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

JFrog Artifactory
UK
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 766 831 928
Rank change year-on-year +65 +97  
Permanent jobs citing Artifactory 86 119 41
As % of all permanent IT jobs advertised in the UK 0.10% 0.11% 0.038%
As % of the Development Applications category 0.51% 0.63% 0.23%
Number of salaries quoted 52 96 17
Median salary £60,000 £50,000 £46,500
Median salary % change year-on-year +20.00% +7.52%  
90% offered a salary of more than £41,500 £40,000 £21,500
10% offered a salary of more than £97,000 £70,000 £64,000
UK excluding London median salary £45,000 £47,500 £35,000
% change year-on-year -5.26% +35.71%  

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 16911 18913 17520
As % of all permanent IT job vacancies advertised in the UK 19.78% 18.08% 16.27%
Number of salaries quoted 14204 16193 14714
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.55%  
90% offered a salary of more than £33,000 £32,500 £32,500
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 30 March 2017.

Salary histogram for Artifactory in the UK

Artifactory
Top 27 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 30 March 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 +57 77 £65,000 +18.18% 11
London +119 66 £67,500 +8.00% 9
City of London +41 8 £60,000 -29.41% 1
Newport - 6 £39,500 -
South Wales - 6 £39,500 -
Wales - 6 £39,500 -
Kingston Upon Thames +17 4 £50,000 -20.00%
North West -12 4 £75,649 +26.08%
South East +36 3 £45,000 -18.18% 1
Berkshire +18 3 £45,000 -18.18%
Reading +16 3 £45,000 -18.18%
Blackpool - 3 £75,649 -
Lancashire - 3 £75,649 -
South West +1 2 £41,250 -41.07% 1
Scotland -5 2 - -
East of England +32 1 £50,000 +25.00%
Cambridgeshire +11 1 £50,000 +25.00%
Glasgow +3 1 - -
Cambridge +3 1 £50,000 +25.00%
Edinburgh -12 1 - -
Manchester -23 1 £35,000 -41.66%
Bristol -32 1 £40,000 -42.85%
Devon - 1 £42,500 - 1
Hammersmith - 1 £70,000 -
Peterborough - 1 £50,000 -
Stevenage - 1 £50,000 -
Hertfordshire - 1 £50,000 -

For the 6 months to 30 March 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.

1 112 (72.26%) Java
2 108 (69.68%) Agile Software Development
3 103 (66.45%) Git (software)
4 101 (65.16%) Jenkins
5 94 (60.65%) Continuous Integration
6 78 (50.32%) Linux
7 73 (47.10%) Spring
8 68 (43.87%) BDD
9 66 (42.58%) Maven
9 66 (42.58%) Web Services
10 65 (41.94%) JavaScript
11 63 (40.65%) DevOps
12 59 (38.06%) HTML
12 59 (38.06%) CSS
12 59 (38.06%) Scrum
13 55 (35.48%) Opscode Chef
14 53 (34.19%) Python
14 53 (34.19%) Open Source
14 53 (34.19%) JSON
15 51 (32.90%) Sonatype Nexus
16 49 (31.61%) TDD
16 49 (31.61%) Puppet
17 46 (29.68%) Subversion
18 45 (29.03%) Amazon AWS
19 42 (27.10%) MongoDB
19 42 (27.10%) WebSphere
19 42 (27.10%) MySQL
19 42 (27.10%) Gradle
20 39 (25.16%) Docker
20 39 (25.16%) RESTful

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 42 (27.10%) WebSphere
2 33 (21.29%) WebLogic
3 31 (20.00%) JBoss
4 25 (16.13%) Alfresco
4 25 (16.13%) WebSphere Application Server
5 19 (12.26%) Tomcat
6 15 (9.68%) Apache
7 12 (7.74%) OpenStack
8 9 (5.81%) Cloud Foundry
8 9 (5.81%) Elasticsearch
9 7 (4.52%) IIS
10 5 (3.23%) Confluence
11 4 (2.58%) NServiceBus
11 4 (2.58%) Oracle HTTP Server
12 2 (1.29%) Jetty
12 2 (1.29%) nginx
12 2 (1.29%) WildFly
13 1 (0.65%) Apache Spark
Applications
1 2 (1.29%) MS Excel
Cloud Services
1 45 (29.03%) Amazon AWS
2 31 (20.00%) Microsoft Azure
3 27 (17.42%) GitHub
4 13 (8.39%) OpenShift
5 12 (7.74%) PaaS
6 9 (5.81%) AWS Elastic Beanstalk
7 8 (5.16%) Amazon EC2
7 8 (5.16%) Amazon S3
7 8 (5.16%) Virtual Private Cloud
8 4 (2.58%) Amazon SQS
8 4 (2.58%) AWS CloudFormation
8 4 (2.58%) Loggly
8 4 (2.58%) Route 53
9 3 (1.94%) IaaS
10 2 (1.29%) Amazon CloudWatch
10 2 (1.29%) AWS CloudTrail
10 2 (1.29%) Cloud Computing
10 2 (1.29%) CloudFront
10 2 (1.29%) Slack
11 1 (0.65%) AWS Lambda
Communications & Networking
1 10 (6.45%) HTTP
2 8 (5.16%) VoIP
3 5 (3.23%) LDAP
4 4 (2.58%) IMAP
4 4 (2.58%) Internet
4 4 (2.58%) OpenLDAP
4 4 (2.58%) POP3
4 4 (2.58%) SMTP
5 3 (1.94%) TCP/IP
6 2 (1.29%) DNS
7 1 (0.65%) Kerberos
7 1 (0.65%) Network Security
Database & Business Intelligence
1 42 (27.10%) MongoDB
1 42 (27.10%) MySQL
2 27 (17.42%) SQL Server
3 9 (5.81%) NoSQL
4 7 (4.52%) Apache Cassandra
4 7 (4.52%) SQL Server 2012
5 6 (3.87%) PostgreSQL
6 4 (2.58%) Amazon RDS
6 4 (2.58%) Hadoop
6 4 (2.58%) Informix
6 4 (2.58%) RavenDB
7 3 (1.94%) Couchbase
8 2 (1.29%) Flink
8 2 (1.29%) Hazelcast
8 2 (1.29%) HBase
9 1 (0.65%) Apache Hive
9 1 (0.65%) Big Data
9 1 (0.65%) Data Warehouse
9 1 (0.65%) RDBMS
9 1 (0.65%) Sqoop
Development Applications
1 103 (66.45%) Git (software)
2 101 (65.16%) Jenkins
3 66 (42.58%) Maven
4 51 (32.90%) Sonatype Nexus
5 46 (29.68%) Subversion
6 42 (27.10%) Gradle
7 35 (22.58%) JUnit
7 35 (22.58%) Selenium
8 32 (20.65%) Cucumber
8 32 (20.65%) TeamCity
9 23 (14.84%) Atlassian Bamboo
10 20 (12.90%) Ant
11 18 (11.61%) Bitbucket
12 17 (10.97%) JIRA
13 14 (9.03%) Team Foundation Server
14 13 (8.39%) Eclipse
14 13 (8.39%) Visual Studio
15 12 (7.74%) IntelliJ
16 10 (6.45%) NuGet
16 10 (6.45%) Vagrant
General
1 17 (10.97%) Retail
2 15 (9.68%) Finance
3 2 (1.29%) Advertising
3 2 (1.29%) Banking
4 1 (0.65%) Games
4 1 (0.65%) Retail Banking
4 1 (0.65%) Telecoms
Job Titles
1 59 (38.06%) Developer
2 50 (32.26%) Java Developer
3 49 (31.61%) Architect
4 27 (17.42%) DevOps Engineer
5 25 (16.13%) DevOps Architect
6 20 (12.90%) Open Source Developer
7 16 (10.32%) Senior Developer
7 16 (10.32%) Senior Java Developer
7 16 (10.32%) Technical Architect
8 14 (9.03%) Java Architect
9 9 (5.81%) Integration Engineer
9 9 (5.81%) Senior Architect
10 8 (5.16%) Java Technical Architect
11 7 (4.52%) Agile Developer
12 6 (3.87%) Android Developer
12 6 (3.87%) Senior DevOps
12 6 (3.87%) Solutions Architect
13 5 (3.23%) Agile Java Developer
13 5 (3.23%) Senior Java Architect
13 5 (3.23%) Systems Engineer
Libraries, Frameworks & Software Standards
1 73 (47.10%) Spring
2 66 (42.58%) Web Services
3 59 (38.06%) CSS
3 59 (38.06%) HTML
4 53 (34.19%) JSON
5 39 (25.16%) RESTful
6 37 (23.87%) Hibernate
6 37 (23.87%) REST
7 31 (20.00%) jQuery
8 28 (18.06%) ActiveMQ
8 28 (18.06%) Gherkin
9 26 (16.77%) .NET
10 25 (16.13%) Spring Security
10 25 (16.13%) XHTML
11 24 (15.48%) AngularJS
11 24 (15.48%) HTML5
11 24 (15.48%) J2EE
11 24 (15.48%) JMS
11 24 (15.48%) Spring MVC
12 14 (9.03%) SOAP
Miscellaneous
1 17 (10.97%) User Experience
2 10 (6.45%) Computer Science
3 8 (5.16%) Data Centre
4 5 (3.23%) Mobile App
4 5 (3.23%) Public Cloud
5 3 (1.94%) Linux Command Line
5 3 (1.94%) Smart Meter
6 2 (1.29%) Enterprise Software
7 1 (0.65%) Fintech
7 1 (0.65%) Online Games
Operating Systems
1 78 (50.32%) Linux
2 28 (18.06%) Unix
3 26 (16.77%) Windows
4 6 (3.87%) Android
4 6 (3.87%) Debian
5 5 (3.23%) Apple iOS
5 5 (3.23%) Red Hat Enterprise Linux
6 3 (1.94%) Windows Server
7 2 (1.29%) CentOS
7 2 (1.29%) CoreOS
7 2 (1.29%) Ubuntu
8 1 (0.65%) SUSE
8 1 (0.65%) Windows Server 2008
8 1 (0.65%) Windows Server 2012
Processes & Methodologies
1 108 (69.68%) Agile Software Development
2 94 (60.65%) Continuous Integration
3 68 (43.87%) BDD
4 63 (40.65%) DevOps
5 59 (38.06%) Scrum
6 53 (34.19%) Open Source
7 49 (31.61%) TDD
8 36 (23.23%) MVC
9 32 (20.65%) Continuous Delivery
9 32 (20.65%) Refactoring
9 32 (20.65%) SOA
10 29 (18.71%) Configuration Management
11 25 (16.13%) Continuous Improvement
11 25 (16.13%) Document Management
11 25 (16.13%) Infrastructure Management
12 22 (14.19%) Software Engineering
13 21 (13.55%) Open Source Development
14 17 (10.97%) Target Operating Model
14 17 (10.97%) Technical Architecture
15 12 (7.74%) Unit Testing
Programming Languages
1 112 (72.26%) Java
2 65 (41.94%) JavaScript
3 53 (34.19%) Python
4 34 (21.94%) Perl
5 31 (20.00%) PowerShell
6 26 (16.77%) Ruby
7 24 (15.48%) Bash Shell
8 19 (12.26%) C#
9 11 (7.10%) SQL
10 10 (6.45%) C++
11 9 (5.81%) Scala
12 5 (3.23%) TypeScript
13 4 (2.58%) AWK
13 4 (2.58%) C
13 4 (2.58%) Groovy
14 2 (1.29%) PHP
15 1 (0.65%) T-SQL
Qualifications
1 29 (18.71%) Security Cleared
2 12 (7.74%) Degree
3 7 (4.52%) A+ Certification
4 4 (2.58%) SC Cleared
5 1 (0.65%) ISTQB
5 1 (0.65%) Microsoft Certification
Quality Assurance & Compliance
1 18 (11.61%) QA
2 4 (2.58%) HMG Security Policy Framework
2 4 (2.58%) ISO/IEC 27001
System Software
1 39 (25.16%) Docker
2 9 (5.81%) VMware Infrastructure
3 8 (5.16%) vCloud
3 8 (5.16%) vSphere
4 5 (3.23%) Hyper-V
4 5 (3.23%) VirtualBox
5 4 (2.58%) Dovecot
5 4 (2.58%) LXC
6 2 (1.29%) Apache ZooKeeper
6 2 (1.29%) KVM
6 2 (1.29%) Virtual Machines
7 1 (0.65%) HDFS
Systems Management
1 55 (35.48%) Opscode Chef
2 49 (31.61%) Puppet
3 34 (21.94%) Ansible
4 18 (11.61%) Rundeck
5 10 (6.45%) Terraform
6 9 (5.81%) Nagios
7 5 (3.23%) Kibana
7 5 (3.23%) Kubernetes
7 5 (3.23%) Salt
8 4 (2.58%) Consul
8 4 (2.58%) logstash
9 2 (1.29%) Grafana
9 2 (1.29%) HAProxy
9 2 (1.29%) Packer
10 1 (0.65%) Docker Swarm
10 1 (0.65%) Marathon
10 1 (0.65%) Mesos
Vendors
1 27 (17.42%) IBM
2 26 (16.77%) hybris
3 21 (13.55%) Cognizant
4 18 (11.61%) CA
5 14 (9.03%) Microsoft
6 12 (7.74%) Oracle
7 9 (5.81%) VMware
8 6 (3.87%) New Relic
8 6 (3.87%) Red Hat
9 5 (3.23%) Splunk
9 5 (3.23%) Xamarin
10 4 (2.58%) Atlassian
11 2 (1.29%) Google
11 2 (1.29%) WSO2
12 1 (0.65%) CA Agile Central
12 1 (0.65%) Marin
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