Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Artifactory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artifactory over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 991 1110 1118
Rank change year-on-year +119 +8 +83
Permanent jobs citing Artifactory 160 102 160
As % of all permanent IT jobs advertised in England 0.095% 0.057% 0.078%
As % of the Development Applications category 0.46% 0.30% 0.44%
Number of salaries quoted 113 64 95
England median annual salary £70,000 £57,500 £70,000
Median salary % change year-on-year +21.74% -17.86% +40.00%
10th Percentile £43,164 £45,000 £43,500
90th Percentile £100,000 £80,000 £85,000
UK median annual salary £67,500 £57,500 £52,500
% change year-on-year +17.39% +9.52% +5.00%

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

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 34416 33468 36343
As % of all permanent IT jobs advertised in England 20.38% 18.65% 17.62%
Number of salaries quoted 28281 29197 30984
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £30,000 £30,000
90th Percentile £75,000 £75,000 £70,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Artifactory
Job Vacancy Trend in England

Job postings citing Artifactory as a percentage of all IT jobs advertised in England.

Job vacancy trend for Artifactory in England

Artifactory
Salary Trend in England

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

Salary trend for Artifactory in England

Artifactory
Salary Histogram in England

The salary distribution of IT jobs citing Artifactory in England over the 6 months to 17 November 2017.

Salary histogram for Artifactory in England

Artifactory
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the England region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +74 113 £85,000 +36.00% 6
South West +16 17 £47,960 +4.83% 1
North of England - 17 £50,000 - 3
North East - 13 £50,000 -
Midlands +28 6 £50,000 -9.09%
East of England - 4 £51,945 - 1
North West - 4 £60,000 - 2
South East +33 3 - -
West Midlands +18 3 £50,000 +11.11%
East Midlands +14 3 - -
Artifactory
UK

For the 6 months to 17 November 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 across the England region with a requirement for Artifactory.

1 109 (68.13%) Jenkins
2 102 (63.75%) Git (software)
3 98 (61.25%) DevOps
4 90 (56.25%) Java
4 90 (56.25%) Python
5 87 (54.38%) Amazon AWS
6 85 (53.13%) Agile Software Development
7 84 (52.50%) Linux
8 83 (51.88%) Ansible
9 80 (50.00%) Continuous Integration
10 64 (40.00%) Opscode Chef
11 54 (33.75%) Docker
12 49 (30.63%) Maven
12 49 (30.63%) Puppet
13 48 (30.00%) Finance
14 45 (28.13%) Continuous Delivery
15 44 (27.50%) SQL
16 43 (26.88%) Ruby
16 43 (26.88%) Terraform
17 41 (25.63%) Microsoft Azure
18 39 (24.38%) Configuration Management
19 38 (23.75%) JavaScript
20 37 (23.13%) MySQL
21 35 (21.88%) Open Source
21 35 (21.88%) Computer Science
21 35 (21.88%) Bitbucket
22 33 (20.63%) JIRA
22 33 (20.63%) Software Engineering
23 32 (20.00%) TeamCity
24 31 (19.38%) Degree

Artifactory
Co-occurring IT Skills in England 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 19 (11.88%) Confluence
2 13 (8.13%) Tomcat
3 12 (7.50%) Apache Spark
4 11 (6.88%) OpenStack
5 4 (2.50%) JBoss
6 3 (1.88%) Apache
6 3 (1.88%) nginx
6 3 (1.88%) WebLogic
7 2 (1.25%) Elasticsearch
8 1 (0.63%) Apache Solr
8 1 (0.63%) NServiceBus
8 1 (0.63%) WebSphere
8 1 (0.63%) WildFly
Applications
1 15 (9.38%) Microsoft Excel
Business Applications
1 4 (2.50%) R3 Corda
Cloud Services
1 87 (54.38%) Amazon AWS
2 41 (25.63%) Microsoft Azure
3 24 (15.00%) GitHub
4 16 (10.00%) SaaS
5 13 (8.13%) Datadog
5 13 (8.13%) PaaS
6 11 (6.88%) Amazon EC2
6 11 (6.88%) Google Cloud Platform
7 10 (6.25%) Amazon S3
8 9 (5.63%) AWS CloudFormation
8 9 (5.63%) AWS Elastic Beanstalk
8 9 (5.63%) IaaS
9 8 (5.00%) Amazon SQS
9 8 (5.00%) Sumo Logic
10 6 (3.75%) OpenShift
11 4 (2.50%) Cloud Computing
11 4 (2.50%) npm
12 3 (1.88%) Route 53
12 3 (1.88%) Virtual Private Cloud
13 2 (1.25%) Amazon ElastiCache
Communications & Networking
1 14 (8.75%) TCP/IP
2 11 (6.88%) DNS
2 11 (6.88%) Firewall
2 11 (6.88%) VPN
3 8 (5.00%) ICMP
4 4 (2.50%) LDAP
5 3 (1.88%) Bluetooth
5 3 (1.88%) HTTP
5 3 (1.88%) SSL
5 3 (1.88%) Wi-Fi
6 2 (1.25%) OpenLDAP
7 1 (0.63%) Internet
7 1 (0.63%) NetScaler
7 1 (0.63%) SMTP
Database & Business Intelligence
1 37 (23.13%) MySQL
2 26 (16.25%) SQL Server
3 23 (14.38%) NoSQL
4 19 (11.88%) Amazon RDS
5 18 (11.25%) Hadoop
5 18 (11.25%) MongoDB
6 8 (5.00%) Big Data
7 7 (4.38%) Apache Cassandra
8 5 (3.13%) Blockchain
9 4 (2.50%) Apache Hive
9 4 (2.50%) Data Warehouse
9 4 (2.50%) DB2
9 4 (2.50%) Flink
9 4 (2.50%) HBase
9 4 (2.50%) Impala
9 4 (2.50%) PostgreSQL
10 2 (1.25%) Amazon DynamoDB
10 2 (1.25%) Couchbase
11 1 (0.63%) RavenDB
11 1 (0.63%) Relational Database
Development Applications
1 109 (68.13%) Jenkins
2 102 (63.75%) Git (software)
3 49 (30.63%) Maven
4 35 (21.88%) Bitbucket
5 33 (20.63%) JIRA
6 32 (20.00%) TeamCity
7 26 (16.25%) Sonatype Nexus
7 26 (16.25%) Subversion
8 20 (12.50%) Gradle
8 20 (12.50%) Selenium
9 19 (11.88%) Atlassian Bamboo
10 16 (10.00%) JUnit
11 15 (9.38%) Team Foundation Server
12 14 (8.75%) GitLab
13 13 (8.13%) Spock
14 11 (6.88%) TestNG
15 10 (6.25%) Ant
15 10 (6.25%) Appium
15 10 (6.25%) Octopus Deploy
16 8 (5.00%) Gatling
General
1 48 (30.00%) Finance
2 20 (12.50%) Marketing
3 18 (11.25%) Banking
4 12 (7.50%) Electronics
4 12 (7.50%) Manufacturing
4 12 (7.50%) Telecoms
5 8 (5.00%) Private Banking
6 6 (3.75%) Retail
7 2 (1.25%) Financial Institution
8 1 (0.63%) Games
8 1 (0.63%) Retail Banking
Job Titles
1 42 (26.25%) DevOps Engineer
2 28 (17.50%) Architect
3 27 (16.88%) Senior DevOps
4 26 (16.25%) Developer
4 26 (16.25%) Senior Architect
5 24 (15.00%) DevOps Architect
6 17 (10.63%) Software Engineer
7 15 (9.38%) Lead Developer
8 11 (6.88%) Build Engineer
8 11 (6.88%) Infrastructure Engineer
8 11 (6.88%) WebOps Engineer
9 10 (6.25%) Java Engineer
10 9 (5.63%) Integration Engineer
11 7 (4.38%) Lead Software Engineer
11 7 (4.38%) Principal Engineer
11 7 (4.38%) Site Engineer
11 7 (4.38%) Technical Leader
12 6 (3.75%) Automation Engineer
12 6 (3.75%) Cloud Engineer
12 6 (3.75%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 31 (19.38%) REST
2 30 (18.75%) CSS
3 29 (18.13%) Web Services
4 26 (16.25%) AngularJS
4 26 (16.25%) HTML
4 26 (16.25%) HTML5
5 23 (14.38%) React
5 23 (14.38%) Spring
6 20 (12.50%) Node.js
7 14 (8.75%) Elastic Stack
8 13 (8.13%) Kafka
9 11 (6.88%) .NET
9 11 (6.88%) Hibernate
10 8 (5.00%) CSS3
10 8 (5.00%) Dropwizard
10 8 (5.00%) J2EE
10 8 (5.00%) JSON
10 8 (5.00%) Sensu
10 8 (5.00%) SOAP
10 8 (5.00%) XML
Miscellaneous
1 35 (21.88%) Computer Science
2 22 (13.75%) Analytical Skills
3 19 (11.88%) Public Cloud
4 16 (10.00%) Fixed Income
5 15 (9.38%) Derivative
5 15 (9.38%) Foreign Exchange (FX)
6 8 (5.00%) User Experience
7 5 (3.13%) Virtual Team
8 3 (1.88%) Driving Licence
8 3 (1.88%) Enterprise Software
8 3 (1.88%) Fintech
9 2 (1.25%) CESG
9 2 (1.25%) Management Information System
10 1 (0.63%) Greenfield Project
10 1 (0.63%) Mainframe
10 1 (0.63%) Mobile App
10 1 (0.63%) Private Cloud
10 1 (0.63%) SWIFT
Operating Systems
1 84 (52.50%) Linux
2 16 (10.00%) Windows
3 13 (8.13%) Unix
4 10 (6.25%) CentOS
4 10 (6.25%) Red Hat Enterprise Linux
5 9 (5.63%) Windows Server
6 8 (5.00%) Windows Server 2008
7 6 (3.75%) Windows Server 2012
8 4 (2.50%) Ubuntu
9 3 (1.88%) Android
9 3 (1.88%) Apple iOS
9 3 (1.88%) CoreOS
10 2 (1.25%) Solaris
11 1 (0.63%) VME
Processes & Methodologies
1 98 (61.25%) DevOps
2 85 (53.13%) Agile Software Development
3 80 (50.00%) Continuous Integration
4 45 (28.13%) Continuous Delivery
5 39 (24.38%) Configuration Management
6 35 (21.88%) Open Source
7 33 (20.63%) Software Engineering
8 26 (16.25%) Test Automation
9 25 (15.63%) Technical Architecture
10 24 (15.00%) Target Operating Model
11 23 (14.38%) Microservices
12 19 (11.88%) Scrum
12 19 (11.88%) TDD
13 18 (11.25%) BDD
14 16 (10.00%) Migration
15 15 (9.38%) E-Commerce
15 15 (9.38%) GAP Analysis
15 15 (9.38%) Mathematics
15 15 (9.38%) OO
15 15 (9.38%) Portfolio Management
Programming Languages
1 90 (56.25%) Java
1 90 (56.25%) Python
2 44 (27.50%) SQL
3 43 (26.88%) Ruby
4 38 (23.75%) JavaScript
5 26 (16.25%) Perl
6 20 (12.50%) PowerShell
7 16 (10.00%) Bash Shell
7 16 (10.00%) Shell Script
8 15 (9.38%) Go
8 15 (9.38%) VBA
9 10 (6.25%) C#
10 7 (4.38%) C
10 7 (4.38%) PL/SQL
11 6 (3.75%) Groovy
12 4 (2.50%) C++
13 3 (1.88%) Apple Swift
13 3 (1.88%) COBOL
13 3 (1.88%) Objective-C
13 3 (1.88%) T-SQL
Qualifications
1 31 (19.38%) Degree
2 26 (16.25%) Computer Science Degree
3 7 (4.38%) A+ Certification
4 4 (2.50%) SC Cleared
4 4 (2.50%) Security Cleared
5 2 (1.25%) CESG Certified Professional
5 2 (1.25%) ISTQB
5 2 (1.25%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 11 (6.88%) GCP
2 8 (5.00%) PCI DSS
3 2 (1.25%) QA
4 1 (0.63%) SEPA
System Software
1 54 (33.75%) Docker
2 5 (3.13%) VMware Infrastructure
3 4 (2.50%) Active Directory
4 2 (1.25%) Dovecot
4 2 (1.25%) GlusterFS
4 2 (1.25%) VirtualBox
5 1 (0.63%) Apache ZooKeeper
5 1 (0.63%) Hyper-V
5 1 (0.63%) Xen
Systems Management
1 83 (51.88%) Ansible
2 64 (40.00%) Opscode Chef
3 49 (30.63%) Puppet
4 43 (26.88%) Terraform
5 20 (12.50%) Nagios
6 16 (10.00%) Kubernetes
7 15 (9.38%) Rundeck
8 13 (8.13%) Packer
9 10 (6.25%) Grafana
10 6 (3.75%) Kibana
11 4 (2.50%) Consul
11 4 (2.50%) Salt
12 3 (1.88%) Prometheus
13 2 (1.25%) HAProxy
13 2 (1.25%) logstash
13 2 (1.25%) OSSEC
14 1 (0.63%) Host Intrusion Detection System
14 1 (0.63%) Network Intrusion Detection System
14 1 (0.63%) WSUS
Vendors
1 19 (11.88%) Google
2 18 (11.25%) Oracle
3 15 (9.38%) Microsoft
4 12 (7.50%) IBM
4 12 (7.50%) SAP
5 10 (6.25%) Red Hat
6 9 (5.63%) AppDynamics
6 9 (5.63%) CA
6 9 (5.63%) VMware
7 8 (5.00%) Cognizant
7 8 (5.00%) Splunk
8 6 (3.75%) PagerDuty
9 5 (3.13%) CA Agile Central
9 5 (3.13%) Hortonworks
10 4 (2.50%) Atlassian
10 4 (2.50%) Cloudera
10 4 (2.50%) MapR
11 3 (1.88%) Atmel
11 3 (1.88%) hybris
11 3 (1.88%) New Relic