Period
to 14 November 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 14 November 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
14 Nov 2018
Same period 2017 Same period 2016
Rank 108 113 82
Rank change year-on-year +5 -31 +46
Contract jobs citing Artifactory 30 22 43
As % of all contract IT jobs advertised in Edinburgh 1.02% 0.76% 1.99%
As % of the Development Applications category 5.30% 4.94% 11.59%
Number of daily rates quoted 4 10 1
Edinburgh median daily rate £419 £463 £425
Median daily rate % change year-on-year -9.46% +8.82% -
10th Percentile £397 £260 £388
90th Percentile £456 £601 £463
Scotland median daily rate £438 £450 £400
% change year-on-year -2.78% +12.50% -5.88%
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 566 445 371
As % of all contract IT jobs advertised in Edinburgh 19.22% 15.30% 17.16%
Number of daily rates quoted 310 274 207
Edinburgh median daily rate £425 £400 £380
Median daily rate % change year-on-year +6.25% +5.26% +2.70%
10th Percentile £325 £271 £260
90th Percentile £613 £550 £488
Scotland median daily rate £408 £400 £363
% change year-on-year +1.88% +10.34% +3.57%
Number of hourly rates quoted 3 2 4
Edinburgh median hourly rate £44.27 £43.39 £46.13
Median hourly rate % change year-on-year +2.03% -5.93% +14.23%
Scotland median hourly rate £35.00 £43.39 £43.00
% change year-on-year -19.34% +0.91% +6.49%

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 14 November 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 24 (80.00%) Ansible
2 22 (73.33%) Puppet
3 18 (60.00%) Docker
3 18 (60.00%) Bitbucket
3 18 (60.00%) Windows
4 16 (53.33%) Linux
4 16 (53.33%) Agile Software Development
4 16 (53.33%) Red Hat Enterprise Linux
4 16 (53.33%) Git (software)
5 14 (46.67%) OpenShift
5 14 (46.67%) Red Hat
5 14 (46.67%) Kubernetes
6 13 (43.33%) Apache
6 13 (43.33%) Banking
6 13 (43.33%) TeamCity
6 13 (43.33%) Continuous Integration
6 13 (43.33%) Amazon AWS
7 12 (40.00%) Jenkins
7 12 (40.00%) DevOps
8 11 (36.67%) Kanban
8 11 (36.67%) Firewall
8 11 (36.67%) Microsoft
8 11 (36.67%) Continuous Delivery
9 10 (33.33%) nginx
9 10 (33.33%) Microsoft Azure
10 9 (30.00%) .NET
10 9 (30.00%) Windows Server
11 8 (26.67%) IBM UrbanCode
11 8 (26.67%) Sonatype Nexus
11 8 (26.67%) Oracle ZFS

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 13 (43.33%) Apache
2 10 (33.33%) nginx
3 8 (26.67%) Tomcat
4 6 (20.00%) Confluence
4 6 (20.00%) IIS
5 4 (13.33%) Cloud Foundry
Business Applications
1 3 (10.00%) Oracle Cash Management
Cloud Services
1 14 (46.67%) OpenShift
2 13 (43.33%) Amazon AWS
3 10 (33.33%) Microsoft Azure
4 6 (20.00%) Datadog
5 5 (16.67%) IaaS
5 5 (16.67%) PaaS
6 4 (13.33%) Google Cloud Platform
6 4 (13.33%) SaaS
6 4 (13.33%) Tricentis Tosca
7 2 (6.67%) AWS CloudFormation
8 1 (3.33%) Amazon ELB
8 1 (3.33%) IBM Cloud
Communications & Networking
1 11 (36.67%) Firewall
2 8 (26.67%) DNS
2 8 (26.67%) DSL
2 8 (26.67%) SSL
3 1 (3.33%) SAN
Database & Business Intelligence
1 8 (26.67%) PostgreSQL
2 4 (13.33%) Amazon DynamoDB
2 4 (13.33%) Apache Cassandra
2 4 (13.33%) Couchbase
2 4 (13.33%) NoSQL
2 4 (13.33%) Redis
3 2 (6.67%) MySQL
Development Applications
1 18 (60.00%) Bitbucket
2 16 (53.33%) Git (software)
3 13 (43.33%) TeamCity
4 12 (40.00%) Jenkins
5 8 (26.67%) Cucumber
5 8 (26.67%) GitLab
5 8 (26.67%) IBM UrbanCode
5 8 (26.67%) Selenium
5 8 (26.67%) Sonatype Nexus
6 7 (23.33%) JIRA
7 6 (20.00%) Octopus Deploy
8 5 (16.67%) Atlassian Bamboo
8 5 (16.67%) Subversion
9 4 (13.33%) HP UFT
9 4 (13.33%) Maven
9 4 (13.33%) Zephyr
10 3 (10.00%) Ant
11 1 (3.33%) CF BOSH
General
1 13 (43.33%) Banking
2 6 (20.00%) Finance
3 4 (13.33%) Retail Banking
4 2 (6.67%) Law
5 1 (3.33%) Retail
Job Titles
1 9 (30.00%) DevOps Engineer
2 4 (13.33%) Administrator
2 4 (13.33%) Cloud Engineer
2 4 (13.33%) Linux Administrator
2 4 (13.33%) Linux Systems Administrator
2 4 (13.33%) Platform Engineer
2 4 (13.33%) Systems Administrator
2 4 (13.33%) Windows Engineer
3 3 (10.00%) AWS DevOps
3 3 (10.00%) Developer
3 3 (10.00%) Front End Developer (Client-Side Developer)
4 2 (6.67%) React Developer
5 1 (3.33%) AWS DevOps Engineer
5 1 (3.33%) AWS Engineer
5 1 (3.33%) Azure DevOps
5 1 (3.33%) Azure DevOps Engineer
5 1 (3.33%) Azure Engineer
5 1 (3.33%) Solaris Consultant
5 1 (3.33%) UI Developer
5 1 (3.33%) Windows DevOps Engineer
Libraries, Frameworks & Software Standards
1 9 (30.00%) .NET
2 8 (26.67%) LDAP
3 4 (13.33%) LAPP Stack
4 3 (10.00%) ASP.NET
4 3 (10.00%) CSS
4 3 (10.00%) CSS3
4 3 (10.00%) DHTML
4 3 (10.00%) HTML
4 3 (10.00%) HTML5
4 3 (10.00%) jQuery
4 3 (10.00%) XML
5 2 (6.67%) Elastic Stack
6 1 (3.33%) REST
6 1 (3.33%) SOAP
6 1 (3.33%) Spring
6 1 (3.33%) Web Services
Miscellaneous
1 3 (10.00%) Public Cloud
1 3 (10.00%) User Experience
Operating Systems
1 18 (60.00%) Windows
2 16 (53.33%) Linux
2 16 (53.33%) Red Hat Enterprise Linux
3 9 (30.00%) Windows Server
4 8 (26.67%) Solaris
4 8 (26.67%) Unix
5 6 (20.00%) Ubuntu
6 3 (10.00%) Windows 2000 Server
7 1 (3.33%) Windows Server 2012
Processes & Methodologies
1 16 (53.33%) Agile Software Development
2 13 (43.33%) Continuous Integration
3 12 (40.00%) DevOps
4 11 (36.67%) Continuous Delivery
4 11 (36.67%) Kanban
5 6 (20.00%) Analytics
5 6 (20.00%) Patch Management
5 6 (20.00%) Scrum
5 6 (20.00%) Virtual Environments
6 5 (16.67%) Change Control
6 5 (16.67%) Test Automation
6 5 (16.67%) Waterfall
7 4 (13.33%) ATDD
7 4 (13.33%) Business Transformation
7 4 (13.33%) High Availability
7 4 (13.33%) Pair Programming
7 4 (13.33%) Problem-Solving
7 4 (13.33%) TDD
8 3 (10.00%) Microservices
8 3 (10.00%) Unit Testing
Programming Languages
1 8 (26.67%) Bash Shell
1 8 (26.67%) PowerShell
1 8 (26.67%) Python
2 3 (10.00%) C#
2 3 (10.00%) Java
2 3 (10.00%) JavaScript
2 3 (10.00%) SQL
3 2 (6.67%) Perl
Qualifications
1 1 (3.33%) Security Cleared
System Software
1 18 (60.00%) Docker
2 6 (20.00%) VMware Infrastructure
3 3 (10.00%) VMware NSX
4 2 (6.67%) iptables
5 1 (3.33%) NFS
Systems Management
1 24 (80.00%) Ansible
2 22 (73.33%) Puppet
3 14 (46.67%) Kubernetes
4 8 (26.67%) Oracle ZFS
4 8 (26.67%) Red Hat Satellite
5 6 (20.00%) Nagios
5 6 (20.00%) Opscode Chef
5 6 (20.00%) Prometheus
5 6 (20.00%) Terraform
5 6 (20.00%) Xymon
6 5 (16.67%) Packer
7 4 (13.33%) OpenView
7 4 (13.33%) SCOM
7 4 (13.33%) ZABBIX
8 3 (10.00%) SCCM
9 2 (6.67%) HAProxy
10 1 (3.33%) Salt
Vendors
1 14 (46.67%) Red Hat
2 11 (36.67%) Microsoft
3 7 (23.33%) Google
4 6 (20.00%) AppDynamics
4 6 (20.00%) New Relic
4 6 (20.00%) Splunk
4 6 (20.00%) VMware
5 4 (13.33%) HP
5 4 (13.33%) IBM
5 4 (13.33%) Micro Focus
6 3 (10.00%) Oracle