Period
to 15 October 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 15 October 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
15 Oct 2018
Same period 2017 Same period 2016
Rank 196 219 200
Rank change year-on-year +23 -19 +37
Permanent jobs citing Twitter 31 5 23
As % of all permanent IT jobs advertised in Scotland 0.58% 0.091% 0.43%
As % of the Vendors category 1.42% 0.23% 0.95%
Number of salaries quoted 14 5 17
Scotland median annual salary £36,750 £40,000 £38,500
Median salary % change year-on-year -8.13% +3.90% +10.00%
10th Percentile £29,900 £33,500 £27,900
90th Percentile £61,200 £45,000 £47,500
UK median annual salary £37,500 £45,000 £40,000
% change year-on-year -16.67% +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 2,178 2,178 2,415
As % of all permanent IT jobs advertised in Scotland 40.48% 39.77% 45.60%
Number of salaries quoted 1,375 1,365 1,403
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,750 £27,500 £26,250
90th Percentile £69,375 £66,250 £65,000
UK median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 15 October 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 15 October 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 +15 18 £42,500 +6.25% 13
Glasgow - 6 £42,500 - 10
Aberdeen - 5 £33,500 - 1
Twitter
UK

For the 6 months to 15 October 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 16 (51.61%) Agile Software Development
2 14 (45.16%) Scrum
3 13 (41.94%) Finance
4 11 (35.48%) Kanban
5 6 (19.35%) Java
5 6 (19.35%) Facebook
5 6 (19.35%) Continuous Integration
5 6 (19.35%) Mentoring
5 6 (19.35%) API Integration
5 6 (19.35%) Collaborative Working
6 5 (16.13%) User Experience
6 5 (16.13%) Data Analysis
6 5 (16.13%) Spring
6 5 (16.13%) TDD
6 5 (16.13%) Asset Management
6 5 (16.13%) Hibernate
6 5 (16.13%) Degree
6 5 (16.13%) SQL
6 5 (16.13%) XML
7 4 (12.90%) Telecoms
7 4 (12.90%) Adobe Illustrator
7 4 (12.90%) InDesign
7 4 (12.90%) Advertising
7 4 (12.90%) Microsoft
7 4 (12.90%) Adobe
7 4 (12.90%) B2B
7 4 (12.90%) B2C
7 4 (12.90%) Salesforce.com
7 4 (12.90%) Photoshop
7 4 (12.90%) Marketing

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 (12.90%) WordPress
2 3 (9.68%) JBoss
Applications
1 4 (12.90%) Adobe Illustrator
1 4 (12.90%) InDesign
1 4 (12.90%) Photoshop
2 3 (9.68%) Microsoft Office
Business Applications
1 1 (3.23%) Cognos Business Intelligence
1 1 (3.23%) Cognos TM1
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) CloudFront
1 1 (3.23%) GitHub
1 1 (3.23%) npm
1 1 (3.23%) SaaS
1 1 (3.23%) Yarn
Communications & Networking
1 1 (3.23%) Firewall
1 1 (3.23%) WebEx
Database & Business Intelligence
1 3 (9.68%) RDBMS
1 3 (9.68%) Relational Database
2 2 (6.45%) MySQL
3 1 (3.23%) Cognos Analysis Studio
3 1 (3.23%) Cognos Framework Manager
3 1 (3.23%) Cognos Report Studio
3 1 (3.23%) Data Warehouse
3 1 (3.23%) DataStage
3 1 (3.23%) DB2
3 1 (3.23%) KDB
3 1 (3.23%) Kdb+
3 1 (3.23%) OLAP
3 1 (3.23%) SQL Server
3 1 (3.23%) SQL Server Integration Services
Development Applications
1 3 (9.68%) Eclipse
2 2 (6.45%) Jenkins
3 1 (3.23%) Gerrit
3 1 (3.23%) Git (software)
3 1 (3.23%) GitLab
3 1 (3.23%) IntelliJ
3 1 (3.23%) Selenium
3 1 (3.23%) Subversion
3 1 (3.23%) TeamCity
3 1 (3.23%) webpack
General
1 13 (41.94%) Finance
2 4 (12.90%) Advertising
2 4 (12.90%) Marketing
2 4 (12.90%) Telecoms
3 2 (6.45%) Banking
4 1 (3.23%) French Language
4 1 (3.23%) Games
4 1 (3.23%) German Language
4 1 (3.23%) Spanish Language
Job Titles
1 10 (32.26%) Analyst
1 10 (32.26%) Business Analyst
2 5 (16.13%) Developer
2 5 (16.13%) Senior Analyst
2 5 (16.13%) Senior Business Analyst
3 4 (12.90%) Marketing Manager
4 3 (9.68%) Development Team Leader
4 3 (9.68%) Team Leader
5 2 (6.45%) Consultant
5 2 (6.45%) Java Developer
5 2 (6.45%) Java Development Team Leader
5 2 (6.45%) Java Team Leader
5 2 (6.45%) Principal Consultant
6 1 (3.23%) Junior Technical Engineer
6 1 (3.23%) Python Engineer
6 1 (3.23%) Senior Developer
6 1 (3.23%) Senior DevOps
6 1 (3.23%) Senior Java Developer
6 1 (3.23%) Support Engineer
6 1 (3.23%) Technical Support
Libraries, Frameworks & Software Standards
1 5 (16.13%) Hibernate
1 5 (16.13%) Spring
1 5 (16.13%) XML
2 3 (9.68%) Drools
2 3 (9.68%) Java EE
2 3 (9.68%) XSLT
3 2 (6.45%) CSS
3 2 (6.45%) HTML
3 2 (6.45%) jBPM
4 1 (3.23%) Ajax
4 1 (3.23%) AngularJS
4 1 (3.23%) CSS3
4 1 (3.23%) EJB
4 1 (3.23%) HATEOAS
4 1 (3.23%) HTML5
4 1 (3.23%) J2EE
4 1 (3.23%) JSP
4 1 (3.23%) React
4 1 (3.23%) RESTful
4 1 (3.23%) Ruby on Rails
Miscellaneous
1 5 (16.13%) User Experience
2 4 (12.90%) Social Media
3 3 (9.68%) Algorithms
3 3 (9.68%) Blog
4 2 (6.45%) Enterprise Software
4 2 (6.45%) Fintech
5 1 (3.23%) Computer Science
5 1 (3.23%) Management Information System
Operating Systems
1 3 (9.68%) Windows
2 1 (3.23%) Linux
2 1 (3.23%) Unix
Processes & Methodologies
1 16 (51.61%) Agile Software Development
2 14 (45.16%) Scrum
3 11 (35.48%) Kanban
4 6 (19.35%) API Integration
4 6 (19.35%) Collaborative Working
4 6 (19.35%) Continuous Integration
4 6 (19.35%) Mentoring
5 5 (16.13%) Asset Management
5 5 (16.13%) Data Analysis
5 5 (16.13%) TDD
6 4 (12.90%) B2B
6 4 (12.90%) B2C
6 4 (12.90%) Copywriting
7 3 (9.68%) Analytics
7 3 (9.68%) Problem-Solving
7 3 (9.68%) SDLC
7 3 (9.68%) SOA
7 3 (9.68%) Workflow
8 2 (6.45%) Application Performance Monitoring
8 2 (6.45%) Business Process Modelling
Programming Languages
1 6 (19.35%) Java
2 5 (16.13%) SQL
3 2 (6.45%) C#
3 2 (6.45%) JavaScript
3 2 (6.45%) PowerShell
3 2 (6.45%) Python
4 1 (3.23%) ES6
4 1 (3.23%) ES7
4 1 (3.23%) Java 8
4 1 (3.23%) Ruby
4 1 (3.23%) VB
4 1 (3.23%) VBScript
Qualifications
1 5 (16.13%) Degree
Quality Assurance & Compliance
1 3 (9.68%) QA
System Software
1 2 (6.45%) Docker
2 1 (3.23%) Active Directory
Systems Management
1 1 (3.23%) Ansible
1 1 (3.23%) Norton AntiVirus
1 1 (3.23%) Opscode Chef
1 1 (3.23%) Terraform
Vendors
1 6 (19.35%) Facebook
2 4 (12.90%) Adobe
2 4 (12.90%) Hootsuite
2 4 (12.90%) Microsoft
2 4 (12.90%) Pardot
2 4 (12.90%) Salesforce.com
3 1 (3.23%) Cognos
3 1 (3.23%) IBM
3 1 (3.23%) Oracle
3 1 (3.23%) Symantec
3 1 (3.23%) VMware