logstash Jobs

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 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

logstash UK
Location	3 months to 28 Jun 2017	Same period 2016	Same period 2015
Rank	729	828	819
Rank change year-on-year	+99	-9
Permanent jobs citing logstash	145	107	144
As % of all permanent IT jobs advertised in the UK	0.16%	0.11%	0.13%
As % of the Systems Management category	1.84%	1.25%	1.73%
Number of salaries quoted	117	95	100
Median salary	£65,000	£55,000	£60,000
Median salary % change year-on-year	+18.18%	-8.33%
90% offered a salary of more than	£51,500	£39,850	£44,750
10% offered a salary of more than	£85,000	£70,000	£72,500
UK excluding London median salary	£55,000	£54,500	£55,000
% change year-on-year	+0.91%	-0.90%

logstash is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

Systems Management Skills UK
Permanent job vacancies with a requirement for systems management skills	7871	8536	8306
As % of all permanent IT job vacancies advertised in the UK	8.85%	8.68%	7.59%
Number of salaries quoted	6378	6950	6560
Median salary	£55,000	£52,500	£50,000
Median salary % change year-on-year	+4.76%	+5.00%
90% offered a salary of more than	£35,000	£34,000	£32,500
10% offered a salary of more than	£80,000	£70,000	£75,000
UK excluding London median salary	£46,000	£45,000	£44,500
% change year-on-year	+2.22%	+1.12%

logstash
Job Vacancy Trend

The job posting trend of jobs advertised citing logstash as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

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.

logstash
Salary Histogram

The salary distribution of IT jobs citing logstash over the 3 months to 28 June 2017.

logstash
Top 30 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 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	+90	141	£65,000	+13.04%	22
London	+62	97	£70,000	+16.66%	18
South East	+47	23	£55,000	-4.34%	2
Berkshire	+27	9	£55,000	-4.34%
East Sussex	-	9	-	-
Brighton	-	9	-	-
City of London	+25	8	£60,000	-4.00%	2
Yorkshire	+11	8	£60,000	-	1
Leeds	-	7	-	-	1
West Yorkshire	-	7	-	-	1
Reading	+16	6	£55,000	-4.34%
East Midlands	+30	5	£52,500	+61.53%
Nottinghamshire	+4	5	£52,500	+61.53%
Nottingham	+4	5	£52,500	+61.53%
Hampshire	+13	3	£70,000	+12.00%	1
Basingstoke	+1	3	£70,000	+12.00%	1
Cambridge	-7	3	£70,000	-
East of England	-7	3	£70,000	+47.36%
Cambridgeshire	-9	3	£70,000	-
North West	-	3	£60,000	-	1
Windsor	-	3	£50,000	-
Manchester	-	3	£60,000	-	1
South West	-10	2	£57,500	-8.00%
Bristol	-22	2	£57,500	-8.00%
Hammersmith	-	2	£50,000	-	1
Docklands, London	-	1	£75,000	-
Stockport	-	1	£47,500	-
Marlow	-	1	£67,500	-
Buckinghamshire	-	1	£67,500	-
Surrey	-	1	£45,000	-

logstash
Top 30 Co-occurring IT Skills

For the 6 months to 28 June 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	237 (77.96%)	Kibana
2	226 (74.34%)	Elasticsearch
3	206 (67.76%)	Elastic Stack
4	162 (53.29%)	Python
5	161 (52.96%)	Linux
6	154 (50.66%)	Agile Software Development
7	143 (47.04%)	Puppet
8	137 (45.07%)	Amazon AWS
9	124 (40.79%)	DevOps
10	121 (39.80%)	Ansible
10	121 (39.80%)	Opscode Chef
11	118 (38.82%)	Java
11	118 (38.82%)	MySQL
12	114 (37.50%)	Apache Solr
12	114 (37.50%)	NoSQL

13	109 (35.86%)	MongoDB
14	94 (30.92%)	Scrum
15	93 (30.59%)	Apache Cassandra
15	93 (30.59%)	Redis
15	93 (30.59%)	Kanban
16	91 (29.93%)	TDD
17	89 (29.28%)	Hadoop
18	87 (28.62%)	Bash Shell
19	85 (27.96%)	Docker
20	83 (27.30%)	Git (software)
21	80 (26.32%)	Big Data
22	78 (25.66%)	PostgreSQL
23	77 (25.33%)	AngularJS
23	77 (25.33%)	Continuous Integration
24	76 (25.00%)	Degree

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	226 (74.34%)	Elasticsearch
2	114 (37.50%)	Apache Solr
3	71 (23.36%)	Apache Spark
4	66 (21.71%)	nginx
5	64 (21.05%)	OpenStack
6	63 (20.72%)	Tomcat
7	55 (18.09%)	WebLogic
8	53 (17.43%)	Jetty
9	52 (17.11%)	JBoss
10	50 (16.45%)	WebSphere
11	45 (14.80%)	Apache
12	22 (7.24%)	WebSphere Application Server
13	16 (5.26%)	IIS
14	8 (2.63%)	Confluence
15	6 (1.97%)	Cloud Foundry
15	6 (1.97%)	CloudStack
16	5 (1.64%)	DataSynapse
16	5 (1.64%)	NServiceBus
17	1 (0.33%)	Gunicorn
17	1 (0.33%)	Tornado

Applications
1	1 (0.33%)	Microsoft Excel
1	1 (0.33%)	Microsoft Office
1	1 (0.33%)	Microsoft PowerPoint
1	1 (0.33%)	MS Visio

Business Applications
1	15 (4.93%)	SAP Oil and Gas

Cloud Services
1	137 (45.07%)	Amazon AWS
2	64 (21.05%)	Microsoft Azure
3	36 (11.84%)	Amazon S3
4	30 (9.87%)	Google Cloud Platform
5	17 (5.59%)	Amazon EC2
5	17 (5.59%)	IaaS
6	16 (5.26%)	Amazon CloudWatch
7	13 (4.28%)	Amazon ELB
8	11 (3.62%)	AWS CloudFormation
9	8 (2.63%)	Google App Engine
10	7 (2.30%)	Route 53
11	6 (1.97%)	Datadog
11	6 (1.97%)	GitHub
12	5 (1.64%)	SaaS
13	4 (1.32%)	Virtual Private Cloud
14	3 (0.99%)	CloudFront
15	2 (0.66%)	Amazon SQS
15	2 (0.66%)	AWS CloudTrail
15	2 (0.66%)	AWS Elastic Beanstalk
16	1 (0.33%)	AWS Lambda

Communications & Networking
1	33 (10.86%)	Firewall
2	20 (6.58%)	DNS
3	19 (6.25%)	HTTP
4	11 (3.62%)	IMAP
4	11 (3.62%)	LDAP
4	11 (3.62%)	SAN
4	11 (3.62%)	SMTP
4	11 (3.62%)	VPN
5	10 (3.29%)	TCP/IP
6	8 (2.63%)	OpenVPN
7	7 (2.30%)	Cisco ASA
7	7 (2.30%)	Cisco Nexus
7	7 (2.30%)	Cisco PIX
8	6 (1.97%)	Network Security
8	6 (1.97%)	VLAN
9	4 (1.32%)	NAS
9	4 (1.32%)	NetScreen
9	4 (1.32%)	SSH
10	3 (0.99%)	HTTPS
11	2 (0.66%)	SMS

Database & Business Intelligence
1	118 (38.82%)	MySQL
2	114 (37.50%)	NoSQL
3	109 (35.86%)	MongoDB
4	93 (30.59%)	Apache Cassandra
4	93 (30.59%)	Redis
5	89 (29.28%)	Hadoop
6	80 (26.32%)	Big Data
7	78 (25.66%)	PostgreSQL
8	69 (22.70%)	Couchbase
8	69 (22.70%)	SQL Server
9	67 (22.04%)	Riak
10	27 (8.88%)	Amazon DynamoDB
11	15 (4.93%)	RethinkDB
12	13 (4.28%)	Relational Database
13	10 (3.29%)	HBase
13	10 (3.29%)	MariaDB
14	9 (2.96%)	InfluxDB
15	8 (2.63%)	Amazon RDS
16	6 (1.97%)	Data Warehouse
17	3 (0.99%)	Oracle Database

Development Applications
1	83 (27.30%)	Git (software)
2	72 (23.68%)	Jenkins
3	53 (17.43%)	TeamCity
4	15 (4.93%)	JIRA
5	11 (3.62%)	Mercurial
6	10 (3.29%)	Atlassian Bamboo
6	10 (3.29%)	Maven
7	9 (2.96%)	GitLab
7	9 (2.96%)	Sonatype Nexus
8	7 (2.30%)	Bitbucket
8	7 (2.30%)	Vagrant
9	5 (1.64%)	Hudson
10	4 (1.32%)	CircleCI
10	4 (1.32%)	GoCD
10	4 (1.32%)	JUnit
10	4 (1.32%)	Subversion
10	4 (1.32%)	Visual Studio
11	3 (0.99%)	Octopus Deploy
11	3 (0.99%)	Selenium
11	3 (0.99%)	Travis CI

General
1	53 (17.43%)	Finance
2	39 (12.83%)	Banking
3	37 (12.17%)	Telecoms
4	34 (11.18%)	Retail
5	22 (7.24%)	Law
5	22 (7.24%)	Pharmaceutical
6	16 (5.26%)	Marketing
7	15 (4.93%)	Electronics
7	15 (4.93%)	Manufacturing
8	6 (1.97%)	Back Office
9	2 (0.66%)	Front Office
9	2 (0.66%)	Games
10	1 (0.33%)	Financial Institution
10	1 (0.33%)	Legal

Job Titles
1	131 (43.09%)	Developer
2	84 (27.63%)	DevOps Engineer
3	62 (20.39%)	Java Developer
4	55 (18.09%)	Senior Developer
5	26 (8.55%)	Senior Java Developer
6	22 (7.24%)	.NET Developer
7	19 (6.25%)	Infrastructure Engineer
7	19 (6.25%)	Linux Engineer
8	17 (5.59%)	Operations Engineer
9	15 (4.93%)	Administrator
9	15 (4.93%)	Digital Developer
9	15 (4.93%)	JavaScript Developer
9	15 (4.93%)	Lead DevOps
9	15 (4.93%)	Lead DevOps Engineer
9	15 (4.93%)	Linux/Unix DevOps
10	13 (4.28%)	Full Stack Developer
10	13 (4.28%)	Systems Administrator
11	11 (3.62%)	C# Developer
11	11 (3.62%)	Java Engineer
11	11 (3.62%)	Senior .NET Developer

Libraries, Frameworks & Software Standards
1	206 (67.76%)	Elastic Stack
2	77 (25.33%)	AngularJS
3	73 (24.01%)	Lucene
4	65 (21.38%)	React
5	47 (15.46%)	Node.js
6	43 (14.14%)	.NET
7	42 (13.82%)	Sensu
8	33 (10.86%)	Django
8	33 (10.86%)	HTML
9	29 (9.54%)	RabbitMQ
10	27 (8.88%)	Web Services
11	26 (8.55%)	.NET Core
11	26 (8.55%)	Aurelia
11	26 (8.55%)	Kafka
12	24 (7.89%)	Lambda Expressions
12	24 (7.89%)	LAMP
12	24 (7.89%)	Serverless Framework
12	24 (7.89%)	Spring
13	23 (7.57%)	LEMP Stack
14	21 (6.91%)	Hystrix

Miscellaneous
1	44 (14.47%)	Computer Science
2	34 (11.18%)	Data Centre
3	29 (9.54%)	Enterprise Software
4	18 (5.92%)	Greenfield Project
5	17 (5.59%)	iPad
6	16 (5.26%)	Fintech
7	14 (4.61%)	Analytical Skills
8	9 (2.96%)	Foreign Exchange (FX)
9	8 (2.63%)	Public Cloud
10	7 (2.30%)	Security Operations Centre
11	6 (1.97%)	Linux Command Line
11	6 (1.97%)	Private Cloud
11	6 (1.97%)	Smartphone
12	5 (1.64%)	Algorithms
13	4 (1.32%)	Clustering
13	4 (1.32%)	Enterprise Storage
13	4 (1.32%)	Hedge funds
14	2 (0.66%)	Cyberthreat
14	2 (0.66%)	Mobile App
14	2 (0.66%)	User Experience

Operating Systems
1	161 (52.96%)	Linux
2	48 (15.79%)	CentOS
3	38 (12.50%)	Windows
4	29 (9.54%)	Android
5	28 (9.21%)	Apple iOS
6	21 (6.91%)	Unix
7	20 (6.58%)	Debian
8	17 (5.59%)	Ubuntu
9	16 (5.26%)	Windows Server
10	13 (4.28%)	Red Hat Enterprise Linux
11	9 (2.96%)	Windows Server 2012
12	8 (2.63%)	Windows Server 2008
13	4 (1.32%)	SUSE
14	2 (0.66%)	Fedora

Processes & Methodologies
1	154 (50.66%)	Agile Software Development
2	124 (40.79%)	DevOps
3	94 (30.92%)	Scrum
4	93 (30.59%)	Kanban
5	91 (29.93%)	TDD
6	77 (25.33%)	Continuous Integration
7	67 (22.04%)	DSDM
7	67 (22.04%)	OO
7	67 (22.04%)	RUP
8	61 (20.07%)	Configuration Management
9	56 (18.42%)	Mentoring
9	56 (18.42%)	Multithreading
10	51 (16.78%)	Coaching
10	51 (16.78%)	Concurrent Programming
10	51 (16.78%)	UML
10	51 (16.78%)	Web Development
11	47 (15.46%)	Open Source
12	45 (14.80%)	Software Delivery
13	39 (12.83%)	Business Intelligence
14	29 (9.54%)	E-Commerce

Programming Languages
1	162 (53.29%)	Python
2	118 (38.82%)	Java
3	87 (28.62%)	Bash Shell
4	71 (23.36%)	Ruby
5	65 (21.38%)	C#
6	59 (19.41%)	JavaScript
7	51 (16.78%)	Perl
8	37 (12.17%)	Go
8	37 (12.17%)	PHP
9	35 (11.51%)	SQL
10	34 (11.18%)	ES6
11	12 (3.95%)	Groovy
12	11 (3.62%)	R
12	11 (3.62%)	Shell Script
13	9 (2.96%)	C++
14	6 (1.97%)	PowerShell
15	5 (1.64%)	PL/SQL
15	5 (1.64%)	Scala
16	3 (0.99%)	Clojure
16	3 (0.99%)	Jython

Qualifications
1	76 (25.00%)	Degree
2	34 (11.18%)	Computer Science Degree
3	13 (4.28%)	SC Cleared
3	13 (4.28%)	Security Cleared
4	6 (1.97%)	CEH
5	5 (1.64%)	CREST Certified
6	4 (1.32%)	ISTQB
7	3 (0.99%)	CCNA
7	3 (0.99%)	Cisco Certification
7	3 (0.99%)	CISSP
7	3 (0.99%)	Master's Degree
7	3 (0.99%)	OSCP
8	2 (0.66%)	GCIH
9	1 (0.33%)	CISA
9	1 (0.33%)	GCFA
9	1 (0.33%)	GPEN
9	1 (0.33%)	ITIL Certification
9	1 (0.33%)	ITIL Foundation Certificate
9	1 (0.33%)	RHCE
9	1 (0.33%)	SANS

Quality Assurance & Compliance
1	11 (3.62%)	QA
2	7 (2.30%)	ISO/IEC 27001
3	5 (1.64%)	GCP
4	1 (0.33%)	GPG13
4	1 (0.33%)	ISO/IEC 27002 (supersedes ISO/IEC 17799)
4	1 (0.33%)	PCI DSS
4	1 (0.33%)	SSAE 16

System Software
1	85 (27.96%)	Docker
2	24 (7.89%)	VMware Infrastructure
3	15 (4.93%)	Hyper-V
3	15 (4.93%)	Varnish
4	12 (3.95%)	Xen
5	11 (3.62%)	Apache ZooKeeper
6	9 (2.96%)	Virtual Machines
7	8 (2.63%)	Snort
8	4 (1.32%)	HDFS
9	3 (0.99%)	Ceph
9	3 (0.99%)	LXC
9	3 (0.99%)	OpenSSH
10	2 (0.66%)	KVM
10	2 (0.66%)	NFS
10	2 (0.66%)	Postfix
10	2 (0.66%)	VirtualBox
11	1 (0.33%)	iptables
11	1 (0.33%)	PowerDNS
11	1 (0.33%)	Squid
11	1 (0.33%)	zsh

Systems Management
1	237 (77.96%)	Kibana
2	143 (47.04%)	Puppet
3	121 (39.80%)	Ansible
3	121 (39.80%)	Opscode Chef
4	54 (17.76%)	Salt
5	52 (17.11%)	ZABBIX
6	51 (16.78%)	Terraform
7	47 (15.46%)	Grafana
8	39 (12.83%)	Packer
9	37 (12.17%)	Graphite
9	37 (12.17%)	Kubernetes
10	30 (9.87%)	HAProxy
11	28 (9.21%)	Nagios
12	24 (7.89%)	StatsD
13	16 (5.26%)	Prometheus
14	15 (4.93%)	Zipkin
15	10 (3.29%)	Graylog
16	9 (2.96%)	CFEngine
16	9 (2.96%)	Galera Cluster
17	7 (2.30%)	QRadar

Vendors
1	60 (19.74%)	Oracle
2	33 (10.86%)	New Relic
3	31 (10.20%)	Red Hat
4	24 (7.89%)	VMware
5	23 (7.57%)	Splunk
6	21 (6.91%)	Google
7	15 (4.93%)	Cisco
7	15 (4.93%)	SAP
8	12 (3.95%)	Apple
9	8 (2.63%)	Atlassian
9	8 (2.63%)	Dell
9	8 (2.63%)	HP
10	7 (2.30%)	AlienVault
10	7 (2.30%)	LogRhythm
10	7 (2.30%)	SaltStack
10	7 (2.30%)	Sophos
11	6 (1.97%)	FireEye
11	6 (1.97%)	Palo Alto
11	6 (1.97%)	Sourcefire
11	6 (1.97%)	TippingPoint