Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 992 982 1082
Rank change year-on-year -10 +100 +14
Permanent jobs citing logstash 182 214 195
As % of all permanent IT jobs advertised in the UK 0.10% 0.12% 0.094%
As % of the Systems Management category 1.19% 1.42% 1.20%
Number of salaries quoted 144 185 200
UK median annual salary £67,500 £62,500 £57,500
Median salary % change year-on-year +8.00% +8.70% +4.55%
10th Percentile £43,750 £42,500 £37,500
90th Percentile £90,000 £83,750 £76,250
UK excluding London median annual salary £57,500 £60,000 £52,500
% change year-on-year -4.17% +14.29% +16.67%

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 15,313 15,082 16,210
As % of all permanent IT jobs advertised in the UK 8.83% 8.55% 7.83%
Number of salaries quoted 12,521 12,200 13,283
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +7.53%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £81,250 £78,750 £75,000
UK excluding London median annual salary £46,000 £45,000 £42,750
% change year-on-year +2.22% +5.26% +4.27%

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 16 January 2018.

Salary histogram for logstash in the UK

logstash
Top 14 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 16 January 2018. 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 -31 169 £70,000 +12.00% 34
London +20 135 £70,000 +7.69% 15
UK excluding London -24 38 £57,500 -4.17% 22
South East +13 19 £57,500 +4.55% 6
Midlands +15 5 £65,000 +8.33% 10
North of England -7 5 £45,000 -14.29% 1
East Midlands +20 4 £65,000 +8.33% 1
Wales +18 3 £37,500 -34.78% 2
East of England -6 3 £70,000 +55.56% 2
North West -14 3 £45,000 -18.18% 1
Scotland -26 3 £40,000 - 1
Yorkshire +27 1 £65,000 +20.93%
West Midlands +3 1 - - 9
North East -19 1 £37,500 +15.38%

For the 6 months to 16 January 2018, 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.

1 139 (76.37%) Elasticsearch
2 137 (75.27%) Kibana
3 119 (65.38%) Elastic Stack
4 115 (63.19%) Amazon AWS
5 113 (62.09%) DevOps
6 107 (58.79%) Linux
7 102 (56.04%) Python
8 96 (52.75%) Ansible
9 85 (46.70%) Docker
10 76 (41.76%) Agile Software Development
11 74 (40.66%) Puppet
12 68 (37.36%) JavaScript
13 67 (36.81%) Java
14 66 (36.26%) Configuration Management
15 64 (35.16%) Git (software)
16 61 (33.52%) Jenkins
17 60 (32.97%) Terraform
18 56 (30.77%) Opscode Chef
19 52 (28.57%) Bash Shell
20 50 (27.47%) C#
20 50 (27.47%) TeamCity
21 49 (26.92%) Ruby
22 47 (25.82%) .NET
23 44 (24.18%) TDD
24 43 (23.63%) Packer
25 42 (23.08%) nginx
25 42 (23.08%) NoSQL
25 42 (23.08%) MySQL
26 41 (22.53%) Windows
27 40 (21.98%) Kubernetes

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
1 139 (76.37%) Elasticsearch
2 42 (23.08%) nginx
3 39 (21.43%) Tomcat
4 34 (18.68%) Apache
5 25 (13.74%) Confluence
6 22 (12.09%) OpenStack
7 21 (11.54%) IIS
8 13 (7.14%) CloudStack
9 11 (6.04%) Apache Spark
10 10 (5.49%) Apache Solr
10 10 (5.49%) Cloud Foundry
11 8 (4.40%) JBoss
11 8 (4.40%) WebSphere
12 5 (2.75%) Drupal
13 4 (2.20%) Jetty
13 4 (2.20%) WebLogic
13 4 (2.20%) WebSphere Application Server
14 2 (1.10%) Apache Airflow
14 2 (1.10%) Oracle Workflow
Applications
1 2 (1.10%) HipChat
Business Applications
1 10 (5.49%) MetaTrader
2 1 (0.55%) Payment Gateway
Cloud Services
1 115 (63.19%) Amazon AWS
2 40 (21.98%) Serverless
3 39 (21.43%) Amazon S3
4 38 (20.88%) Microsoft Azure
5 19 (10.44%) AWS CloudFormation
6 16 (8.79%) Amazon EC2
6 16 (8.79%) SaaS
7 14 (7.69%) Amazon CloudWatch
8 13 (7.14%) Google Cloud Platform
9 10 (5.49%) AWS Lambda
9 10 (5.49%) GitHub
10 9 (4.95%) Datadog
11 8 (4.40%) Amazon EMR
12 7 (3.85%) IaaS
13 5 (2.75%) Amazon SQS
13 5 (2.75%) Cloud Computing
14 4 (2.20%) AWS Elastic Beanstalk
14 4 (2.20%) Slack
15 3 (1.65%) AWS OpsWorks
15 3 (1.65%) PaaS
Communications & Networking
1 24 (13.19%) TCP/IP
2 23 (12.64%) Firewall
3 16 (8.79%) DNS
4 15 (8.24%) Internet
5 12 (6.59%) LDAP
5 12 (6.59%) VLAN
6 10 (5.49%) NetScaler
7 6 (3.30%) HTTP
7 6 (3.30%) Network Security
8 4 (2.20%) IMAP
8 4 (2.20%) SMTP
8 4 (2.20%) VPN
9 3 (1.65%) DHCP
9 3 (1.65%) iSCSI
9 3 (1.65%) LAN
9 3 (1.65%) SAN
9 3 (1.65%) SMS
10 2 (1.10%) FCoE
10 2 (1.10%) Kerberos
10 2 (1.10%) SSL
Database & Business Intelligence
1 42 (23.08%) MySQL
1 42 (23.08%) NoSQL
2 39 (21.43%) Amazon DynamoDB
2 39 (21.43%) PostgreSQL
3 32 (17.58%) MongoDB
4 25 (13.74%) Hadoop
5 24 (13.19%) Apache Cassandra
5 24 (13.19%) SQL Server
6 19 (10.44%) Redis
7 13 (7.14%) Big Data
7 13 (7.14%) MariaDB
8 10 (5.49%) Couchbase
8 10 (5.49%) Relational Database
8 10 (5.49%) SQL Server 2012
9 8 (4.40%) Amazon Redshift
9 8 (4.40%) OpenTSDB
9 8 (4.40%) Parquet
10 5 (2.75%) Amazon RDS
11 4 (2.20%) Electronic Patient Records
11 4 (2.20%) Riak
Development Applications
1 64 (35.16%) Git (software)
2 61 (33.52%) Jenkins
3 50 (27.47%) TeamCity
4 29 (15.93%) JIRA
5 13 (7.14%) NuGet
5 13 (7.14%) Team Foundation Server
5 13 (7.14%) Visual Studio
6 12 (6.59%) Atlassian Bamboo
6 12 (6.59%) GitLab
6 12 (6.59%) Maven
7 10 (5.49%) Ant
7 10 (5.49%) Eclipse
7 10 (5.49%) Fiddler
7 10 (5.49%) IntelliJ
7 10 (5.49%) ReSharper
8 9 (4.95%) Liquibase
8 9 (4.95%) Subversion
9 8 (4.40%) JMeter
10 5 (2.75%) Bitbucket
11 4 (2.20%) Artifactory
General
1 25 (13.74%) Finance
2 19 (10.44%) Games
3 8 (4.40%) Telecoms
4 6 (3.30%) Banking
5 4 (2.20%) Law
5 4 (2.20%) Online Betting
5 4 (2.20%) Pharmaceutical
6 3 (1.65%) Back Office
6 3 (1.65%) Digital Economy
6 3 (1.65%) Electronics
6 3 (1.65%) Manufacturing
6 3 (1.65%) Marketing
7 1 (0.55%) Investment Banking
7 1 (0.55%) Retail
Job Titles
1 85 (46.70%) DevOps Engineer
2 52 (28.57%) Developer
3 34 (18.68%) Senior Developer
4 28 (15.38%) AWS Developer
5 27 (14.84%) Lead Developer
6 23 (12.64%) Node.js Developer
7 21 (11.54%) Elasticsearch Developer
8 15 (8.24%) AWS Engineer
9 13 (7.14%) Linux Engineer
10 11 (6.04%) AWS DevOps
10 11 (6.04%) AWS DevOps Engineer
11 10 (5.49%) Java Developer
12 9 (4.95%) Linux DevOps Engineer
12 9 (4.95%) Linux/Unix DevOps
12 9 (4.95%) Senior DevOps
12 9 (4.95%) Senior DevOps Engineer
13 8 (4.40%) .NET Developer
13 8 (4.40%) Administrator
13 8 (4.40%) Systems Administrator
14 7 (3.85%) Architect
Libraries, Frameworks & Software Standards
1 119 (65.38%) Elastic Stack
2 47 (25.82%) .NET
3 38 (20.88%) Node.js
4 30 (16.48%) Aurelia
4 30 (16.48%) Lambda Expressions
5 29 (15.93%) .NET Core
6 27 (14.84%) JSON
7 26 (14.29%) Web Services
8 25 (13.74%) Sensu
9 23 (12.64%) Kafka
9 23 (12.64%) XML
10 20 (10.99%) LAMP
10 20 (10.99%) LEMP Stack
11 19 (10.44%) REST
11 19 (10.44%) RESTful
11 19 (10.44%) SOAP
12 18 (9.89%) AngularJS
13 15 (8.24%) ASP.NET
13 15 (8.24%) ASP.NET Web API
14 14 (7.69%) ASP.NET MVC
Miscellaneous
1 19 (10.44%) Computer Science
2 14 (7.69%) Analytical Skills
3 13 (7.14%) Data Centre
4 12 (6.59%) Private Cloud
5 6 (3.30%) Enterprise Software
5 6 (3.30%) User Experience
6 5 (2.75%) Greenfield Project
6 5 (2.75%) Online Games
7 4 (2.20%) Fintech
7 4 (2.20%) Security Operations Centre
7 4 (2.20%) Video on Demand
8 3 (1.65%) Cloud Native
8 3 (1.65%) Over-the-Top Content
8 3 (1.65%) Public Cloud
9 2 (1.10%) Algorithms
9 2 (1.10%) Foreign Exchange (FX)
9 2 (1.10%) Internet of Things
9 2 (1.10%) Management Information System
9 2 (1.10%) Replication
10 1 (0.55%) PKI
Operating Systems
1 107 (58.79%) Linux
2 41 (22.53%) Windows
3 28 (15.38%) CentOS
4 21 (11.54%) Red Hat Enterprise Linux
5 19 (10.44%) Unix
6 13 (7.14%) Windows Server
7 11 (6.04%) Windows Server 2012
8 7 (3.85%) Android
8 7 (3.85%) Apple iOS
8 7 (3.85%) Ubuntu
9 6 (3.30%) CoreOS
10 4 (2.20%) Windows Server 2008
11 3 (1.65%) Debian
12 2 (1.10%) Fedora
12 2 (1.10%) Oracle Linux
12 2 (1.10%) Solaris
Processes & Methodologies
1 113 (62.09%) DevOps
2 76 (41.76%) Agile Software Development
3 66 (36.26%) Configuration Management
4 44 (24.18%) TDD
5 35 (19.23%) Continuous Integration
5 35 (19.23%) Unit Testing
6 30 (16.48%) Auto-Scaling
7 29 (15.93%) Product Management
8 25 (13.74%) Open Source
9 24 (13.19%) Mentoring
10 21 (11.54%) Continuous Delivery
11 20 (10.99%) Scrum
12 18 (9.89%) Microservices
13 17 (9.34%) MVC
14 16 (8.79%) Software Engineering
15 15 (8.24%) ITIL
16 13 (7.14%) Change Management
17 12 (6.59%) Coaching
17 12 (6.59%) Test Automation
18 11 (6.04%) Web Operations
Programming Languages
1 102 (56.04%) Python
2 68 (37.36%) JavaScript
3 67 (36.81%) Java
4 52 (28.57%) Bash Shell
5 50 (27.47%) C#
6 49 (26.92%) Ruby
7 34 (18.68%) Perl
8 30 (16.48%) ES6
9 27 (14.84%) PowerShell
10 18 (9.89%) SQL
11 17 (9.34%) PHP
12 13 (7.14%) Shell Script
13 11 (6.04%) Go
14 8 (4.40%) C
15 7 (3.85%) Scala
16 6 (3.30%) C++
17 4 (2.20%) CoffeeScript
17 4 (2.20%) F#
17 4 (2.20%) Groovy
18 3 (1.65%) T-SQL
Qualifications
1 25 (13.74%) Degree
2 14 (7.69%) Computer Science Degree
3 5 (2.75%) Cisco Certification
3 5 (2.75%) Security Cleared
4 4 (2.20%) AWS Certification
4 4 (2.20%) CCNA
4 4 (2.20%) SC Cleared
5 2 (1.10%) DV Cleared
5 2 (1.10%) Master's Degree
5 2 (1.10%) OCP
5 2 (1.10%) Oracle Certification
5 2 (1.10%) RHCE
6 1 (0.55%) CCSP
6 1 (0.55%) CREST Certified
Quality Assurance & Compliance
1 10 (5.49%) GCP
1 10 (5.49%) QA
2 4 (2.20%) PCI DSS
3 3 (1.65%) SLA
4 2 (1.10%) ISO/IEC 27001
System Software
1 85 (46.70%) Docker
2 29 (15.93%) VMware Infrastructure
3 11 (6.04%) Varnish
3 11 (6.04%) Virtual Machines
4 7 (3.85%) Apache ZooKeeper
5 5 (2.75%) LXC
5 5 (2.75%) vSphere
5 5 (2.75%) Xen
6 4 (2.20%) HDFS
7 3 (1.65%) Active Directory
7 3 (1.65%) NFS
8 2 (1.10%) Corosync
8 2 (1.10%) KVM
8 2 (1.10%) OpenAM
8 2 (1.10%) PowerDNS
8 2 (1.10%) Snort
8 2 (1.10%) VirtualBox
9 1 (0.55%) Oracle RAC
9 1 (0.55%) vCloud
9 1 (0.55%) VMware NSX
Systems Management
1 137 (75.27%) Kibana
2 96 (52.75%) Ansible
3 74 (40.66%) Puppet
4 60 (32.97%) Terraform
5 56 (30.77%) Opscode Chef
6 43 (23.63%) Packer
7 40 (21.98%) Kubernetes
8 23 (12.64%) Nagios
9 22 (12.09%) Graphite
9 22 (12.09%) HAProxy
10 20 (10.99%) ZABBIX
11 16 (8.79%) Graylog
12 12 (6.59%) Grafana
13 10 (5.49%) Perfmon
14 9 (4.95%) Prometheus
14 9 (4.95%) Salt
15 8 (4.40%) Icinga
16 6 (3.30%) StatsD
17 5 (2.75%) Mesos
17 5 (2.75%) Rancher
Vendors
1 36 (19.78%) VMware
2 20 (10.99%) Splunk
3 18 (9.89%) SaltStack
4 16 (8.79%) Google
4 16 (8.79%) Oracle
5 14 (7.69%) Red Hat
6 11 (6.04%) Atlassian
7 10 (5.49%) New Relic
7 10 (5.49%) SolarWinds
7 10 (5.49%) TIBCO
8 7 (3.85%) Microsoft
9 5 (2.75%) AppDynamics
10 4 (2.20%) IBM
10 4 (2.20%) Sophos
11 3 (1.65%) Hortonworks
11 3 (1.65%) HP
11 3 (1.65%) SAP
11 3 (1.65%) ServiceNow
12 2 (1.10%) Ab Initio
12 2 (1.10%) SOASTA, Inc