Period
to 21 April 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 21 April 2019 with a comparison to the same period in the previous 2 years.

logstash
UK > England
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 895 940 871
Rank change year-on-year +45 -69 +187
Permanent jobs citing logstash 174 232 295
As % of all permanent IT jobs advertised in England 0.13% 0.14% 0.18%
As % of the Systems Management category 1.04% 1.42% 2.06%
Number of salaries quoted 140 178 234
England median annual salary £65,000 £65,000 £62,500
Median salary % change year-on-year - +4.00% +6.84%
10th Percentile £32,500 £42,500 £40,000
90th Percentile £105,000 £90,000 £78,750
UK median annual salary £57,750 £65,000 £62,500
% change year-on-year -11.15% +4.00% +8.70%

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 16,767 16,321 14,294
As % of all permanent IT jobs advertised in England 12.18% 9.82% 8.86%
Number of salaries quoted 13,081 13,153 11,666
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £33,000 £32,000 £31,125
90th Percentile £90,000 £85,000 £80,000
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 21 April 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 21 April 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 +19 75 £77,500 +10.71% 2
South East +58 64 £45,000 -28.00%
North of England +40 17 £65,000 +44.44% 1
East of England +88 14 £37,500 -37.50%
North West +46 14 £65,000 +72.20% 1
East Midlands +32 3 £75,500 +16.15%
Midlands +19 3 £75,500 +63.24%
Yorkshire +12 3 £50,000 -9.09%
South West - 1 £70,000 -
logstash
UK

For the 6 months to 21 April 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.

1 149 (85.63%) Elasticsearch
2 148 (85.06%) Kibana
3 147 (84.48%) Elastic Stack
4 116 (66.67%) Python
5 111 (63.79%) Linux
6 93 (53.45%) Agile Software Development
7 79 (45.40%) DevOps
8 77 (44.25%) Amazon AWS
9 70 (40.23%) JavaScript
10 69 (39.66%) Java
11 65 (37.36%) NoSQL
12 59 (33.91%) Open Source
13 55 (31.61%) RESTful
13 55 (31.61%) HTML
13 55 (31.61%) CSS
13 55 (31.61%) Docker
13 55 (31.61%) AngularJS
14 49 (28.16%) Microservices
14 49 (28.16%) MongoDB
14 49 (28.16%) Splunk
15 48 (27.59%) Amazon DynamoDB
16 47 (27.01%) Amazon CloudWatch
17 46 (26.44%) Vue.js
17 46 (26.44%) C#
17 46 (26.44%) SQL
18 45 (25.86%) Amazon S3
18 45 (25.86%) Ansible
19 43 (24.71%) AWS Lambda
20 42 (24.14%) Git (software)
20 42 (24.14%) .NET

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
1 149 (85.63%) Elasticsearch
2 17 (9.77%) Apache Spark
3 11 (6.32%) WebSphere
3 11 (6.32%) WildFly
4 10 (5.75%) nginx
5 6 (3.45%) Apache
6 4 (2.30%) Confluence
6 4 (2.30%) Oracle Service Bus
6 4 (2.30%) Oracle SOA Suite
6 4 (2.30%) WebLogic
7 2 (1.15%) Cloud Foundry
7 2 (1.15%) CloudStack
7 2 (1.15%) IIS
7 2 (1.15%) OpenStack
Applications
1 4 (2.30%) Chatbot
Business Applications
1 5 (2.87%) NetSuite
2 3 (1.72%) Salerio
3 1 (0.57%) SAP MDG
Cloud Services
1 77 (44.25%) Amazon AWS
2 47 (27.01%) Amazon CloudWatch
3 45 (25.86%) Amazon S3
4 43 (24.71%) AWS Lambda
5 41 (23.56%) PaaS
6 38 (21.84%) Serverless
7 34 (19.54%) Amazon Kinesis
8 12 (6.90%) Google Cloud Platform
9 11 (6.32%) GitHub
9 11 (6.32%) Microsoft Azure
10 10 (5.75%) AWS CloudFormation
11 9 (5.17%) Amazon EMR
12 6 (3.45%) AWS Data Pipeline
13 5 (2.87%) Apigee
13 5 (2.87%) Datadog
13 5 (2.87%) NuGet
13 5 (2.87%) Stackdriver
13 5 (2.87%) Virtual Private Cloud
14 4 (2.30%) SaaS
14 4 (2.30%) Slack
Communications & Networking
1 7 (4.02%) Firewall
2 6 (3.45%) TCP/IP
3 5 (2.87%) VPN
4 4 (2.30%) DHCP
4 4 (2.30%) DNS
4 4 (2.30%) HTTP
4 4 (2.30%) SSL
4 4 (2.30%) VRRP
5 2 (1.15%) VLAN
6 1 (0.57%) Network Security
6 1 (0.57%) SNMP
Database & Business Intelligence
1 65 (37.36%) NoSQL
2 49 (28.16%) MongoDB
3 48 (27.59%) Amazon DynamoDB
4 38 (21.84%) MySQL
5 34 (19.54%) Amazon Athena
5 34 (19.54%) SQL Server
6 24 (13.79%) Relational Database
7 20 (11.49%) Apache Cassandra
7 20 (11.49%) Hadoop
8 17 (9.77%) Big Data
9 16 (9.20%) PostgreSQL
10 14 (8.05%) Redis
11 9 (5.17%) Amazon Redshift
11 9 (5.17%) DataStax
12 6 (3.45%) Apache Hive
12 6 (3.45%) Apache Zeppelin
12 6 (3.45%) InfluxDB
12 6 (3.45%) Spark SQL
13 5 (2.87%) Cosmos DB
13 5 (2.87%) CouchDB
Development Applications
1 42 (24.14%) Git (software)
2 35 (20.11%) Jenkins
3 12 (6.90%) TeamCity
4 11 (6.32%) Octopus Deploy
4 11 (6.32%) Subversion
5 9 (5.17%) Artifactory
5 9 (5.17%) GitLab
6 8 (4.60%) JIRA
7 6 (3.45%) Mockito
7 6 (3.45%) Sonatype Nexus
7 6 (3.45%) Team Foundation Server
8 5 (2.87%) Hudson
8 5 (2.87%) Maven
8 5 (2.87%) Robot Framework
8 5 (2.87%) Visual Studio
9 4 (2.30%) Mercurial
10 3 (1.72%) Gradle
11 2 (1.15%) Atlassian Bamboo
11 2 (1.15%) Eclipse
11 2 (1.15%) JHipster
General
1 25 (14.37%) Finance
2 11 (6.32%) Banking
3 5 (2.87%) Investment Banking
3 5 (2.87%) Retail
4 4 (2.30%) Games
5 3 (1.72%) Automotive
5 3 (1.72%) International Banking
6 2 (1.15%) Telecoms
7 1 (0.57%) Financial Institution
7 1 (0.57%) Law
7 1 (0.57%) Pharmaceutical
Job Titles
1 88 (50.57%) Developer
2 32 (18.39%) .NET Developer
3 25 (14.37%) Consultant
4 23 (13.22%) .NET Software Developer
4 23 (13.22%) Angular Developer
4 23 (13.22%) Front End Developer (Client-Side Developer)
4 23 (13.22%) Software Developer
5 15 (8.62%) DevOps Engineer
5 15 (8.62%) Java Developer
6 13 (7.47%) DevOps Developer
7 9 (5.17%) Administrator
8 8 (4.60%) AWS DevOps
8 8 (4.60%) Cloud Developer
8 8 (4.60%) Data Engineer
8 8 (4.60%) Senior DevOps
8 8 (4.60%) Systems Administrator
9 7 (4.02%) C# .NET Developer
9 7 (4.02%) C# Developer
9 7 (4.02%) Cloud Engineer
9 7 (4.02%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 147 (84.48%) Elastic Stack
2 55 (31.61%) AngularJS
2 55 (31.61%) CSS
2 55 (31.61%) HTML
2 55 (31.61%) RESTful
3 46 (26.44%) Vue.js
4 42 (24.14%) .NET
5 39 (22.41%) Node.js
5 39 (22.41%) Web Services
6 37 (21.26%) Spring
7 28 (16.09%) .NET Framework
8 26 (14.94%) Kafka
9 24 (13.79%) .NET Core
10 23 (13.22%) CSS3
10 23 (13.22%) Django
10 23 (13.22%) HTML5
11 11 (6.32%) Middleware
11 11 (6.32%) RabbitMQ
12 8 (4.60%) Redux
12 8 (4.60%) Spring Boot
Miscellaneous
1 28 (16.09%) Greenfield Project
2 10 (5.75%) Analytical Skills
3 8 (4.60%) Virtual Team
4 5 (2.87%) Online Banking
5 4 (2.30%) Data Centre
5 4 (2.30%) PKI
6 3 (1.72%) Algorithms
7 2 (1.15%) Cloud Native
7 2 (1.15%) NHS
7 2 (1.15%) Private Cloud
7 2 (1.15%) User Experience
8 1 (0.57%) CMDB
8 1 (0.57%) Cyberthreat
8 1 (0.57%) Data Protection Act
8 1 (0.57%) Enterprise Software
8 1 (0.57%) Linux Command Line
8 1 (0.57%) Mobile App
8 1 (0.57%) Reference Data
8 1 (0.57%) Social Media
Operating Systems
1 111 (63.79%) Linux
2 40 (22.99%) Windows
3 16 (9.20%) Unix
4 9 (5.17%) Ubuntu
5 8 (4.60%) Solaris
6 6 (3.45%) Red Hat Enterprise Linux
6 6 (3.45%) Windows Server
7 5 (2.87%) CentOS
7 5 (2.87%) Mac OS
8 3 (1.72%) Amazon Linux
8 3 (1.72%) CoreOS
9 1 (0.57%) Android
9 1 (0.57%) Apple iOS
9 1 (0.57%) Debian
Processes & Methodologies
1 93 (53.45%) Agile Software Development
2 79 (45.40%) DevOps
3 59 (33.91%) Open Source
4 49 (28.16%) Microservices
5 28 (16.09%) OO
5 28 (16.09%) Thought Leadership
6 25 (14.37%) MVC
7 24 (13.79%) Front End Development
8 23 (13.22%) Test Automation
9 22 (12.64%) TDD
10 20 (11.49%) Configuration Management
11 17 (9.77%) Continuous Integration
12 14 (8.05%) BDD
12 14 (8.05%) Software Engineering
13 13 (7.47%) Analytics
13 13 (7.47%) High Availability
14 12 (6.90%) Data Modelling
15 11 (6.32%) Pair Programming
15 11 (6.32%) Scrum
15 11 (6.32%) Software Delivery
Programming Languages
1 116 (66.67%) Python
2 70 (40.23%) JavaScript
3 69 (39.66%) Java
4 46 (26.44%) C#
4 46 (26.44%) SQL
5 28 (16.09%) C++
6 20 (11.49%) Bash Shell
7 16 (9.20%) Scala
8 15 (8.62%) Ruby
9 8 (4.60%) PHP
10 7 (4.02%) PowerShell
11 5 (2.87%) ANSI SQL
11 5 (2.87%) F#
11 5 (2.87%) Java 8
12 4 (2.30%) Perl
12 4 (2.30%) PHP 5
12 4 (2.30%) PHP 7
12 4 (2.30%) R
12 4 (2.30%) Shell Script
13 2 (1.15%) C
Qualifications
1 4 (2.30%) Degree
2 3 (1.72%) Computer Science Degree
3 1 (0.57%) AWS Certification
3 1 (0.57%) DV Cleared
3 1 (0.57%) MCSE
3 1 (0.57%) Microsoft Certification
3 1 (0.57%) RHCE
3 1 (0.57%) Security Cleared
Quality Assurance & Compliance
1 7 (4.02%) MiFID
2 4 (2.30%) ISO/IEC 27001
System Software
1 55 (31.61%) Docker
2 10 (5.75%) Apache ZooKeeper
3 9 (5.17%) VMware Infrastructure
4 4 (2.30%) Virtual Machines
5 3 (1.72%) Apache Flume
6 2 (1.15%) HDFS
6 2 (1.15%) Varnish
7 1 (0.57%) Virtual Servers
Systems Management
1 148 (85.06%) Kibana
2 45 (25.86%) Ansible
3 27 (15.52%) Kubernetes
4 25 (14.37%) Puppet
5 20 (11.49%) Terraform
6 13 (7.47%) Grafana
7 12 (6.90%) Opscode Chef
8 11 (6.32%) Prometheus
9 9 (5.17%) HAProxy
10 8 (4.60%) Nagios
11 7 (4.02%) Hadoop YARN
12 6 (3.45%) Ambari
13 5 (2.87%) Docker Swarm
13 5 (2.87%) Salt
14 4 (2.30%) Oracle Enterprise Manager
14 4 (2.30%) Rsyslog
14 4 (2.30%) yum
15 3 (1.72%) Consul
15 3 (1.72%) Packer
16 2 (1.15%) Mesos
Vendors
1 49 (28.16%) Splunk
2 15 (8.62%) IBM
3 13 (7.47%) Hortonworks
4 12 (6.90%) AppDynamics
5 11 (6.32%) Oracle
6 9 (5.17%) VMware
7 6 (3.45%) Microsoft
7 6 (3.45%) Solace
7 6 (3.45%) TIBCO
8 5 (2.87%) Adyen
8 5 (2.87%) New Relic
8 5 (2.87%) Recurly
8 5 (2.87%) Salesforce.com
8 5 (2.87%) ServiceNow
8 5 (2.87%) TOWER Software
9 4 (2.30%) Riverbed
9 4 (2.30%) Sybase
10 3 (1.72%) Cloudera
11 2 (1.15%) ForgeRock
11 2 (1.15%) SaltStack