Period
to 17 August 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 2019 with a comparison to the same period in the previous 2 years.

logstash
UK > England
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 880 930 904
Rank change year-on-year +50 -26 +132
Permanent jobs citing logstash 180 217 263
As % of all permanent IT jobs advertised in England 0.14% 0.14% 0.16%
As % of the Systems Management category 1.04% 1.30% 1.77%
Number of salaries quoted 141 162 216
England median annual salary £62,500 £65,000 £65,000
Median salary % change year-on-year -3.85% - +13.04%
10th Percentile £35,000 £42,500 £43,750
90th Percentile £90,000 £78,750 £87,500
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - +13.04%

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 England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 17,281 16,677 14,897
As % of all permanent IT jobs advertised in England 13.09% 10.49% 8.99%
Number of salaries quoted 13,224 13,355 12,156
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £32,811 £32,000 £31,000
90th Percentile £91,250 £85,000 £82,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

logstash
Job Vacancy Trend in England

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

Job vacancy trend for logstash in England

logstash
Salary Trend in England

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

Salary trend for logstash in England

logstash
Salary Histogram in England

The salary distribution of IT jobs citing logstash in England over the 6 months to 17 August 2019.

Salary histogram for logstash in England

logstash
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing logstash within the England region over the 6 months to 17 August 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
London +41 84 £65,000 -7.14% 8
South East +1 35 £48,750 -30.36% 5
East of England +96 23 £37,500 -40.00% 5
North of England +28 22 £60,000 +9.09% 2
North West +38 15 £65,000 +72.20% 1
Midlands +36 12 £40,000 -13.51% 6
West Midlands +21 11 £40,000 -11.11% 6
Yorkshire +5 7 £52,500 -4.55%
South West +6 4 £70,000 -6.67% 3
East Midlands +20 1 £75,500 +25.83%
logstash
UK

For the 6 months to 17 August 2019, 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 England region with a requirement for logstash.

1 156 (86.67%) Elastic Stack
2 154 (85.56%) Elasticsearch
3 153 (85.00%) Kibana
4 118 (65.56%) DevOps
5 117 (65.00%) Python
6 102 (56.67%) Linux
7 93 (51.67%) Agile Software Development
7 93 (51.67%) Amazon AWS
8 66 (36.67%) Ansible
9 63 (35.00%) Docker
10 62 (34.44%) Jenkins
10 62 (34.44%) JavaScript
11 61 (33.89%) Kubernetes
12 58 (32.22%) Git (software)
13 57 (31.67%) Splunk
14 56 (31.11%) Java
14 56 (31.11%) Amazon DynamoDB
15 55 (30.56%) Serverless
16 54 (30.00%) AWS Lambda
16 54 (30.00%) Configuration Management
16 54 (30.00%) PaaS
17 53 (29.44%) Puppet
18 52 (28.89%) Node.js
19 51 (28.33%) Bash Shell
20 50 (27.78%) Web Services
21 49 (27.22%) CSS
21 49 (27.22%) HTML
22 48 (26.67%) Continuous Integration
22 48 (26.67%) Amazon ECS
23 47 (26.11%) Open Source

logstash
Co-occurring IT Skills in England 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
1 154 (85.56%) Elasticsearch
2 30 (16.67%) nginx
3 17 (9.44%) Apache
4 10 (5.56%) Apache Spark
5 9 (5.00%) Confluence
6 7 (3.89%) IIS
6 7 (3.89%) OpenStack
7 4 (2.22%) JBoss
8 3 (1.67%) Cloud Foundry
8 3 (1.67%) CloudStack
9 2 (1.11%) Tomcat
9 2 (1.11%) WebSphere
10 1 (0.56%) WebLogic
Applications
1 6 (3.33%) Chatbot
Business Applications
1 4 (2.22%) NetSuite
2 1 (0.56%) SAP MDG
Cloud Services
1 93 (51.67%) Amazon AWS
2 55 (30.56%) Serverless
3 54 (30.00%) AWS Lambda
3 54 (30.00%) PaaS
4 48 (26.67%) Amazon ECS
5 46 (25.56%) Amazon CloudWatch
6 44 (24.44%) Amazon S3
7 41 (22.78%) Amazon Kinesis
7 41 (22.78%) Microsoft Azure
8 33 (18.33%) Google Cloud Platform
9 18 (10.00%) GitHub
10 16 (8.89%) SaaS
11 14 (7.78%) AWS CloudFormation
12 13 (7.22%) Datadog
13 10 (5.56%) Slack
13 10 (5.56%) Stackdriver
14 9 (5.00%) Amazon EC2
15 8 (4.44%) AWS Fargate
16 4 (2.22%) Kong
16 4 (2.22%) Virtual Private Cloud
Communications & Networking
1 25 (13.89%) TCP/IP
2 18 (10.00%) DNS
2 18 (10.00%) SSL
3 15 (8.33%) HTTP
4 13 (7.22%) DHCP
4 13 (7.22%) Firewall
5 12 (6.67%) VRRP
6 4 (2.22%) VLAN
6 4 (2.22%) VPN
7 3 (1.67%) HTTPS
8 1 (0.56%) Cisco Nexus
8 1 (0.56%) Internet
8 1 (0.56%) Network Security
8 1 (0.56%) SMTP
8 1 (0.56%) SNMP
8 1 (0.56%) Wi-Fi
Database & Business Intelligence
1 56 (31.11%) Amazon DynamoDB
2 41 (22.78%) Amazon Athena
3 29 (16.11%) MongoDB
4 25 (13.89%) PostgreSQL
5 24 (13.33%) NoSQL
6 21 (11.67%) Redis
7 20 (11.11%) Hadoop
7 20 (11.11%) MySQL
8 16 (8.89%) Big Data
9 15 (8.33%) SQL Server
10 14 (7.78%) Apache Cassandra
11 12 (6.67%) Azure SQL Database
12 7 (3.89%) Amazon RDS
13 6 (3.33%) Amazon Aurora
13 6 (3.33%) Apache Hive
14 5 (2.78%) Cosmos DB
14 5 (2.78%) CouchDB
14 5 (2.78%) Data Warehouse
14 5 (2.78%) Relational Database
15 4 (2.22%) MariaDB
Development Applications
1 62 (34.44%) Jenkins
2 58 (32.22%) Git (software)
3 19 (10.56%) Artifactory
4 12 (6.67%) Mercurial
5 11 (6.11%) Sonatype Nexus
6 10 (5.56%) TeamCity
7 9 (5.00%) JIRA
7 9 (5.00%) Octopus Deploy
8 8 (4.44%) Bitbucket
8 8 (4.44%) Subversion
9 7 (3.89%) GitLab
10 5 (2.78%) Maven
10 5 (2.78%) Visual Studio
11 4 (2.22%) Appium
11 4 (2.22%) Atlassian Bamboo
11 4 (2.22%) Gradle
11 4 (2.22%) Hudson
11 4 (2.22%) Mockito
12 2 (1.11%) Cucumber
12 2 (1.11%) Gatling
General
1 14 (7.78%) Finance
1 14 (7.78%) Retail
2 7 (3.89%) Banking
3 6 (3.33%) Games
4 5 (2.78%) Investment Banking
5 4 (2.22%) Automotive
6 3 (1.67%) Telecoms
7 2 (1.11%) Law
8 1 (0.56%) Financial Institution
8 1 (0.56%) International Banking
8 1 (0.56%) Legal
8 1 (0.56%) Pharmaceutical
Job Titles
1 46 (25.56%) Developer
2 45 (25.00%) DevOps Engineer
3 31 (17.22%) Consultant
4 18 (10.00%) Senior DevOps
4 18 (10.00%) Senior DevOps Engineer
5 13 (7.22%) Linux Engineer
6 10 (5.56%) .NET Developer
6 10 (5.56%) Angular Developer
7 9 (5.00%) Cloud Developer
7 9 (5.00%) Cloud Engineer
7 9 (5.00%) Lead DevOps
7 9 (5.00%) Lead DevOps Engineer
8 8 (4.44%) AWS Engineer
8 8 (4.44%) Front End Developer (Client-Side Developer)
8 8 (4.44%) Java Developer
9 7 (3.89%) Platform Engineer
10 6 (3.33%) Administrator
10 6 (3.33%) Python Developer
10 6 (3.33%) Senior Platform Engineer
10 6 (3.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 156 (86.67%) Elastic Stack
2 52 (28.89%) Node.js
3 50 (27.78%) Web Services
4 49 (27.22%) CSS
4 49 (27.22%) HTML
5 27 (15.00%) Kafka
6 25 (13.89%) RESTful
7 21 (11.67%) .NET
7 21 (11.67%) AngularJS
8 13 (7.22%) Vue.js
9 10 (5.56%) CSS3
9 10 (5.56%) HTML5
10 9 (5.00%) .NET Framework
11 8 (4.44%) Redux
12 7 (3.89%) Entity Framework
12 7 (3.89%) Spring
12 7 (3.89%) Spring Boot
13 6 (3.33%) .NET Core
13 6 (3.33%) Django
13 6 (3.33%) jQuery
Miscellaneous
1 15 (8.33%) Analytical Skills
2 14 (7.78%) Mobile App
3 12 (6.67%) PKI
4 11 (6.11%) Virtual Team
5 6 (3.33%) Greenfield Project
5 6 (3.33%) Linux Command Line
6 5 (2.78%) Online Banking
7 4 (2.22%) Data Centre
7 4 (2.22%) Enterprise Cloud
8 3 (1.67%) Private Cloud
9 2 (1.11%) Public Cloud
10 1 (0.56%) Algorithms
10 1 (0.56%) Augmented Reality
10 1 (0.56%) CMDB
10 1 (0.56%) Data Protection Act
10 1 (0.56%) Management Information System
10 1 (0.56%) Reference Data
10 1 (0.56%) Replication
10 1 (0.56%) Self-Motivation
Operating Systems
1 102 (56.67%) Linux
2 34 (18.89%) CentOS
3 23 (12.78%) Windows
4 17 (9.44%) Unix
5 12 (6.67%) Solaris
6 11 (6.11%) Ubuntu
7 8 (4.44%) Debian
8 7 (3.89%) Android
8 7 (3.89%) Apple iOS
9 6 (3.33%) Windows Server
10 4 (2.22%) Mac OS
10 4 (2.22%) Red Hat Enterprise Linux
11 2 (1.11%) CoreOS
12 1 (0.56%) Windows Server 2003
12 1 (0.56%) Windows Server 2008
Processes & Methodologies
1 118 (65.56%) DevOps
2 93 (51.67%) Agile Software Development
3 54 (30.00%) Configuration Management
4 48 (26.67%) Continuous Integration
5 47 (26.11%) Open Source
6 42 (23.33%) Microservices
7 28 (15.56%) Thought Leadership
8 25 (13.89%) Infrastructure as Code
9 23 (12.78%) TDD
10 21 (11.67%) Software Engineering
11 20 (11.11%) High Availability
12 17 (9.44%) Load Balancing
12 17 (9.44%) Scrum
13 16 (8.89%) OO
14 15 (8.33%) BDD
14 15 (8.33%) Test Automation
15 14 (7.78%) Analytics
15 14 (7.78%) Continuous Delivery
16 13 (7.22%) Software Delivery
17 12 (6.67%) Security Operations
Programming Languages
1 117 (65.00%) Python
2 62 (34.44%) JavaScript
3 56 (31.11%) Java
4 51 (28.33%) Bash Shell
5 37 (20.56%) SQL
6 29 (16.11%) C#
7 27 (15.00%) Ruby
8 18 (10.00%) Perl
9 17 (9.44%) PHP
10 16 (8.89%) Scala
11 12 (6.67%) PHP 5
11 12 (6.67%) PHP 7
11 12 (6.67%) PowerShell
12 11 (6.11%) Java 8
13 8 (4.44%) Go
14 7 (3.89%) Apple Swift
14 7 (3.89%) C++
14 7 (3.89%) Kotlin
15 5 (2.78%) ANSI SQL
15 5 (2.78%) Shell Script
Qualifications
1 12 (6.67%) Degree
2 9 (5.00%) AWS Certification
3 8 (4.44%) Computer Science Degree
4 1 (0.56%) CCNA
4 1 (0.56%) Cisco Certification
4 1 (0.56%) DV Cleared
4 1 (0.56%) MCSE
4 1 (0.56%) Microsoft Certification
4 1 (0.56%) RHCE
4 1 (0.56%) Security Cleared
Quality Assurance & Compliance
1 12 (6.67%) ISO/IEC 27001
2 4 (2.22%) QA
3 1 (0.56%) MiFID
3 1 (0.56%) SLA
System Software
1 63 (35.00%) Docker
2 16 (8.89%) VMware Infrastructure
3 5 (2.78%) Apache ZooKeeper
4 4 (2.22%) Varnish
5 1 (0.56%) Active Directory
5 1 (0.56%) Apache Flume
5 1 (0.56%) NFS
5 1 (0.56%) Virtual Servers
Systems Management
1 153 (85.00%) Kibana
2 66 (36.67%) Ansible
3 61 (33.89%) Kubernetes
4 53 (29.44%) Puppet
5 46 (25.56%) Terraform
6 38 (21.11%) Opscode Chef
7 37 (20.56%) Prometheus
8 23 (12.78%) HAProxy
9 21 (11.67%) Nagios
10 17 (9.44%) Grafana
11 12 (6.67%) Rsyslog
11 12 (6.67%) yum
12 10 (5.56%) Packer
13 6 (3.33%) Marathon
13 6 (3.33%) Mesos
14 5 (2.78%) Fluentd
15 4 (2.22%) Graphite
15 4 (2.22%) Graylog
15 4 (2.22%) Salt
15 4 (2.22%) ZABBIX
Vendors
1 57 (31.67%) Splunk
2 16 (8.89%) VMware
3 14 (7.78%) Google
4 13 (7.22%) New Relic
5 12 (6.67%) Sybase
6 11 (6.11%) AppDynamics
7 9 (5.00%) Microsoft
8 7 (3.89%) Dynatrace
8 7 (3.89%) Hortonworks
9 6 (3.33%) Red Hat
9 6 (3.33%) SolarWinds
10 5 (2.78%) IBM
11 4 (2.22%) Adyen
11 4 (2.22%) Oracle
11 4 (2.22%) Percona
11 4 (2.22%) Recurly
11 4 (2.22%) Salesforce.com
12 3 (1.67%) SaltStack
13 2 (1.11%) ForgeRock
13 2 (1.11%) Rackspace