Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 925 959 870
Rank change year-on-year +34 -89 +194
Permanent jobs citing logstash 167 219 281
As % of all permanent IT jobs advertised in the UK 0.11% 0.13% 0.17%
As % of the Systems Management category 0.93% 1.27% 1.89%
Number of salaries quoted 139 171 218
UK median annual salary £55,000 £62,500 £62,500
Median salary % change year-on-year -12.00% - +8.70%
10th Percentile £32,500 £42,500 £40,000
90th Percentile £101,000 £90,000 £84,500
UK excluding London median annual salary £45,000 £55,000 £55,000
% change year-on-year -18.18% - -

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 with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 17,908 17,215 14,851
As % of all permanent IT jobs advertised in the UK 12.33% 9.98% 8.77%
Number of salaries quoted 13,808 13,598 12,001
UK median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,750 £31,500 £30,500
90th Percentile £90,000 £85,000 £81,250
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

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 24 May 2019.

Salary histogram for logstash in the UK

logstash
Top 12 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 24 May 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
England +26 163 £55,500 -11.20% 4
UK excluding London +68 99 £45,000 -18.18% 1
London +25 68 £80,000 +18.52% 3
South East +37 58 £45,000 -28.00% 1
North of England +37 19 £65,000 +44.44%
East of England +86 14 £37,500 -37.50%
North West +29 14 £65,000 +72.20%
Yorkshire -1 5 £52,500 -4.55%
Scotland +11 4 £50,000 -19.35%
South West - 3 £70,000 -
East Midlands +36 1 £75,500 +16.15%
Midlands +7 1 £75,500 +58.95%

For the 6 months to 24 May 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 with a requirement for logstash.

1 149 (89.22%) Elasticsearch
2 147 (88.02%) Elastic Stack
3 145 (86.83%) Kibana
4 114 (68.26%) Python
5 105 (62.87%) Linux
6 94 (56.29%) DevOps
7 90 (53.89%) Agile Software Development
8 81 (48.50%) Amazon AWS
9 69 (41.32%) JavaScript
10 64 (38.32%) Open Source
11 59 (35.33%) HTML
11 59 (35.33%) CSS
12 58 (34.73%) Java
13 55 (32.93%) NoSQL
14 53 (31.74%) Ansible
15 52 (31.14%) Splunk
16 51 (30.54%) RESTful
17 50 (29.94%) Amazon DynamoDB
18 49 (29.34%) Node.js
18 49 (29.34%) Docker
19 48 (28.74%) Amazon CloudWatch
19 48 (28.74%) AngularJS
19 48 (28.74%) Git (software)
20 47 (28.14%) PaaS
20 47 (28.14%) AWS Lambda
21 46 (27.54%) Kubernetes
21 46 (27.54%) Amazon S3
22 45 (26.95%) MongoDB
22 45 (26.95%) Jenkins
22 45 (26.95%) Serverless

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
1 149 (89.22%) Elasticsearch
2 18 (10.78%) nginx
3 16 (9.58%) Apache
4 10 (5.99%) Apache Spark
5 5 (2.99%) Cloud Foundry
5 5 (2.99%) Confluence
6 4 (2.40%) OpenStack
7 3 (1.80%) CloudStack
7 3 (1.80%) IIS
8 2 (1.20%) Oracle Service Bus
8 2 (1.20%) Oracle SOA Suite
8 2 (1.20%) Tomcat
8 2 (1.20%) WebLogic
9 1 (0.60%) WebSphere
9 1 (0.60%) WildFly
Applications
1 7 (4.19%) Chatbot
Business Applications
1 5 (2.99%) NetSuite
2 1 (0.60%) SAP MDG
Cloud Services
1 81 (48.50%) Amazon AWS
2 48 (28.74%) Amazon CloudWatch
3 47 (28.14%) AWS Lambda
3 47 (28.14%) PaaS
4 46 (27.54%) Amazon S3
5 45 (26.95%) Serverless
6 40 (23.95%) Amazon Kinesis
7 21 (12.57%) Microsoft Azure
8 16 (9.58%) Google Cloud Platform
9 14 (8.38%) GitHub
10 12 (7.19%) SaaS
11 10 (5.99%) AWS CloudFormation
12 7 (4.19%) Slack
13 6 (3.59%) Amazon EC2
14 5 (2.99%) Apigee
14 5 (2.99%) AWS Fargate
14 5 (2.99%) Datadog
14 5 (2.99%) Kong
14 5 (2.99%) Stackdriver
14 5 (2.99%) Virtual Private Cloud
Communications & Networking
1 14 (8.38%) TCP/IP
2 13 (7.78%) HTTP
3 11 (6.59%) DHCP
3 11 (6.59%) DNS
3 11 (6.59%) SSL
3 11 (6.59%) VRRP
4 8 (4.79%) Firewall
5 5 (2.99%) VPN
6 3 (1.80%) VLAN
7 1 (0.60%) Network Security
7 1 (0.60%) SNMP
Database & Business Intelligence
1 55 (32.93%) NoSQL
2 50 (29.94%) Amazon DynamoDB
3 45 (26.95%) MongoDB
4 40 (23.95%) Amazon Athena
5 34 (20.36%) MySQL
6 26 (15.57%) SQL Server
7 21 (12.57%) Relational Database
8 19 (11.38%) Redis
9 18 (10.78%) Apache Cassandra
10 17 (10.18%) PostgreSQL
11 16 (9.58%) Hadoop
12 15 (8.98%) Big Data
13 11 (6.59%) Azure SQL Database
14 6 (3.59%) DataStax
15 5 (2.99%) Cosmos DB
15 5 (2.99%) CouchDB
15 5 (2.99%) Data Warehouse
15 5 (2.99%) InfluxDB
16 4 (2.40%) Amazon Redshift
17 3 (1.80%) MariaDB
Development Applications
1 48 (28.74%) Git (software)
2 45 (26.95%) Jenkins
3 11 (6.59%) Artifactory
3 11 (6.59%) Mercurial
3 11 (6.59%) TeamCity
4 10 (5.99%) Octopus Deploy
4 10 (5.99%) Subversion
5 9 (5.39%) GitLab
6 6 (3.59%) JIRA
7 5 (2.99%) Sonatype Nexus
7 5 (2.99%) Team Foundation Server
7 5 (2.99%) Visual Studio
8 4 (2.40%) Bitbucket
8 4 (2.40%) Mockito
9 3 (1.80%) Appium
9 3 (1.80%) Atlassian Bamboo
9 3 (1.80%) Gradle
9 3 (1.80%) Maven
10 2 (1.20%) Hudson
11 1 (0.60%) Robot Framework
General
1 21 (12.57%) Finance
2 11 (6.59%) Banking
3 7 (4.19%) Retail
4 5 (2.99%) Investment Banking
5 4 (2.40%) Games
6 3 (1.80%) Automotive
6 3 (1.80%) International Banking
7 2 (1.20%) Telecoms
8 1 (0.60%) Financial Institution
8 1 (0.60%) Law
8 1 (0.60%) Pharmaceutical
Job Titles
1 67 (40.12%) Developer
2 30 (17.96%) DevOps Engineer
3 27 (16.17%) Consultant
4 26 (15.57%) .NET Developer
5 21 (12.57%) Angular Developer
5 21 (12.57%) Front End Developer (Client-Side Developer)
6 20 (11.98%) .NET Software Developer
6 20 (11.98%) Software Developer
7 14 (8.38%) Senior DevOps
7 14 (8.38%) Senior DevOps Engineer
8 13 (7.78%) Linux Engineer
9 10 (5.99%) Cloud Developer
10 9 (5.39%) Administrator
11 8 (4.79%) Cloud Engineer
11 8 (4.79%) Systems Administrator
12 6 (3.59%) AWS DevOps
12 6 (3.59%) AWS Engineer
12 6 (3.59%) Lead DevOps
12 6 (3.59%) Lead DevOps Engineer
13 5 (2.99%) Data Engineer
Libraries, Frameworks & Software Standards
1 147 (88.02%) Elastic Stack
2 59 (35.33%) CSS
2 59 (35.33%) HTML
3 51 (30.54%) RESTful
4 49 (29.34%) Node.js
5 48 (28.74%) AngularJS
6 42 (25.15%) Web Services
7 41 (24.55%) Vue.js
8 33 (19.76%) .NET
9 29 (17.37%) Kafka
10 24 (14.37%) .NET Framework
10 24 (14.37%) Spring
11 21 (12.57%) .NET Core
11 21 (12.57%) CSS3
11 21 (12.57%) HTML5
12 20 (11.98%) Django
13 6 (3.59%) jQuery
14 5 (2.99%) Entity Framework
14 5 (2.99%) Hibernate
14 5 (2.99%) Middleware
Miscellaneous
1 22 (13.17%) Greenfield Project
2 11 (6.59%) PKI
3 9 (5.39%) Virtual Team
4 5 (2.99%) Data Centre
4 5 (2.99%) Online Banking
5 4 (2.40%) Analytical Skills
5 4 (2.40%) Mobile App
6 3 (1.80%) Algorithms
6 3 (1.80%) Linux Command Line
6 3 (1.80%) Private Cloud
7 1 (0.60%) CMDB
7 1 (0.60%) Data Protection Act
7 1 (0.60%) Management Information System
7 1 (0.60%) Reference Data
Operating Systems
1 105 (62.87%) Linux
2 34 (20.36%) Windows
3 15 (8.98%) CentOS
4 13 (7.78%) Solaris
5 12 (7.19%) Unix
6 10 (5.99%) Ubuntu
7 5 (2.99%) Mac OS
7 5 (2.99%) Red Hat Enterprise Linux
7 5 (2.99%) Windows Server
8 4 (2.40%) Debian
9 3 (1.80%) Android
9 3 (1.80%) Apple iOS
9 3 (1.80%) CoreOS
10 2 (1.20%) Amazon Linux
Processes & Methodologies
1 94 (56.29%) DevOps
2 90 (53.89%) Agile Software Development
3 64 (38.32%) Open Source
4 43 (25.75%) Microservices
5 37 (22.16%) Configuration Management
6 30 (17.96%) Thought Leadership
7 26 (15.57%) OO
8 25 (14.97%) Continuous Integration
9 21 (12.57%) Front End Development
9 21 (12.57%) MVC
10 20 (11.98%) High Availability
11 17 (10.18%) TDD
12 16 (9.58%) Software Delivery
13 15 (8.98%) Infrastructure as Code
14 14 (8.38%) BDD
15 13 (7.78%) Analytics
15 13 (7.78%) Scrum
15 13 (7.78%) Test Automation
16 11 (6.59%) Load Balancing
16 11 (6.59%) Software Engineering
Programming Languages
1 114 (68.26%) Python
2 69 (41.32%) JavaScript
3 58 (34.73%) Java
4 44 (26.35%) SQL
5 38 (22.75%) C#
6 29 (17.37%) Bash Shell
7 24 (14.37%) C++
8 18 (10.78%) Ruby
9 15 (8.98%) PHP
10 12 (7.19%) Perl
10 12 (7.19%) Scala
11 11 (6.59%) PHP 5
11 11 (6.59%) PHP 7
12 5 (2.99%) ANSI SQL
12 5 (2.99%) Go
12 5 (2.99%) PowerShell
13 4 (2.40%) Java 8
14 3 (1.80%) Apple Swift
14 3 (1.80%) Kotlin
14 3 (1.80%) Shell Script
Qualifications
1 5 (2.99%) AWS Certification
2 3 (1.80%) Degree
3 2 (1.20%) Computer Science Degree
4 1 (0.60%) DV Cleared
4 1 (0.60%) MCSE
4 1 (0.60%) Microsoft Certification
4 1 (0.60%) RHCE
4 1 (0.60%) Security Cleared
Quality Assurance & Compliance
1 11 (6.59%) ISO/IEC 27001
2 4 (2.40%) MiFID
3 1 (0.60%) QA
System Software
1 49 (29.34%) Docker
2 16 (9.58%) VMware Infrastructure
3 9 (5.39%) Apache ZooKeeper
4 3 (1.80%) Varnish
5 2 (1.20%) Virtual Machines
6 1 (0.60%) Apache Flume
6 1 (0.60%) Virtual Servers
Systems Management
1 145 (86.83%) Kibana
2 53 (31.74%) Ansible
3 46 (27.54%) Kubernetes
4 36 (21.56%) Puppet
5 32 (19.16%) Terraform
6 24 (14.37%) Prometheus
7 22 (13.17%) Opscode Chef
8 17 (10.18%) HAProxy
9 16 (9.58%) Grafana
10 12 (7.19%) Nagios
11 11 (6.59%) Rsyslog
11 11 (6.59%) yum
12 5 (2.99%) Packer
12 5 (2.99%) Salt
13 4 (2.40%) Hadoop YARN
14 3 (1.80%) Ambari
14 3 (1.80%) Consul
14 3 (1.80%) Graphite
14 3 (1.80%) Graylog
14 3 (1.80%) ZABBIX
Vendors
1 52 (31.14%) Splunk
2 16 (9.58%) VMware
3 14 (8.38%) AppDynamics
4 12 (7.19%) Hortonworks
5 11 (6.59%) Sybase
6 5 (2.99%) Adyen
6 5 (2.99%) Microsoft
6 5 (2.99%) New Relic
6 5 (2.99%) Recurly
6 5 (2.99%) Salesforce.com
7 4 (2.40%) Oracle
7 4 (2.40%) TOWER Software
8 3 (1.80%) Cisco
8 3 (1.80%) Cloudera
8 3 (1.80%) Dynatrace
8 3 (1.80%) IBM
8 3 (1.80%) SaltStack
8 3 (1.80%) Solace
8 3 (1.80%) TIBCO
9 2 (1.20%) ForgeRock