The table below provides summary statistics for permanent job vacancies advertised in Scotland 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 3 months to 30 April 2017 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 / Scotland
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 131 155 150
Rank change year-on-year +24 -5  
Permanent jobs citing Twitter 11 5 10
As % of all permanent IT jobs advertised in Scotland 0.47% 0.17% 0.32%
As % of the Vendors category 1.19% 0.39% 0.78%
Number of salaries quoted 5 4 7
Median salary £35,000 £40,000 £35,000
Median salary % change year-on-year -12.50% +14.28%  
UK excluding London median salary £35,000 £42,500 £38,500
% change year-on-year -17.64% +10.38%  

Twitter is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in permanent job vacancies advertised in Scotland.

Vendor Product & Service Skills
Scotland
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 925 1269 1279
As % of all permanent IT job vacancies advertised in Scotland 39.33% 44.17% 40.64%
Number of salaries quoted 578 734 784
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.55% +5.88%  
90% offered a salary of more than £29,000 £30,000 £27,500
10% offered a salary of more than £72,500 £58,900 £60,000
UK excluding London median salary £42,500 £42,500 £42,500

Twitter
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Twitter as a proportion of all permanent or contract IT jobs with a match in the Vendors category.

Job vacancy trend for Twitter in Scotland

Twitter
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Twitter in Scotland.

Salary trend for Twitter in Scotland

Twitter
Salary Histogram in Scotland

The salary distribution of IT jobs citing Twitter in Scotland over the 3 months to 30 April 2017.

Salary histogram for Twitter in Scotland

Twitter
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter within the Scotland region over the 3 months to 30 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +6 5 £35,000 -12.50%
Stirling - 4 - -
Glasgow - 2 - -
Twitter
UK

For the 6 months to 30 April 2017, IT jobs citing Twitter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Twitter.

1 10 (50.00%) JavaScript
1 10 (50.00%) AngularJS
2 8 (40.00%) User Experience
2 8 (40.00%) Agile Software Development
3 7 (35.00%) Finance
3 7 (35.00%) HTML
3 7 (35.00%) CSS
3 7 (35.00%) Facebook
4 6 (30.00%) GitHub
5 5 (25.00%) Mentoring
5 5 (25.00%) Social Media
5 5 (25.00%) CRM
5 5 (25.00%) Java
5 5 (25.00%) PHP
5 5 (25.00%) SQL
5 5 (25.00%) Google
6 4 (20.00%) Marketing
6 4 (20.00%) Copywriting
6 4 (20.00%) TDD
6 4 (20.00%) Strategic Planning
6 4 (20.00%) Banking
6 4 (20.00%) Content Management
6 4 (20.00%) Stakeholder Management
6 4 (20.00%) CMS
6 4 (20.00%) .NET
6 4 (20.00%) XML
6 4 (20.00%) C#
6 4 (20.00%) OO
6 4 (20.00%) Business Intelligence
6 4 (20.00%) B2B

Twitter
Co-occurring IT Skills in Scotland 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 (20.00%) CMS
1 4 (20.00%) Drupal
1 4 (20.00%) WordPress
2 1 (5.00%) Apache
Cloud Services
1 6 (30.00%) GitHub
2 4 (20.00%) MailChimp
3 1 (5.00%) Amazon AWS
3 1 (5.00%) Microsoft Azure
Database & Business Intelligence
1 3 (15.00%) DB2
1 3 (15.00%) RDBMS
1 3 (15.00%) Relational Database
2 2 (10.00%) ArangoDB
2 2 (10.00%) KDB
2 2 (10.00%) Kdb+
2 2 (10.00%) SQL Server
2 2 (10.00%) SQL Server 2014
3 1 (5.00%) MySQL
Development Applications
1 4 (20.00%) Git (software)
2 2 (10.00%) Moq
2 2 (10.00%) MSTest
2 2 (10.00%) NUnit
2 2 (10.00%) Rhino Mocks
3 1 (5.00%) Mercurial
3 1 (5.00%) Xcode
General
1 7 (35.00%) Finance
2 4 (20.00%) Banking
2 4 (20.00%) Marketing
3 2 (10.00%) German Language
4 1 (5.00%) Advertising
4 1 (5.00%) Back Office
Job Titles
1 15 (75.00%) Developer
2 5 (25.00%) Front End Developer (Client-Side Developer)
3 4 (20.00%) Marketing Manager
4 3 (15.00%) .NET Developer
4 3 (15.00%) Java Developer
5 2 (10.00%) Senior Developer
5 2 (10.00%) Senior Java Developer
5 2 (10.00%) VB.NET Developer
5 2 (10.00%) Web Developer
6 1 (5.00%) Applications Developer
6 1 (5.00%) C# Developer
6 1 (5.00%) Consultant
6 1 (5.00%) Front End Web Developer (Client-Side Developer)
6 1 (5.00%) Java Web Developer
6 1 (5.00%) Junior
6 1 (5.00%) Junior Consultant
6 1 (5.00%) Junior Recruitment Consultant
6 1 (5.00%) Lead Developer
6 1 (5.00%) PHP Developer
6 1 (5.00%) Recruitment Consultant
Libraries, Frameworks & Software Standards
1 10 (50.00%) AngularJS
2 7 (35.00%) CSS
2 7 (35.00%) HTML
3 4 (20.00%) .NET
3 4 (20.00%) XML
4 3 (15.00%) CSS3
4 3 (15.00%) Hibernate
4 3 (15.00%) HTML5
4 3 (15.00%) Spring
5 2 (10.00%) ASP.NET Web API
5 2 (10.00%) Castle Windsor
5 2 (10.00%) JSON
5 2 (10.00%) Ninject
5 2 (10.00%) Sass
5 2 (10.00%) SOAP
5 2 (10.00%) Spring.NET
5 2 (10.00%) Unity DI Container
5 2 (10.00%) WCF
5 2 (10.00%) WinForms
5 2 (10.00%) WPF
Miscellaneous
1 8 (40.00%) User Experience
2 5 (25.00%) Social Media
3 2 (10.00%) Algorithms
3 2 (10.00%) Data Structures
3 2 (10.00%) Enterprise Software
3 2 (10.00%) Social Network
4 1 (5.00%) Greenfield Project
4 1 (5.00%) Mobile App
Operating Systems
1 2 (10.00%) Unix
1 2 (10.00%) Windows
2 1 (5.00%) Android
2 1 (5.00%) Apple iOS
2 1 (5.00%) Linux
Processes & Methodologies
1 8 (40.00%) Agile Software Development
2 5 (25.00%) CRM
2 5 (25.00%) Mentoring
3 4 (20.00%) Analytics
3 4 (20.00%) B2B
3 4 (20.00%) Business Intelligence
3 4 (20.00%) Content Management
3 4 (20.00%) Copywriting
3 4 (20.00%) Data Strategy
3 4 (20.00%) Digital Transformation Programme
3 4 (20.00%) Front End Development
3 4 (20.00%) OO
3 4 (20.00%) Stakeholder Management
3 4 (20.00%) Strategic Planning
3 4 (20.00%) TDD
4 3 (15.00%) MVC
4 3 (15.00%) OOD
4 3 (15.00%) SDLC
4 3 (15.00%) Web Development
5 2 (10.00%) Software Engineering
Programming Languages
1 10 (50.00%) JavaScript
2 5 (25.00%) Java
2 5 (25.00%) PHP
2 5 (25.00%) SQL
3 4 (20.00%) C#
4 2 (10.00%) PowerShell
4 2 (10.00%) VB
4 2 (10.00%) VB.NET
5 1 (5.00%) Apple Swift
5 1 (5.00%) Objective-C
5 1 (5.00%) Scala
Vendors
1 7 (35.00%) Facebook
2 5 (25.00%) Google
3 2 (10.00%) Sybase
4 1 (5.00%) Apple