Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for logstash skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited logstash over the 6 months to 18 July 2018 with a comparison to the same period in the previous 2 years.

logstash
Scotland > Glasgow
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 158 146 -
Rank change year-on-year -12 - +150
Permanent jobs citing logstash 4 1 0
As % of all permanent IT jobs advertised in Glasgow 0.16% 0.045% -
As % of the Systems Management category 1.45% 0.92% -
Number of salaries quoted 4 1 0
Glasgow median annual salary £56,000 £50,000 -
Median salary % change year-on-year +12.00% - -
Scotland median annual salary £62,000 £50,000 -
% change year-on-year +24.00% - -

logstash is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for systems management skills.

All Systems Management Skills
Glasgow
Permanent vacancies with a requirement for systems management skills 275 109 226
As % of all permanent IT jobs advertised in Glasgow 11.30% 4.94% 8.67%
Number of salaries quoted 199 55 102
Glasgow median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% +0.56%
10th Percentile £33,000 £29,300 £31,250
90th Percentile £65,000 £56,250 £54,950
Scotland median annual salary £47,000 £44,500 £45,000
% change year-on-year +5.62% -1.11% -

logstash
Job Vacancy Trend in Glasgow

Job postings citing logstash as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for logstash in Glasgow

logstash
Salary Trend in Glasgow

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

Salary trend for logstash in Glasgow

logstash
Salary Histogram in Glasgow

The salary distribution of IT jobs citing logstash in Glasgow over the 6 months to 18 July 2018.

Salary histogram for logstash in Glasgow

For the 6 months to 18 July 2018, IT jobs citing logstash 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 Glasgow region with a requirement for logstash.

1 4 (100.00%) Java
1 4 (100.00%) Python
2 3 (75.00%) Kafka
2 3 (75.00%) Elasticsearch
2 3 (75.00%) Ansible
3 2 (50.00%) Docker
3 2 (50.00%) Elastic Stack
3 2 (50.00%) Decision-Making
3 2 (50.00%) Amazon AWS
3 2 (50.00%) DevOps
3 2 (50.00%) Kibana
3 2 (50.00%) Bash Shell
3 2 (50.00%) Cloud Computing
3 2 (50.00%) Git (software)
3 2 (50.00%) Test Automation
3 2 (50.00%) Hadoop
3 2 (50.00%) Ruby
3 2 (50.00%) WebSphere
3 2 (50.00%) Agile Software Development
3 2 (50.00%) IBM
4 1 (25.00%) WebSphere MQ
4 1 (25.00%) BMC PATROL
4 1 (25.00%) Nagios
4 1 (25.00%) TIBCO
4 1 (25.00%) Middleware
4 1 (25.00%) JMeter
4 1 (25.00%) Finance
4 1 (25.00%) PostgreSQL
4 1 (25.00%) Hibernate
4 1 (25.00%) Scrum

logstash
Co-occurring IT Skills in Glasgow 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 (75.00%) Elasticsearch
2 2 (50.00%) WebSphere
3 1 (25.00%) Apache Spark
3 1 (25.00%) JBoss
3 1 (25.00%) Jetty
3 1 (25.00%) nginx
3 1 (25.00%) OpenStack
3 1 (25.00%) Tomcat
3 1 (25.00%) Tornado
3 1 (25.00%) WebLogic
3 1 (25.00%) WebSphere Application Server
3 1 (25.00%) WebSphere Portal
Cloud Services
1 2 (50.00%) Amazon AWS
1 2 (50.00%) Cloud Computing
2 1 (25.00%) Amazon EC2
2 1 (25.00%) Amazon EMR
2 1 (25.00%) Amazon S3
2 1 (25.00%) AWS CloudFormation
2 1 (25.00%) AWS Lambda
2 1 (25.00%) Microsoft Azure
2 1 (25.00%) Serverless
Communications & Networking
1 1 (25.00%) AMQP
1 1 (25.00%) HTTP
Database & Business Intelligence
1 2 (50.00%) Hadoop
2 1 (25.00%) Amazon DynamoDB
2 1 (25.00%) Amazon Redshift
2 1 (25.00%) Couchbase
2 1 (25.00%) MongoDB
2 1 (25.00%) NoSQL
2 1 (25.00%) OpenTSDB
2 1 (25.00%) Parquet
2 1 (25.00%) PostgreSQL
2 1 (25.00%) Redis
2 1 (25.00%) Riak
Development Applications
1 2 (50.00%) Git (software)
2 1 (25.00%) Cucumber
2 1 (25.00%) FitNesse
2 1 (25.00%) Gatling
2 1 (25.00%) Jenkins
2 1 (25.00%) JMeter
2 1 (25.00%) Mercurial
2 1 (25.00%) Selenium
2 1 (25.00%) Subversion
2 1 (25.00%) The Grinder
2 1 (25.00%) Vagrant
General
1 1 (25.00%) Banking
1 1 (25.00%) Finance
Job Titles
1 1 (25.00%) Architect
1 1 (25.00%) Cloud Engineer
1 1 (25.00%) Cloud Software Engineer
1 1 (25.00%) Developer
1 1 (25.00%) Java Developer
1 1 (25.00%) Senior Cloud Engineer
1 1 (25.00%) Senior Data Warehouse Specialist
1 1 (25.00%) Senior Software Engineer
1 1 (25.00%) Senior Web Engineer
1 1 (25.00%) Senior WebSphere Specialist
1 1 (25.00%) Software Architect
1 1 (25.00%) Software Engineer
1 1 (25.00%) Support Specialist
1 1 (25.00%) Web Engineer
1 1 (25.00%) WebSphere Specialist
Libraries, Frameworks & Software Standards
1 3 (75.00%) Kafka
2 2 (50.00%) Elastic Stack
3 1 (25.00%) AngularJS
3 1 (25.00%) Apache Flex
3 1 (25.00%) Apache Thrift
3 1 (25.00%) Flask
3 1 (25.00%) Hibernate
3 1 (25.00%) HTML
3 1 (25.00%) HTML5
3 1 (25.00%) J2EE
3 1 (25.00%) JMS
3 1 (25.00%) JPA
3 1 (25.00%) Lambda Expressions
3 1 (25.00%) Middleware
3 1 (25.00%) PostGIS
3 1 (25.00%) Protocol Buffers
3 1 (25.00%) Samza
3 1 (25.00%) Spring
3 1 (25.00%) TIBCO EMS
3 1 (25.00%) WebSphere MQ
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Analytical Skills
1 1 (25.00%) Cloud Native
1 1 (25.00%) Data Centre
1 1 (25.00%) Data Structures
1 1 (25.00%) DataPower
Operating Systems
1 1 (25.00%) Linux
1 1 (25.00%) Mac OS
1 1 (25.00%) Windows
Processes & Methodologies
1 2 (50.00%) Agile Software Development
1 2 (50.00%) Decision-Making
1 2 (50.00%) DevOps
1 2 (50.00%) Test Automation
2 1 (25.00%) Concurrent Programming
2 1 (25.00%) Continuous Deployment
2 1 (25.00%) Continuous Integration
2 1 (25.00%) DSDM
2 1 (25.00%) Functional Programming
2 1 (25.00%) Integration Testing
2 1 (25.00%) Kanban
2 1 (25.00%) Load Balancing
2 1 (25.00%) Multithreading
2 1 (25.00%) OO
2 1 (25.00%) Performance Testing
2 1 (25.00%) RUP
2 1 (25.00%) Software Engineering
2 1 (25.00%) System Testing
2 1 (25.00%) TDD
2 1 (25.00%) UML
Programming Languages
1 4 (100.00%) Java
1 4 (100.00%) Python
2 2 (50.00%) Bash Shell
2 2 (50.00%) Ruby
3 1 (25.00%) C#
3 1 (25.00%) C++
3 1 (25.00%) Clojure
3 1 (25.00%) Erlang
3 1 (25.00%) F#
3 1 (25.00%) Haskell
3 1 (25.00%) JavaScript
3 1 (25.00%) Scala
3 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Degree
System Software
1 2 (50.00%) Docker
2 1 (25.00%) Apache Flume
2 1 (25.00%) Apache ZooKeeper
2 1 (25.00%) HDFS
2 1 (25.00%) VirtualBox
2 1 (25.00%) VMware Infrastructure
Systems Management
1 3 (75.00%) Ansible
2 2 (50.00%) Kibana
3 1 (25.00%) BMC PATROL
3 1 (25.00%) Cobbler
3 1 (25.00%) HAProxy
3 1 (25.00%) Mesos
3 1 (25.00%) Nagios
3 1 (25.00%) Opscode Chef
3 1 (25.00%) Puppet
Vendors
1 2 (50.00%) IBM
2 1 (25.00%) AppDynamics
2 1 (25.00%) Splunk
2 1 (25.00%) TIBCO
2 1 (25.00%) VMware