Period
to 19 October 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Kerberos skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kerberos over the 6 months to 19 October 2019 with a comparison to the same period in the previous 2 years.

Kerberos
UK > Scotland
6 months to
19 Oct 2019
Same period 2018 Same period 2017
Rank 208 217 222
Rank change year-on-year +9 +5 -7
Permanent jobs citing Kerberos 6 13 7
As % of all permanent IT jobs advertised in Scotland 0.12% 0.24% 0.13%
As % of the Communications & Networking category 1.10% 2.05% 1.03%
Number of salaries quoted 6 6 2
Scotland median annual salary £65,450 £30,000 £41,500
Median salary % change year-on-year +118.17% -27.71% -
10th Percentile £45,000 £27,500 £39,750
90th Percentile £73,750 £45,000 £43,250
UK median annual salary £55,000 £57,500 £57,500
% change year-on-year -4.35% - -

Kerberos is in the Communications and Computer Networking category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for communications or computer networking skills.

All Communications and Computer Networking Skills
Scotland
Permanent vacancies with a requirement for communications or computer networking skills 547 635 679
As % of all permanent IT jobs advertised in Scotland 11.39% 11.80% 12.28%
Number of salaries quoted 283 416 462
Scotland median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% +6.25%
10th Percentile £26,750 £26,250 £28,287
90th Percentile £72,250 £67,500 £65,000
UK median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% -

Kerberos
Job Vacancy Trend in Scotland

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

Job vacancy trend for Kerberos in Scotland

Kerberos
Salary Trend in Scotland

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

Salary trend for Kerberos in Scotland

Kerberos
Salary Histogram in Scotland

The salary distribution of IT jobs citing Kerberos in Scotland over the 6 months to 19 October 2019.

Salary histogram for Kerberos in Scotland

Kerberos
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kerberos within the Scotland region over the 6 months to 19 October 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 +30 3 £70,000 +27.27% 1
Edinburgh -5 3 £50,000 +66.67%
Kerberos
UK

For the 6 months to 19 October 2019, IT jobs citing Kerberos 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 Kerberos.

1 4 (66.67%) LDAP
1 4 (66.67%) HTTP
1 4 (66.67%) SAML
1 4 (66.67%) OAuth
2 3 (50.00%) OpenID
2 3 (50.00%) Business Intelligence
2 3 (50.00%) SOA
2 3 (50.00%) Enterprise Software
2 3 (50.00%) Docker
2 3 (50.00%) Kubernetes
2 3 (50.00%) Multi-Factor Authentication
2 3 (50.00%) DevOps
3 2 (33.33%) Continuous Delivery
3 2 (33.33%) Analytics
3 2 (33.33%) Data Visualisation
3 2 (33.33%) Tableau
3 2 (33.33%) D3.js
3 2 (33.33%) SQL
3 2 (33.33%) Data Analysis
3 2 (33.33%) Visualisation
3 2 (33.33%) Data Mapping
3 2 (33.33%) Business Analysis
4 1 (16.67%) Ruby
4 1 (16.67%) ISO/IEC 27001
4 1 (16.67%) Load Balancing
4 1 (16.67%) Java
4 1 (16.67%) Hadoop
4 1 (16.67%) Azure
4 1 (16.67%) AWS
4 1 (16.67%) Puppet

Kerberos
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 1 (16.67%) Apache Spark
Cloud Services
1 1 (16.67%) AWS
1 1 (16.67%) Azure
1 1 (16.67%) IaaS
1 1 (16.67%) PaaS
Communications & Networking
1 4 (66.67%) HTTP
2 1 (16.67%) Firewall
2 1 (16.67%) HTTPS
2 1 (16.67%) SSL
2 1 (16.67%) VPN
Database & Business Intelligence
1 1 (16.67%) Apache Hive
1 1 (16.67%) Big Data
1 1 (16.67%) Hadoop
1 1 (16.67%) HBase
1 1 (16.67%) Sqoop
General
1 1 (16.67%) Legal
1 1 (16.67%) Public Sector
Job Titles
1 3 (50.00%) Integration Specialist
2 2 (33.33%) Developer
2 2 (33.33%) Tableau Developer
3 1 (16.67%) DevOps Engineer
3 1 (16.67%) Senior DevOps
3 1 (16.67%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 4 (66.67%) LDAP
1 4 (66.67%) OAuth
1 4 (66.67%) SAML
2 3 (50.00%) OpenID
3 2 (33.33%) D3.js
4 1 (16.67%) Elastic Stack
Miscellaneous
1 3 (50.00%) Enterprise Software
2 1 (16.67%) Data Centre
2 1 (16.67%) Management Information System
Operating Systems
1 1 (16.67%) Linux
Processes & Methodologies
1 3 (50.00%) Business Intelligence
1 3 (50.00%) DevOps
1 3 (50.00%) Multi-Factor Authentication
1 3 (50.00%) SOA
2 2 (33.33%) Analytics
2 2 (33.33%) Business Analysis
2 2 (33.33%) Continuous Delivery
2 2 (33.33%) Data Analysis
2 2 (33.33%) Data Mapping
2 2 (33.33%) Data Visualisation
2 2 (33.33%) Visualisation
3 1 (16.67%) Agile Software Development
3 1 (16.67%) Configuration Management
3 1 (16.67%) Cybersecurity
3 1 (16.67%) Dependency Management
3 1 (16.67%) Information Security
3 1 (16.67%) Load Balancing
3 1 (16.67%) Protective Monitoring
3 1 (16.67%) Service Delivery
3 1 (16.67%) Software Engineering
Programming Languages
1 2 (33.33%) SQL
2 1 (16.67%) Bash Shell
2 1 (16.67%) Java
2 1 (16.67%) Python
2 1 (16.67%) Ruby
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
1 1 (16.67%) GDPR
1 1 (16.67%) ISO/IEC 27001
System Software
1 3 (50.00%) Docker
2 1 (16.67%) HDFS
Systems Management
1 3 (50.00%) Kubernetes
2 1 (16.67%) Ambari
2 1 (16.67%) Ansible
2 1 (16.67%) Hadoop YARN
2 1 (16.67%) Oozie
2 1 (16.67%) Puppet
2 1 (16.67%) Single Sign-On
2 1 (16.67%) Terraform
Vendors
1 2 (33.33%) Tableau
2 1 (16.67%) Cloudera
2 1 (16.67%) Hortonworks