Period
to 19 June 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 19 June 2018 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 959 876 1043
Rank change year-on-year -83 +167 +24
Permanent jobs citing logstash 213 301 226
As % of all permanent IT jobs advertised in the UK 0.12% 0.17% 0.11%
As % of the Systems Management category 1.23% 1.99% 1.30%
Number of salaries quoted 163 237 189
UK median annual salary £62,500 £62,500 £57,500
Median salary % change year-on-year - +8.70% -
10th Percentile £40,900 £40,000 £37,125
90th Percentile £81,850 £84,250 £77,500
UK excluding London median annual salary £55,000 £55,000 £55,000

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 17,362 15,135 17,368
As % of all permanent IT jobs advertised in the UK 10.09% 8.79% 8.70%
Number of salaries quoted 13,685 12,222 14,059
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,250 £30,000 £30,000
90th Percentile £85,000 £81,250 £75,000
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +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 19 June 2018.

Salary histogram for logstash in the UK

logstash
Top 15 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 19 June 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 -91 206 £62,500 - 47
London -92 106 £68,750 +5.77% 32
UK excluding London +4 105 £55,000 - 15
South East +8 53 £62,500 +8.70% 10
Midlands +23 22 £47,500 -9.52%
West Midlands +33 20 £46,250 +2.78%
North of England -10 18 £50,000 +2.56% 3
North West -9 11 £37,747 -14.21% 2
East of England +17 7 £60,000 -14.29% 1
Yorkshire +15 6 £55,000 -8.33% 1
Scotland - 5 £62,000 -
East Midlands -5 2 £60,000 +14.29%
North East - 1 £82,500 -
Wales - 1 £45,000 -
Northern Ireland - 1 - -

For the 6 months to 19 June 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.

1 159 (74.65%) Elasticsearch
2 148 (69.48%) Linux
3 131 (61.50%) Docker
4 130 (61.03%) Kibana
5 125 (58.69%) Python
6 122 (57.28%) DevOps
7 120 (56.34%) Ansible
8 117 (54.93%) Elastic Stack
9 115 (53.99%) Amazon AWS
10 106 (49.77%) Java
11 92 (43.19%) SQL
11 92 (43.19%) VMware
12 89 (41.78%) Bash Shell
12 89 (41.78%) Puppet
12 89 (41.78%) Jenkins
13 86 (40.38%) Configuration Management
14 80 (37.56%) Agile Software Development
15 75 (35.21%) Kubernetes
16 65 (30.52%) Git (software)
17 64 (30.05%) JavaScript
18 63 (29.58%) Windows
19 57 (26.76%) Open Source
20 55 (25.82%) Microsoft Azure
20 55 (25.82%) Web Services
20 55 (25.82%) MySQL
21 54 (25.35%) Opscode Chef
21 54 (25.35%) Kafka
22 53 (24.88%) PostgreSQL
23 50 (23.47%) PowerShell
23 50 (23.47%) 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
1 159 (74.65%) Elasticsearch
2 38 (17.84%) Apache
3 37 (17.37%) Tomcat
4 33 (15.49%) Confluence
5 26 (12.21%) CloudStack
6 20 (9.39%) nginx
7 17 (7.98%) IIS
8 15 (7.04%) Apache Spark
9 7 (3.29%) JBoss
10 6 (2.82%) Apache Solr
11 5 (2.35%) WebLogic
12 4 (1.88%) Jetty
13 3 (1.41%) OpenStack
14 2 (0.94%) WebSphere
15 1 (0.47%) DataSynapse
15 1 (0.47%) Drupal
15 1 (0.47%) NServiceBus
15 1 (0.47%) Oracle Service Bus
15 1 (0.47%) Oracle SOA Suite
15 1 (0.47%) WebSphere Portal
Business Applications
1 15 (7.04%) MetaTrader
2 3 (1.41%) Distributed Ledger
Cloud Services
1 115 (53.99%) Amazon AWS
2 55 (25.82%) Microsoft Azure
3 40 (18.78%) Amazon EC2
4 32 (15.02%) GitHub
5 27 (12.68%) AWS CloudFormation
6 26 (12.21%) SaaS
7 17 (7.98%) Google Cloud Platform
8 16 (7.51%) Cloud Computing
8 16 (7.51%) IaaS
8 16 (7.51%) NuGet
9 15 (7.04%) Amazon S3
10 13 (6.10%) CloudFront
11 12 (5.63%) Amazon CloudWatch
12 11 (5.16%) Amazon ElastiCache
12 11 (5.16%) Amazon ELB
12 11 (5.16%) AWS Lambda
12 11 (5.16%) Route 53
12 11 (5.16%) Serverless
13 10 (4.69%) Datadog
14 8 (3.76%) Amazon EMR
Communications & Networking
1 31 (14.55%) Firewall
1 31 (14.55%) Internet
2 20 (9.39%) VPN
3 18 (8.45%) TCP/IP
4 15 (7.04%) HTTP
4 15 (7.04%) NetScaler
5 12 (5.63%) DNS
6 6 (2.82%) DHCP
7 5 (2.35%) DMZ
7 5 (2.35%) Network Security
8 4 (1.88%) VLAN
9 3 (1.41%) FTP
9 3 (1.41%) IPsec
10 2 (0.94%) LAN
10 2 (0.94%) WAN
11 1 (0.47%) IMAP
11 1 (0.47%) NAS
11 1 (0.47%) PPP
11 1 (0.47%) SAN
11 1 (0.47%) SMTP
Database & Business Intelligence
1 55 (25.82%) MySQL
2 53 (24.88%) PostgreSQL
3 50 (23.47%) MongoDB
4 48 (22.54%) SQL Server
5 35 (16.43%) Big Data
6 24 (11.27%) Amazon DynamoDB
6 24 (11.27%) Hadoop
7 22 (10.33%) Redis
8 20 (9.39%) NoSQL
9 19 (8.92%) Amazon RDS
10 16 (7.51%) SQL Server 2012
11 15 (7.04%) Relational Database
12 13 (6.10%) Oracle Database
13 12 (5.63%) Apache Cassandra
14 10 (4.69%) Event Store
15 8 (3.76%) InfluxDB
16 7 (3.29%) Couchbase
17 6 (2.82%) Data Warehouse
18 5 (2.35%) Amazon Redshift
18 5 (2.35%) Apache Hive
Development Applications
1 89 (41.78%) Jenkins
2 65 (30.52%) Git (software)
3 43 (20.19%) JIRA
4 35 (16.43%) GitLab
5 34 (15.96%) TeamCity
6 30 (14.08%) Maven
7 22 (10.33%) Octopus Deploy
8 19 (8.92%) CA Release Automation
9 17 (7.98%) Eclipse
9 17 (7.98%) IntelliJ
9 17 (7.98%) Visual Studio
10 16 (7.51%) Ant
10 16 (7.51%) GoCD
10 16 (7.51%) Team Foundation Server
11 15 (7.04%) Fiddler
11 15 (7.04%) ReSharper
12 12 (5.63%) Artifactory
12 12 (5.63%) Vagrant
13 8 (3.76%) Gerrit
13 8 (3.76%) JUnit
General
1 35 (16.43%) Finance
2 13 (6.10%) Games
3 11 (5.16%) Banking
4 6 (2.82%) Retail
5 4 (1.88%) Advertising
5 4 (1.88%) Financial Institution
5 4 (1.88%) Investment Banking
5 4 (1.88%) Law
5 4 (1.88%) Manufacturing
6 3 (1.41%) Marketing
7 1 (0.47%) Digital Economy
7 1 (0.47%) Pharmaceutical
Job Titles
1 79 (37.09%) DevOps Engineer
2 29 (13.62%) Architect
3 28 (13.15%) Senior DevOps
3 28 (13.15%) Senior DevOps Engineer
4 27 (12.68%) Developer
5 20 (9.39%) Java Architect
6 19 (8.92%) J2EE Architect
6 19 (8.92%) Java/J2EE Architect
7 15 (7.04%) Java Developer
8 14 (6.57%) Linux Engineer
9 13 (6.10%) Administrator
9 13 (6.10%) Systems Administrator
10 12 (5.63%) Linux Administrator
10 12 (5.63%) Linux Systems Administrator
11 11 (5.16%) Automation Engineer
11 11 (5.16%) Consultant
11 11 (5.16%) Linux/Unix DevOps
12 10 (4.69%) Software Engineer
12 10 (4.69%) Systems Engineer
13 9 (4.23%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 117 (54.93%) Elastic Stack
2 55 (25.82%) Web Services
3 54 (25.35%) Kafka
4 33 (15.49%) .NET
5 31 (14.55%) REST
6 27 (12.68%) ASP.NET
6 27 (12.68%) Flask
7 26 (12.21%) J2EE
7 26 (12.21%) Spring
8 23 (10.80%) RabbitMQ
9 21 (9.86%) LAMP
9 21 (9.86%) XML
10 20 (9.39%) HTML
11 18 (8.45%) JSON
12 17 (7.98%) ASP.NET Web API
12 17 (7.98%) SOAP
13 16 (7.51%) ActiveMQ
13 16 (7.51%) AngularJS
13 16 (7.51%) ASP.NET MVC
13 16 (7.51%) TIBCO EMS
Miscellaneous
1 39 (18.31%) Public Cloud
2 34 (15.96%) Computer Science
3 20 (9.39%) Analytical Skills
4 18 (8.45%) Data Centre
4 18 (8.45%) Fintech
5 16 (7.51%) Greenfield Project
6 10 (4.69%) Clustering
6 10 (4.69%) Private Cloud
6 10 (4.69%) Replication
7 6 (2.82%) Algorithms
8 5 (2.35%) GPGPU
8 5 (2.35%) Linux Command Line
8 5 (2.35%) User Experience
9 4 (1.88%) Life Science
10 3 (1.41%) Cloud Native
10 3 (1.41%) Hybrid Cloud
10 3 (1.41%) Online Games
10 3 (1.41%) PlayStation
11 2 (0.94%) Enterprise Software
11 2 (0.94%) Security Operations Centre
Operating Systems
1 148 (69.48%) Linux
2 63 (29.58%) Windows
3 40 (18.78%) CentOS
4 16 (7.51%) Ubuntu
5 15 (7.04%) Unix
5 15 (7.04%) Windows Server 2012
6 13 (6.10%) Windows Server
7 10 (4.69%) Red Hat Enterprise Linux
8 9 (4.23%) CoreOS
9 6 (2.82%) Mac OS
9 6 (2.82%) Solaris
10 5 (2.35%) Mac OS X
11 4 (1.88%) Apple iOS
12 3 (1.41%) VMS
13 2 (0.94%) Amazon Linux
14 1 (0.47%) Android
14 1 (0.47%) Debian
14 1 (0.47%) Mesosphere
14 1 (0.47%) Windows Server 2008
Processes & Methodologies
1 122 (57.28%) DevOps
2 86 (40.38%) Configuration Management
3 80 (37.56%) Agile Software Development
4 57 (26.76%) Open Source
5 38 (17.84%) Continuous Integration
6 32 (15.02%) High Availability
6 32 (15.02%) Test Automation
7 30 (14.08%) Problem-Solving
7 30 (14.08%) Software Engineering
8 29 (13.62%) Scrum
9 28 (13.15%) Service Management
10 25 (11.74%) ITSM
11 22 (10.33%) Deployment Automation
11 22 (10.33%) Microservices
11 22 (10.33%) TDD
12 19 (8.92%) Mathematics
13 18 (8.45%) Change Management
13 18 (8.45%) ITIL
13 18 (8.45%) Site Reliability Engineering
14 17 (7.98%) MVC
Programming Languages
1 125 (58.69%) Python
2 106 (49.77%) Java
3 92 (43.19%) SQL
4 89 (41.78%) Bash Shell
5 64 (30.05%) JavaScript
6 50 (23.47%) PowerShell
7 35 (16.43%) C#
8 32 (15.02%) Go
9 29 (13.62%) Ruby
10 24 (11.27%) Java 8
11 23 (10.80%) Perl
12 14 (6.57%) T-SQL
13 13 (6.10%) Jython
13 13 (6.10%) Shell Script
14 10 (4.69%) PHP
15 9 (4.23%) Scala
16 8 (3.76%) C++
17 5 (2.35%) C
18 4 (1.88%) Kotlin
18 4 (1.88%) PL/SQL
Qualifications
1 31 (14.55%) Degree
2 16 (7.51%) Computer Science Degree
3 9 (4.23%) Master's Degree
4 5 (2.35%) CCNA
4 5 (2.35%) Cisco Certification
5 4 (1.88%) AWS Certification
5 4 (1.88%) PhD
6 1 (0.47%) BPSS Clearance
6 1 (0.47%) DV Cleared
6 1 (0.47%) SC Cleared
6 1 (0.47%) Security Cleared
Quality Assurance & Compliance
1 26 (12.21%) QA
2 18 (8.45%) PCI DSS
3 10 (4.69%) GCP
4 2 (0.94%) GDPR
5 1 (0.47%) GPG13
5 1 (0.47%) SLA
System Software
1 131 (61.50%) Docker
2 49 (23.00%) VMware Infrastructure
3 25 (11.74%) vSphere
4 18 (8.45%) Xen
5 10 (4.69%) Apache ZooKeeper
5 10 (4.69%) Hyper-V
6 9 (4.23%) Active Directory
7 8 (3.76%) HDFS
8 5 (2.35%) KVM
8 5 (2.35%) LXC
9 2 (0.94%) Snort
10 1 (0.47%) Apache Flume
10 1 (0.47%) GridGain
10 1 (0.47%) Varnish
10 1 (0.47%) Virtual Machines
10 1 (0.47%) VirtualBox
Systems Management
1 130 (61.03%) Kibana
2 120 (56.34%) Ansible
3 89 (41.78%) Puppet
4 75 (35.21%) Kubernetes
5 54 (25.35%) Opscode Chef
6 42 (19.72%) Terraform
7 41 (19.25%) Nagios
8 36 (16.90%) Rancher
9 33 (15.49%) Grafana
9 33 (15.49%) Packer
10 23 (10.80%) Graphite
11 19 (8.92%) Prometheus
12 16 (7.51%) Docker Swarm
13 15 (7.04%) Perfmon
14 14 (6.57%) HAProxy
15 11 (5.16%) Consul
15 11 (5.16%) ZABBIX
16 10 (4.69%) Graylog
17 8 (3.76%) Capistrano
17 8 (3.76%) Icinga
Vendors
1 92 (43.19%) VMware
2 39 (18.31%) Oracle
3 30 (14.08%) SaltStack
4 29 (13.62%) Splunk
5 23 (10.80%) Microsoft
6 17 (7.98%) New Relic
7 16 (7.51%) TIBCO
8 15 (7.04%) SolarWinds
9 12 (5.63%) Google
10 10 (4.69%) Red Hat
11 7 (3.29%) Capita
12 6 (2.82%) Hortonworks
13 5 (2.35%) Cisco
13 5 (2.35%) IBM
14 4 (1.88%) Ab Initio
14 4 (1.88%) AppDynamics
14 4 (1.88%) Hummingbird
15 3 (1.41%) Atlassian
15 3 (1.41%) Dell
15 3 (1.41%) Vertica