Period
to 26 April 2019

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 6 months to 26 April 2019 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
6 months to
26 Apr 2019
Same period 2018 Same period 2017
Rank 212 236 179
Rank change year-on-year +24 -57 +47
Permanent jobs citing Twitter 13 4 21
As % of all permanent IT jobs advertised in Scotland 0.24% 0.069% 0.45%
As % of the Vendors category 0.62% 0.17% 1.12%
Number of salaries quoted 6 1 9
Scotland median annual salary £51,250 £90,000 £35,000
Median salary % change year-on-year -43.06% +157.14% -3.45%
10th Percentile £41,625 £85,000 £29,800
90th Percentile £63,750 £95,000 £39,250
UK median annual salary £45,000 £35,000 £42,500
% change year-on-year +28.57% -17.65% -5.56%

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 Scotland.

All Vendors
Scotland
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 2,081 2,311 1,878
As % of all permanent IT jobs advertised in Scotland 38.80% 39.88% 40.66%
Number of salaries quoted 1,324 1,554 1,192
Scotland median annual salary £45,000 £45,000 £41,500
Median salary % change year-on-year - +8.43% -2.35%
10th Percentile £28,750 £28,250 £27,000
90th Percentile £69,375 £66,250 £63,750
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Twitter
Job Vacancy Trend in Scotland

Job postings citing Twitter as a percentage of all IT jobs advertised in Scotland.

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 6 months to 26 April 2019.

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 6 months to 26 April 2019. 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
Glasgow +28 4 £50,000 -44.44%
Edinburgh -14 2 £62,500 -
Aberdeen - 2 - -
Dundee - 1 - -
West Lothian - 1 - -
Twitter
UK

For the 6 months to 26 April 2019, 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 Scotland region with a requirement for Twitter.

1 4 (30.77%) Java
1 4 (30.77%) Blog
1 4 (30.77%) Mentoring
1 4 (30.77%) Problem-Solving
2 3 (23.08%) OO
2 3 (23.08%) JBoss
2 3 (23.08%) SQL
2 3 (23.08%) Agile Software Development
3 2 (15.38%) TDD
3 2 (15.38%) Stakeholder Management
3 2 (15.38%) Spring
3 2 (15.38%) Microsoft
3 2 (15.38%) MicroStrategy
3 2 (15.38%) Change Management
3 2 (15.38%) Workflow
3 2 (15.38%) Hibernate
3 2 (15.38%) Scrum
3 2 (15.38%) Project Management
3 2 (15.38%) SOA
3 2 (15.38%) SAS
3 2 (15.38%) Business Intelligence
3 2 (15.38%) Python
3 2 (15.38%) Microsoft Office
3 2 (15.38%) XML
3 2 (15.38%) XSLT
3 2 (15.38%) JavaScript
3 2 (15.38%) C++
3 2 (15.38%) .NET
3 2 (15.38%) Data Extraction
3 2 (15.38%) Kalman Filter

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 3 (23.08%) JBoss
2 2 (15.38%) SAS
Applications
1 2 (15.38%) Microsoft Office
2 1 (7.69%) Microsoft Excel
Business Applications
1 1 (7.69%) Oracle Applications
Cloud Services
1 1 (7.69%) SaaS
Communications & Networking
1 1 (7.69%) HTTP
Database & Business Intelligence
1 2 (15.38%) Relational Database
2 1 (7.69%) Data Mart
2 1 (7.69%) MySQL
2 1 (7.69%) OLAP
2 1 (7.69%) Oracle Database
2 1 (7.69%) RDBMS
Development Applications
1 1 (7.69%) Artifactory
1 1 (7.69%) Bitbucket
1 1 (7.69%) Eclipse
1 1 (7.69%) Git (software)
1 1 (7.69%) Jenkins
1 1 (7.69%) Maven
1 1 (7.69%) Subversion
1 1 (7.69%) Team Foundation Server
1 1 (7.69%) TeamCity
General
1 1 (7.69%) Finance
1 1 (7.69%) Games
1 1 (7.69%) Legal
1 1 (7.69%) Pharmaceutical
1 1 (7.69%) Retail
Job Titles
1 3 (23.08%) Developer
2 2 (15.38%) Consultant
2 2 (15.38%) Senior Developer
2 2 (15.38%) Team Leader
3 1 (7.69%) Applications Developer
3 1 (7.69%) Database Analyst
3 1 (7.69%) Development Team Leader
3 1 (7.69%) Engineering Manager
3 1 (7.69%) IT Recruitment Consultant
3 1 (7.69%) Java Developer
3 1 (7.69%) Java Team Leader
3 1 (7.69%) Network Engineer
3 1 (7.69%) Principal Consultant
3 1 (7.69%) Recruitment Consultant
3 1 (7.69%) Senior Applications Developer
3 1 (7.69%) Senior Java Developer
3 1 (7.69%) Senior Software Developer
3 1 (7.69%) Senior Software Engineer
3 1 (7.69%) Senior Systems Developer
3 1 (7.69%) Technical Team Leader
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
1 2 (15.38%) Drools
1 2 (15.38%) Hibernate
1 2 (15.38%) Java EE
1 2 (15.38%) Spring
1 2 (15.38%) XML
1 2 (15.38%) XSLT
2 1 (7.69%) jBPM
2 1 (7.69%) JSON
2 1 (7.69%) REST
2 1 (7.69%) Ruby on Rails
2 1 (7.69%) Unity (Game Engine)
Miscellaneous
1 4 (30.77%) Blog
2 1 (7.69%) Analytical Skills
2 1 (7.69%) Client/Server
2 1 (7.69%) Enterprise Software
2 1 (7.69%) iPad
2 1 (7.69%) iPhone
2 1 (7.69%) User Experience
2 1 (7.69%) Virtual Team
2 1 (7.69%) Wiki
Operating Systems
1 1 (7.69%) Apple iOS
Processes & Methodologies
1 4 (30.77%) Mentoring
1 4 (30.77%) Problem-Solving
2 3 (23.08%) Agile Software Development
2 3 (23.08%) OO
3 2 (15.38%) Analytics
3 2 (15.38%) Business Intelligence
3 2 (15.38%) Change Management
3 2 (15.38%) Computer Science
3 2 (15.38%) Dependency Management
3 2 (15.38%) Kalman Filter
3 2 (15.38%) Line Management
3 2 (15.38%) Project Management
3 2 (15.38%) Scrum
3 2 (15.38%) SDLC
3 2 (15.38%) SOA
3 2 (15.38%) Software Engineering
3 2 (15.38%) Stakeholder Management
3 2 (15.38%) TDD
3 2 (15.38%) Test Scripting
3 2 (15.38%) Workflow
Programming Languages
1 4 (30.77%) Java
2 3 (23.08%) SQL
3 2 (15.38%) C++
3 2 (15.38%) JavaScript
3 2 (15.38%) Python
4 1 (7.69%) Bash Shell
4 1 (7.69%) C#
4 1 (7.69%) PowerShell
4 1 (7.69%) Ruby
4 1 (7.69%) VB
Qualifications
1 1 (7.69%) Degree
Quality Assurance & Compliance
1 1 (7.69%) QA
System Software
1 1 (7.69%) Docker
Systems Management
1 1 (7.69%) Ansible
1 1 (7.69%) Opscode Chef
1 1 (7.69%) Puppet
1 1 (7.69%) Terraform
Vendors
1 2 (15.38%) Microsoft
1 2 (15.38%) MicroStrategy
2 1 (7.69%) Canon
2 1 (7.69%) Instagram
2 1 (7.69%) Oracle
2 1 (7.69%) Symantec