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

logstash
UK
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 966 966 1036
Rank change year-on-year 0 +70 +34
Permanent jobs citing logstash 191 217 190
As % of all permanent IT jobs advertised in the UK 0.12% 0.12% 0.100%
As % of the Systems Management category 1.10% 1.37% 1.12%
Number of salaries quoted 149 179 165
UK median annual salary £70,000 £70,000 £57,500
Median salary % change year-on-year - +21.74% -
10th Percentile £38,500 £46,000 £40,250
90th Percentile £88,750 £90,000 £80,750
UK excluding London median annual salary £68,500 £56,250 £55,000
% change year-on-year +21.78% +2.27% +4.76%

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 17,391 15,815 16,994
As % of all permanent IT jobs advertised in the UK 10.56% 9.02% 8.92%
Number of salaries quoted 13,789 12,909 13,760
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +2.44%
10th Percentile £32,000 £31,250 £31,250
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - +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 16 October 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 October 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 +34 190 £70,000 - 28
London +8 124 £72,500 +3.57% 13
UK excluding London +24 66 £68,500 +21.78% 15
South East +45 50 £70,000 +27.27% 8
North of England +19 7 £65,000 +8.33% 2
Midlands +21 6 £60,000 +14.29% 3
Yorkshire +23 3 £65,000 -
East of England +13 3 £62,500 -10.71% 1
East Midlands -16 3 £47,250 -10.00% 2
West Midlands - 3 £82,500 - 1
South West +13 2 £75,000 +30.43% 1
North West +9 2 £37,747 -37.09% 2
North East - 2 £82,500 -
Northern Ireland - 1 - -

For the 6 months to 16 October 2018, 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.

1 147 (76.96%) Elasticsearch
2 144 (75.39%) Kibana
3 120 (62.83%) Linux
4 119 (62.30%) Python
5 118 (61.78%) Elastic Stack
6 104 (54.45%) Ansible
6 104 (54.45%) Amazon AWS
7 97 (50.79%) Java
8 88 (46.07%) DevOps
9 83 (43.46%) Docker
10 79 (41.36%) Agile Software Development
11 78 (40.84%) SQL
12 63 (32.98%) Puppet
13 62 (32.46%) Opscode Chef
14 56 (29.32%) VMware
15 55 (28.80%) Git (software)
16 51 (26.70%) Bash Shell
17 48 (25.13%) MongoDB
17 48 (25.13%) Big Data
17 48 (25.13%) Kubernetes
17 48 (25.13%) Open Source
18 47 (24.61%) Grafana
18 47 (24.61%) Jenkins
19 46 (24.08%) JavaScript
20 45 (23.56%) SQL Server
20 45 (23.56%) Windows
20 45 (23.56%) Configuration Management
20 45 (23.56%) Kafka
20 45 (23.56%) Microsoft Azure
21 44 (23.04%) Apache

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
1 147 (76.96%) Elasticsearch
2 44 (23.04%) Apache
3 42 (21.99%) Apache Spark
4 21 (10.99%) Tomcat
5 19 (9.95%) Confluence
6 17 (8.90%) CloudStack
7 16 (8.38%) nginx
8 12 (6.28%) OpenStack
9 11 (5.76%) Jupyter
10 10 (5.24%) WebLogic
11 9 (4.71%) Jetty
12 8 (4.19%) JBoss
13 6 (3.14%) IIS
14 2 (1.05%) uWSGI
15 1 (0.52%) Apache Solr
15 1 (0.52%) DataSynapse
15 1 (0.52%) Gunicorn
15 1 (0.52%) NServiceBus
15 1 (0.52%) Oracle Service Bus
15 1 (0.52%) Tornado
Business Applications
1 4 (2.09%) MetaTrader
2 2 (1.05%) Salerio
Cloud Services
1 104 (54.45%) Amazon AWS
2 45 (23.56%) Microsoft Azure
3 39 (20.42%) GitHub
4 35 (18.32%) AWS CloudFormation
5 25 (13.09%) Google Cloud Platform
6 24 (12.57%) Amazon EMR
7 22 (11.52%) Amazon EC2
8 20 (10.47%) SaaS
9 19 (9.95%) Amazon CloudWatch
10 18 (9.42%) Amazon Kinesis
10 18 (9.42%) IaaS
11 16 (8.38%) Cloud Computing
12 15 (7.85%) Amazon ELB
12 15 (7.85%) Route 53
13 14 (7.33%) Amazon ElastiCache
14 12 (6.28%) NuGet
15 11 (5.76%) Amazon S3
16 8 (4.19%) AWS Lambda
17 6 (3.14%) Datadog
18 5 (2.62%) Serverless
Communications & Networking
1 22 (11.52%) Firewall
2 18 (9.42%) Internet
3 16 (8.38%) VPN
4 15 (7.85%) HTTP
4 15 (7.85%) TCP/IP
5 5 (2.62%) DAB
6 4 (2.09%) NetScaler
7 3 (1.57%) DNS
7 3 (1.57%) Network Security
7 3 (1.57%) SSH
7 3 (1.57%) VLAN
8 2 (1.05%) NAS
8 2 (1.05%) SAN
8 2 (1.05%) VSAN
9 1 (0.52%) BGP
9 1 (0.52%) DHCP
9 1 (0.52%) DSL
9 1 (0.52%) IPsec
9 1 (0.52%) LAN
9 1 (0.52%) SNMP
Database & Business Intelligence
1 48 (25.13%) Big Data
1 48 (25.13%) MongoDB
2 45 (23.56%) SQL Server
3 43 (22.51%) Hadoop
4 42 (21.99%) NoSQL
4 42 (21.99%) PostgreSQL
5 38 (19.90%) Apache Cassandra
6 32 (16.75%) MySQL
7 28 (14.66%) Redis
8 27 (14.14%) Apache Hive
8 27 (14.14%) Relational Database
9 21 (10.99%) HBase
10 16 (8.38%) InfluxDB
11 14 (7.33%) Event Store
12 13 (6.81%) Amazon DynamoDB
13 6 (3.14%) Amazon RDS
13 6 (3.14%) Amazon Redshift
13 6 (3.14%) Oracle Database
13 6 (3.14%) SQL Server 2012
14 4 (2.09%) Amazon Aurora
Development Applications
1 55 (28.80%) Git (software)
2 47 (24.61%) Jenkins
3 38 (19.90%) Octopus Deploy
4 37 (19.37%) TeamCity
5 32 (16.75%) JIRA
6 23 (12.04%) GitLab
7 15 (7.85%) git-flow
7 15 (7.85%) Vagrant
8 13 (6.81%) Artifactory
9 12 (6.28%) Maven
9 12 (6.28%) Team Foundation Server
10 10 (5.24%) Bitbucket
10 10 (5.24%) Subversion
11 8 (4.19%) Gerrit
11 8 (4.19%) SonarQube
12 7 (3.66%) Protractor
12 7 (3.66%) Sonatype Nexus
12 7 (3.66%) Travis CI
12 7 (3.66%) Visual Studio
13 6 (3.14%) Ant
General
1 26 (13.61%) Finance
2 13 (6.81%) Advertising
3 6 (3.14%) Marketing
4 3 (1.57%) Banking
4 3 (1.57%) Games
4 3 (1.57%) Retail
5 2 (1.05%) Automotive
5 2 (1.05%) Investment Banking
6 1 (0.52%) Back Office
6 1 (0.52%) French Language
6 1 (0.52%) Front Office
6 1 (0.52%) Law
6 1 (0.52%) Polish Language
6 1 (0.52%) Spanish Language
6 1 (0.52%) Telecoms
Job Titles
1 38 (19.90%) Developer
1 38 (19.90%) DevOps Engineer
2 30 (15.71%) Architect
3 26 (13.61%) AWS DevOps
3 26 (13.61%) Data Engineer
4 25 (13.09%) Big Data Engineer
5 16 (8.38%) J2EE Architect
5 16 (8.38%) Java Architect
5 16 (8.38%) Java/J2EE Architect
6 14 (7.33%) Azure DevOps
6 14 (7.33%) Java Engineer
7 13 (6.81%) Lead DevOps
8 12 (6.28%) Linux/Unix DevOps
9 11 (5.76%) Automation Engineer
9 11 (5.76%) Java Developer
10 10 (5.24%) Python Developer
11 9 (4.71%) Artificial Intelligence Architect
12 8 (4.19%) Reliability Engineer
12 8 (4.19%) Senior DevOps
13 7 (3.66%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 118 (61.78%) Elastic Stack
2 45 (23.56%) Kafka
3 34 (17.80%) .NET
4 32 (16.75%) HTML
5 28 (14.66%) REST
6 26 (13.61%) RabbitMQ
7 22 (11.52%) ASP.NET
7 22 (11.52%) Web Services
8 21 (10.99%) .NET Framework
9 20 (10.47%) PySpark
10 19 (9.95%) J2EE
11 18 (9.42%) Flask
12 17 (8.90%) CSS
13 16 (8.38%) HTML5
13 16 (8.38%) Spring
14 14 (7.33%) Ajax
15 13 (6.81%) AngularJS
15 13 (6.81%) Node.js
16 12 (6.28%) RESTful
17 11 (5.76%) Natural Language Processing
Miscellaneous
1 22 (11.52%) Analytical Skills
2 14 (7.33%) Clustering
2 14 (7.33%) Replication
3 11 (5.76%) Fintech
3 11 (5.76%) Public Cloud
4 9 (4.71%) Computer Science
5 8 (4.19%) Greenfield Project
5 8 (4.19%) User Experience
6 7 (3.66%) Enterprise Software
7 6 (3.14%) Virtual Team
8 3 (1.57%) Data Centre
9 2 (1.05%) Algorithms
9 2 (1.05%) Cloud Native
9 2 (1.05%) Credit Risk
9 2 (1.05%) Derivative
9 2 (1.05%) Fixed Income
9 2 (1.05%) Foreign Exchange (FX)
9 2 (1.05%) Online Banking
9 2 (1.05%) PKI
10 1 (0.52%) N-Tier
Operating Systems
1 120 (62.83%) Linux
2 45 (23.56%) Windows
3 38 (19.90%) CentOS
4 31 (16.23%) Ubuntu
5 15 (7.85%) Red Hat Enterprise Linux
6 14 (7.33%) Unix
7 13 (6.81%) Windows Server
8 12 (6.28%) Debian
9 6 (3.14%) Amazon Linux
10 4 (2.09%) Windows Server 2012
11 1 (0.52%) CoreOS
11 1 (0.52%) Fedora
11 1 (0.52%) Mesosphere
11 1 (0.52%) Solaris
11 1 (0.52%) Windows Server 2008
Processes & Methodologies
1 88 (46.07%) DevOps
2 79 (41.36%) Agile Software Development
3 48 (25.13%) Open Source
4 45 (23.56%) Configuration Management
5 34 (17.80%) Continuous Integration
6 31 (16.23%) Microservices
7 29 (15.18%) Problem-Solving
8 25 (13.09%) Scrum
8 25 (13.09%) Test Automation
9 22 (11.52%) Kanban
10 20 (10.47%) ETL
10 20 (10.47%) Software Engineering
11 19 (9.95%) Continuous Delivery
12 18 (9.42%) Data Science
12 18 (9.42%) SDLC
13 16 (8.38%) High Availability
14 15 (7.85%) BDD
14 15 (7.85%) SIEM
14 15 (7.85%) Site Reliability Engineering
15 14 (7.33%) Analytics
Programming Languages
1 119 (62.30%) Python
2 97 (50.79%) Java
3 78 (40.84%) SQL
4 51 (26.70%) Bash Shell
5 46 (24.08%) JavaScript
6 39 (20.42%) PowerShell
7 37 (19.37%) C#
8 34 (17.80%) Scala
9 30 (15.71%) Go
10 24 (12.57%) Ruby
11 17 (8.90%) T-SQL
12 14 (7.33%) Java 8
13 12 (6.28%) Perl
14 10 (5.24%) PHP
15 8 (4.19%) C++
15 8 (4.19%) PL/SQL
16 4 (2.09%) F#
17 3 (1.57%) CoffeeScript
17 3 (1.57%) C-shell
18 2 (1.05%) ES6
Qualifications
1 10 (5.24%) Degree
2 7 (3.66%) Computer Science Degree
3 3 (1.57%) SC Cleared
3 3 (1.57%) Security Cleared
4 1 (0.52%) Master's Degree
Quality Assurance & Compliance
1 20 (10.47%) QA
2 8 (4.19%) PCI DSS
3 3 (1.57%) MiFID
4 1 (0.52%) GPG13
4 1 (0.52%) SLA
System Software
1 83 (43.46%) Docker
2 23 (12.04%) HDFS
3 17 (8.90%) vSphere
4 14 (7.33%) Hyper-V
5 13 (6.81%) VMware Infrastructure
6 6 (3.14%) Apache ZooKeeper
7 4 (2.09%) Xen
8 2 (1.05%) VMware ESXi
8 2 (1.05%) zsh
9 1 (0.52%) Active Directory
9 1 (0.52%) Apache Flume
9 1 (0.52%) etcd
9 1 (0.52%) Gluster
9 1 (0.52%) GridGain
9 1 (0.52%) KVM
9 1 (0.52%) LXC
9 1 (0.52%) NFS
9 1 (0.52%) QEMU
9 1 (0.52%) Virtual Machines
Systems Management
1 144 (75.39%) Kibana
2 104 (54.45%) Ansible
3 63 (32.98%) Puppet
4 62 (32.46%) Opscode Chef
5 48 (25.13%) Kubernetes
6 47 (24.61%) Grafana
7 36 (18.85%) Packer
7 36 (18.85%) Terraform
8 33 (17.28%) Prometheus
9 23 (12.04%) Graphite
10 19 (9.95%) Rancher
11 18 (9.42%) Nagios
12 15 (7.85%) ZABBIX
13 9 (4.71%) Mesos
14 8 (4.19%) Capistrano
15 6 (3.14%) HAProxy
16 4 (2.09%) Consul
16 4 (2.09%) Docker Swarm
16 4 (2.09%) Icinga
16 4 (2.09%) Marathon
Vendors
1 56 (29.32%) VMware
2 26 (13.61%) New Relic
3 24 (12.57%) Hortonworks
4 23 (12.04%) Google
5 21 (10.99%) Oracle
6 19 (9.95%) SaltStack
7 18 (9.42%) Microsoft
8 17 (8.90%) Splunk
9 8 (4.19%) Red Hat
10 7 (3.66%) TIBCO
11 6 (3.14%) AppDynamics
12 5 (2.62%) PagerDuty
12 5 (2.62%) SolarWinds
13 4 (2.09%) IBM
13 4 (2.09%) Solace
13 4 (2.09%) TOWER Software
14 3 (1.57%) Riverbed
15 2 (1.05%) Atlassian
15 2 (1.05%) Dynatrace
15 2 (1.05%) Zend