Period
to 18 December 2017

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 18 December 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
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 226 189 224
Rank change year-on-year -37 +35 -41
Permanent jobs citing Twitter 6 19 14
As % of all permanent IT jobs advertised in Scotland 0.11% 0.39% 0.22%
As % of the Vendors category 0.26% 0.87% 0.53%
Number of salaries quoted 5 16 14
Scotland median annual salary £40,000 £32,500 £37,500
Median salary % change year-on-year +23.08% -13.33% -6.25%
10th Percentile £33,500 £27,625 £28,175
90th Percentile £45,000 £49,375 £49,250
UK median annual salary £37,500 £42,500 £45,000
% change year-on-year -11.76% -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 2298 2181 2649
As % of all permanent IT jobs advertised in Scotland 41.12% 44.28% 41.32%
Number of salaries quoted 1489 1351 1695
Scotland median annual salary £44,000 £42,500 £41,000
Median salary % change year-on-year +3.53% +3.66% +2.50%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £65,000 £65,000 £60,000
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +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
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 18 December 2017. 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 -21 6 £40,000 +33.33%
Twitter
UK

For the 6 months to 18 December 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 5 (83.33%) SQL
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Apple
2 3 (50.00%) Web Analytics
2 3 (50.00%) Marketing
2 3 (50.00%) QlikView
2 3 (50.00%) Credit Risk
2 3 (50.00%) Visualisation
2 3 (50.00%) Tableau
2 3 (50.00%) Facebook
2 3 (50.00%) Big Data
2 3 (50.00%) Customer Insight
2 3 (50.00%) Analytics
2 3 (50.00%) Analytical Skills
2 3 (50.00%) Dashboard Development
2 3 (50.00%) Digital Analytics
3 2 (33.33%) High Availability
3 2 (33.33%) AWS Certification
3 2 (33.33%) Amazon AWS
3 2 (33.33%) Oracle Database
3 2 (33.33%) DevOps
3 2 (33.33%) VMware
3 2 (33.33%) VMware Infrastructure
3 2 (33.33%) Shell Script
3 2 (33.33%) Java
3 2 (33.33%) Perl
3 2 (33.33%) .NET
3 2 (33.33%) Oracle
3 2 (33.33%) SQL Server
3 2 (33.33%) IIS

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 (33.33%) Apache
1 2 (33.33%) IIS
1 2 (33.33%) Tomcat
Cloud Services
1 2 (33.33%) Amazon AWS
2 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 3 (50.00%) Big Data
1 3 (50.00%) QlikView
2 2 (33.33%) Oracle Database
2 2 (33.33%) SQL Server
General
1 3 (50.00%) Marketing
2 1 (16.67%) Finance
2 1 (16.67%) Law
Job Titles
1 4 (66.67%) Consultant
2 3 (50.00%) QlikView Consultant
3 2 (33.33%) DevOps Engineer
3 2 (33.33%) Senior DevOps
3 2 (33.33%) Senior DevOps Engineer
3 2 (33.33%) Senior Support Engineer
3 2 (33.33%) Support Engineer
4 1 (16.67%) AWS DevOps
4 1 (16.67%) AWS DevOps Engineer
4 1 (16.67%) AWS Engineer
4 1 (16.67%) Azure DevOps
4 1 (16.67%) Azure DevOps Engineer
4 1 (16.67%) Azure Engineer
4 1 (16.67%) Resource Consultant
Libraries, Frameworks & Software Standards
1 2 (33.33%) .NET
Miscellaneous
1 3 (50.00%) Analytical Skills
1 3 (50.00%) Credit Risk
2 1 (16.67%) Social Media
Operating Systems
1 2 (33.33%) Linux
1 2 (33.33%) Windows
Processes & Methodologies
1 3 (50.00%) Analytics
1 3 (50.00%) Business Intelligence
1 3 (50.00%) Customer Insight
1 3 (50.00%) Dashboard Development
1 3 (50.00%) Digital Analytics
1 3 (50.00%) Visualisation
1 3 (50.00%) Web Analytics
2 2 (33.33%) DevOps
2 2 (33.33%) High Availability
3 1 (16.67%) Coaching
3 1 (16.67%) Risk Management
Programming Languages
1 5 (83.33%) SQL
2 2 (33.33%) Java
2 2 (33.33%) Perl
2 2 (33.33%) Python
2 2 (33.33%) Shell Script
Qualifications
1 2 (33.33%) AWS Certification
System Software
1 2 (33.33%) VMware Infrastructure
Vendors
1 3 (50.00%) Apple
1 3 (50.00%) Facebook
1 3 (50.00%) Tableau
2 2 (33.33%) Oracle
2 2 (33.33%) VMware