Period
to 19 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 19 July 2018 with a comparison to the same period in the previous 2 years.

logstash
UK > Scotland
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 229 217 -
Rank change year-on-year -12 - +228
Permanent jobs citing logstash 5 1 0
As % of all permanent IT jobs advertised in Scotland 0.088% 0.019% -
As % of the Systems Management category 0.76% 0.27% -
Number of salaries quoted 5 1 0
Scotland median annual salary £62,000 £50,000 -
Median salary % change year-on-year +24.00% - -
UK median annual salary £62,500 £65,000 £57,500
% change year-on-year -3.85% +13.04% -2.13%

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 Scotland with a requirement for systems management skills.

All Systems Management Skills
Scotland
Permanent vacancies with a requirement for systems management skills 656 370 444
As % of all permanent IT jobs advertised in Scotland 11.49% 7.11% 7.59%
Number of salaries quoted 425 191 240
Scotland median annual salary £47,500 £44,000 £45,000
Median salary % change year-on-year +7.95% -2.22% -
10th Percentile £28,250 £28,250 £30,000
90th Percentile £66,250 £72,500 £56,250
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

logstash
Job Vacancy Trend in Scotland

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

Job vacancy trend for logstash in Scotland

logstash
Salary Trend in Scotland

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

Salary trend for logstash in Scotland

logstash
Salary Histogram in Scotland

The salary distribution of IT jobs citing logstash in Scotland over the 6 months to 19 July 2018.

Salary histogram for logstash in Scotland

logstash
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing logstash within the Scotland region over the 6 months to 19 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
Glasgow -12 4 £56,000 +12.00%
Edinburgh - 1 £62,000 -
logstash
UK

For the 6 months to 19 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 Scotland region with a requirement for logstash.

1 5 (100.00%) Java
1 5 (100.00%) Python
2 4 (80.00%) Kafka
2 4 (80.00%) Elasticsearch
2 4 (80.00%) Ansible
3 3 (60.00%) Kibana
3 3 (60.00%) Elastic Stack
3 3 (60.00%) Decision-Making
3 3 (60.00%) Amazon AWS
3 3 (60.00%) Agile Software Development
3 3 (60.00%) Ruby
3 3 (60.00%) Cloud Computing
3 3 (60.00%) Hadoop
4 2 (40.00%) Amazon EC2
4 2 (40.00%) Amazon S3
4 2 (40.00%) Test Automation
4 2 (40.00%) WebSphere
4 2 (40.00%) Apache Flex
4 2 (40.00%) Software Engineering
4 2 (40.00%) PostgreSQL
4 2 (40.00%) C#
4 2 (40.00%) IBM
4 2 (40.00%) Open Source
4 2 (40.00%) Bash Shell
4 2 (40.00%) Amazon EMR
4 2 (40.00%) Amazon DynamoDB
4 2 (40.00%) Low Latency
4 2 (40.00%) Git (software)
4 2 (40.00%) PostGIS
4 2 (40.00%) Protocol Buffers

logstash
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 (80.00%) Elasticsearch
2 2 (40.00%) Apache Spark
2 2 (40.00%) WebSphere
3 1 (20.00%) JBoss
3 1 (20.00%) Jetty
3 1 (20.00%) nginx
3 1 (20.00%) OpenStack
3 1 (20.00%) Tomcat
3 1 (20.00%) Tornado
3 1 (20.00%) WebLogic
3 1 (20.00%) WebSphere Application Server
3 1 (20.00%) WebSphere Portal
Cloud Services
1 3 (60.00%) Amazon AWS
1 3 (60.00%) Cloud Computing
2 2 (40.00%) Amazon EC2
2 2 (40.00%) Amazon EMR
2 2 (40.00%) Amazon S3
2 2 (40.00%) AWS CloudFormation
2 2 (40.00%) AWS Lambda
2 2 (40.00%) Serverless
3 1 (20.00%) Microsoft Azure
Communications & Networking
1 1 (20.00%) AMQP
1 1 (20.00%) HTTP
Database & Business Intelligence
1 3 (60.00%) Hadoop
2 2 (40.00%) Amazon DynamoDB
2 2 (40.00%) Amazon Redshift
2 2 (40.00%) OpenTSDB
2 2 (40.00%) Parquet
2 2 (40.00%) PostgreSQL
3 1 (20.00%) Couchbase
3 1 (20.00%) MongoDB
3 1 (20.00%) NoSQL
3 1 (20.00%) Redis
3 1 (20.00%) Riak
Development Applications
1 2 (40.00%) Git (software)
2 1 (20.00%) Cucumber
2 1 (20.00%) FitNesse
2 1 (20.00%) Gatling
2 1 (20.00%) Jenkins
2 1 (20.00%) JMeter
2 1 (20.00%) Mercurial
2 1 (20.00%) Selenium
2 1 (20.00%) Subversion
2 1 (20.00%) The Grinder
2 1 (20.00%) Vagrant
General
1 1 (20.00%) Banking
1 1 (20.00%) Finance
Job Titles
1 2 (40.00%) Cloud Engineer
1 2 (40.00%) Cloud Software Engineer
1 2 (40.00%) Senior Cloud Engineer
1 2 (40.00%) Senior Software Engineer
1 2 (40.00%) Senior Web Engineer
1 2 (40.00%) Software Engineer
1 2 (40.00%) Web Engineer
2 1 (20.00%) Architect
2 1 (20.00%) Developer
2 1 (20.00%) Java Developer
2 1 (20.00%) Senior Data Warehouse Specialist
2 1 (20.00%) Senior WebSphere Specialist
2 1 (20.00%) Software Architect
2 1 (20.00%) Support Specialist
2 1 (20.00%) WebSphere Specialist
Libraries, Frameworks & Software Standards
1 4 (80.00%) Kafka
2 3 (60.00%) Elastic Stack
3 2 (40.00%) Apache Flex
3 2 (40.00%) Apache Thrift
3 2 (40.00%) PostGIS
3 2 (40.00%) Protocol Buffers
3 2 (40.00%) Samza
4 1 (20.00%) AngularJS
4 1 (20.00%) Flask
4 1 (20.00%) Hibernate
4 1 (20.00%) HTML
4 1 (20.00%) HTML5
4 1 (20.00%) J2EE
4 1 (20.00%) JMS
4 1 (20.00%) JPA
4 1 (20.00%) Middleware
4 1 (20.00%) Node.js
4 1 (20.00%) RabbitMQ
4 1 (20.00%) Spring
4 1 (20.00%) WebSphere MQ
Miscellaneous
1 2 (40.00%) Cloud Native
1 2 (40.00%) Data Centre
2 1 (20.00%) Algorithms
2 1 (20.00%) Analytical Skills
2 1 (20.00%) Data Structures
2 1 (20.00%) DataPower
Operating Systems
1 1 (20.00%) Linux
1 1 (20.00%) Mac OS
1 1 (20.00%) Windows
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Decision-Making
2 2 (40.00%) Continuous Deployment
2 2 (40.00%) DevOps
2 2 (40.00%) Low Latency
2 2 (40.00%) Open Source
2 2 (40.00%) Software Engineering
2 2 (40.00%) Test Automation
3 1 (20.00%) BDD
3 1 (20.00%) Continuous Improvement
3 1 (20.00%) Continuous Integration
3 1 (20.00%) Integration Testing
3 1 (20.00%) Kanban
3 1 (20.00%) Load Balancing
3 1 (20.00%) Multithreading
3 1 (20.00%) Performance Engineering
3 1 (20.00%) Performance Testing
3 1 (20.00%) System Testing
3 1 (20.00%) TDD
3 1 (20.00%) UML
Programming Languages
1 5 (100.00%) Java
1 5 (100.00%) Python
2 3 (60.00%) Ruby
3 2 (40.00%) Bash Shell
3 2 (40.00%) C#
4 1 (20.00%) C++
4 1 (20.00%) Clojure
4 1 (20.00%) Erlang
4 1 (20.00%) F#
4 1 (20.00%) Haskell
4 1 (20.00%) JavaScript
4 1 (20.00%) Scala
4 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Degree
System Software
1 2 (40.00%) Docker
1 2 (40.00%) HDFS
2 1 (20.00%) Apache Flume
2 1 (20.00%) Apache ZooKeeper
2 1 (20.00%) VirtualBox
2 1 (20.00%) VMware Infrastructure
Systems Management
1 4 (80.00%) Ansible
2 3 (60.00%) Kibana
3 2 (40.00%) Mesos
4 1 (20.00%) BMC PATROL
4 1 (20.00%) Cobbler
4 1 (20.00%) HAProxy
4 1 (20.00%) Nagios
4 1 (20.00%) Opscode Chef
4 1 (20.00%) Puppet
Vendors
1 2 (40.00%) IBM
2 1 (20.00%) AppDynamics
2 1 (20.00%) Splunk
2 1 (20.00%) TIBCO
2 1 (20.00%) VMware