Period
to 17 August 2017

The following table provides summary statistics for permanent job vacancies 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 17 August 2017 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
17 Aug 2017
Same period 2016 Same period 2015
Rank 902 1022 1058
Rank change year-on-year +120 +36 +86
Permanent jobs citing logstash 270 225 234
As % of all permanent IT jobs advertised in the UK 0.15% 0.11% 0.11%
As % of the Systems Management category 1.75% 1.32% 1.42%
Number of salaries quoted 223 189 181
UK median annual salary £65,000 £57,500 £57,500
Median salary % change year-on-year +13.04% - -4.17%
10th Percentile £43,750 £38,675 £42,500
90th Percentile £87,500 £75,500 £76,250
UK excluding London median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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

Systems Management Skills
UK
Permanent job vacancies with a requirement for systems management skills 15436 17026 16534
As % of all permanent IT job vacancies advertised in the UK 8.77% 8.60% 7.61%
Number of salaries quoted 12502 13852 13200
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £30,500 £30,500 £29,250
90th Percentile £82,500 £76,250 £72,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

logstash
Job Vacancy Trend

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

Job vacancy trend for logstash in the UK

logstash
Salary Trend

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

Salary trend for logstash in the UK

logstash
Salary Histogram

The salary distribution of IT jobs citing logstash over the 6 months to 17 August 2017.

Salary histogram for logstash in the UK

logstash
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing logstash within the UK over the 6 months to 17 August 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
England +141 263 £65,000 +13.04% 10
London +93 181 £68,750 +14.58% 9
UK excluding London +49 84 £55,000 - 1
South East +62 43 £56,250 +2.27%
North of England +12 20 £60,000 +100.00%
Yorkshire +31 13 £60,000 -
East of England +1 7 £70,000 +24.44% 1
North West - 7 £44,000 -
Midlands +23 6 £52,500 +53.28%
South West -4 6 £55,000 -12.00%
East Midlands +30 5 £52,500 +61.54%
Scotland - 2 £45,000 -
West Midlands +21 1 £45,000 +24.14%

For the 6 months to 17 August 2017, IT jobs citing logstash also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for logstash.

1 205 (75.93%) Kibana
2 200 (74.07%) Elasticsearch
3 176 (65.19%) Elastic Stack
4 146 (54.07%) Python
5 143 (52.96%) Linux
5 143 (52.96%) Agile Software Development
6 138 (51.11%) Amazon AWS
7 132 (48.89%) DevOps
8 128 (47.41%) Puppet
9 109 (40.37%) Java
10 107 (39.63%) Ansible
11 104 (38.52%) MySQL
12 99 (36.67%) Opscode Chef
13 96 (35.56%) Docker
13 96 (35.56%) Apache Solr
14 95 (35.19%) NoSQL
15 91 (33.70%) MongoDB
16 87 (32.22%) TDD
17 86 (31.85%) Bash Shell
18 80 (29.63%) Apache Cassandra
19 78 (28.89%) Redis
19 78 (28.89%) Scrum
20 75 (27.78%) Git (software)
21 73 (27.04%) Kanban
22 72 (26.67%) Hadoop
23 69 (25.56%) Jenkins
24 65 (24.07%) PostgreSQL
24 65 (24.07%) JavaScript
25 62 (22.96%) Tomcat
25 62 (22.96%) Continuous Integration

logstash
Co-occurring IT Skills 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
1 200 (74.07%) Elasticsearch
2 96 (35.56%) Apache Solr
3 62 (22.96%) Tomcat
4 60 (22.22%) nginx
5 55 (20.37%) OpenStack
6 50 (18.52%) Apache Spark
7 46 (17.04%) Apache
8 42 (15.56%) JBoss
9 37 (13.70%) Jetty
9 37 (13.70%) WebLogic
10 36 (13.33%) WebSphere
11 22 (8.15%) WebSphere Application Server
12 15 (5.56%) IIS
13 9 (3.33%) Confluence
14 6 (2.22%) Cloud Foundry
14 6 (2.22%) CloudStack
15 3 (1.11%) Drupal
16 2 (0.74%) DataSynapse
16 2 (0.74%) NServiceBus
17 1 (0.37%) WebSphere Portal
Business Applications
1 1 (0.37%) Payment Gateway
Cloud Services
1 138 (51.11%) Amazon AWS
2 53 (19.63%) Microsoft Azure
3 41 (15.19%) Amazon S3
4 31 (11.48%) Google Cloud Platform
5 24 (8.89%) IaaS
6 23 (8.52%) Amazon CloudWatch
7 14 (5.19%) Amazon EC2
7 14 (5.19%) AWS CloudFormation
8 13 (4.81%) Amazon ELB
9 8 (2.96%) GitHub
9 8 (2.96%) SaaS
10 7 (2.59%) Google App Engine
10 7 (2.59%) Route 53
11 3 (1.11%) Amazon SQS
11 3 (1.11%) Datadog
11 3 (1.11%) Virtual Private Cloud
12 1 (0.37%) AWS CloudTrail
12 1 (0.37%) AWS Elastic Beanstalk
12 1 (0.37%) AWS Lambda
12 1 (0.37%) CloudFront
Communications & Networking
1 28 (10.37%) Firewall
2 18 (6.67%) DNS
3 17 (6.30%) HTTP
4 10 (3.70%) TCP/IP
4 10 (3.70%) VPN
5 8 (2.96%) LDAP
5 8 (2.96%) OpenVPN
5 8 (2.96%) SAN
6 7 (2.59%) Cisco ASA
6 7 (2.59%) Cisco Nexus
6 7 (2.59%) Cisco PIX
6 7 (2.59%) IMAP
6 7 (2.59%) SMTP
7 6 (2.22%) VLAN
8 5 (1.85%) SMS
9 3 (1.11%) HTTPS
10 2 (0.74%) Network Security
11 1 (0.37%) Reverse Proxy
11 1 (0.37%) SSH
11 1 (0.37%) SSL
Database & Business Intelligence
1 104 (38.52%) MySQL
2 95 (35.19%) NoSQL
3 91 (33.70%) MongoDB
4 80 (29.63%) Apache Cassandra
5 78 (28.89%) Redis
6 72 (26.67%) Hadoop
7 65 (24.07%) PostgreSQL
8 61 (22.59%) Big Data
9 52 (19.26%) SQL Server
10 50 (18.52%) Couchbase
10 50 (18.52%) Riak
11 30 (11.11%) Amazon DynamoDB
12 17 (6.30%) RethinkDB
13 14 (5.19%) Relational Database
14 10 (3.70%) MariaDB
15 9 (3.33%) HBase
15 9 (3.33%) InfluxDB
16 6 (2.22%) Amazon RDS
17 4 (1.48%) Data Warehouse
18 3 (1.11%) CouchDB
Development Applications
1 75 (27.78%) Git (software)
2 69 (25.56%) Jenkins
3 45 (16.67%) TeamCity
4 16 (5.93%) JIRA
5 11 (4.07%) Atlassian Bamboo
6 10 (3.70%) GitLab
7 8 (2.96%) JUnit
7 8 (2.96%) Sonatype Nexus
7 8 (2.96%) Vagrant
8 7 (2.59%) Mercurial
8 7 (2.59%) Selenium
9 6 (2.22%) Maven
9 6 (2.22%) Subversion
10 5 (1.85%) Bitbucket
10 5 (1.85%) CircleCI
10 5 (1.85%) gulp
10 5 (1.85%) Hudson
10 5 (1.85%) JMeter
11 4 (1.48%) Gatling
11 4 (1.48%) Liquibase
General
1 53 (19.63%) Finance
2 38 (14.07%) Telecoms
3 21 (7.78%) Law
4 20 (7.41%) Banking
4 20 (7.41%) Pharmaceutical
4 20 (7.41%) Retail
5 18 (6.67%) Marketing
6 17 (6.30%) Electronics
6 17 (6.30%) Manufacturing
7 9 (3.33%) Games
8 7 (2.59%) Back Office
9 2 (0.74%) Front Office
10 1 (0.37%) Financial Institution
10 1 (0.37%) Investment Banking
10 1 (0.37%) Legal
10 1 (0.37%) Online Betting
Job Titles
1 113 (41.85%) Developer
2 94 (34.81%) DevOps Engineer
3 51 (18.89%) Senior Developer
4 48 (17.78%) Java Developer
5 23 (8.52%) Infrastructure Engineer
6 20 (7.41%) .NET Developer
7 19 (7.04%) JavaScript Developer
7 19 (7.04%) Senior Java Developer
8 18 (6.67%) Linux Engineer
8 18 (6.67%) Linux/Unix DevOps
9 17 (6.30%) Lead DevOps
9 17 (6.30%) Lead DevOps Engineer
10 16 (5.93%) AWS Engineer
11 15 (5.56%) Digital Developer
11 15 (5.56%) Lead Developer
12 14 (5.19%) AWS Developer
13 12 (4.44%) Administrator
13 12 (4.44%) Operations Engineer
14 11 (4.07%) Senior .NET Developer
15 10 (3.70%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 176 (65.19%) Elastic Stack
2 61 (22.59%) AngularJS
3 56 (20.74%) Lucene
4 54 (20.00%) Node.js
5 44 (16.30%) React
6 40 (14.81%) .NET
7 34 (12.59%) Sensu
8 31 (11.48%) HTML
9 30 (11.11%) .NET Core
9 30 (11.11%) Aurelia
9 30 (11.11%) Lambda Expressions
9 30 (11.11%) Serverless Framework
10 26 (9.63%) Django
10 26 (9.63%) LAMP
11 25 (9.26%) LEMP Stack
11 25 (9.26%) RabbitMQ
12 23 (8.52%) Spring
12 23 (8.52%) Web Services
13 21 (7.78%) Kafka
14 20 (7.41%) CSS
Miscellaneous
1 30 (11.11%) Data Centre
2 29 (10.74%) Enterprise Software
3 27 (10.00%) Computer Science
4 17 (6.30%) Fintech
5 16 (5.93%) Greenfield Project
6 15 (5.56%) Analytical Skills
7 10 (3.70%) iPad
8 9 (3.33%) Public Cloud
9 6 (2.22%) Private Cloud
9 6 (2.22%) Smartphone
10 5 (1.85%) Foreign Exchange (FX)
10 5 (1.85%) Online Games
11 3 (1.11%) Linux Command Line
11 3 (1.11%) Mobile App
12 2 (0.74%) Clustering
13 1 (0.37%) Algorithms
13 1 (0.37%) Blog
13 1 (0.37%) Internet of Things
13 1 (0.37%) PKI
13 1 (0.37%) Replication
Operating Systems
1 143 (52.96%) Linux
2 45 (16.67%) CentOS
3 33 (12.22%) Windows
4 19 (7.04%) Debian
5 16 (5.93%) Ubuntu
5 16 (5.93%) Windows Server
6 15 (5.56%) Android
6 15 (5.56%) Unix
7 14 (5.19%) Apple iOS
7 14 (5.19%) Red Hat Enterprise Linux
8 8 (2.96%) Windows Server 2008
8 8 (2.96%) Windows Server 2012
9 2 (0.74%) Fedora
10 1 (0.37%) SUSE
Processes & Methodologies
1 143 (52.96%) Agile Software Development
2 132 (48.89%) DevOps
3 87 (32.22%) TDD
4 78 (28.89%) Scrum
5 73 (27.04%) Kanban
6 62 (22.96%) Continuous Integration
7 61 (22.59%) Configuration Management
8 50 (18.52%) DSDM
8 50 (18.52%) RUP
9 48 (17.78%) OO
10 43 (15.93%) Mentoring
11 42 (15.56%) Open Source
12 39 (14.44%) Unit Testing
13 38 (14.07%) Coaching
13 38 (14.07%) Multithreading
14 37 (13.70%) Business Intelligence
15 36 (13.33%) Auto-Scaling
15 36 (13.33%) Concurrent Programming
15 36 (13.33%) UML
15 36 (13.33%) Web Development
Programming Languages
1 146 (54.07%) Python
2 109 (40.37%) Java
3 86 (31.85%) Bash Shell
4 65 (24.07%) JavaScript
5 60 (22.22%) C#
5 60 (22.22%) Ruby
6 47 (17.41%) Perl
7 39 (14.44%) ES6
8 37 (13.70%) PHP
9 30 (11.11%) Go
10 27 (10.00%) SQL
11 17 (6.30%) PowerShell
12 9 (3.33%) Shell Script
13 8 (2.96%) Groovy
14 7 (2.59%) R
15 6 (2.22%) C++
16 3 (1.11%) Clojure
16 3 (1.11%) Scala
17 1 (0.37%) C
17 1 (0.37%) T-SQL
Qualifications
1 50 (18.52%) Degree
2 17 (6.30%) Computer Science Degree
3 6 (2.22%) CCNA
3 6 (2.22%) Cisco Certification
4 5 (1.85%) SC Cleared
4 5 (1.85%) Security Cleared
5 2 (0.74%) ISTQB
6 1 (0.37%) CISA
6 1 (0.37%) CISM
6 1 (0.37%) CISSP
6 1 (0.37%) ITIL Certification
6 1 (0.37%) ITIL Foundation Certificate
6 1 (0.37%) Master's Degree
6 1 (0.37%) RHCE
Quality Assurance & Compliance
1 8 (2.96%) QA
2 4 (1.48%) GCP
3 2 (0.74%) PCI DSS
4 1 (0.37%) ISO/IEC 27001
4 1 (0.37%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 96 (35.56%) Docker
2 25 (9.26%) VMware Infrastructure
3 16 (5.93%) Hyper-V
4 14 (5.19%) Varnish
4 14 (5.19%) Virtual Machines
4 14 (5.19%) Xen
5 10 (3.70%) Apache ZooKeeper
6 7 (2.59%) LXC
7 2 (0.74%) Ceph
7 2 (0.74%) KVM
7 2 (0.74%) VirtualBox
8 1 (0.37%) Active Directory
8 1 (0.37%) Apache Flume
8 1 (0.37%) iptables
8 1 (0.37%) NFS
8 1 (0.37%) OpenAM
8 1 (0.37%) Postfix
8 1 (0.37%) Squid
8 1 (0.37%) zsh
Systems Management
1 205 (75.93%) Kibana
2 128 (47.41%) Puppet
3 107 (39.63%) Ansible
4 99 (36.67%) Opscode Chef
5 61 (22.59%) Terraform
6 54 (20.00%) Grafana
7 48 (17.78%) ZABBIX
8 47 (17.41%) Packer
9 36 (13.33%) Salt
10 35 (12.96%) Kubernetes
11 33 (12.22%) Graphite
12 30 (11.11%) HAProxy
13 23 (8.52%) StatsD
14 21 (7.78%) Nagios
15 18 (6.67%) Prometheus
16 17 (6.30%) Zipkin
17 13 (4.81%) Graylog
18 6 (2.22%) Galera Cluster
18 6 (2.22%) Munin
19 5 (1.85%) Marathon
Vendors
1 40 (14.81%) Oracle
2 29 (10.74%) New Relic
3 27 (10.00%) Google
4 25 (9.26%) VMware
5 24 (8.89%) Red Hat
6 17 (6.30%) SAP
6 17 (6.30%) Splunk
7 12 (4.44%) Apple
8 11 (4.07%) Cisco
9 8 (2.96%) HP
9 8 (2.96%) SaltStack
10 7 (2.59%) Atlassian
10 7 (2.59%) Dell
11 6 (2.22%) AppDynamics
12 5 (1.85%) Ab Initio
12 5 (1.85%) Microsoft
13 4 (1.48%) Citrix
13 4 (1.48%) SOASTA, Inc
14 2 (0.74%) Rackspace
14 2 (0.74%) Solace