Period
to 23 May 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 23 May 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
23 May 2018
Same period 2017 Same period 2016
Rank 117 96 126
Rank change year-on-year -21 +30 -16
Contract jobs citing Artifactory 16 9 13
As % of all contract IT jobs advertised in Edinburgh 0.56% 0.49% 0.45%
As % of the Development Applications category 3.34% 3.24% 3.47%
Number of daily rates quoted 3 6 2
Edinburgh median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +30.77%
10th Percentile £304 £381 £388
90th Percentile £493 £544 £463
Scotland median daily rate £450 £500 £425
% change year-on-year -10.00% +17.65% +25.93%
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 479 278 375
As % of all contract IT jobs advertised in Edinburgh 16.67% 15.03% 13.03%
Number of daily rates quoted 281 205 192
Edinburgh median daily rate £410 £400 £365
Median daily rate % change year-on-year +2.50% +9.59% -2.67%
10th Percentile £325 £294 £255
90th Percentile £600 £550 £500
Scotland median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -6.67%
Number of hourly rates quoted 1 3 1
Edinburgh median hourly rate £35.00 £43.39 £40.00
Median hourly rate % change year-on-year -19.34% +8.48% -11.11%
Scotland median hourly rate £13.50 £41.25 £33.00
% change year-on-year -67.27% +25.00% +4.76%

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

Artifactory
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Artifactory in Edinburgh over the 6 months to 23 May 2018.

Contractor daily rate histogram for Artifactory in Edinburgh

For the 6 months to 23 May 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 12 (75.00%) TeamCity
2 10 (62.50%) Git (software)
2 10 (62.50%) Banking
2 10 (62.50%) JIRA
3 8 (50.00%) Agile Software Development
3 8 (50.00%) Bitbucket
3 8 (50.00%) DevOps
4 7 (43.75%) Ansible
4 7 (43.75%) Confluence
4 7 (43.75%) Java
5 6 (37.50%) Linux
5 6 (37.50%) Puppet
5 6 (37.50%) Microservices
6 5 (31.25%) Continuous Delivery
6 5 (31.25%) Test Automation
6 5 (31.25%) JavaScript
6 5 (31.25%) Web Services
6 5 (31.25%) HTML
6 5 (31.25%) Unit Testing
6 5 (31.25%) Continuous Integration
6 5 (31.25%) Windows
7 4 (25.00%) Scrum
7 4 (25.00%) Kanban
7 4 (25.00%) jQuery
7 4 (25.00%) Unix
7 4 (25.00%) Microsoft
7 4 (25.00%) HTML5
7 4 (25.00%) PaaS
7 4 (25.00%) Enterprise Software
7 4 (25.00%) Red Hat Enterprise Linux

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 7 (43.75%) Confluence
2 2 (12.50%) Cloud Foundry
2 2 (12.50%) IIS
Applications
1 2 (12.50%) Microsoft PowerPoint
1 2 (12.50%) MS Visio
Cloud Services
1 4 (25.00%) PaaS
2 2 (12.50%) Amazon AWS
2 2 (12.50%) IaaS
2 2 (12.50%) IBM Cloud
2 2 (12.50%) Microsoft Azure
2 2 (12.50%) OpenShift
Communications & Networking
1 1 (6.25%) Firewall
Database & Business Intelligence
1 1 (6.25%) Big Data
1 1 (6.25%) Hadoop
Development Applications
1 12 (75.00%) TeamCity
2 10 (62.50%) Git (software)
2 10 (62.50%) JIRA
3 8 (50.00%) Bitbucket
4 3 (18.75%) Ant
4 3 (18.75%) Atlassian Bamboo
4 3 (18.75%) CF BOSH
4 3 (18.75%) Subversion
5 2 (12.50%) GitLab
5 2 (12.50%) IBM UrbanCode
5 2 (12.50%) Jenkins
5 2 (12.50%) Selenium
5 2 (12.50%) Sonatype Nexus
5 2 (12.50%) Zephyr
6 1 (6.25%) Maven
General
1 10 (62.50%) Banking
2 3 (18.75%) Finance
3 1 (6.25%) Retail Banking
Job Titles
1 5 (31.25%) Developer
1 5 (31.25%) DevOps Engineer
2 3 (18.75%) Front End Developer (Client-Side Developer)
2 3 (18.75%) UI Developer
3 2 (12.50%) Azure DevOps
3 2 (12.50%) Azure DevOps Engineer
3 2 (12.50%) Azure Engineer
3 2 (12.50%) Cloud Engineer
3 2 (12.50%) Designer
3 2 (12.50%) Java Developer
3 2 (12.50%) Platform Engineer
3 2 (12.50%) Senior Designer
4 1 (6.25%) Analyst
4 1 (6.25%) Banking Analyst
4 1 (6.25%) Full Stack Developer
4 1 (6.25%) React Developer
4 1 (6.25%) Senior Platform Engineer
4 1 (6.25%) Senior Software Designer
4 1 (6.25%) Software Designer
4 1 (6.25%) Windows Engineer
Libraries, Frameworks & Software Standards
1 5 (31.25%) HTML
1 5 (31.25%) Web Services
2 4 (25.00%) HTML5
2 4 (25.00%) jQuery
3 3 (18.75%) .NET
3 3 (18.75%) CSS
3 3 (18.75%) CSS3
3 3 (18.75%) DHTML
3 3 (18.75%) REST
3 3 (18.75%) SOAP
3 3 (18.75%) XML
4 2 (12.50%) J2EE
4 2 (12.50%) jBPM
4 2 (12.50%) JPA
4 2 (12.50%) Middleware
4 2 (12.50%) Spring
5 1 (6.25%) AngularJS
5 1 (6.25%) ASP.NET
5 1 (6.25%) LDAP
5 1 (6.25%) React
Miscellaneous
1 4 (25.00%) Enterprise Software
2 3 (18.75%) User Experience
3 2 (12.50%) Mainframe
4 1 (6.25%) Analytical Skills
4 1 (6.25%) Private Cloud
Operating Systems
1 6 (37.50%) Linux
2 5 (31.25%) Windows
3 4 (25.00%) Red Hat Enterprise Linux
3 4 (25.00%) Unix
4 3 (18.75%) Windows Server
5 1 (6.25%) Windows 2000 Server
Processes & Methodologies
1 8 (50.00%) Agile Software Development
1 8 (50.00%) DevOps
2 6 (37.50%) Microservices
3 5 (31.25%) Continuous Delivery
3 5 (31.25%) Continuous Integration
3 5 (31.25%) Test Automation
3 5 (31.25%) Unit Testing
4 4 (25.00%) Kanban
4 4 (25.00%) Scrum
5 3 (18.75%) Functional Testing
5 3 (18.75%) Non-Functional Testing
5 3 (18.75%) Performance Testing
5 3 (18.75%) Smoke Testing
5 3 (18.75%) SOA
6 2 (12.50%) Change Control
6 2 (12.50%) Complex Event Processing
6 2 (12.50%) Domain-Driven Design
6 2 (12.50%) EAI
6 2 (12.50%) Process Management
6 2 (12.50%) Waterfall
Programming Languages
1 7 (43.75%) Java
2 5 (31.25%) JavaScript
3 2 (12.50%) Bash Shell
3 2 (12.50%) Go
3 2 (12.50%) Perl
3 2 (12.50%) Python
3 2 (12.50%) SQL
4 1 (6.25%) C#
4 1 (6.25%) Dart
4 1 (6.25%) PowerShell
Qualifications
1 1 (6.25%) MBA
Quality Assurance & Compliance
1 1 (6.25%) QA
System Software
1 2 (12.50%) Docker
1 2 (12.50%) VMware NSX
2 1 (6.25%) Active Directory
Systems Management
1 7 (43.75%) Ansible
2 6 (37.50%) Puppet
3 3 (18.75%) Salt
4 2 (12.50%) HP Quality Center
4 2 (12.50%) Kubernetes
4 2 (12.50%) Opscode Chef
4 2 (12.50%) SELinux
5 1 (6.25%) Packer
5 1 (6.25%) SCCM
5 1 (6.25%) Terraform
Vendors
1 4 (25.00%) Microsoft
2 2 (12.50%) Black Duck
2 2 (12.50%) IBM
2 2 (12.50%) Red Hat
2 2 (12.50%) VMware
3 1 (6.25%) CheckPoint
3 1 (6.25%) Teradata