Period
to 20 November 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 20 November 2017 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 986 997 1077
Rank change year-on-year +11 +80 +49
Permanent jobs citing logstash 203 222 234
As % of all permanent IT jobs advertised in the UK 0.11% 0.12% 0.11%
As % of the Systems Management category 1.29% 1.37% 1.39%
Number of salaries quoted 167 194 223
UK median annual salary £70,000 £62,500 £57,500
Median salary % change year-on-year +12.00% +8.70% -4.17%
10th Percentile £45,000 £42,500 £38,100
90th Percentile £90,000 £82,125 £76,075
UK excluding London median annual salary £57,500 £60,000 £47,500
% change year-on-year -4.17% +26.32% +18.75%

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 15758 16262 16831
As % of all permanent IT jobs advertised in the UK 8.77% 8.69% 7.70%
Number of salaries quoted 12923 13142 13660
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £81,250 £77,500 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +4.29%

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 20 November 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 20 November 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 +24 192 £70,000 +12.00% 20
London +36 152 £70,000 +7.69% 15
UK excluding London -28 44 £57,500 -4.17% 7
South East +34 26 £57,500 +4.55%
East of England -4 6 £70,000 +55.56%
Midlands +9 4 £53,750 -4.44% 2
Scotland -15 4 £45,000 -
East Midlands +23 3 £53,750 -10.42%
North of England -2 3 £65,000 +30.00% 3
North West -15 2 £63,750 - 2
West Midlands +8 1 - - 2
Yorkshire +6 1 £65,000 +26.83% 1
South West -20 1 £57,500 -8.00%

For the 6 months to 20 November 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.

1 157 (77.34%) Elasticsearch
1 157 (77.34%) Kibana
2 140 (68.97%) Elastic Stack
3 124 (61.08%) Amazon AWS
4 123 (60.59%) DevOps
5 122 (60.10%) Python
6 119 (58.62%) Linux
7 105 (51.72%) Ansible
8 96 (47.29%) Agile Software Development
9 94 (46.31%) Docker
10 91 (44.83%) Puppet
11 81 (39.90%) Java
12 73 (35.96%) Git (software)
12 73 (35.96%) Bash Shell
13 72 (35.47%) Opscode Chef
14 69 (33.99%) Jenkins
15 60 (29.56%) Ruby
16 58 (28.57%) MySQL
17 57 (28.08%) TDD
18 55 (27.09%) Configuration Management
18 55 (27.09%) Terraform
19 54 (26.60%) NoSQL
19 54 (26.60%) JavaScript
20 51 (25.12%) C#
21 50 (24.63%) Tomcat
22 47 (23.15%) PostgreSQL
23 46 (22.66%) Microsoft Azure
24 45 (22.17%) Perl
25 44 (21.67%) nginx
25 44 (21.67%) MongoDB

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
1 157 (77.34%) Elasticsearch
2 50 (24.63%) Tomcat
3 44 (21.67%) nginx
4 40 (19.70%) OpenStack
5 38 (18.72%) Apache
6 30 (14.78%) Apache Solr
7 23 (11.33%) JBoss
8 22 (10.84%) Apache Spark
9 21 (10.34%) Confluence
9 21 (10.34%) WebSphere
10 17 (8.37%) Jetty
10 17 (8.37%) WebLogic
11 15 (7.39%) IIS
12 13 (6.40%) WebSphere Application Server
13 10 (4.93%) Cloud Foundry
13 10 (4.93%) CloudStack
14 4 (1.97%) Drupal
15 2 (0.99%) DataSynapse
15 2 (0.99%) NServiceBus
15 2 (0.99%) Oracle Workflow
Applications
1 2 (0.99%) HipChat
Business Applications
1 4 (1.97%) MetaTrader
2 1 (0.49%) Payment Gateway
Cloud Services
1 124 (61.08%) Amazon AWS
2 46 (22.66%) Microsoft Azure
3 35 (17.24%) Amazon S3
4 33 (16.26%) Serverless
5 20 (9.85%) Amazon CloudWatch
6 19 (9.36%) Google Cloud Platform
7 18 (8.87%) IaaS
8 15 (7.39%) AWS CloudFormation
9 11 (5.42%) GitHub
9 11 (5.42%) SaaS
10 7 (3.45%) Amazon EC2
10 7 (3.45%) Amazon EMR
11 5 (2.46%) Amazon SQS
11 5 (2.46%) AWS Lambda
12 4 (1.97%) Datadog
13 2 (0.99%) Akamai
13 2 (0.99%) Amazon ELB
13 2 (0.99%) Cloud Computing
13 2 (0.99%) Cloudflare
14 1 (0.49%) PaaS
Communications & Networking
1 24 (11.82%) Firewall
2 22 (10.84%) TCP/IP
3 19 (9.36%) DNS
4 12 (5.91%) LDAP
5 10 (4.93%) VLAN
6 8 (3.94%) HTTP
7 6 (2.96%) Internet
7 6 (2.96%) Network Security
8 5 (2.46%) IMAP
8 5 (2.46%) SMS
8 5 (2.46%) SMTP
8 5 (2.46%) VPN
9 4 (1.97%) NetScaler
10 3 (1.48%) iSCSI
10 3 (1.48%) Reverse Proxy
10 3 (1.48%) SAN
11 2 (0.99%) HTTPS
11 2 (0.99%) Kerberos
11 2 (0.99%) LAN
11 2 (0.99%) SSL
Database & Business Intelligence
1 58 (28.57%) MySQL
2 54 (26.60%) NoSQL
3 47 (23.15%) PostgreSQL
4 44 (21.67%) MongoDB
5 40 (19.70%) Redis
6 39 (19.21%) Apache Cassandra
6 39 (19.21%) Hadoop
7 35 (17.24%) Amazon DynamoDB
8 33 (16.26%) SQL Server
9 24 (11.82%) Big Data
10 22 (10.84%) Couchbase
11 17 (8.37%) Riak
12 14 (6.90%) MariaDB
13 13 (6.40%) Relational Database
14 10 (4.93%) RethinkDB
15 7 (3.45%) Amazon Redshift
15 7 (3.45%) OpenTSDB
15 7 (3.45%) Parquet
16 4 (1.97%) Electronic Patient Records
16 4 (1.97%) SQL Server 2012
Development Applications
1 73 (35.96%) Git (software)
2 69 (33.99%) Jenkins
3 43 (21.18%) TeamCity
4 28 (13.79%) JIRA
5 14 (6.90%) Atlassian Bamboo
6 10 (4.93%) JMeter
6 10 (4.93%) Subversion
7 9 (4.43%) Liquibase
8 8 (3.94%) GitLab
8 8 (3.94%) Visual Studio
9 7 (3.45%) NuGet
9 7 (3.45%) Team Foundation Server
10 6 (2.96%) Bitbucket
11 5 (2.46%) JUnit
11 5 (2.46%) Maven
11 5 (2.46%) Mercurial
12 4 (1.97%) Ant
12 4 (1.97%) Fiddler
12 4 (1.97%) ReSharper
12 4 (1.97%) Selenium
General
1 31 (15.27%) Finance
2 18 (8.87%) Telecoms
3 15 (7.39%) Games
4 13 (6.40%) Electronics
4 13 (6.40%) Manufacturing
4 13 (6.40%) Marketing
5 12 (5.91%) Banking
6 5 (2.46%) Law
6 5 (2.46%) Online Betting
6 5 (2.46%) Retail
7 4 (1.97%) Pharmaceutical
8 3 (1.48%) Back Office
8 3 (1.48%) Digital Economy
9 2 (0.99%) Front Office
10 1 (0.49%) Investment Banking
10 1 (0.49%) Legal
Job Titles
1 93 (45.81%) DevOps Engineer
2 63 (31.03%) Developer
3 37 (18.23%) Senior Developer
4 25 (12.32%) AWS Developer
5 24 (11.82%) Lead Developer
6 22 (10.84%) Node.js Developer
7 20 (9.85%) AWS Engineer
8 18 (8.87%) Linux Engineer
8 18 (8.87%) Linux/Unix DevOps
9 17 (8.37%) Java Developer
10 15 (7.39%) Elasticsearch Developer
11 13 (6.40%) .NET Developer
11 13 (6.40%) Infrastructure Engineer
11 13 (6.40%) Linux DevOps Engineer
12 12 (5.91%) AWS DevOps
12 12 (5.91%) AWS DevOps Engineer
12 12 (5.91%) Lead DevOps
12 12 (5.91%) Lead DevOps Engineer
13 10 (4.93%) Automation Engineer
14 9 (4.43%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 140 (68.97%) Elastic Stack
2 43 (21.18%) Node.js
3 41 (20.20%) .NET
4 32 (15.76%) AngularJS
4 32 (15.76%) Sensu
5 28 (13.79%) Aurelia
5 28 (13.79%) Lambda Expressions
6 27 (13.30%) .NET Core
6 27 (13.30%) React
7 25 (12.32%) LEMP Stack
8 24 (11.82%) LAMP
9 19 (9.36%) Web Services
10 18 (8.87%) HTML
10 18 (8.87%) JSON
10 18 (8.87%) RESTful
11 17 (8.37%) LAPP Stack
11 17 (8.37%) Lucene
12 16 (7.88%) Kafka
12 16 (7.88%) XML
13 15 (7.39%) RabbitMQ
Miscellaneous
1 18 (8.87%) Computer Science
2 16 (7.88%) Analytical Skills
3 15 (7.39%) Data Centre
4 14 (6.90%) Enterprise Software
5 12 (5.91%) Private Cloud
6 10 (4.93%) Fintech
7 6 (2.96%) Greenfield Project
7 6 (2.96%) Online Games
7 6 (2.96%) User Experience
8 4 (1.97%) Security Operations Centre
9 3 (1.48%) Over-the-Top Content
9 3 (1.48%) Public Cloud
9 3 (1.48%) Video on Demand
10 2 (0.99%) Algorithms
10 2 (0.99%) Foreign Exchange (FX)
10 2 (0.99%) Management Information System
10 2 (0.99%) Replication
11 1 (0.49%) DataPower
11 1 (0.49%) Internet of Things
11 1 (0.49%) Mobile App
Operating Systems
1 119 (58.62%) Linux
2 39 (19.21%) Windows
3 29 (14.29%) CentOS
4 20 (9.85%) Unix
5 19 (9.36%) Red Hat Enterprise Linux
6 13 (6.40%) Windows Server
7 12 (5.91%) Debian
7 12 (5.91%) Ubuntu
8 9 (4.43%) Android
8 9 (4.43%) Apple iOS
9 5 (2.46%) Windows Server 2012
10 4 (1.97%) Windows Server 2008
11 3 (1.48%) Fedora
12 2 (0.99%) Oracle Linux
12 2 (0.99%) Solaris
13 1 (0.49%) CoreOS
Processes & Methodologies
1 123 (60.59%) DevOps
2 96 (47.29%) Agile Software Development
3 57 (28.08%) TDD
4 55 (27.09%) Configuration Management
5 41 (20.20%) Continuous Integration
6 36 (17.73%) Scrum
6 36 (17.73%) Unit Testing
7 34 (16.75%) Mentoring
8 30 (14.78%) Continuous Delivery
9 28 (13.79%) Auto-Scaling
10 27 (13.30%) Product Management
11 24 (11.82%) Coaching
12 23 (11.33%) Kanban
13 22 (10.84%) OO
14 20 (9.85%) Multithreading
15 19 (9.36%) Open Source
16 18 (8.87%) Test Automation
17 17 (8.37%) Concurrent Programming
17 17 (8.37%) RUP
17 17 (8.37%) Web Development
Programming Languages
1 122 (60.10%) Python
2 81 (39.90%) Java
3 73 (35.96%) Bash Shell
4 60 (29.56%) Ruby
5 54 (26.60%) JavaScript
6 51 (25.12%) C#
7 45 (22.17%) Perl
8 33 (16.26%) ES6
9 29 (14.29%) PHP
10 26 (12.81%) PowerShell
11 19 (9.36%) Go
12 18 (8.87%) SQL
13 10 (4.93%) Shell Script
14 6 (2.96%) C
14 6 (2.96%) C++
15 5 (2.46%) Groovy
15 5 (2.46%) Scala
16 3 (1.48%) CoffeeScript
16 3 (1.48%) F#
16 3 (1.48%) T-SQL
Qualifications
1 25 (12.32%) Degree
2 14 (6.90%) Computer Science Degree
3 9 (4.43%) Cisco Certification
4 8 (3.94%) CCNA
5 6 (2.96%) Security Cleared
6 5 (2.46%) SC Cleared
7 2 (0.99%) ISTQB
7 2 (0.99%) OCP
7 2 (0.99%) Oracle Certification
7 2 (0.99%) RHCE
8 1 (0.49%) AWS Certification
8 1 (0.49%) CCSP
8 1 (0.49%) CREST Certified
8 1 (0.49%) DV Cleared
Quality Assurance & Compliance
1 7 (3.45%) GCP
2 5 (2.46%) QA
3 4 (1.97%) PCI DSS
4 3 (1.48%) SLA
5 2 (0.99%) ISO/IEC 27001
System Software
1 94 (46.31%) Docker
2 25 (12.32%) VMware Infrastructure
3 16 (7.88%) Virtual Machines
4 11 (5.42%) Varnish
5 9 (4.43%) Xen
6 8 (3.94%) LXC
7 5 (2.46%) Apache ZooKeeper
7 5 (2.46%) Hyper-V
8 3 (1.48%) Active Directory
8 3 (1.48%) HDFS
8 3 (1.48%) NFS
9 2 (0.99%) Corosync
9 2 (0.99%) KVM
9 2 (0.99%) OpenAM
9 2 (0.99%) PowerDNS
9 2 (0.99%) VirtualBox
9 2 (0.99%) vSphere
10 1 (0.49%) Postfix
10 1 (0.49%) vCloud
10 1 (0.49%) VMware NSX
Systems Management
1 157 (77.34%) Kibana
2 105 (51.72%) Ansible
3 91 (44.83%) Puppet
4 72 (35.47%) Opscode Chef
5 55 (27.09%) Terraform
6 42 (20.69%) Packer
7 39 (19.21%) Kubernetes
8 34 (16.75%) Grafana
9 33 (16.26%) ZABBIX
10 28 (13.79%) Graphite
11 25 (12.32%) HAProxy
12 20 (9.85%) Nagios
13 18 (8.87%) Salt
14 16 (7.88%) Graylog
15 15 (7.39%) Prometheus
16 10 (4.93%) linkerd
16 10 (4.93%) StatsD
16 10 (4.93%) Zipkin
17 7 (3.45%) Mesos
18 6 (2.96%) Munin
Vendors
1 29 (14.29%) VMware
2 26 (12.81%) Oracle
3 25 (12.32%) Google
4 22 (10.84%) Splunk
5 20 (9.85%) Red Hat
6 13 (6.40%) Atlassian
6 13 (6.40%) SAP
7 12 (5.91%) SaltStack
8 9 (4.43%) New Relic
9 8 (3.94%) AppDynamics
10 7 (3.45%) Microsoft
11 5 (2.46%) IBM
12 4 (1.97%) Ab Initio
12 4 (1.97%) SOASTA, Inc
12 4 (1.97%) SolarWinds
12 4 (1.97%) Sophos
12 4 (1.97%) TIBCO
13 3 (1.48%) HP
14 2 (0.99%) Kaspersky
14 2 (0.99%) Veritas