Period
to 20 July 2018

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 20 July 2018 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
20 Jul 2018
Same period 2017 Same period 2016
Rank 218 203 220
Rank change year-on-year -15 +17 +8
Permanent jobs citing Twitter 16 14 19
As % of all permanent IT jobs advertised in Scotland 0.28% 0.27% 0.32%
As % of the Vendors category 0.70% 0.69% 0.71%
Number of salaries quoted 7 8 12
Scotland median annual salary £47,500 £35,000 £40,000
Median salary % change year-on-year +35.71% -12.50% +14.29%
10th Percentile £32,750 £28,450 £28,750
90th Percentile £72,200 £45,375 £47,125
UK median annual salary £35,435 £42,500 £45,000
% change year-on-year -16.62% -5.56% +12.50%

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 2,298 2,034 2,677
As % of all permanent IT jobs advertised in Scotland 39.99% 39.03% 45.71%
Number of salaries quoted 1,515 1,246 1,526
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +2.91%
10th Percentile £28,000 £27,000 £26,750
90th Percentile £67,500 £67,500 £64,750
UK median annual salary £48,000 £47,500 £45,000
% change year-on-year +1.05% +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 20 July 2018.

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 20 July 2018. 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
Edinburgh -9 8 £53,250 +52.14% 12
Glasgow -21 4 £47,500 - 9
Aberdeen - 3 £33,500 -
Twitter
UK

For the 6 months to 20 July 2018, 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 7 (43.75%) Finance
1 7 (43.75%) Agile Software Development
2 5 (31.25%) Scrum
3 4 (25.00%) Java
3 4 (25.00%) Kanban
4 3 (18.75%) Continuous Integration
4 3 (18.75%) Blog
4 3 (18.75%) Spring
4 3 (18.75%) Stakeholder Management
4 3 (18.75%) Hibernate
4 3 (18.75%) Social Media
4 3 (18.75%) XML
4 3 (18.75%) Microsoft
4 3 (18.75%) User Experience
4 3 (18.75%) Mentoring
5 2 (12.50%) Collaborative Working
5 2 (12.50%) Copywriting
5 2 (12.50%) Problem-Solving
5 2 (12.50%) Hootsuite
5 2 (12.50%) Adobe
5 2 (12.50%) Risk Management
5 2 (12.50%) Telecoms
5 2 (12.50%) Workflow
5 2 (12.50%) Salesforce.com
5 2 (12.50%) Adobe Illustrator
5 2 (12.50%) InDesign
5 2 (12.50%) Advertising
5 2 (12.50%) TDD
5 2 (12.50%) Asset Management
5 2 (12.50%) XSLT

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 2 (12.50%) JBoss
1 2 (12.50%) WordPress
Applications
1 2 (12.50%) Adobe Illustrator
1 2 (12.50%) InDesign
1 2 (12.50%) Photoshop
2 1 (6.25%) Microsoft Office
Business Applications
1 1 (6.25%) Cognos Business Intelligence
1 1 (6.25%) Cognos TM1
Cloud Services
1 2 (12.50%) Amazon AWS
1 2 (12.50%) GitHub
2 1 (6.25%) Asana
2 1 (6.25%) Cloud Computing
2 1 (6.25%) CloudFront
2 1 (6.25%) Microsoft Azure
Communications & Networking
1 1 (6.25%) Firewall
Database & Business Intelligence
1 2 (12.50%) RDBMS
1 2 (12.50%) Relational Database
2 1 (6.25%) Cognos Analysis Studio
2 1 (6.25%) Cognos Framework Manager
2 1 (6.25%) Cognos Report Studio
2 1 (6.25%) Data Warehouse
2 1 (6.25%) DataStage
2 1 (6.25%) DB2
2 1 (6.25%) KDB
2 1 (6.25%) Kdb+
2 1 (6.25%) MySQL
2 1 (6.25%) OLAP
2 1 (6.25%) SQL Server Integration Services
Development Applications
1 1 (6.25%) Eclipse
1 1 (6.25%) Git (software)
1 1 (6.25%) GitLab
1 1 (6.25%) Jenkins
1 1 (6.25%) Selenium
General
1 7 (43.75%) Finance
2 2 (12.50%) Advertising
2 2 (12.50%) Marketing
2 2 (12.50%) Telecoms
3 1 (6.25%) Games
3 1 (6.25%) Law
3 1 (6.25%) Publishing
Job Titles
1 4 (25.00%) Analyst
1 4 (25.00%) Business Analyst
1 4 (25.00%) Developer
2 2 (12.50%) Consultant
2 2 (12.50%) Java Developer
2 2 (12.50%) Marketing Manager
2 2 (12.50%) Senior Analyst
2 2 (12.50%) Senior Business Analyst
3 1 (6.25%) Cognos BI Developer
3 1 (6.25%) Development Team Leader
3 1 (6.25%) DevOps Engineer
3 1 (6.25%) Full Stack Developer
3 1 (6.25%) Java Team Leader
3 1 (6.25%) Principal Consultant
3 1 (6.25%) Senior Developer
3 1 (6.25%) Senior DevOps Engineer
3 1 (6.25%) Senior Java Developer
3 1 (6.25%) Server Engineer
3 1 (6.25%) Team Leader
3 1 (6.25%) TM1 Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) Hibernate
1 3 (18.75%) Spring
1 3 (18.75%) XML
2 2 (12.50%) Drools
2 2 (12.50%) Java EE
2 2 (12.50%) XSLT
3 1 (6.25%) .NET
3 1 (6.25%) .NET Framework
3 1 (6.25%) AngularJS
3 1 (6.25%) ASP.NET
3 1 (6.25%) ASP.NET MVC
3 1 (6.25%) ASP.NET Web API
3 1 (6.25%) CSS
3 1 (6.25%) HTML
3 1 (6.25%) jBPM
3 1 (6.25%) Ruby on Rails
3 1 (6.25%) Sass
3 1 (6.25%) SOAP
3 1 (6.25%) Symfony
3 1 (6.25%) Twitter Bootstrap
Miscellaneous
1 3 (18.75%) Blog
1 3 (18.75%) Social Media
1 3 (18.75%) User Experience
2 1 (6.25%) Algorithms
2 1 (6.25%) Data Centre
2 1 (6.25%) Fintech
Operating Systems
1 1 (6.25%) Unix
1 1 (6.25%) Windows
Processes & Methodologies
1 7 (43.75%) Agile Software Development
2 5 (31.25%) Scrum
3 4 (25.00%) Kanban
4 3 (18.75%) Continuous Integration
4 3 (18.75%) Mentoring
4 3 (18.75%) Stakeholder Management
5 2 (12.50%) Asset Management
5 2 (12.50%) B2B
5 2 (12.50%) B2C
5 2 (12.50%) Collaborative Working
5 2 (12.50%) Continuous Improvement
5 2 (12.50%) Copywriting
5 2 (12.50%) Data Analysis
5 2 (12.50%) OO
5 2 (12.50%) Problem-Solving
5 2 (12.50%) Risk Management
5 2 (12.50%) SDLC
5 2 (12.50%) SOA
5 2 (12.50%) TDD
5 2 (12.50%) Workflow
Programming Languages
1 4 (25.00%) Java
2 2 (12.50%) C#
2 2 (12.50%) PowerShell
2 2 (12.50%) SQL
3 1 (6.25%) Java 8
3 1 (6.25%) JavaScript
3 1 (6.25%) Python
3 1 (6.25%) Ruby
3 1 (6.25%) TypeScript
3 1 (6.25%) VB
3 1 (6.25%) VBScript
Qualifications
1 2 (12.50%) Degree
System Software
1 1 (6.25%) Active Directory
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) Ansible
1 1 (6.25%) Norton AntiVirus
1 1 (6.25%) Opscode Chef
1 1 (6.25%) Terraform
Vendors
1 3 (18.75%) Microsoft
2 2 (12.50%) Adobe
2 2 (12.50%) Facebook
2 2 (12.50%) Hootsuite
2 2 (12.50%) Pardot
2 2 (12.50%) Salesforce.com
3 1 (6.25%) Cognos
3 1 (6.25%) IBM
3 1 (6.25%) Symantec