The following table provides summary statistics for contract job vacancies advertised in Scotland 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 28 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
UK / Scotland
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 104 124 132
Rank change year-on-year +20 +8  
Contract jobs citing Artifactory 13 27 3
As % of all contract IT jobs advertised in Scotland 0.59% 0.92% 0.10%
As % of the Development Applications category 3.88% 6.18% 0.99%
Number of daily rates quoted 11 2 2
Median daily rate £400 £425 £350
Median daily rate % change year-on-year -5.88% +21.42%  
90% offered a daily rate of more than £338 £388 £325
10% offered a daily rate of more than £563 £463 £375
UK excluding London median daily rate £468 £450 £356
% change year-on-year +3.88% +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 Scotland with a requirement for development application skills.

Contract Development Application Skills
Scotland
Contract job vacancies with a requirement for development application skills 335 437 304
As % of all contract IT job vacancies advertised in Scotland 15.20% 14.85% 10.29%
Number of daily rates quoted 540 523 326
Median daily rate £400 £353 £375
Median daily rate % change year-on-year +13.47% -6.00%  
90% offered a daily rate of more than £299 £271 £275
10% offered a daily rate of more than £620 £475 £438
UK excluding London median daily rate £413 £400 £363
% change year-on-year +3.12% +10.34%  
Number of hourly rates quoted 10 2 18
Median hourly rate £43.39 £27.50 £30.50
Median hourly rate % change year-on-year +57.78% -9.83%  
90% offered a hourly rate of more than £37.00 £14.25 £29.25
10% offered a hourly rate of more than £195.00 £40.75 £41.83
UK excluding London median hourly rate £43.25 £42.00 £37.04
% change year-on-year +2.97% +13.39%  

Artifactory
Job Vacancy Trend in Scotland

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

Job vacancy trend for Artifactory in Scotland

Artifactory
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Artifactory in Scotland

Artifactory
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Artifactory in Scotland over the 3 months to 28 June 2017.

Contractor daily rate histogram for Artifactory in Scotland

Artifactory
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the Scotland region over the 3 months to 28 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +1 11 £400 -5.88% 1
Glasgow 0 1 £425 -
Artifactory
UK

For the 6 months to 28 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 Scotland region with a requirement for Artifactory.

1 12 (85.71%) Linux
1 12 (85.71%) Python
1 12 (85.71%) Bash Shell
1 12 (85.71%) Jenkins
1 12 (85.71%) DevOps
2 11 (78.57%) Red Hat Enterprise Linux
3 10 (71.43%) OpenShift
3 10 (71.43%) Ansible
3 10 (71.43%) Docker
3 10 (71.43%) GitLab
3 10 (71.43%) Kubernetes
4 9 (64.29%) VMware
4 9 (64.29%) Agile Software Development
5 8 (57.14%) Scrum
6 7 (50.00%) Kanban
6 7 (50.00%) Puppet
6 7 (50.00%) Private Cloud
7 6 (42.86%) VMware Infrastructure
7 6 (42.86%) Selenium
7 6 (42.86%) Java
7 6 (42.86%) Red Hat
8 5 (35.71%) PaaS
8 5 (35.71%) Xymon
8 5 (35.71%) Black Duck
8 5 (35.71%) Prometheus
8 5 (35.71%) Go
8 5 (35.71%) Red Hat Satellite
8 5 (35.71%) Build Automation
9 4 (28.57%) Enterprise Software
9 4 (28.57%) Continuous Delivery

Artifactory
Co-occurring IT Skills in Scotland 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 (7.14%) Confluence
1 1 (7.14%) OpenStack
Cloud Services
1 10 (71.43%) OpenShift
2 5 (35.71%) PaaS
3 1 (7.14%) BrowserStack
Communications & Networking
1 4 (28.57%) Firewall
2 1 (7.14%) DSL
2 1 (7.14%) HTTP
2 1 (7.14%) Internet
2 1 (7.14%) LDAP
2 1 (7.14%) SSL
Database & Business Intelligence
1 1 (7.14%) Big Data
1 1 (7.14%) BusinessObjects
1 1 (7.14%) Data Warehouse
1 1 (7.14%) Hadoop
1 1 (7.14%) RDBMS
1 1 (7.14%) Relational Database
1 1 (7.14%) SQL Server
1 1 (7.14%) SQL Server Integration Services
1 1 (7.14%) SQL Server Reporting Services
Development Applications
1 12 (85.71%) Jenkins
2 10 (71.43%) GitLab
3 6 (42.86%) Selenium
4 3 (21.43%) TeamCity
5 2 (14.29%) Atlassian Bamboo
5 2 (14.29%) Git (software)
5 2 (14.29%) IBM UrbanCode
5 2 (14.29%) Maven
5 2 (14.29%) Sonatype Nexus
5 2 (14.29%) Subversion
6 1 (7.14%) Ant
6 1 (7.14%) Bitbucket
6 1 (7.14%) ClearCase
6 1 (7.14%) Cucumber
6 1 (7.14%) Hudson
6 1 (7.14%) JIRA
General
1 2 (14.29%) Finance
2 1 (7.14%) Banking
Job Titles
1 7 (50.00%) DevOps Engineer
2 2 (14.29%) Automation Engineer
2 2 (14.29%) Linux Specialist
3 1 (7.14%) Administrator
3 1 (7.14%) Analyst
3 1 (7.14%) Big Data Analyst
3 1 (7.14%) Build Automation Engineer
3 1 (7.14%) Build Engineer
3 1 (7.14%) Consultant
3 1 (7.14%) DevOps Consultant
3 1 (7.14%) Financial Analyst
3 1 (7.14%) Integration Engineer
3 1 (7.14%) Linux Engineer
3 1 (7.14%) Service Analyst
3 1 (7.14%) Systems Administrator
3 1 (7.14%) Test Analyst
3 1 (7.14%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 2 (14.29%) HTML
2 1 (7.14%) HTML5
2 1 (7.14%) JDBC
2 1 (7.14%) JSP
2 1 (7.14%) Sensu
2 1 (7.14%) Servlets
2 1 (7.14%) SOAP
2 1 (7.14%) Spring
2 1 (7.14%) XML
Miscellaneous
1 7 (50.00%) Private Cloud
2 4 (28.57%) Enterprise Software
3 1 (7.14%) VxBlock/Vblock
Operating Systems
1 12 (85.71%) Linux
2 11 (78.57%) Red Hat Enterprise Linux
3 2 (14.29%) Windows
4 1 (7.14%) Unix
Processes & Methodologies
1 12 (85.71%) DevOps
2 9 (64.29%) Agile Software Development
3 8 (57.14%) Scrum
4 7 (50.00%) Kanban
5 5 (35.71%) Build Automation
6 4 (28.57%) Continuous Delivery
7 3 (21.43%) Patch Management
7 3 (21.43%) Virtual Environments
8 2 (14.29%) Continuous Integration
8 2 (14.29%) Migration
8 2 (14.29%) Release Automation
9 1 (7.14%) Artefact Management
9 1 (7.14%) Cybersecurity
9 1 (7.14%) ETL
9 1 (7.14%) Microservices
9 1 (7.14%) Open Source
9 1 (7.14%) Test Automation
9 1 (7.14%) User Acceptance Testing
9 1 (7.14%) Validation
9 1 (7.14%) Workflow
Programming Languages
1 12 (85.71%) Bash Shell
1 12 (85.71%) Python
2 6 (42.86%) Java
3 5 (35.71%) Go
4 2 (14.29%) JavaScript
5 1 (7.14%) COBOL
5 1 (7.14%) Dart
5 1 (7.14%) Perl
5 1 (7.14%) PowerShell
5 1 (7.14%) Ruby
5 1 (7.14%) Shell Script
5 1 (7.14%) SQL
Quality Assurance & Compliance
1 3 (21.43%) Disclosure Scotland
System Software
1 10 (71.43%) Docker
2 6 (42.86%) VMware Infrastructure
3 1 (7.14%) Active Directory
3 1 (7.14%) Tivoli Workload Scheduler
Systems Management
1 10 (71.43%) Ansible
1 10 (71.43%) Kubernetes
2 7 (50.00%) Puppet
3 5 (35.71%) Prometheus
3 5 (35.71%) Red Hat Satellite
3 5 (35.71%) Xymon
4 4 (28.57%) SELinux
5 3 (21.43%) Opscode Chef
6 1 (7.14%) Control-M
6 1 (7.14%) Nagios
6 1 (7.14%) Rundeck
6 1 (7.14%) Terraform
6 1 (7.14%) Tivoli
Vendors
1 9 (64.29%) VMware
2 6 (42.86%) Red Hat
3 5 (35.71%) Black Duck
4 1 (7.14%) CA
4 1 (7.14%) CheckPoint
4 1 (7.14%) Informatica
4 1 (7.14%) Micro Focus
4 1 (7.14%) Oracle
4 1 (7.14%) Splunk
4 1 (7.14%) Teradata