Period
to 18 October 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 18 October 2017 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
18 Oct 2017
Same period 2016 Same period 2015
Rank 950 1030 1071
Rank change year-on-year +80 +41 +63
Permanent jobs citing logstash 213 187 244
As % of all permanent IT jobs advertised in the UK 0.12% 0.098% 0.11%
As % of the Systems Management category 1.38% 1.13% 1.46%
Number of salaries quoted 177 164 214
UK median annual salary £70,000 £58,750 £57,500
Median salary % change year-on-year +19.15% +2.17% -4.17%
10th Percentile £45,750 £42,500 £40,500
90th Percentile £90,000 £82,125 £75,263
UK excluding London median annual salary £56,250 £55,000 £52,500
% change year-on-year +2.27% +4.76% -12.50%

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 15477 16587 16693
As % of all permanent IT jobs advertised in the UK 8.86% 8.65% 7.66%
Number of salaries quoted 12644 13411 13476
UK median annual salary £52,500 £50,000 £48,000
Median salary % change year-on-year +5.00% +4.17% +3.23%
10th Percentile £31,000 £31,250 £29,750
90th Percentile £81,250 £77,500 £73,750
UK excluding London median annual salary £45,000 £45,000 £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 18 October 2017.

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 18 October 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 +99 204 £70,000 +16.67% 23
London +59 160 £70,000 +16.67% 18
UK excluding London +31 47 £56,250 +2.27% 5
South East +57 27 £55,000 - 1
East of England +12 6 £70,000 +55.56% 1
North of England +17 5 £62,500 +38.89% 2
East Midlands +52 4 £53,750 +65.38% 1
Midlands +34 4 £53,750 +65.38% 1
North West -3 3 £60,000 -5.88%
Scotland -5 3 £40,000 -
South West -8 2 £57,500 -8.00%
Yorkshire - 2 £65,000 - 2

For the 6 months to 18 October 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.

1 161 (75.59%) Elasticsearch
1 161 (75.59%) Kibana
2 145 (68.08%) Elastic Stack
3 126 (59.15%) DevOps
4 125 (58.69%) Python
5 122 (57.28%) Amazon AWS
6 121 (56.81%) Linux
7 115 (53.99%) Agile Software Development
8 101 (47.42%) Puppet
8 101 (47.42%) Ansible
9 99 (46.48%) Docker
10 82 (38.50%) Java
11 76 (35.68%) Bash Shell
12 73 (34.27%) Opscode Chef
13 67 (31.46%) MySQL
13 67 (31.46%) TDD
13 67 (31.46%) Git (software)
14 64 (30.05%) Jenkins
15 63 (29.58%) NoSQL
16 59 (27.70%) Terraform
17 56 (26.29%) Ruby
18 54 (25.35%) JavaScript
18 54 (25.35%) Configuration Management
19 53 (24.88%) Tomcat
20 51 (23.94%) MongoDB
21 49 (23.00%) C#
22 47 (22.07%) Scrum
22 47 (22.07%) Node.js
23 46 (21.60%) Microsoft Azure
23 46 (21.60%) PostgreSQL

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
1 161 (75.59%) Elasticsearch
2 53 (24.88%) Tomcat
3 46 (21.60%) Apache Solr
4 44 (20.66%) nginx
5 43 (20.19%) OpenStack
6 35 (16.43%) Apache
7 28 (13.15%) JBoss
8 25 (11.74%) Apache Spark
9 23 (10.80%) WebSphere
10 22 (10.33%) Jetty
10 22 (10.33%) WebLogic
11 18 (8.45%) WebSphere Application Server
12 15 (7.04%) Confluence
13 11 (5.16%) IIS
14 7 (3.29%) Cloud Foundry
14 7 (3.29%) CloudStack
15 4 (1.88%) Drupal
16 2 (0.94%) DataSynapse
16 2 (0.94%) NServiceBus
17 1 (0.47%) Gunicorn
Applications
1 1 (0.47%) HipChat
Business Applications
1 2 (0.94%) MetaTrader
2 1 (0.47%) Payment Gateway
Cloud Services
1 122 (57.28%) Amazon AWS
2 46 (21.60%) Microsoft Azure
3 36 (16.90%) Amazon S3
4 32 (15.02%) Serverless
5 26 (12.21%) Google Cloud Platform
6 24 (11.27%) IaaS
7 20 (9.39%) Amazon CloudWatch
8 14 (6.57%) AWS CloudFormation
9 11 (5.16%) SaaS
10 10 (4.69%) GitHub
11 6 (2.82%) Amazon EC2
12 5 (2.35%) Amazon SQS
13 4 (1.88%) Amazon ELB
14 3 (1.41%) Datadog
14 3 (1.41%) Route 53
15 2 (0.94%) Amazon EMR
15 2 (0.94%) AWS Lambda
16 1 (0.47%) Akamai
16 1 (0.47%) Cloudflare
16 1 (0.47%) Loggly
Communications & Networking
1 21 (9.86%) Firewall
2 17 (7.98%) DNS
3 11 (5.16%) HTTP
3 11 (5.16%) TCP/IP
4 9 (4.23%) LDAP
5 7 (3.29%) VLAN
6 6 (2.82%) Network Security
7 5 (2.35%) IMAP
7 5 (2.35%) SMS
7 5 (2.35%) SMTP
8 4 (1.88%) Internet
8 4 (1.88%) VPN
9 2 (0.94%) HTTPS
9 2 (0.94%) LAN
9 2 (0.94%) NetScaler
9 2 (0.94%) Reverse Proxy
10 1 (0.47%) Kerberos
10 1 (0.47%) SAN
10 1 (0.47%) SSL
10 1 (0.47%) WAN
Database & Business Intelligence
1 67 (31.46%) MySQL
2 63 (29.58%) NoSQL
3 51 (23.94%) MongoDB
4 46 (21.60%) PostgreSQL
5 45 (21.13%) Apache Cassandra
5 45 (21.13%) Redis
6 44 (20.66%) Hadoop
7 34 (15.96%) Big Data
8 33 (15.49%) SQL Server
9 32 (15.02%) Amazon DynamoDB
10 25 (11.74%) Couchbase
11 24 (11.27%) Riak
12 17 (7.98%) RethinkDB
13 13 (6.10%) Relational Database
14 10 (4.69%) MariaDB
15 8 (3.76%) HBase
15 8 (3.76%) InfluxDB
16 3 (1.41%) Amazon RDS
17 2 (0.94%) Amazon Redshift
17 2 (0.94%) OpenTSDB
Development Applications
1 67 (31.46%) Git (software)
2 64 (30.05%) Jenkins
3 46 (21.60%) TeamCity
4 21 (9.86%) JIRA
5 13 (6.10%) Atlassian Bamboo
6 9 (4.23%) Subversion
7 8 (3.76%) GitLab
7 8 (3.76%) Liquibase
8 7 (3.29%) JMeter
8 7 (3.29%) Vagrant
9 6 (2.82%) JUnit
9 6 (2.82%) Visual Studio
10 5 (2.35%) Bitbucket
10 5 (2.35%) Maven
10 5 (2.35%) Mercurial
10 5 (2.35%) NuGet
10 5 (2.35%) Selenium
10 5 (2.35%) Team Foundation Server
11 4 (1.88%) CircleCI
11 4 (1.88%) Grunt
General
1 46 (21.60%) Finance
2 34 (15.96%) Telecoms
3 18 (8.45%) Marketing
4 17 (7.98%) Electronics
4 17 (7.98%) Law
4 17 (7.98%) Manufacturing
5 16 (7.51%) Games
5 16 (7.51%) Pharmaceutical
6 10 (4.69%) Banking
7 6 (2.82%) Retail
8 5 (2.35%) Back Office
9 4 (1.88%) Online Betting
10 2 (0.94%) Digital Economy
10 2 (0.94%) Front Office
11 1 (0.47%) Financial Institution
11 1 (0.47%) Investment Banking
11 1 (0.47%) Legal
Job Titles
1 101 (47.42%) DevOps Engineer
2 73 (34.27%) Developer
3 36 (16.90%) Senior Developer
4 25 (11.74%) Java Developer
5 21 (9.86%) Infrastructure Engineer
6 20 (9.39%) AWS Engineer
7 18 (8.45%) Lead DevOps
7 18 (8.45%) Lead DevOps Engineer
8 17 (7.98%) AWS Developer
8 17 (7.98%) Lead Developer
8 17 (7.98%) Linux/Unix DevOps
9 15 (7.04%) Linux Engineer
10 14 (6.57%) Node.js Developer
11 13 (6.10%) Digital Developer
12 12 (5.63%) .NET Developer
12 12 (5.63%) AWS DevOps
12 12 (5.63%) AWS DevOps Engineer
12 12 (5.63%) JavaScript Developer
13 11 (5.16%) Linux DevOps Engineer
14 10 (4.69%) Operations Engineer
Libraries, Frameworks & Software Standards
1 145 (68.08%) Elastic Stack
2 47 (22.07%) Node.js
3 38 (17.84%) .NET
4 36 (16.90%) AngularJS
5 34 (15.96%) Sensu
6 30 (14.08%) .NET Core
6 30 (14.08%) Aurelia
6 30 (14.08%) Lambda Expressions
7 29 (13.62%) React
8 26 (12.21%) Lucene
9 24 (11.27%) LAMP
9 24 (11.27%) LEMP Stack
10 22 (10.33%) HTML
11 18 (8.45%) LAPP Stack
12 16 (7.51%) Web Services
13 15 (7.04%) XML
14 14 (6.57%) CSS
14 14 (6.57%) JSON
14 14 (6.57%) RabbitMQ
14 14 (6.57%) RESTful
Miscellaneous
1 21 (9.86%) Enterprise Software
2 17 (7.98%) Computer Science
2 17 (7.98%) Data Centre
2 17 (7.98%) Fintech
3 13 (6.10%) Analytical Skills
4 8 (3.76%) Private Cloud
5 7 (3.29%) Greenfield Project
6 6 (2.82%) Online Games
7 3 (1.41%) Mobile App
7 3 (1.41%) Public Cloud
8 2 (0.94%) Algorithms
8 2 (0.94%) Smartphone
8 2 (0.94%) User Experience
9 1 (0.47%) DataPower
9 1 (0.47%) Foreign Exchange (FX)
9 1 (0.47%) Hedge funds
9 1 (0.47%) Internet of Things
9 1 (0.47%) iPad
9 1 (0.47%) Over-the-Top Content
9 1 (0.47%) Video on Demand
Operating Systems
1 121 (56.81%) Linux
2 33 (15.49%) CentOS
3 32 (15.02%) Windows
4 17 (7.98%) Red Hat Enterprise Linux
5 15 (7.04%) Debian
5 15 (7.04%) Unix
6 14 (6.57%) Ubuntu
7 12 (5.63%) Windows Server
8 7 (3.29%) Android
8 7 (3.29%) Apple iOS
9 4 (1.88%) Windows Server 2008
9 4 (1.88%) Windows Server 2012
10 3 (1.41%) Fedora
Processes & Methodologies
1 126 (59.15%) DevOps
2 115 (53.99%) Agile Software Development
3 67 (31.46%) TDD
4 54 (25.35%) Configuration Management
5 47 (22.07%) Scrum
6 46 (21.60%) Continuous Integration
7 38 (17.84%) Unit Testing
8 37 (17.37%) Mentoring
9 36 (16.90%) Kanban
10 33 (15.49%) Auto-Scaling
10 33 (15.49%) Business Intelligence
11 31 (14.55%) Continuous Delivery
12 29 (13.62%) Coaching
12 29 (13.62%) OO
13 26 (12.21%) Product Management
14 25 (11.74%) Multithreading
15 24 (11.27%) DSDM
15 24 (11.27%) RUP
16 23 (10.80%) E-Commerce
17 22 (10.33%) UML
Programming Languages
1 125 (58.69%) Python
2 82 (38.50%) Java
3 76 (35.68%) Bash Shell
4 56 (26.29%) Ruby
5 54 (25.35%) JavaScript
6 49 (23.00%) C#
7 46 (21.60%) Perl
8 37 (17.37%) ES6
9 31 (14.55%) PHP
10 23 (10.80%) Go
10 23 (10.80%) PowerShell
11 16 (7.51%) SQL
12 8 (3.76%) Shell Script
13 6 (2.82%) C++
14 5 (2.35%) Groovy
15 3 (1.41%) T-SQL
16 2 (0.94%) C
16 2 (0.94%) Clojure
16 2 (0.94%) Scala
17 1 (0.47%) R
Qualifications
1 24 (11.27%) Degree
2 14 (6.57%) Computer Science Degree
3 6 (2.82%) CCNA
3 6 (2.82%) Cisco Certification
4 3 (1.41%) SC Cleared
4 3 (1.41%) Security Cleared
5 2 (0.94%) ISTQB
Quality Assurance & Compliance
1 5 (2.35%) GCP
2 3 (1.41%) QA
3 2 (0.94%) PCI DSS
4 1 (0.47%) SLA
System Software
1 99 (46.48%) Docker
2 24 (11.27%) VMware Infrastructure
3 15 (7.04%) Virtual Machines
4 13 (6.10%) Xen
5 8 (3.76%) Apache ZooKeeper
5 8 (3.76%) LXC
5 8 (3.76%) Varnish
6 7 (3.29%) Hyper-V
7 3 (1.41%) Active Directory
7 3 (1.41%) KVM
8 2 (0.94%) NFS
8 2 (0.94%) OpenAM
8 2 (0.94%) VirtualBox
9 1 (0.47%) Apache Flume
9 1 (0.47%) Corosync
9 1 (0.47%) Postfix
9 1 (0.47%) PowerDNS
9 1 (0.47%) Squid
9 1 (0.47%) VMware NSX
9 1 (0.47%) vSphere
Systems Management
1 161 (75.59%) Kibana
2 101 (47.42%) Ansible
2 101 (47.42%) Puppet
3 73 (34.27%) Opscode Chef
4 59 (27.70%) Terraform
5 45 (21.13%) Packer
6 43 (20.19%) Grafana
7 42 (19.72%) Kubernetes
8 34 (15.96%) ZABBIX
9 28 (13.15%) Graphite
10 22 (10.33%) Nagios
11 21 (9.86%) HAProxy
11 21 (9.86%) Salt
12 19 (8.92%) Prometheus
13 17 (7.98%) linkerd
13 17 (7.98%) Zipkin
14 13 (6.10%) Graylog
14 13 (6.10%) StatsD
15 6 (2.82%) Munin
16 4 (1.88%) Mesos
Vendors
1 31 (14.55%) Google
2 28 (13.15%) Oracle
3 27 (12.68%) VMware
4 22 (10.33%) Red Hat
5 19 (8.92%) Splunk
6 17 (7.98%) SAP
7 14 (6.57%) New Relic
8 11 (5.16%) Atlassian
9 9 (4.23%) SaltStack
10 8 (3.76%) AppDynamics
11 7 (3.29%) Microsoft
12 4 (1.88%) Ab Initio
12 4 (1.88%) SOASTA, Inc
13 3 (1.41%) Apple
13 3 (1.41%) Cisco
13 3 (1.41%) Citrix
14 2 (0.94%) IBM
14 2 (0.94%) Rackspace
14 2 (0.94%) SolarWinds
14 2 (0.94%) TIBCO