Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

logstash
UK
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 947 1000 983
Rank change year-on-year +53 -17 +112
Permanent jobs citing logstash 171 181 214
As % of all permanent IT jobs advertised in the UK 0.11% 0.10% 0.12%
As % of the Systems Management category 0.99% 1.15% 1.39%
Number of salaries quoted 141 143 185
UK median annual salary £67,500 £67,500 £62,500
Median salary % change year-on-year - +8.00% +8.70%
10th Percentile £32,500 £43,750 £42,500
90th Percentile £100,000 £90,000 £83,750
UK excluding London median annual salary £45,000 £58,750 £60,000
% change year-on-year -23.40% -2.08% +14.29%

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 17,196 15,681 15,387
As % of all permanent IT jobs advertised in the UK 11.33% 9.04% 8.82%
Number of salaries quoted 13,448 12,785 12,448
UK median annual salary £57,000 £52,500 £50,000
Median salary % change year-on-year +8.57% +5.00% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £87,500 £82,500 £80,000
UK excluding London median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +2.22% +4.65%

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 22 January 2019.

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 22 January 2019. 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 +82 169 £67,500 -3.57% 33
London +7 91 £72,500 +3.57% 16
UK excluding London +93 80 £45,000 -23.40% 17
South East +80 53 £45,000 -25.00% 8
East of England +40 11 £70,000 -
North of England +44 9 £51,250 +13.89% 4
Yorkshire +25 5 £52,500 -19.23%
North West +31 4 £49,242 +9.43% 4
Midlands +42 3 £42,500 -34.62% 2
East Midlands +22 3 £42,500 -34.62% 1
Scotland +2 2 £60,000 +50.00%
South West - 2 £75,000 - 3

For the 6 months to 22 January 2019, 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 (85.96%) Kibana
2 132 (77.19%) Elasticsearch
3 124 (72.51%) Elastic Stack
4 123 (71.93%) Linux
5 111 (64.91%) Python
6 90 (52.63%) Java
7 81 (47.37%) Amazon AWS
8 72 (42.11%) Agile Software Development
9 69 (40.35%) Ansible
10 67 (39.18%) DevOps
11 66 (38.60%) Docker
12 59 (34.50%) NoSQL
13 58 (33.92%) Open Source
14 50 (29.24%) MongoDB
15 47 (27.49%) JavaScript
15 47 (27.49%) SQL
15 47 (27.49%) Windows
16 44 (25.73%) C#
16 44 (25.73%) SQL Server
17 41 (23.98%) Git (software)
18 40 (23.39%) .NET
19 39 (22.81%) Hadoop
19 39 (22.81%) Apache Spark
20 38 (22.22%) AngularJS
21 37 (21.64%) Opscode Chef
22 36 (21.05%) Microservices
22 36 (21.05%) MySQL
23 35 (20.47%) RESTful
23 35 (20.47%) Puppet
24 34 (19.88%) Vue.js

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
1 132 (77.19%) Elasticsearch
2 39 (22.81%) Apache Spark
3 25 (14.62%) Apache
4 12 (7.02%) nginx
5 11 (6.43%) OpenStack
5 11 (6.43%) WebSphere
5 11 (6.43%) WildFly
6 9 (5.26%) WebLogic
7 7 (4.09%) Confluence
7 7 (4.09%) Jupyter
7 7 (4.09%) Tomcat
8 5 (2.92%) JBoss
8 5 (2.92%) Jetty
9 4 (2.34%) Oracle Service Bus
9 4 (2.34%) Oracle SOA Suite
10 3 (1.75%) CloudStack
11 2 (1.17%) IIS
12 1 (0.58%) Cloud Foundry
Applications
1 3 (1.75%) Chatbot
Business Applications
1 6 (3.51%) Salerio
Cloud Services
1 81 (47.37%) Amazon AWS
2 25 (14.62%) Amazon CloudWatch
2 25 (14.62%) Amazon EMR
2 25 (14.62%) Microsoft Azure
3 24 (14.04%) AWS CloudFormation
4 21 (12.28%) Amazon S3
4 21 (12.28%) GitHub
5 18 (10.53%) AWS Lambda
5 18 (10.53%) Cloud Computing
6 16 (9.36%) Google Cloud Platform
7 12 (7.02%) Amazon EC2
8 9 (5.26%) Amazon Kinesis
8 9 (5.26%) AWS Data Pipeline
8 9 (5.26%) NuGet
8 9 (5.26%) Serverless
9 6 (3.51%) IaaS
10 5 (2.92%) Amazon ELB
10 5 (2.92%) Route 53
10 5 (2.92%) SaaS
11 4 (2.34%) Amazon ElastiCache
Communications & Networking
1 10 (5.85%) Firewall
2 6 (3.51%) VPN
3 5 (2.92%) HTTP
3 5 (2.92%) TCP/IP
4 4 (2.34%) DAB
4 4 (2.34%) Internet
5 2 (1.17%) VLAN
6 1 (0.58%) BGP
6 1 (0.58%) DHCP
6 1 (0.58%) DNS
6 1 (0.58%) DSL
6 1 (0.58%) IPsec
6 1 (0.58%) LAN
6 1 (0.58%) Network Security
6 1 (0.58%) SNMP
6 1 (0.58%) SSH
Database & Business Intelligence
1 59 (34.50%) NoSQL
2 50 (29.24%) MongoDB
3 44 (25.73%) SQL Server
4 39 (22.81%) Hadoop
5 36 (21.05%) MySQL
6 29 (16.96%) Big Data
6 29 (16.96%) Relational Database
7 27 (15.79%) Apache Cassandra
8 21 (12.28%) Apache Hive
8 21 (12.28%) PostgreSQL
9 20 (11.70%) Amazon DynamoDB
10 16 (9.36%) Amazon Redshift
10 16 (9.36%) Redis
11 12 (7.02%) HBase
11 12 (7.02%) InfluxDB
12 9 (5.26%) Apache Zeppelin
12 9 (5.26%) DataStax
12 9 (5.26%) Spark SQL
13 7 (4.09%) OpenTSDB
13 7 (4.09%) Parquet
Development Applications
1 41 (23.98%) Git (software)
2 31 (18.13%) Jenkins
3 22 (12.87%) Octopus Deploy
3 22 (12.87%) TeamCity
4 17 (9.94%) JIRA
5 12 (7.02%) Subversion
6 9 (5.26%) Bitbucket
6 9 (5.26%) Sonatype Nexus
6 9 (5.26%) Team Foundation Server
7 7 (4.09%) git-flow
7 7 (4.09%) Travis CI
8 6 (3.51%) Vagrant
9 5 (2.92%) Artifactory
9 5 (2.92%) Maven
9 5 (2.92%) Robot Framework
9 5 (2.92%) Visual Studio Team System
10 4 (2.34%) GitLab
10 4 (2.34%) Hudson
11 3 (1.75%) JUnit
11 3 (1.75%) Mockito
General
1 24 (14.04%) Finance
2 7 (4.09%) Advertising
3 5 (2.92%) Marketing
4 2 (1.17%) Banking
4 2 (1.17%) Games
5 1 (0.58%) Back Office
5 1 (0.58%) Front Office
5 1 (0.58%) International Banking
5 1 (0.58%) Investment Banking
5 1 (0.58%) Retail
5 1 (0.58%) Telecoms
Job Titles
1 68 (39.77%) Developer
2 27 (15.79%) DevOps Engineer
3 21 (12.28%) .NET Developer
3 21 (12.28%) Data Engineer
4 19 (11.11%) Big Data Engineer
5 17 (9.94%) Angular Developer
5 17 (9.94%) AWS DevOps
5 17 (9.94%) Front End Developer (Client-Side Developer)
6 15 (8.77%) .NET Software Developer
6 15 (8.77%) Software Developer
7 13 (7.60%) DevOps Developer
8 12 (7.02%) Java Developer
8 12 (7.02%) Java Engineer
9 11 (6.43%) Architect
9 11 (6.43%) Lead DevOps
10 8 (4.68%) Senior DevOps
11 7 (4.09%) Automation Engineer
11 7 (4.09%) AWS DevOps Engineer
11 7 (4.09%) AWS Engineer
11 7 (4.09%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 124 (72.51%) Elastic Stack
2 40 (23.39%) .NET
3 38 (22.22%) AngularJS
4 35 (20.47%) RESTful
5 34 (19.88%) Vue.js
6 32 (18.71%) Kafka
7 31 (18.13%) Spring
8 29 (16.96%) HTML
9 27 (15.79%) .NET Framework
10 25 (14.62%) CSS
11 21 (12.28%) HTML5
11 21 (12.28%) RabbitMQ
12 19 (11.11%) CSS3
13 18 (10.53%) Web Services
14 15 (8.77%) .NET Core
14 15 (8.77%) Django
15 14 (8.19%) Middleware
16 13 (7.60%) Node.js
17 9 (5.26%) PySpark
17 9 (5.26%) Sensu
Miscellaneous
1 21 (12.28%) Greenfield Project
2 18 (10.53%) Analytical Skills
3 7 (4.09%) Data Centre
4 6 (3.51%) Cloud Native
4 6 (3.51%) Enterprise Software
4 6 (3.51%) Virtual Team
5 4 (2.34%) Clustering
5 4 (2.34%) Replication
6 3 (1.75%) Fintech
6 3 (1.75%) User Experience
7 2 (1.17%) Algorithms
7 2 (1.17%) Derivative
7 2 (1.17%) Fixed Income
7 2 (1.17%) Foreign Exchange (FX)
7 2 (1.17%) NHS
7 2 (1.17%) Public Cloud
8 1 (0.58%) Blog
8 1 (0.58%) Hedge funds
8 1 (0.58%) Online Banking
8 1 (0.58%) Social Media
Operating Systems
1 123 (71.93%) Linux
2 47 (27.49%) Windows
3 22 (12.87%) Ubuntu
4 20 (11.70%) Unix
5 19 (11.11%) CentOS
6 14 (8.19%) Windows Server
7 13 (7.60%) Red Hat Enterprise Linux
8 8 (4.68%) Amazon Linux
9 6 (3.51%) Debian
10 4 (2.34%) Solaris
11 2 (1.17%) CoreOS
12 1 (0.58%) Fedora
Processes & Methodologies
1 72 (42.11%) Agile Software Development
2 67 (39.18%) DevOps
3 58 (33.92%) Open Source
4 36 (21.05%) Microservices
5 21 (12.28%) Test Automation
6 20 (11.70%) Configuration Management
6 20 (11.70%) Continuous Integration
7 19 (11.11%) MVC
7 19 (11.11%) Software Engineering
8 18 (10.53%) Front End Development
9 17 (9.94%) OO
10 14 (8.19%) Continuous Delivery
10 14 (8.19%) Digital Transformation Programme
11 13 (7.60%) Data Modelling
11 13 (7.60%) Scrum
12 11 (6.43%) Analytics
12 11 (6.43%) Data Science
12 11 (6.43%) E-Commerce
12 11 (6.43%) SOA
12 11 (6.43%) Software Delivery
Programming Languages
1 111 (64.91%) Python
2 90 (52.63%) Java
3 47 (27.49%) JavaScript
3 47 (27.49%) SQL
4 44 (25.73%) C#
5 29 (16.96%) Scala
6 24 (14.04%) C++
7 22 (12.87%) Bash Shell
8 18 (10.53%) Ruby
9 16 (9.36%) PowerShell
10 12 (7.02%) Go
11 7 (4.09%) PHP
12 6 (3.51%) F#
13 5 (2.92%) T-SQL
14 4 (2.34%) Perl
14 4 (2.34%) Shell Script
15 3 (1.75%) CoffeeScript
15 3 (1.75%) ES6
15 3 (1.75%) R
16 2 (1.17%) PHP 7
Qualifications
1 5 (2.92%) Degree
2 4 (2.34%) Computer Science Degree
3 3 (1.75%) SC Cleared
3 3 (1.75%) Security Cleared
Quality Assurance & Compliance
1 9 (5.26%) MiFID
2 5 (2.92%) QA
3 2 (1.17%) PCI DSS
System Software
1 66 (38.60%) Docker
2 16 (9.36%) HDFS
3 13 (7.60%) Apache ZooKeeper
4 5 (2.92%) VMware Infrastructure
5 4 (2.34%) Hyper-V
5 4 (2.34%) Virtual Machines
6 3 (1.75%) Apache Flume
6 3 (1.75%) Xen
7 2 (1.17%) vSphere
8 1 (0.58%) etcd
8 1 (0.58%) Gluster
8 1 (0.58%) KVM
8 1 (0.58%) LXC
8 1 (0.58%) NFS
8 1 (0.58%) QEMU
8 1 (0.58%) Varnish
8 1 (0.58%) VMware ESXi
Systems Management
1 147 (85.96%) Kibana
2 69 (40.35%) Ansible
3 37 (21.64%) Opscode Chef
4 35 (20.47%) Puppet
5 27 (15.79%) Grafana
6 23 (13.45%) Kubernetes
7 21 (12.28%) Terraform
8 20 (11.70%) Prometheus
9 19 (11.11%) Packer
10 15 (8.77%) Graphite
11 11 (6.43%) Nagios
12 9 (5.26%) Ambari
12 9 (5.26%) Hadoop YARN
12 9 (5.26%) Mesos
13 7 (4.09%) ZABBIX
14 5 (2.92%) Docker Swarm
15 4 (2.34%) HAProxy
15 4 (2.34%) Oracle Enterprise Manager
16 3 (1.75%) Consul
17 2 (1.17%) Rancher
Vendors
1 20 (11.70%) Hortonworks
2 18 (10.53%) IBM
2 18 (10.53%) Oracle
3 16 (9.36%) Microsoft
3 16 (9.36%) VMware
4 15 (8.77%) Google
5 13 (7.60%) Splunk
6 11 (6.43%) New Relic
7 9 (5.26%) AppDynamics
7 9 (5.26%) Solace
7 9 (5.26%) TIBCO
8 8 (4.68%) Red Hat
9 7 (4.09%) ServiceNow
10 6 (3.51%) TOWER Software
11 4 (2.34%) Riverbed
12 3 (1.75%) SaltStack
13 2 (1.17%) PagerDuty
13 2 (1.17%) Zend
14 1 (0.58%) Atlassian
14 1 (0.58%) Cisco