Period
to 16 August 2018

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 6 months to 16 August 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
Scotland > Edinburgh
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 109 97 100
Rank change year-on-year -12 +3 +25
Contract jobs citing Artifactory 28 15 37
As % of all contract IT jobs advertised in Edinburgh 0.96% 0.64% 1.39%
As % of the Development Applications category 5.27% 4.53% 9.51%
Number of daily rates quoted 4 11 2
Edinburgh median daily rate £419 £400 £425
Median daily rate % change year-on-year +4.69% -5.88% +26.87%
10th Percentile £397 £338 £388
90th Percentile £456 £563 £463
Scotland median daily rate £438 £425 £425
% change year-on-year +2.94% - +21.43%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

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 Edinburgh with a requirement for development application skills.

All Development Application Skills
Edinburgh
Contract vacancies with a requirement for development application skills 531 331 389
As % of all contract IT jobs advertised in Edinburgh 18.19% 14.16% 14.57%
Number of daily rates quoted 287 224 207
Edinburgh median daily rate £413 £391 £365
Median daily rate % change year-on-year +5.43% +7.19% -2.67%
10th Percentile £325 £271 £244
90th Percentile £613 £550 £475
Scotland median daily rate £400 £390 £350
% change year-on-year +2.56% +11.43% -6.67%
Number of hourly rates quoted 1 4 4
Edinburgh median hourly rate £35.00 £43.39 £44.88
Median hourly rate % change year-on-year -19.34% -3.31% +15.06%
Scotland median hourly rate £35.00 £44.20 £14.50
% change year-on-year -20.81% +204.79% -53.97%

Artifactory
Job Vacancy Trend in Edinburgh

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

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

For the 6 months to 16 August 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 Edinburgh region with a requirement for Artifactory.

1 19 (67.86%) Puppet
2 18 (64.29%) Bitbucket
2 18 (64.29%) Git (software)
3 16 (57.14%) Agile Software Development
3 16 (57.14%) Banking
3 16 (57.14%) Ansible
4 15 (53.57%) Windows
4 15 (53.57%) TeamCity
5 12 (42.86%) JIRA
5 12 (42.86%) Continuous Integration
5 12 (42.86%) Linux
6 11 (39.29%) Microsoft
6 11 (39.29%) Red Hat
6 11 (39.29%) Docker
7 10 (35.71%) DevOps
7 10 (35.71%) Continuous Delivery
7 10 (35.71%) Red Hat Enterprise Linux
7 10 (35.71%) Confluence
8 9 (32.14%) Amazon AWS
8 9 (32.14%) PowerShell
9 8 (28.57%) Kanban
9 8 (28.57%) Microsoft Azure
9 8 (28.57%) Test Automation
9 8 (28.57%) Jenkins
9 8 (28.57%) OpenShift
9 8 (28.57%) Unix
9 8 (28.57%) .NET
9 8 (28.57%) Kubernetes
9 8 (28.57%) Windows Server
10 7 (25.00%) Apache

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 10 (35.71%) Confluence
2 7 (25.00%) Apache
3 6 (21.43%) Cloud Foundry
3 6 (21.43%) nginx
4 4 (14.29%) IIS
4 4 (14.29%) Tomcat
Applications
1 2 (7.14%) Microsoft PowerPoint
1 2 (7.14%) MS Visio
Business Applications
1 1 (3.57%) Oracle Cash Management
Cloud Services
1 9 (32.14%) Amazon AWS
2 8 (28.57%) Microsoft Azure
2 8 (28.57%) OpenShift
3 5 (17.86%) IaaS
3 5 (17.86%) PaaS
4 4 (14.29%) Google Cloud Platform
4 4 (14.29%) Tricentis Tosca
5 3 (10.71%) Datadog
6 2 (7.14%) IBM Cloud
7 1 (3.57%) AWS CloudFormation
7 1 (3.57%) SaaS
Communications & Networking
1 6 (21.43%) Firewall
2 4 (14.29%) DNS
2 4 (14.29%) DSL
2 4 (14.29%) SSL
3 1 (3.57%) SAN
Database & Business Intelligence
1 4 (14.29%) Amazon DynamoDB
1 4 (14.29%) Apache Cassandra
1 4 (14.29%) Couchbase
1 4 (14.29%) NoSQL
1 4 (14.29%) PostgreSQL
1 4 (14.29%) Redis
2 2 (7.14%) MySQL
Development Applications
1 18 (64.29%) Bitbucket
1 18 (64.29%) Git (software)
2 15 (53.57%) TeamCity
3 12 (42.86%) JIRA
4 8 (28.57%) Jenkins
5 6 (21.43%) Atlassian Bamboo
5 6 (21.43%) IBM UrbanCode
5 6 (21.43%) Sonatype Nexus
5 6 (21.43%) Subversion
6 5 (17.86%) Cucumber
6 5 (17.86%) Maven
6 5 (17.86%) Selenium
7 4 (14.29%) Ant
7 4 (14.29%) GitLab
7 4 (14.29%) HP UFT
8 3 (10.71%) Octopus Deploy
8 3 (10.71%) Zephyr
9 2 (7.14%) CF BOSH
General
1 16 (57.14%) Banking
2 6 (21.43%) Finance
3 4 (14.29%) Retail Banking
Job Titles
1 7 (25.00%) DevOps Engineer
2 6 (21.43%) Developer
3 5 (17.86%) Windows Engineer
4 4 (14.29%) Front End Developer (Client-Side Developer)
4 4 (14.29%) Platform Engineer
5 3 (10.71%) Administrator
5 3 (10.71%) Linux Administrator
5 3 (10.71%) Linux Systems Administrator
5 3 (10.71%) Systems Administrator
5 3 (10.71%) UI Developer
6 2 (7.14%) AWS DevOps
6 2 (7.14%) Azure DevOps
6 2 (7.14%) Azure DevOps Engineer
6 2 (7.14%) Azure Engineer
6 2 (7.14%) Cloud Engineer
6 2 (7.14%) Designer
6 2 (7.14%) Java Developer
6 2 (7.14%) React Developer
6 2 (7.14%) Senior Designer
7 1 (3.57%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 8 (28.57%) .NET
2 5 (17.86%) HTML
2 5 (17.86%) jQuery
2 5 (17.86%) LDAP
3 4 (14.29%) ASP.NET
3 4 (14.29%) CSS
3 4 (14.29%) CSS3
3 4 (14.29%) DHTML
3 4 (14.29%) HTML5
3 4 (14.29%) Web Services
3 4 (14.29%) XML
4 3 (10.71%) Spring
5 2 (7.14%) Elastic Stack
5 2 (7.14%) J2EE
5 2 (7.14%) jBPM
5 2 (7.14%) JPA
5 2 (7.14%) Middleware
5 2 (7.14%) REST
5 2 (7.14%) SOAP
6 1 (3.57%) LAPP Stack
Miscellaneous
1 4 (14.29%) User Experience
2 3 (10.71%) Public Cloud
3 2 (7.14%) Enterprise Software
3 2 (7.14%) Mainframe
4 1 (3.57%) Analytical Skills
Operating Systems
1 15 (53.57%) Windows
2 12 (42.86%) Linux
3 10 (35.71%) Red Hat Enterprise Linux
4 8 (28.57%) Unix
4 8 (28.57%) Windows Server
5 4 (14.29%) Solaris
5 4 (14.29%) Windows 2000 Server
6 3 (10.71%) Ubuntu
7 1 (3.57%) Windows Server 2012
Processes & Methodologies
1 16 (57.14%) Agile Software Development
2 12 (42.86%) Continuous Integration
3 10 (35.71%) Continuous Delivery
3 10 (35.71%) DevOps
4 8 (28.57%) Kanban
4 8 (28.57%) Test Automation
5 6 (21.43%) Microservices
5 6 (21.43%) Unit Testing
6 5 (17.86%) Change Control
6 5 (17.86%) High Availability
6 5 (17.86%) Scrum
6 5 (17.86%) Waterfall
7 4 (14.29%) ATDD
7 4 (14.29%) Pair Programming
7 4 (14.29%) TDD
8 3 (10.71%) Analytics
8 3 (10.71%) Business Transformation
8 3 (10.71%) ITIL
8 3 (10.71%) Patch Management
8 3 (10.71%) SOA
Programming Languages
1 9 (32.14%) PowerShell
2 5 (17.86%) Java
2 5 (17.86%) JavaScript
2 5 (17.86%) Python
2 5 (17.86%) SQL
3 4 (14.29%) Bash Shell
3 4 (14.29%) C#
4 3 (10.71%) Perl
Qualifications
1 1 (3.57%) MBA
System Software
1 11 (39.29%) Docker
2 3 (10.71%) VMware Infrastructure
3 2 (7.14%) iptables
4 1 (3.57%) NFS
4 1 (3.57%) VMware NSX
Systems Management
1 19 (67.86%) Puppet
2 16 (57.14%) Ansible
3 8 (28.57%) Kubernetes
4 7 (25.00%) Opscode Chef
5 5 (17.86%) Terraform
6 4 (14.29%) OpenView
6 4 (14.29%) Oracle ZFS
6 4 (14.29%) Packer
6 4 (14.29%) Red Hat Satellite
6 4 (14.29%) SCCM
6 4 (14.29%) SCOM
6 4 (14.29%) ZABBIX
7 3 (10.71%) Nagios
7 3 (10.71%) Prometheus
7 3 (10.71%) Xymon
8 2 (7.14%) HAProxy
8 2 (7.14%) HP Quality Center
8 2 (7.14%) Salt
Vendors
1 11 (39.29%) Microsoft
1 11 (39.29%) Red Hat
2 5 (17.86%) Google
3 4 (14.29%) HP
4 3 (10.71%) AppDynamics
4 3 (10.71%) IBM
4 3 (10.71%) New Relic
4 3 (10.71%) Splunk
4 3 (10.71%) VMware
5 1 (3.57%) Micro Focus
5 1 (3.57%) Oracle