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 May 2017 with a comparison to the same period in the previous 2 years.

logstash UK
Location	3 months to 28 May 2017	Same period 2016	Same period 2015
Rank	722	806	856
Rank change year-on-year	+84	+50
Permanent jobs citing logstash	136	112	118
As % of all permanent IT jobs advertised in the UK	0.16%	0.11%	0.11%
As % of the Systems Management category	1.86%	1.32%	1.44%
Number of salaries quoted	107	89	76
Median salary	£65,000	£57,500	£60,000
Median salary % change year-on-year	+13.04%	-4.16%
90% offered a salary of more than	£45,000	£39,250	£45,000
10% offered a salary of more than	£85,000	£70,000	£71,250
UK excluding London median salary	£55,000	£54,000	£55,000
% change year-on-year	+1.85%	-1.81%

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	7321	8491	8167
As % of all permanent IT job vacancies advertised in the UK	8.61%	8.52%	7.56%
Number of salaries quoted	5844	6905	6468
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	£33,000	£32,500
10% offered a salary of more than	£80,000	£70,000	£75,000
UK excluding London median salary	£45,000	£45,000	£44,500
% change year-on-year	-	+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 May 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 May 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	+99	135	£65,000	+8.33%	15
London	+64	84	£65,000	+8.33%	9
South East	+71	26	£55,000	-4.34%	4
Berkshire	+33	14	£52,500	-8.69%
Yorkshire	+32	12	£60,000	-
Reading	+17	10	£55,000	-4.34%
Leeds	-	9	-	-
West Yorkshire	-	9	-	-
City of London	+28	7	£60,000	-4.00%	1
Brighton	-	7	-	-	1
East Sussex	-	7	-	-	1
North West	-	6	£44,000	-	2
Manchester	-	6	£44,000	-	2
East Midlands	+25	4	£52,500	+61.53%
Nottingham	+10	4	£52,500	+61.53%
Nottinghamshire	+9	4	£52,500	+61.53%
Stockport	-	4	£39,500	-	1
Hampshire	+22	3	£65,000	+18.18%	2
Windsor	-	3	£50,000	-
Portsmouth	-	3	£65,000	-
Sheffield	-	3	£60,000	-
South Yorkshire	-	3	£60,000	-
Cambridge	-	2	£70,000	-
East of England	-	2	£70,000	-
Cambridgeshire	-	2	£70,000	-
Surrey	+50	1	£45,000	-	1
South West	-5	1	£57,500	-8.00%
Bristol	-7	1	£57,500	-8.00%
Buckinghamshire	-	1	£67,500	-
Marlow	-	1	£67,500	-

logstash
Top 30 Co-occurring IT Skills

For the 6 months to 28 May 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	222 (78.45%)	Kibana
2	205 (72.44%)	Elasticsearch
3	194 (68.55%)	Elastic Stack
4	150 (53.00%)	Python
5	147 (51.94%)	Linux
6	140 (49.47%)	Agile Software Development
7	123 (43.46%)	Puppet
8	115 (40.64%)	Amazon AWS
9	110 (38.87%)	NoSQL
10	107 (37.81%)	Apache Solr
10	107 (37.81%)	Opscode Chef
10	107 (37.81%)	Ansible
11	106 (37.46%)	Java
12	100 (35.34%)	MySQL
12	100 (35.34%)	DevOps

13	97 (34.28%)	MongoDB
14	90 (31.80%)	Scrum
15	86 (30.39%)	Kanban
16	83 (29.33%)	TDD
17	80 (28.27%)	Degree
18	79 (27.92%)	Apache Cassandra
19	78 (27.56%)	Hadoop
20	75 (26.50%)	Git (software)
20	75 (26.50%)	Bash Shell
20	75 (26.50%)	Big Data
21	74 (26.15%)	Redis
22	70 (24.73%)	Ruby
23	69 (24.38%)	AngularJS
24	68 (24.03%)	Apache Spark
24	68 (24.03%)	Continuous Integration

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	205 (72.44%)	Elasticsearch
2	107 (37.81%)	Apache Solr
3	68 (24.03%)	Apache Spark
4	55 (19.43%)	Tomcat
5	54 (19.08%)	nginx
6	50 (17.67%)	OpenStack
7	49 (17.31%)	WebLogic
8	47 (16.61%)	Jetty
9	46 (16.25%)	JBoss
10	45 (15.90%)	WebSphere
11	37 (13.07%)	Apache
12	18 (6.36%)	WebSphere Application Server
13	10 (3.53%)	IIS
14	7 (2.47%)	Confluence
15	3 (1.06%)	DataSynapse
15	3 (1.06%)	NServiceBus

Applications
1	1 (0.35%)	Microsoft Excel
1	1 (0.35%)	Microsoft Office
1	1 (0.35%)	Microsoft PowerPoint
1	1 (0.35%)	MS Visio

Business Applications
1	10 (3.53%)	SAP Oil and Gas

Cloud Services
1	115 (40.64%)	Amazon AWS
2	58 (20.49%)	Microsoft Azure
3	35 (12.37%)	Amazon S3
4	20 (7.07%)	Google Cloud Platform
5	17 (6.01%)	Amazon EC2
6	13 (4.59%)	Amazon ELB
7	10 (3.53%)	IaaS
8	9 (3.18%)	Amazon CloudWatch
8	9 (3.18%)	AWS CloudFormation
9	8 (2.83%)	Google App Engine
10	7 (2.47%)	Route 53
11	6 (2.12%)	Datadog
12	4 (1.41%)	Virtual Private Cloud
13	3 (1.06%)	CloudFront
13	3 (1.06%)	GitHub
13	3 (1.06%)	Sumo Logic
14	2 (0.71%)	Amazon SQS
14	2 (0.71%)	AWS CloudTrail
14	2 (0.71%)	AWS Elastic Beanstalk
15	1 (0.35%)	AWS Lambda

Communications & Networking
1	24 (8.48%)	Firewall
2	18 (6.36%)	HTTP
3	16 (5.65%)	DNS
4	14 (4.95%)	SAN
5	11 (3.89%)	LDAP
6	10 (3.53%)	IMAP
6	10 (3.53%)	SMTP
6	10 (3.53%)	VPN
7	8 (2.83%)	Network Security
7	8 (2.83%)	OpenVPN
7	8 (2.83%)	SSH
8	7 (2.47%)	Cisco ASA
8	7 (2.47%)	Cisco Nexus
8	7 (2.47%)	Cisco PIX
8	7 (2.47%)	NAS
9	4 (1.41%)	NetScreen
10	3 (1.06%)	TCP/IP
11	2 (0.71%)	HTTPS
12	1 (0.35%)	IPv6
12	1 (0.35%)	SSL

Database & Business Intelligence
1	110 (38.87%)	NoSQL
2	100 (35.34%)	MySQL
3	97 (34.28%)	MongoDB
4	79 (27.92%)	Apache Cassandra
5	78 (27.56%)	Hadoop
6	75 (26.50%)	Big Data
7	74 (26.15%)	Redis
8	64 (22.61%)	Couchbase
8	64 (22.61%)	PostgreSQL
9	62 (21.91%)	Riak
9	62 (21.91%)	SQL Server
10	26 (9.19%)	Amazon DynamoDB
11	11 (3.89%)	Relational Database
12	9 (3.18%)	RethinkDB
13	8 (2.83%)	Amazon RDS
13	8 (2.83%)	HBase
14	7 (2.47%)	InfluxDB
15	6 (2.12%)	Data Warehouse
16	3 (1.06%)	Oracle Database
17	2 (0.71%)	Hazelcast

Development Applications
1	75 (26.50%)	Git (software)
2	65 (22.97%)	Jenkins
3	53 (18.73%)	TeamCity
4	13 (4.59%)	JIRA
4	13 (4.59%)	Maven
5	10 (3.53%)	Mercurial
6	9 (3.18%)	Sonatype Nexus
7	6 (2.12%)	Bitbucket
7	6 (2.12%)	Vagrant
8	5 (1.77%)	GitLab
8	5 (1.77%)	Travis CI
9	4 (1.41%)	Apache Continuum
9	4 (1.41%)	GoCD
9	4 (1.41%)	Hudson
9	4 (1.41%)	JUnit
10	3 (1.06%)	Artifactory
10	3 (1.06%)	Atlassian Bamboo
10	3 (1.06%)	Selenium
10	3 (1.06%)	Subversion
10	3 (1.06%)	Visual Studio

General
1	50 (17.67%)	Finance
2	41 (14.49%)	Banking
3	34 (12.01%)	Retail
4	32 (11.31%)	Telecoms
5	22 (7.77%)	Law
5	22 (7.77%)	Pharmaceutical
6	11 (3.89%)	Marketing
7	10 (3.53%)	Electronics
7	10 (3.53%)	Manufacturing
8	6 (2.12%)	Back Office
9	3 (1.06%)	Games
10	1 (0.35%)	Financial Institution
10	1 (0.35%)	Legal

Job Titles
1	119 (42.05%)	Developer
2	65 (22.97%)	DevOps Engineer
3	59 (20.85%)	Java Developer
4	55 (19.43%)	Senior Developer
5	29 (10.25%)	Senior Java Developer
6	19 (6.71%)	.NET Developer
7	16 (5.65%)	Administrator
7	16 (5.65%)	Linux Engineer
7	16 (5.65%)	Operations Engineer
8	15 (5.30%)	Digital Developer
8	15 (5.30%)	Infrastructure Engineer
9	14 (4.95%)	Analyst
9	14 (4.95%)	Systems Administrator
10	13 (4.59%)	Full Stack Developer
11	12 (4.24%)	JavaScript Developer
12	11 (3.89%)	Linux Administrator
12	11 (3.89%)	Linux/Unix DevOps
13	10 (3.53%)	Business Intelligence Developer
13	10 (3.53%)	Lead DevOps
13	10 (3.53%)	Lead DevOps Engineer

Libraries, Frameworks & Software Standards
1	194 (68.55%)	Elastic Stack
2	69 (24.38%)	AngularJS
3	68 (24.03%)	Lucene
4	59 (20.85%)	React
5	42 (14.84%)	Node.js
6	39 (13.78%)	.NET
7	36 (12.72%)	Sensu
8	31 (10.95%)	Django
9	27 (9.54%)	HTML
9	27 (9.54%)	Kafka
10	25 (8.83%)	.NET Core
10	25 (8.83%)	Aurelia
11	24 (8.48%)	Web Services
12	23 (8.13%)	Lambda Expressions
12	23 (8.13%)	RabbitMQ
12	23 (8.13%)	Serverless Framework
12	23 (8.13%)	Spring
13	20 (7.07%)	Hystrix
13	20 (7.07%)	Redux
14	19 (6.71%)	Spring Boot

Miscellaneous
1	44 (15.55%)	Computer Science
2	32 (11.31%)	Data Centre
3	25 (8.83%)	Enterprise Software
4	19 (6.71%)	Greenfield Project
5	17 (6.01%)	iPad
6	12 (4.24%)	Fintech
6	12 (4.24%)	Security Operations Centre
7	11 (3.89%)	Analytical Skills
7	11 (3.89%)	Linux Command Line
8	9 (3.18%)	Foreign Exchange (FX)
9	7 (2.47%)	Enterprise Storage
9	7 (2.47%)	Public Cloud
10	6 (2.12%)	Hedge funds
10	6 (2.12%)	Smartphone
11	4 (1.41%)	Algorithms
11	4 (1.41%)	Clustering
12	2 (0.71%)	Cyberthreat
12	2 (0.71%)	Mobile App
12	2 (0.71%)	User Experience
13	1 (0.35%)	Smart Home

Operating Systems
1	147 (51.94%)	Linux
2	44 (15.55%)	CentOS
3	31 (10.95%)	Windows
4	28 (9.89%)	Android
5	27 (9.54%)	Apple iOS
6	19 (6.71%)	Unix
7	16 (5.65%)	Windows Server
8	15 (5.30%)	Debian
8	15 (5.30%)	Ubuntu
9	12 (4.24%)	Red Hat Enterprise Linux
10	9 (3.18%)	Windows Server 2012
11	8 (2.83%)	Windows Server 2008
12	4 (1.41%)	SUSE
13	1 (0.35%)	Fedora

Processes & Methodologies
1	140 (49.47%)	Agile Software Development
2	100 (35.34%)	DevOps
3	90 (31.80%)	Scrum
4	86 (30.39%)	Kanban
5	83 (29.33%)	TDD
6	68 (24.03%)	Continuous Integration
7	62 (21.91%)	DSDM
7	62 (21.91%)	RUP
8	61 (21.55%)	OO
9	53 (18.73%)	Configuration Management
10	50 (17.67%)	Mentoring
11	49 (17.31%)	Open Source
12	48 (16.96%)	Multithreading
13	46 (16.25%)	Coaching
14	45 (15.90%)	Concurrent Programming
14	45 (15.90%)	UML
14	45 (15.90%)	Web Development
15	44 (15.55%)	Software Delivery
16	34 (12.01%)	Business Intelligence
17	28 (9.89%)	Auto-Scaling

Programming Languages
1	150 (53.00%)	Python
2	106 (37.46%)	Java
3	75 (26.50%)	Bash Shell
4	70 (24.73%)	Ruby
5	57 (20.14%)	C#
6	56 (19.79%)	JavaScript
7	44 (15.55%)	Perl
8	38 (13.43%)	SQL
9	31 (10.95%)	PHP
10	30 (10.60%)	ES6
10	30 (10.60%)	Go
11	12 (4.24%)	Shell Script
12	11 (3.89%)	Groovy
12	11 (3.89%)	R
13	8 (2.83%)	PL/SQL
14	7 (2.47%)	C++
15	5 (1.77%)	PowerShell
15	5 (1.77%)	Scala
16	3 (1.06%)	Clojure
16	3 (1.06%)	Jython

Qualifications
1	80 (28.27%)	Degree
2	38 (13.43%)	Computer Science Degree
3	13 (4.59%)	SC Cleared
3	13 (4.59%)	Security Cleared
4	8 (2.83%)	CEH
5	7 (2.47%)	CREST Certified
5	7 (2.47%)	OSCP
6	5 (1.77%)	CISSP
7	4 (1.41%)	GCIH
8	3 (1.06%)	GCFA
8	3 (1.06%)	GIAC
8	3 (1.06%)	GPEN
8	3 (1.06%)	ISTQB
8	3 (1.06%)	Master's Degree
8	3 (1.06%)	SANS
9	1 (0.35%)	CCNA
9	1 (0.35%)	Cisco Certification
9	1 (0.35%)	ITIL Foundation Certificate
9	1 (0.35%)	Numerate Degree
9	1 (0.35%)	RHCE

Quality Assurance & Compliance
1	12 (4.24%)	QA
2	10 (3.53%)	ISO/IEC 27001
3	3 (1.06%)	SSAE 16
4	2 (0.71%)	GPG13
5	1 (0.35%)	GCP
5	1 (0.35%)	ISO/IEC 27002
5	1 (0.35%)	PCI DSS

System Software
1	64 (22.61%)	Docker
2	21 (7.42%)	VMware Infrastructure
3	12 (4.24%)	Hyper-V
3	12 (4.24%)	Snort
4	10 (3.53%)	Xen
5	9 (3.18%)	Apache ZooKeeper
5	9 (3.18%)	Varnish
6	7 (2.47%)	OpenSSH
7	6 (2.12%)	HDFS
7	6 (2.12%)	Virtual Machines
8	3 (1.06%)	Ceph
9	2 (0.71%)	KVM
9	2 (0.71%)	VirtualBox
10	1 (0.35%)	iptables
10	1 (0.35%)	LXC
10	1 (0.35%)	NFS
10	1 (0.35%)	Postfix
10	1 (0.35%)	PowerDNS
10	1 (0.35%)	Squid
10	1 (0.35%)	zsh

Systems Management
1	222 (78.45%)	Kibana
2	123 (43.46%)	Puppet
3	107 (37.81%)	Ansible
3	107 (37.81%)	Opscode Chef
4	54 (19.08%)	Salt
5	47 (16.61%)	Terraform
6	39 (13.78%)	ZABBIX
7	36 (12.72%)	Nagios
8	35 (12.37%)	Packer
9	33 (11.66%)	Graphite
10	32 (11.31%)	Grafana
11	27 (9.54%)	Kubernetes
12	20 (7.07%)	StatsD
13	19 (6.71%)	HAProxy
14	10 (3.53%)	Galera Cluster
14	10 (3.53%)	Prometheus
15	9 (3.18%)	CFEngine
15	9 (3.18%)	Nmap
15	9 (3.18%)	QRadar
15	9 (3.18%)	Zipkin

Vendors
1	58 (20.49%)	Oracle
2	35 (12.37%)	Splunk
3	33 (11.66%)	Red Hat
4	31 (10.95%)	New Relic
5	21 (7.42%)	VMware
6	15 (5.30%)	Cisco
7	13 (4.59%)	Google
8	11 (3.89%)	Apple
8	11 (3.89%)	LogRhythm
8	11 (3.89%)	Sophos
9	10 (3.53%)	ArcSight
9	10 (3.53%)	Atlassian
9	10 (3.53%)	SAP
10	9 (3.18%)	AlienVault
11	8 (2.83%)	FireEye
11	8 (2.83%)	Fortinet
11	8 (2.83%)	HP
11	8 (2.83%)	Palo Alto
11	8 (2.83%)	Sourcefire
11	8 (2.83%)	TippingPoint