 (0.59%) Dynamics 365
10 2 (0.59%) Google Data Studio
10 2 (0.59%) PaaS
10 2 (0.59%) Power Platform
10 2 (0.59%) PowerApps
Communications & Networking
1 12 (3.54%) Modbus
1 12 (3.54%) RS-422
1 12 (3.54%) RS-485
1 12 (3.54%) Software-Defined Radio
2 10 (2.95%) DNS
2 10 (2.95%) FTP
2 10 (2.95%) HTTP
2 10 (2.95%) Network Security
2 10 (2.95%) SMTP
2 10 (2.95%) SSL
3 5 (1.47%) DAB
4 3 (0.88%) Internet
4 3 (0.88%) LAN
5 2 (0.59%) BGP
5 2 (0.59%) Cisco ISE
5 2 (0.59%) EIGRP
5 2 (0.59%) FWSM
5 2 (0.59%) OSPF
5 2 (0.59%) WAN
5 2 (0.59%) Wireless
Database & Business Intelligence
1 14 (4.13%) Big Data
2 12 (3.54%) PostgreSQL
3 11 (3.24%) Redis
4 10 (2.95%) MySQL
5 5 (1.47%) Data Warehouse
5 5 (1.47%) NoSQL
6 3 (0.88%) BigQuery
6 3 (0.88%) Data Lake
6 3 (0.88%) MongoDB
6 3 (0.88%) Relational Database
6 3 (0.88%) SQL Server Reporting Services
7 2 (0.59%) Apache Cassandra
7 2 (0.59%) Maltego
7 2 (0.59%) SQL Server
7 2 (0.59%) Tableau
8 1 (0.29%) Amazon DynamoDB
8 1 (0.29%) Amazon RDS
Development Applications
1 25 (7.37%) Git (software)
1 25 (7.37%) Rational Rhapsody
2 20 (5.90%) Rational DOORS
3 13 (3.83%) Eclipse
3 13 (3.83%) Rational Quality Manager
3 13 (3.83%) Rational Team Concert
4 10 (2.95%) Subversion
5 6 (1.77%) gulp
5 6 (1.77%) PHPUnit
5 6 (1.77%) webpack
6 2 (0.59%) Artifactory
6 2 (0.59%) Dreamweaver
6 2 (0.59%) git-flow
6 2 (0.59%) Jenkins
6 2 (0.59%) JIRA
6 2 (0.59%) SQL Server Management Studio (SSMS)
7 1 (0.29%) Gradle
7 1 (0.29%) Maven
7 1 (0.29%) TeamCity
7 1 (0.29%) VSS/SourceSafe
General
1 56 (16.52%) Finance
2 46 (13.57%) Marketing
3 38 (11.21%) Electronics
4 22 (6.49%) Military
4 22 (6.49%) Telecoms
5 18 (5.31%) Advertising
6 12 (3.54%) Avionics
7 11 (3.24%) Law
7 11 (3.24%) Legal
8 10 (2.95%) Aerospace
9 8 (2.36%) Pharmaceutical
10 6 (1.77%) Manufacturing
10 6 (1.77%) Publishing
11 5 (1.47%) Automotive
11 5 (1.47%) Multimedia
12 4 (1.18%) French Language
12 4 (1.18%) Public Sector
13 2 (0.59%) Billing
13 2 (0.59%) Brand Awareness
13 2 (0.59%) Retail
Job Titles
1 51 (15.04%) Systems Engineer
2 46 (13.57%) Analyst
3 32 (9.44%) Software Engineer
4 29 (8.55%) Developer
5 22 (6.49%) Architect
5 22 (6.49%) Senior Developer
6 16 (4.72%) Computer Engineer
6 16 (4.72%) Computer Vision Engineer
6 16 (4.72%) Programmer
7 13 (3.83%) Design Engineer
7 13 (3.83%) FPGA Design Engineer
7 13 (3.83%) FPGA Engineer
7 13 (3.83%) Information Analyst
7 13 (3.83%) Information Systems Analyst
7 13 (3.83%) Marketing Manager
7 13 (3.83%) Statistical Programmer
7 13 (3.83%) Systems Analyst
8 12 (3.54%) Electronics Engineer
8 12 (3.54%) RF Engineer
8 12 (3.54%) Systems Architect
Libraries, Frameworks & Software Standards
1 30 (8.85%) REST
2 25 (7.37%) React
3 18 (5.31%) CSS
3 18 (5.31%) Node.js
4 16 (4.72%) OpenCV
4 16 (4.72%) PyTorch
4 16 (4.72%) TensorFlow
5 14 (4.13%) Django
5 14 (4.13%) NumPy
5 14 (4.13%) Twitter Bootstrap
6 13 (3.83%) AngularJS
6 13 (3.83%) HTML
6 13 (3.83%) JTS
7 10 (2.95%) Celery
7 10 (2.95%) LDAP
7 10 (2.95%) OLE
7 10 (2.95%) Web Services
8 9 (2.65%) jQuery
9 8 (2.36%) SciPy
9 8 (2.36%) Spring
Miscellaneous
1 52 (15.34%) Social Media
2 45 (13.27%) Analytical Skills
3 41 (12.09%) Management Information System
4 22 (6.49%) Algorithms
5 19 (5.60%) Cyberthreat
5 19 (5.60%) Security Operations Centre
6 17 (5.01%) Organisational Skills
7 14 (4.13%) Analytical Mindset
7 14 (4.13%) Hedge funds
7 14 (4.13%) Mobile App
8 13 (3.83%) Data Centre
8 13 (3.83%) Field-Programmable Gate Array
8 13 (3.83%) User Experience
8 13 (3.83%) VHDL
9 12 (3.54%) Self-Motivation
10 11 (3.24%) Blog
11 10 (2.95%) Cyberattack
12 8 (2.36%) Video Editing
13 4 (1.18%) Digital Media
13 4 (1.18%) Life Science
Operating Systems
1 20 (5.90%) Windows
2 17 (5.01%) Windows Server
3 6 (1.77%) Apple iOS
3 6 (1.77%) Linux
4 5 (1.47%) Unix
5 3 (0.88%) Windows 10
6 2 (0.59%) Android
6 2 (0.59%) CentOS
6 2 (0.59%) Debian
6 2 (0.59%) Ubuntu
Processes & Methodologies
1 101 (29.79%) Agile Software Development
2 82 (24.19%) Software Engineering
3 70 (20.65%) Validation
4 53 (15.63%) Problem-Solving
5 52 (15.34%) Systems Engineering
6 42 (12.39%) Machine Learning
7 41 (12.09%) Project Management
7 41 (12.09%) Signal Processing
8 40 (11.80%) Information Security
9 37 (10.91%) Computer Science
10 35 (10.32%) Scrum
10 35 (10.32%) SDLC
11 34 (10.03%) Information Management
12 33 (9.73%) SEO
13 32 (9.44%) Unit Testing
14 30 (8.85%) Stakeholder Management
15 29 (8.55%) Analytics
15 29 (8.55%) Image Processing
16 28 (8.26%) Artificial Intelligence
17 26 (7.67%) Digital Marketing
Programming Languages
1 39 (11.50%) Python
2 34 (10.03%) JavaScript
3 32 (9.44%) C++
4 30 (8.85%) SQL
5 28 (8.26%) MATLAB
6 23 (6.78%) C
6 23 (6.78%) C#
7 17 (5.01%) PHP
8 14 (4.13%) Cython
8 14 (4.13%) Java
9 7 (2.06%) R
9 7 (2.06%) TypeScript
10 5 (1.47%) Apple Swift
10 5 (1.47%) Objective-C
11 3 (0.88%) Google Apps Script
11 3 (0.88%) PL/SQL
11 3 (0.88%) VB
12 2 (0.59%) ES6
12 2 (0.59%) Go
12 2 (0.59%) Java 8
Qualifications
1 121 (35.69%) Degree
2 30 (8.85%) PhD
3 24 (7.08%) Security Cleared
4 22 (6.49%) DV Cleared
5 12 (3.54%) SC Cleared
6 10 (2.95%) CCNP
6 10 (2.95%) Cisco Certification
7 8 (2.36%) Computer Science Degree
8 3 (0.88%) DBS Check
9 2 (0.59%) CIPD
9 2 (0.59%) ITIL Certification
9 2 (0.59%) Microsoft Certification
10 1 (0.29%) CFA
10 1 (0.29%) IIBA
10 1 (0.29%) ISEB
10 1 (0.29%) ISTQB
10 1 (0.29%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 17 (5.01%) 21 CFR Part 11
2 16 (4.72%) Good Clinical Practice
3 8 (2.36%) QA
4 4 (1.18%) PCI DSS
5 2 (0.59%) CDISC
5 2 (0.59%) Data Quality
5 2 (0.59%) GxP
6 1 (0.29%) Cyber Essentials
6 1 (0.29%) Cyber Essentials PLUS
6 1 (0.29%) GRC
6 1 (0.29%) PMO
System Software
1 17 (5.01%) Firmware
2 9 (2.65%) Docker
3 3 (0.88%) Active Directory
4 1 (0.29%) XenApp
4 1 (0.29%) XenDesktop
Systems Management
1 12 (3.54%) Ansible
2 9 (2.65%) Nessus
3 7 (2.06%) Kubernetes
3 7 (2.06%) Terraform
4 5 (1.47%) Single Sign-On
5 3 (0.88%) Microsoft Intune
6 2 (0.59%) Puppet
7 1 (0.29%) Opscode Chef
7 1 (0.29%) SCCM
7 1 (0.29%) ZABBIX
Vendors
1 100 (29.50%) Facebook
2 53 (15.63%) YouTube
3 39 (11.50%) Instagram
4 35 (10.32%) Microsoft
5 32 (9.44%) Google
6 17 (5.01%) EMC
7 14 (4.13%) IBM
7 14 (4.13%) Yahoo!
8 13 (3.83%) Cisco
8 13 (3.83%) Intel
8 13 (3.83%) Xilinx
9 11 (3.24%) Adobe
10 10 (2.95%) Blue Coat
10 10 (2.95%) CheckPoint
10 10 (2.95%) Darktrace
10 10 (2.95%) FireEye
10 10 (2.95%) LogRhythm
10 10 (2.95%) McAfee
10 10 (2.95%) Snapchat
10 10 (2.95%) Splunk
290 Twitter job vacancies Nationwide