The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Artifactory skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Artifactory over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

JFrog Artifactory
Scotland / Edinburgh
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 71 72 85
Rank change year-on-year +1 +13  
Contract jobs citing Artifactory 11 26 2
As % of all contract IT jobs advertised in Edinburgh 0.91% 1.96% 0.14%
As % of the Development Applications category 6.63% 12.26% 1.55%
Number of daily rates quoted 9 2 1
Median daily rate £400 £425 £350
Median daily rate % change year-on-year -5.88% +21.42%  
UK excluding London median daily rate £475 £450 £356
% change year-on-year +5.55% +26.31%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Contract Development Application Skills
Edinburgh
Contract job vacancies with a requirement for development application skills 166 212 129
As % of all contract IT job vacancies advertised in Edinburgh 13.66% 16.01% 8.97%
Number of daily rates quoted 118 103 80
Median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.66% -  
90% offered a daily rate of more than £290 £262 £270
10% offered a daily rate of more than £600 £450 £450
UK excluding London median daily rate £413 £400 £363
% change year-on-year +3.12% +10.34%  
Number of hourly rates quoted 3 1 2
Median hourly rate £43.39 £42.50 £40.75
Median hourly rate % change year-on-year +2.09% +4.29%  
UK excluding London median hourly rate £43.25 £42.00 £37.00
% change year-on-year +2.97% +13.51%  

Artifactory
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Artifactory in Edinburgh

Artifactory
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Artifactory in Edinburgh.

Contractor daily rate trend for Artifactory in Edinburgh

Artifactory
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Artifactory in Edinburgh over the 3 months to 26 June 2017.

Contractor daily rate histogram for Artifactory in Edinburgh

For the 6 months to 26 June 2017, IT contractor jobs citing Artifactory also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Artifactory.

1 10 (83.33%) Linux
1 10 (83.33%) Python
1 10 (83.33%) Red Hat Enterprise Linux
1 10 (83.33%) Bash Shell
1 10 (83.33%) Jenkins
1 10 (83.33%) DevOps
2 9 (75.00%) GitLab
2 9 (75.00%) OpenShift
2 9 (75.00%) Docker
2 9 (75.00%) Kubernetes
3 8 (66.67%) Ansible
3 8 (66.67%) VMware
4 7 (58.33%) Agile Software Development
5 6 (50.00%) Kanban
5 6 (50.00%) VMware Infrastructure
5 6 (50.00%) Scrum
5 6 (50.00%) Private Cloud
6 5 (41.67%) Xymon
6 5 (41.67%) Prometheus
6 5 (41.67%) Puppet
6 5 (41.67%) Red Hat Satellite
6 5 (41.67%) Build Automation
6 5 (41.67%) Selenium
6 5 (41.67%) Red Hat
7 4 (33.33%) Java
7 4 (33.33%) Firewall
7 4 (33.33%) Go
7 4 (33.33%) Enterprise Software
7 4 (33.33%) PaaS
7 4 (33.33%) Continuous Delivery

Artifactory
Co-occurring IT Skills in Edinburgh 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 1 (8.33%) Confluence
Cloud Services
1 9 (75.00%) OpenShift
2 4 (33.33%) PaaS
3 1 (8.33%) BrowserStack
Communications & Networking
1 4 (33.33%) Firewall
2 1 (8.33%) DSL
2 1 (8.33%) HTTP
2 1 (8.33%) Internet
2 1 (8.33%) LDAP
2 1 (8.33%) SSL
Database & Business Intelligence
1 1 (8.33%) Big Data
1 1 (8.33%) Hadoop
Development Applications
1 10 (83.33%) Jenkins
2 9 (75.00%) GitLab
3 5 (41.67%) Selenium
4 2 (16.67%) Atlassian Bamboo
4 2 (16.67%) IBM UrbanCode
4 2 (16.67%) TeamCity
5 1 (8.33%) Ant
5 1 (8.33%) Bitbucket
5 1 (8.33%) ClearCase
5 1 (8.33%) Cucumber
5 1 (8.33%) Git (software)
5 1 (8.33%) Hudson
5 1 (8.33%) JIRA
5 1 (8.33%) Maven
5 1 (8.33%) Sonatype Nexus
5 1 (8.33%) Subversion
General
1 1 (8.33%) Banking
1 1 (8.33%) Finance
Job Titles
1 6 (50.00%) DevOps Engineer
2 2 (16.67%) Linux Specialist
3 1 (8.33%) Administrator
3 1 (8.33%) Analyst
3 1 (8.33%) Automation Engineer
3 1 (8.33%) Big Data Analyst
3 1 (8.33%) Build Automation Engineer
3 1 (8.33%) Build Engineer
3 1 (8.33%) Financial Analyst
3 1 (8.33%) Integration Engineer
3 1 (8.33%) Linux Engineer
3 1 (8.33%) Service Analyst
3 1 (8.33%) Systems Administrator
3 1 (8.33%) Test Analyst
3 1 (8.33%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 2 (16.67%) HTML
2 1 (8.33%) HTML5
2 1 (8.33%) JDBC
2 1 (8.33%) JSP
2 1 (8.33%) Servlets
2 1 (8.33%) SOAP
2 1 (8.33%) Spring
2 1 (8.33%) XML
Miscellaneous
1 6 (50.00%) Private Cloud
2 4 (33.33%) Enterprise Software
3 1 (8.33%) VxBlock/Vblock
Operating Systems
1 10 (83.33%) Linux
1 10 (83.33%) Red Hat Enterprise Linux
2 2 (16.67%) Windows
Processes & Methodologies
1 10 (83.33%) DevOps
2 7 (58.33%) Agile Software Development
3 6 (50.00%) Kanban
3 6 (50.00%) Scrum
4 5 (41.67%) Build Automation
5 4 (33.33%) Continuous Delivery
6 3 (25.00%) Patch Management
6 3 (25.00%) Virtual Environments
7 2 (16.67%) Continuous Integration
7 2 (16.67%) Migration
8 1 (8.33%) Artefact Management
8 1 (8.33%) Cybersecurity
8 1 (8.33%) Microservices
8 1 (8.33%) Release Automation
8 1 (8.33%) Test Automation
8 1 (8.33%) Test Scripting
8 1 (8.33%) User Acceptance Testing
8 1 (8.33%) Validation
8 1 (8.33%) Workflow
Programming Languages
1 10 (83.33%) Bash Shell
1 10 (83.33%) Python
2 4 (33.33%) Go
2 4 (33.33%) Java
3 1 (8.33%) COBOL
3 1 (8.33%) Dart
3 1 (8.33%) JavaScript
3 1 (8.33%) Ruby
3 1 (8.33%) Shell Script
3 1 (8.33%) SQL
Quality Assurance & Compliance
1 3 (25.00%) Disclosure Scotland
System Software
1 9 (75.00%) Docker
2 6 (50.00%) VMware Infrastructure
3 1 (8.33%) Active Directory
Systems Management
1 9 (75.00%) Kubernetes
2 8 (66.67%) Ansible
3 5 (41.67%) Prometheus
3 5 (41.67%) Puppet
3 5 (41.67%) Red Hat Satellite
3 5 (41.67%) Xymon
4 4 (33.33%) SELinux
5 1 (8.33%) Opscode Chef
Vendors
1 8 (66.67%) VMware
2 5 (41.67%) Red Hat
3 4 (33.33%) Black Duck
4 1 (8.33%) CheckPoint
4 1 (8.33%) Micro Focus
4 1 (8.33%) Teradata