Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 21 April 2018

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 6 months to 21 April 2018 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
6 months to
21 Apr 2018		 Same period 2017 Same period 2016
Rank 182 159 204
Rank change year-on-year -23 +45 -28
Contract jobs citing Artifactory 16 3 2
As % of all contract IT jobs advertised in Scotland 0.32% 0.083% 0.037%
As % of the Development Applications category 2.04% 0.53% 0.28%
Number of daily rates quoted 7 0 0
Scotland median daily rate £550 - -
UK median daily rate £525 £450 £485
% change year-on-year +16.67% -7.22% +7.78%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £55.00 - -

Artifactory is in the Development Applications category. The following 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.

All Development Application Skills
Scotland
Contract vacancies with a requirement for development application skills 783 567 702
As % of all contract IT jobs advertised in Scotland 15.70% 15.78% 12.82%
Number of daily rates quoted 501 352 396
Scotland median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £285 £275 £254
90th Percentile £550 £486 £475
UK median daily rate £475 £425 £415
% change year-on-year +11.76% +2.41% +3.75%
Number of hourly rates quoted 7 5 5
Scotland median hourly rate £30.00 £17.32 £33.00
Median hourly rate % change year-on-year +73.21% -47.52% +1.54%
10th Percentile £12.71 £14.74 £11.25
90th Percentile £40.20 £45.69 £46.25
UK median hourly rate £42.50 £41.50 £42.45
% change year-on-year +2.41% -2.24% +14.73%

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 6 months to 21 April 2018.

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 6 months to 21 April 2018. 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Edinburgh -10 12 £500 -
Glasgow - 3 - - 1
Artifactory
UK

For the 6 months to 21 April 2018, IT contractor jobs citing Artifactory also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region with a requirement for Artifactory.

1 12 (75.00%) DevOps
2 11 (68.75%) Linux
2 11 (68.75%) Agile Software Development
3 10 (62.50%) Ansible
4 9 (56.25%) Red Hat Enterprise Linux
4 9 (56.25%) TeamCity
4 9 (56.25%) Jenkins
5 8 (50.00%) Docker
5 8 (50.00%) GitLab
5 8 (50.00%) VMware
6 7 (43.75%) Git (software)
6 7 (43.75%) Java
7 6 (37.50%) Python
7 6 (37.50%) JIRA
8 5 (31.25%) Kanban
8 5 (31.25%) Subversion
8 5 (31.25%) Maven
8 5 (31.25%) OpenShift
8 5 (31.25%) Amazon AWS
8 5 (31.25%) Confluence
9 4 (25.00%) Continuous Integration
9 4 (25.00%) Enterprise Software
9 4 (25.00%) Microservices
9 4 (25.00%) Continuous Delivery
9 4 (25.00%) Scrum
9 4 (25.00%) Firewall
10 3 (18.75%) Middleware
10 3 (18.75%) SOA
10 3 (18.75%) JavaScript
10 3 (18.75%) HTML

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 5 (31.25%) Confluence
2 2 (12.50%) Cloud Foundry
3 1 (6.25%) JBoss
3 1 (6.25%) Tomcat
Applications
1 2 (12.50%) Microsoft PowerPoint
1 2 (12.50%) MS Visio
Cloud Services
1 5 (31.25%) Amazon AWS
1 5 (31.25%) OpenShift
2 2 (12.50%) PaaS
Communications & Networking
1 4 (25.00%) Firewall
Database & Business Intelligence
1 3 (18.75%) MongoDB
2 1 (6.25%) Big Data
2 1 (6.25%) Hadoop
Development Applications
1 9 (56.25%) Jenkins
1 9 (56.25%) TeamCity
2 8 (50.00%) GitLab
3 7 (43.75%) Git (software)
4 6 (37.50%) JIRA
5 5 (31.25%) Maven
5 5 (31.25%) Subversion
6 3 (18.75%) Bitbucket
6 3 (18.75%) GoCD
6 3 (18.75%) Sonatype Nexus
6 3 (18.75%) Vagrant
7 2 (12.50%) Ant
7 2 (12.50%) Selenium
7 2 (12.50%) Zephyr
8 1 (6.25%) Atlassian Bamboo
General
1 3 (18.75%) Banking
1 3 (18.75%) Finance
Job Titles
1 9 (56.25%) DevOps Engineer
2 3 (18.75%) Developer
3 2 (12.50%) Designer
3 2 (12.50%) Java Developer
3 2 (12.50%) Senior Designer
4 1 (6.25%) Analyst
4 1 (6.25%) Banking Analyst
4 1 (6.25%) Database Analyst
4 1 (6.25%) Front End Developer (Client-Side Developer)
4 1 (6.25%) Full Stack Developer
4 1 (6.25%) React Developer
4 1 (6.25%) Senior Software Designer
4 1 (6.25%) Software Designer
4 1 (6.25%) Solutions Designer
4 1 (6.25%) Test Analyst
4 1 (6.25%) UI Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) Elastic Stack
1 3 (18.75%) HTML
1 3 (18.75%) Middleware
1 3 (18.75%) RabbitMQ
1 3 (18.75%) Web Services
2 2 (12.50%) HTML5
2 2 (12.50%) J2EE
2 2 (12.50%) jBPM
2 2 (12.50%) JPA
2 2 (12.50%) jQuery
2 2 (12.50%) Spring
3 1 (6.25%) AngularJS
3 1 (6.25%) CSS
3 1 (6.25%) CSS3
3 1 (6.25%) DHTML
3 1 (6.25%) LDAP
3 1 (6.25%) React
3 1 (6.25%) REST
3 1 (6.25%) SOAP
3 1 (6.25%) XML
Miscellaneous
1 4 (25.00%) Enterprise Software
2 2 (12.50%) Mainframe
3 1 (6.25%) Analytical Skills
3 1 (6.25%) Private Cloud
3 1 (6.25%) User Experience
Operating Systems
1 11 (68.75%) Linux
2 9 (56.25%) Red Hat Enterprise Linux
3 2 (12.50%) Unix
3 2 (12.50%) Windows
Processes & Methodologies
1 12 (75.00%) DevOps
2 11 (68.75%) Agile Software Development
3 5 (31.25%) Kanban
4 4 (25.00%) Continuous Delivery
4 4 (25.00%) Continuous Integration
4 4 (25.00%) Microservices
4 4 (25.00%) Scrum
5 3 (18.75%) Load Balancing
5 3 (18.75%) SOA
5 3 (18.75%) Software Testing
5 3 (18.75%) Test Automation
5 3 (18.75%) Unit Testing
6 2 (12.50%) BPMN
6 2 (12.50%) Business Process Modelling
6 2 (12.50%) Complex Event Processing
6 2 (12.50%) Configuration Management
6 2 (12.50%) Domain-Driven Design
6 2 (12.50%) EAI
6 2 (12.50%) Open Source
6 2 (12.50%) Process Management
Programming Languages
1 7 (43.75%) Java
2 6 (37.50%) Python
3 3 (18.75%) JavaScript
4 2 (12.50%) Bash Shell
4 2 (12.50%) Go
5 1 (6.25%) Dart
5 1 (6.25%) Perl
5 1 (6.25%) SQL
Qualifications
1 1 (6.25%) MBA
Quality Assurance & Compliance
1 1 (6.25%) QA
System Software
1 8 (50.00%) Docker
2 2 (12.50%) VMware NSX
3 1 (6.25%) Active Directory
Systems Management
1 10 (62.50%) Ansible
2 3 (18.75%) Graphite
2 3 (18.75%) HAProxy
2 3 (18.75%) Icinga
2 3 (18.75%) Packer
2 3 (18.75%) Terraform
3 2 (12.50%) HP Quality Center
3 2 (12.50%) Kubernetes
3 2 (12.50%) SELinux
4 1 (6.25%) Puppet
4 1 (6.25%) Salt
Vendors
1 8 (50.00%) VMware
2 2 (12.50%) Black Duck
2 2 (12.50%) Microsoft
3 1 (6.25%) CheckPoint
3 1 (6.25%) Teradata