Artifactory Jobs

The following table provides summary statistics for permanent job vacancies with a requirement for Artifactory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artifactory over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

JFrog Artifactory UK
Location	3 months to 22 Jun 2017	Same period 2016	Same period 2015
Rank	796	895	898
Rank change year-on-year	+99	+3
Permanent jobs citing Artifactory	78	52	90
As % of all permanent IT jobs advertised in the UK	0.088%	0.053%	0.081%
As % of the Development Applications category	0.42%	0.29%	0.48%
Number of salaries quoted	52	30	43
Median salary	£58,000	£55,000	£58,000
Median salary % change year-on-year	+5.45%	-5.17%
90% offered a salary of more than	£41,600	£45,000	£35,369
10% offered a salary of more than	£77,500	£85,000	£70,000
UK excluding London median salary	£47,960	£45,000	£45,000
% change year-on-year	+6.57%	-

Artifactory is in the development application skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for development application skills.

Development Application Skills UK
Permanent job vacancies with a requirement for development application skills	18627	17887	18702
As % of all permanent IT job vacancies advertised in the UK	20.97%	18.14%	16.86%
Number of salaries quoted	15360	15504	15675
Median salary	£50,000	£50,000	£47,000
Median salary % change year-on-year	-	+6.38%
90% offered a salary of more than	£35,000	£33,500	£32,500
10% offered a salary of more than	£72,500	£65,000	£70,000
UK excluding London median salary	£45,000	£42,500	£42,000
% change year-on-year	+5.88%	+1.19%

Artifactory
Job Vacancy Trend

The job posting trend of jobs advertised citing Artifactory as a proportion of all permanent or contract IT jobs with a match in the Development Applications category.

Job vacancy trend for Artifactory in the UK

Artifactory
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artifactory.

Artifactory
Salary Histogram

The salary distribution of IT jobs citing Artifactory over the 3 months to 22 June 2017.

Salary histogram for Artifactory in the UK

Artifactory
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the UK over the 3 months to 22 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	+89	70	£58,000	+0.86%	11
London	+69	54	£60,000	+4.34%	7
South West	+19	11	£47,960	+27.89%
Bristol	-	11	£47,960	-
Scotland	0	6	£47,500	+5.55%	1
South East	+43	5	£58,000	-15.63%	1
City of London	+23	5	£60,000	+2.56%
Edinburgh	-14	5	-	-	1
Hackney	-	5	-	-
Hampshire	-	4	£58,000	-
Glasgow	+1	1	£47,500	+5.55%
Belfast	-	1	£70,000	-
Wales	-	1	£41,500	-
Northern Ireland	-	1	£70,000	-	1
Newport	-	1	£41,500	-
South Wales	-	1	£41,500	-
Reading	-	1	£32,500	-
Berkshire	-	1	£32,500	-
County Antrim	-	1	£70,000	-

Artifactory
Top 30 Co-occurring IT Skills

For the 6 months to 22 June 2017, IT jobs citing Artifactory 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 Artifactory.

1	105 (67.74%)	Git (software)
2	98 (63.23%)	DevOps
3	92 (59.35%)	Continuous Integration
4	90 (58.06%)	Java
5	83 (53.55%)	Agile Software Development
6	79 (50.97%)	Linux
7	78 (50.32%)	Puppet
7	78 (50.32%)	Opscode Chef
8	74 (47.74%)	Jenkins
9	70 (45.16%)	Python
10	66 (42.58%)	Docker
11	64 (41.29%)	Maven
12	55 (35.48%)	Ansible
13	54 (34.84%)	Open Source
14	52 (33.55%)	Amazon AWS

15	48 (30.97%)	TeamCity
15	48 (30.97%)	Subversion
16	42 (27.10%)	Continuous Delivery
17	40 (25.81%)	Spring
17	40 (25.81%)	PowerShell
18	38 (24.52%)	Test Automation
18	38 (24.52%)	Windows
19	37 (23.87%)	JavaScript
19	37 (23.87%)	Atlassian Bamboo
20	35 (22.58%)	Sonatype Nexus
21	34 (21.94%)	Bash Shell
21	34 (21.94%)	Perl
21	34 (21.94%)	Configuration Management
22	33 (21.29%)	Bitbucket
23	32 (20.65%)	BDD

Artifactory
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
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	24 (15.48%)	Tomcat
2	22 (14.19%)	WebSphere
3	20 (12.90%)	JBoss
4	18 (11.61%)	OpenStack
5	16 (10.32%)	WebLogic
6	12 (7.74%)	Apache
7	9 (5.81%)	Alfresco
7	9 (5.81%)	Cloud Foundry
7	9 (5.81%)	Oracle HTTP Server
7	9 (5.81%)	WebSphere Application Server
8	5 (3.23%)	IIS
9	4 (2.58%)	Elasticsearch
10	3 (1.94%)	Mongoose
11	2 (1.29%)	Jetty
11	2 (1.29%)	nginx
12	1 (0.65%)	Apache Spark
12	1 (0.65%)	NServiceBus
12	1 (0.65%)	WildFly

Applications
1	7 (4.52%)	Campfire

Cloud Services
1	52 (33.55%)	Amazon AWS
2	30 (19.35%)	Microsoft Azure
3	28 (18.06%)	GitHub
4	16 (10.32%)	PaaS
5	15 (9.68%)	AWS Elastic Beanstalk
5	15 (9.68%)	OpenShift
6	11 (7.10%)	Amazon EC2
6	11 (7.10%)	Amazon S3
7	9 (5.81%)	Sumo Logic
8	7 (4.52%)	Amazon SQS
8	7 (4.52%)	Asana
8	7 (4.52%)	AWS CloudFormation
8	7 (4.52%)	IaaS
8	7 (4.52%)	Slack
9	6 (3.87%)	Virtual Private Cloud
10	4 (2.58%)	Loggly
11	2 (1.29%)	Amazon CloudWatch
11	2 (1.29%)	AWS CloudTrail
11	2 (1.29%)	Cloud Computing
11	2 (1.29%)	Route 53

Communications & Networking
1	15 (9.68%)	HTTP
2	12 (7.74%)	VoIP
3	11 (7.10%)	LDAP
4	9 (5.81%)	IMAP
4	9 (5.81%)	SMTP
5	5 (3.23%)	Kerberos
6	4 (2.58%)	OpenLDAP
6	4 (2.58%)	POP3
7	3 (1.94%)	Network Security
7	3 (1.94%)	TCP/IP
8	2 (1.29%)	DNS
9	1 (0.65%)	Internet

Database & Business Intelligence
1	31 (20.00%)	SQL Server
2	28 (18.06%)	MySQL
3	19 (12.26%)	MongoDB
4	11 (7.10%)	PostgreSQL
5	7 (4.52%)	Amazon RDS
5	7 (4.52%)	NoSQL
6	6 (3.87%)	Apache Cassandra
6	6 (3.87%)	SQL Server 2012
7	4 (2.58%)	DB2
7	4 (2.58%)	Informix
8	3 (1.94%)	Hadoop
9	2 (1.29%)	Hazelcast
10	1 (0.65%)	Apache Hive
10	1 (0.65%)	Big Data
10	1 (0.65%)	Couchbase
10	1 (0.65%)	Flink
10	1 (0.65%)	HBase
10	1 (0.65%)	RavenDB
10	1 (0.65%)	Relational Database
10	1 (0.65%)	Sqoop

Development Applications
1	105 (67.74%)	Git (software)
2	74 (47.74%)	Jenkins
3	64 (41.29%)	Maven
4	48 (30.97%)	Subversion
4	48 (30.97%)	TeamCity
5	37 (23.87%)	Atlassian Bamboo
6	35 (22.58%)	Sonatype Nexus
7	33 (21.29%)	Bitbucket
8	31 (20.00%)	JIRA
9	28 (18.06%)	Gradle
10	24 (15.48%)	Ant
11	23 (14.84%)	JUnit
12	20 (12.90%)	Team Foundation Server
13	19 (12.26%)	Selenium
14	12 (7.74%)	CMake
14	12 (7.74%)	SonarQube
15	11 (7.10%)	Cucumber
15	11 (7.10%)	Grunt
15	11 (7.10%)	HP UFT
16	10 (6.45%)	Eclipse

General
1	26 (16.77%)	Finance
2	17 (10.97%)	Banking
3	13 (8.39%)	Retail
4	8 (5.16%)	Private Banking
4	8 (5.16%)	Retail Banking
5	7 (4.52%)	Investment Banking
5	7 (4.52%)	Marketing
6	2 (1.29%)	Telecoms
7	1 (0.65%)	Advertising

Job Titles
1	44 (28.39%)	DevOps Engineer
2	29 (18.71%)	Developer
3	28 (18.06%)	Architect
4	27 (17.42%)	DevOps Architect
5	25 (16.13%)	Java Developer
6	17 (10.97%)	Integration Engineer
6	17 (10.97%)	Software Engineer
7	12 (7.74%)	Java Engineer
8	11 (7.10%)	Automation Engineer
8	11 (7.10%)	Site Engineer
9	10 (6.45%)	Java Software Engineer
9	10 (6.45%)	Senior DevOps
10	8 (5.16%)	Senior Architect
11	7 (4.52%)	Senior Developer
11	7 (4.52%)	Senior Java Developer
12	6 (3.87%)	Android Developer
12	6 (3.87%)	Junior
12	6 (3.87%)	Junior DevOps
12	6 (3.87%)	Lead DevOps
12	6 (3.87%)	Test Engineer

Libraries, Frameworks & Software Standards
1	40 (25.81%)	Spring
2	27 (17.42%)	Hibernate
3	25 (16.13%)	Web Services
4	22 (14.19%)	.NET
4	22 (14.19%)	CSS
4	22 (14.19%)	HTML
5	21 (13.55%)	RESTful
6	16 (10.32%)	JSON
7	14 (9.03%)	LAMP
8	13 (8.39%)	REST
9	12 (7.74%)	Gherkin
9	12 (7.74%)	jQuery
9	12 (7.74%)	SOAP
10	11 (7.10%)	AngularJS
10	11 (7.10%)	Apache Camel
11	10 (6.45%)	ActiveMQ
11	10 (6.45%)	Spring Security
11	10 (6.45%)	XHTML
12	9 (5.81%)	HTML5
12	9 (5.81%)	Sensu

Miscellaneous
1	24 (15.48%)	User Experience
2	20 (12.90%)	Computer Science
3	14 (9.03%)	Data Centre
4	11 (7.10%)	Public Cloud
5	8 (5.16%)	Enterprise Software
6	7 (4.52%)	Virtual Team
7	5 (3.23%)	Mobile App
7	5 (3.23%)	Robotics
8	4 (2.58%)	Smart Meter
9	3 (1.94%)	Linux Command Line
10	2 (1.29%)	Fintech
11	1 (0.65%)	Greenfield Project

Operating Systems
1	79 (50.97%)	Linux
2	38 (24.52%)	Windows
3	11 (7.10%)	Windows Server
4	10 (6.45%)	CentOS
4	10 (6.45%)	Debian
4	10 (6.45%)	Red Hat Enterprise Linux
4	10 (6.45%)	Unix
4	10 (6.45%)	Windows Server 2008
5	6 (3.87%)	Android
6	5 (3.23%)	Apple iOS
7	4 (2.58%)	Windows Server 2012
8	3 (1.94%)	CoreOS
8	3 (1.94%)	SUSE
9	2 (1.29%)	Solaris
9	2 (1.29%)	Ubuntu

Processes & Methodologies
1	98 (63.23%)	DevOps
2	92 (59.35%)	Continuous Integration
3	83 (53.55%)	Agile Software Development
4	54 (34.84%)	Open Source
5	42 (27.10%)	Continuous Delivery
6	38 (24.52%)	Test Automation
7	34 (21.94%)	Configuration Management
8	32 (20.65%)	BDD
9	30 (19.35%)	Scrum
10	28 (18.06%)	Software Engineering
11	26 (16.77%)	Release Automation
12	24 (15.48%)	TDD
12	24 (15.48%)	Unit Testing
13	20 (12.90%)	Target Operating Model
13	20 (12.90%)	Technical Architecture
14	17 (10.97%)	Migration
15	15 (9.68%)	SDLC
16	14 (9.03%)	SOA
17	13 (8.39%)	E-Commerce
18	12 (7.74%)	Microservices

Programming Languages
1	90 (58.06%)	Java
2	70 (45.16%)	Python
3	40 (25.81%)	PowerShell
4	37 (23.87%)	JavaScript
5	34 (21.94%)	Bash Shell
5	34 (21.94%)	Perl
6	31 (20.00%)	Ruby
7	22 (14.19%)	SQL
8	17 (10.97%)	C#
9	9 (5.81%)	Go
10	8 (5.16%)	C++
11	6 (3.87%)	Scala
11	6 (3.87%)	T-SQL
12	4 (2.58%)	AWK
12	4 (2.58%)	Groovy
12	4 (2.58%)	PL/SQL
13	1 (0.65%)	C
13	1 (0.65%)	TypeScript

Qualifications
1	17 (10.97%)	Degree
2	13 (8.39%)	Security Cleared
3	11 (7.10%)	Computer Science Degree
4	10 (6.45%)	A+ Certification
5	4 (2.58%)	SC Cleared
6	1 (0.65%)	ISTQB

Quality Assurance & Compliance
1	11 (7.10%)	QA
2	5 (3.23%)	PCI DSS
3	4 (2.58%)	HMG Security Policy Framework
3	4 (2.58%)	ISO/IEC 27001

System Software
1	66 (42.58%)	Docker
2	10 (6.45%)	VMware Infrastructure
3	8 (5.16%)	VirtualBox
4	7 (4.52%)	vCloud
4	7 (4.52%)	vSphere
5	6 (3.87%)	Hyper-V
6	4 (2.58%)	Dovecot
6	4 (2.58%)	LXC
7	3 (1.94%)	Virtual Machines
8	2 (1.29%)	Active Directory
8	2 (1.29%)	Apache ZooKeeper
9	1 (0.65%)	HDFS

Systems Management
1	78 (50.32%)	Opscode Chef
1	78 (50.32%)	Puppet
2	55 (35.48%)	Ansible
3	30 (19.35%)	Rundeck
4	21 (13.55%)	Nagios
5	17 (10.97%)	Terraform
6	13 (8.39%)	Grafana
7	6 (3.87%)	Kibana
8	5 (3.23%)	Salt
9	4 (2.58%)	Kubernetes
9	4 (2.58%)	Marathon
9	4 (2.58%)	Mesos
10	3 (1.94%)	logstash
11	2 (1.29%)	HAProxy
11	2 (1.29%)	Packer
11	2 (1.29%)	Prometheus
11	2 (1.29%)	vCenter Server
12	1 (0.65%)	Consul
12	1 (0.65%)	Docker Swarm

Vendors
1	27 (17.42%)	IBM
2	24 (15.48%)	Cognizant
3	23 (14.84%)	Splunk
4	21 (13.55%)	CA
5	17 (10.97%)	AppDynamics
6	16 (10.32%)	Red Hat
7	14 (9.03%)	Oracle
8	11 (7.10%)	Microsoft
9	10 (6.45%)	VMware
10	9 (5.81%)	PagerDuty
11	5 (3.23%)	New Relic
11	5 (3.23%)	Xamarin
12	4 (2.58%)	Telerik
13	3 (1.94%)	CA Agile Central
14	2 (1.29%)	Atlassian
14	2 (1.29%)	TIBCO
15	1 (0.65%)	Dynatrace
15	1 (0.65%)	Google
15	1 (0.65%)	hybris
15	1 (0.65%)	WSO2