Period
to 22 October 2017

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 6 months to 22 October 2017 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
22 Oct 2017
Same period 2016 Same period 2015
Rank 998 1130 1124
Rank change year-on-year +132 -6 +76
Permanent jobs citing Artifactory 186 117 179
As % of all permanent IT jobs advertised in the UK 0.11% 0.062% 0.082%
As % of the Development Applications category 0.52% 0.33% 0.47%
Number of salaries quoted 118 73 121
UK median annual salary £67,500 £57,500 £55,000
Median salary % change year-on-year +17.39% +4.55% +10.00%
10th Percentile £35,625 £40,000 £40,000
90th Percentile £100,000 £87,500 £85,000
UK excluding London median annual salary £50,000 £51,500 £45,000
% change year-on-year -2.91% +14.44% -5.26%

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 with a requirement for development application skills.

All Development Application Skills
UK
Permanent vacancies with a requirement for development application skills 35860 35125 38059
As % of all permanent IT jobs advertised in the UK 20.58% 18.52% 17.41%
Number of salaries quoted 29093 30329 32095
UK 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 £29,750
90th Percentile £75,000 £73,750 £70,000
UK excluding London median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Artifactory
Job Vacancy Trend

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

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 6 months to 22 October 2017.

Salary histogram for Artifactory in the UK

Artifactory
Top 14 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 6 months to 22 October 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
England +113 158 £67,500 +17.39% 12
London +77 116 £80,000 +36.75% 8
UK excluding London +51 69 £50,000 -2.91% 6
Scotland -12 26 £29,000 -35.56% 2
North of England - 17 £50,000 - 2
North East - 13 £50,000 -
South West +10 11 £47,960 +4.83% 1
South East +47 5 £58,000 +2.65% 1
Midlands +27 5 £50,000 -9.09%
East of England +10 4 £51,945 -38.89%
North West - 4 £60,000 -
West Midlands +17 3 £50,000 +11.11%
East Midlands +32 2 - -
Northern Ireland - 1 £70,000 -

For the 6 months to 22 October 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.

1 126 (67.74%) DevOps
2 125 (67.20%) Jenkins
3 113 (60.75%) Java
4 107 (57.53%) Python
4 107 (57.53%) Git (software)
5 103 (55.38%) Linux
6 80 (43.01%) Ansible
7 78 (41.94%) Agile Software Development
7 78 (41.94%) Maven
7 78 (41.94%) Continuous Integration
8 77 (41.40%) Amazon AWS
9 72 (38.71%) Opscode Chef
10 71 (38.17%) Continuous Delivery
11 67 (36.02%) Puppet
12 60 (32.26%) Test Automation
13 58 (31.18%) Docker
14 49 (26.34%) Finance
15 47 (25.27%) Open Source
16 46 (24.73%) JavaScript
16 46 (24.73%) SQL
17 43 (23.12%) Computer Science
18 40 (21.51%) Selenium
18 40 (21.51%) Ruby
19 39 (20.97%) TeamCity
20 38 (20.43%) Configuration Management
21 37 (19.89%) Windows
22 36 (19.35%) MySQL
23 35 (18.82%) Bitbucket
24 34 (18.28%) Degree
25 33 (17.74%) Terraform

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 19 (10.22%) OpenStack
2 17 (9.14%) Confluence
3 13 (6.99%) Tomcat
4 8 (4.30%) Apache Spark
5 7 (3.76%) JBoss
6 4 (2.15%) Oracle HTTP Server
6 4 (2.15%) WebLogic
7 3 (1.61%) Apache
7 3 (1.61%) Oracle SOA Suite
8 2 (1.08%) WebSphere
9 1 (0.54%) nginx
Applications
1 15 (8.06%) Microsoft Excel
2 5 (2.69%) Campfire
Business Applications
1 4 (2.15%) R3 Corda
Cloud Services
1 77 (41.40%) Amazon AWS
2 30 (16.13%) Microsoft Azure
3 25 (13.44%) GitHub
4 14 (7.53%) Amazon EC2
5 13 (6.99%) Amazon S3
5 13 (6.99%) AWS CloudFormation
5 13 (6.99%) SaaS
5 13 (6.99%) Sumo Logic
6 12 (6.45%) Amazon SQS
7 11 (5.91%) Google Cloud Platform
8 10 (5.38%) AWS Elastic Beanstalk
8 10 (5.38%) Datadog
9 7 (3.76%) npm
9 7 (3.76%) Slack
10 5 (2.69%) Asana
11 4 (2.15%) Cloud Computing
11 4 (2.15%) OpenShift
11 4 (2.15%) PaaS
12 2 (1.08%) IaaS
12 2 (1.08%) Route 53
Communications & Networking
1 9 (4.84%) TCP/IP
2 8 (4.30%) LDAP
3 7 (3.76%) DNS
3 7 (3.76%) Firewall
3 7 (3.76%) VPN
4 6 (3.23%) ICMP
4 6 (3.23%) VoIP
5 5 (2.69%) HTTP
5 5 (2.69%) IMAP
5 5 (2.69%) Kerberos
5 5 (2.69%) SMTP
6 1 (0.54%) NetScaler
6 1 (0.54%) OpenLDAP
6 1 (0.54%) SSL
Database & Business Intelligence
1 36 (19.35%) MySQL
2 25 (13.44%) SQL Server
3 20 (10.75%) Amazon RDS
4 18 (9.68%) NoSQL
5 15 (8.06%) MongoDB
6 13 (6.99%) Hadoop
7 6 (3.23%) Big Data
8 5 (2.69%) PostgreSQL
9 4 (2.15%) Apache Cassandra
9 4 (2.15%) DB2
10 3 (1.61%) Apache Hive
10 3 (1.61%) Blockchain
10 3 (1.61%) Data Warehouse
10 3 (1.61%) Flink
10 3 (1.61%) HBase
10 3 (1.61%) Impala
10 3 (1.61%) Oracle Database
11 1 (0.54%) InfluxDB
11 1 (0.54%) Power BI
11 1 (0.54%) Relational Database
Development Applications
1 125 (67.20%) Jenkins
2 107 (57.53%) Git (software)
3 78 (41.94%) Maven
4 40 (21.51%) Selenium
5 39 (20.97%) TeamCity
6 35 (18.82%) Bitbucket
7 31 (16.67%) JIRA
8 30 (16.13%) Atlassian Bamboo
9 28 (15.05%) JUnit
9 28 (15.05%) Subversion
10 25 (13.44%) SonarQube
11 24 (12.90%) CMake
11 24 (12.90%) Gradle
11 24 (12.90%) MSBuild
12 23 (12.37%) Bugzilla
12 23 (12.37%) NuGet
12 23 (12.37%) Phabricator
12 23 (12.37%) Ranorex
13 20 (10.75%) Sonatype Nexus
14 16 (8.60%) TestNG
General
1 49 (26.34%) Finance
2 23 (12.37%) Banking
3 19 (10.22%) Marketing
4 11 (5.91%) Telecoms
5 10 (5.38%) Electronics
5 10 (5.38%) Manufacturing
6 9 (4.84%) Retail
7 8 (4.30%) Private Banking
7 8 (4.30%) Retail Banking
8 5 (2.69%) Investment Banking
9 1 (0.54%) Games
Job Titles
1 39 (20.97%) DevOps Engineer
1 39 (20.97%) Software Engineer
2 25 (13.44%) Architect
2 25 (13.44%) Senior DevOps
2 25 (13.44%) Test Engineer
3 23 (12.37%) Senior Architect
4 22 (11.83%) DevOps Architect
5 20 (10.75%) Developer
5 20 (10.75%) Software Test Engineer
6 19 (10.22%) Development Engineer
7 18 (9.68%) Software Development Engineer
7 18 (9.68%) Test Development Engineer
8 16 (8.60%) Infrastructure Engineer
9 15 (8.06%) Lead Developer
10 14 (7.53%) Java Engineer
10 14 (7.53%) Site Engineer
11 11 (5.91%) Build Engineer
11 11 (5.91%) Integration Engineer
11 11 (5.91%) WebOps Engineer
12 10 (5.38%) Automation Engineer
Libraries, Frameworks & Software Standards
1 31 (16.67%) REST
1 31 (16.67%) Spring
2 29 (15.59%) CSS
2 29 (15.59%) HTML
3 26 (13.98%) HTML5
3 26 (13.98%) Web Services
4 22 (11.83%) .NET
5 20 (10.75%) Node.js
6 19 (10.22%) AngularJS
6 19 (10.22%) React
7 17 (9.14%) Hibernate
8 13 (6.99%) Sensu
9 12 (6.45%) Dropwizard
10 8 (4.30%) CSS3
10 8 (4.30%) Elastic Stack
10 8 (4.30%) Kafka
10 8 (4.30%) SOAP
11 7 (3.76%) J2EE
11 7 (3.76%) LAMP
11 7 (3.76%) RESTful
Miscellaneous
1 43 (23.12%) Computer Science
2 23 (12.37%) Robotics
3 22 (11.83%) Analytical Skills
4 17 (9.14%) Public Cloud
5 16 (8.60%) Fixed Income
6 15 (8.06%) Derivative
6 15 (8.06%) Foreign Exchange (FX)
7 9 (4.84%) User Experience
8 6 (3.23%) Data Centre
9 5 (2.69%) Enterprise Software
9 5 (2.69%) Virtual Team
10 3 (1.61%) Management Information System
11 2 (1.08%) Fintech
12 1 (0.54%) CESG
12 1 (0.54%) Greenfield Project
12 1 (0.54%) Mainframe
12 1 (0.54%) Mobile App
Operating Systems
1 103 (55.38%) Linux
2 37 (19.89%) Windows
3 23 (12.37%) Debian
4 15 (8.06%) CentOS
5 12 (6.45%) Unix
6 9 (4.84%) Red Hat Enterprise Linux
7 7 (3.76%) Windows Server
8 6 (3.23%) Windows Server 2008
9 4 (2.15%) Ubuntu
10 2 (1.08%) Solaris
11 1 (0.54%) CoreOS
11 1 (0.54%) VME
11 1 (0.54%) Windows Server 2012
Processes & Methodologies
1 126 (67.74%) DevOps
2 78 (41.94%) Agile Software Development
2 78 (41.94%) Continuous Integration
3 71 (38.17%) Continuous Delivery
4 60 (32.26%) Test Automation
5 47 (25.27%) Open Source
6 38 (20.43%) Configuration Management
7 30 (16.13%) Unit Testing
8 28 (15.05%) Software Engineering
9 23 (12.37%) Innovative Thinking
10 22 (11.83%) BDD
10 22 (11.83%) Microservices
11 21 (11.29%) Target Operating Model
11 21 (11.29%) Technical Architecture
12 20 (10.75%) Scrum
13 19 (10.22%) SDET
14 17 (9.14%) TDD
15 16 (8.60%) E-Commerce
15 16 (8.60%) Mentoring
16 15 (8.06%) Mathematics
Programming Languages
1 113 (60.75%) Java
2 107 (57.53%) Python
3 46 (24.73%) JavaScript
3 46 (24.73%) SQL
4 40 (21.51%) Ruby
5 25 (13.44%) Bash Shell
5 25 (13.44%) C#
6 24 (12.90%) Perl
7 19 (10.22%) C++
7 19 (10.22%) Go
8 18 (9.68%) PowerShell
9 15 (8.06%) VBA
10 13 (6.99%) Shell Script
11 8 (4.30%) PL/SQL
12 6 (3.23%) T-SQL
13 5 (2.69%) Groovy
14 4 (2.15%) C
15 3 (1.61%) COBOL
16 2 (1.08%) VB
17 1 (0.54%) VBScript
Qualifications
1 34 (18.28%) Degree
2 27 (14.52%) Computer Science Degree
3 7 (3.76%) A+ Certification
4 3 (1.61%) ISTQB
4 3 (1.61%) ISTQB Foundation Certification
5 1 (0.54%) CESG Certified Professional
5 1 (0.54%) SC Cleared
5 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 12 (6.45%) PCI DSS
2 11 (5.91%) GCP
3 2 (1.08%) QA
System Software
1 58 (31.18%) Docker
2 4 (2.15%) Active Directory
3 2 (1.08%) Virtual Machines
3 2 (1.08%) VMware Infrastructure
4 1 (0.54%) Dovecot
4 1 (0.54%) GlusterFS
4 1 (0.54%) Hyper-V
4 1 (0.54%) vCloud
4 1 (0.54%) VirtualBox
4 1 (0.54%) vSphere
Systems Management
1 80 (43.01%) Ansible
2 72 (38.71%) Opscode Chef
3 67 (36.02%) Puppet
4 33 (17.74%) Terraform
5 31 (16.67%) Nagios
6 22 (11.83%) Rundeck
7 16 (8.60%) Grafana
8 11 (5.91%) Packer
9 10 (5.38%) Kubernetes
10 5 (2.69%) Salt
11 4 (2.15%) Kibana
12 2 (1.08%) Prometheus
13 1 (0.54%) OSSEC
13 1 (0.54%) WSUS
Vendors
1 22 (11.83%) AppDynamics
2 21 (11.29%) Splunk
3 19 (10.22%) Oracle
4 17 (9.14%) Google
5 14 (7.53%) Red Hat
6 13 (6.99%) PagerDuty
7 12 (6.45%) IBM
8 10 (5.38%) SAP
9 9 (4.84%) CA
9 9 (4.84%) Microsoft
10 8 (4.30%) Cognizant
11 3 (1.61%) Cloudera
11 3 (1.61%) Hortonworks
11 3 (1.61%) hybris
11 3 (1.61%) MapR
11 3 (1.61%) Telerik
12 2 (1.08%) Atlassian
12 2 (1.08%) Dynatrace
12 2 (1.08%) TIBCO
12 2 (1.08%) VMware