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
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.

Salary trend for Artifactory in the UK

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 -

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
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
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