Period
to 21 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 183 159 176
Rank change year-on-year -24 +17 +10
Contract jobs citing Artifactory 29 16 35
As % of all contract IT jobs advertised in Scotland 0.52% 0.38% 0.64%
As % of the Development Applications category 2.83% 2.45% 4.59%
Number of daily rates quoted 6 12 2
Scotland median daily rate £438 £413 £425
Median daily rate % change year-on-year +6.06% -2.94% +25.93%
10th Percentile £398 £339 £388
90th Percentile £497 £559 £463
UK median daily rate £550 £500 £475
% change year-on-year +10.00% +5.26% +18.75%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £35.00 - -

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 1,023 653 763
As % of all contract IT jobs advertised in Scotland 18.25% 15.42% 13.86%
Number of daily rates quoted 608 424 426
Scotland median daily rate £400 £388 £350
Median daily rate % change year-on-year +3.23% +10.71% -6.67%
10th Percentile £285 £275 £255
90th Percentile £550 £525 £475
UK median daily rate £470 £438 £425
% change year-on-year +7.43% +2.94% +6.25%
Number of hourly rates quoted 5 12 6
Scotland median hourly rate £35.00 £44.20 £27.00
Median hourly rate % change year-on-year -20.81% +63.69% -12.20%
10th Percentile £32.75 £37.88 £11.25
90th Percentile £46.00 £195.00 £46.06
UK median hourly rate £42.50 £42.50 £42.50

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
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 July 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 -17 22 £438 +9.38% 2
Glasgow -20 6 £444 +4.41% 1
West Lothian - 1 £475 -
Artifactory
UK

For the 6 months to 21 July 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 24 (82.76%) Git (software)
2 20 (68.97%) TeamCity
3 18 (62.07%) Continuous Integration
3 18 (62.07%) Ansible
4 17 (58.62%) DevOps
4 17 (58.62%) Bitbucket
4 17 (58.62%) Agile Software Development
5 16 (55.17%) Puppet
6 14 (48.28%) Banking
6 14 (48.28%) Continuous Delivery
7 13 (44.83%) Subversion
7 13 (44.83%) Linux
7 13 (44.83%) Amazon AWS
8 11 (37.93%) Red Hat Enterprise Linux
8 11 (37.93%) JIRA
8 11 (37.93%) Sonatype Nexus
8 11 (37.93%) Docker
9 10 (34.48%) Terraform
9 10 (34.48%) Maven
9 10 (34.48%) Finance
9 10 (34.48%) Microsoft
9 10 (34.48%) Test Automation
9 10 (34.48%) Jenkins
10 9 (31.03%) Opscode Chef
10 9 (31.03%) Windows
10 9 (31.03%) Python
11 8 (27.59%) Unix
11 8 (27.59%) Red Hat
11 8 (27.59%) Microsoft Azure
11 8 (27.59%) Confluence

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 8 (27.59%) Confluence
2 6 (20.69%) Cloud Foundry
3 3 (10.34%) IIS
3 3 (10.34%) nginx
4 2 (6.90%) Apache
5 1 (3.45%) Elasticsearch
Applications
1 2 (6.90%) Microsoft PowerPoint
1 2 (6.90%) MS Visio
Cloud Services
1 13 (44.83%) Amazon AWS
2 8 (27.59%) Microsoft Azure
3 6 (20.69%) OpenShift
4 5 (17.24%) IaaS
4 5 (17.24%) PaaS
5 4 (13.79%) Google Cloud Platform
5 4 (13.79%) Tricentis Tosca
6 2 (6.90%) AWS CloudFormation
6 2 (6.90%) Datadog
6 2 (6.90%) IBM Cloud
Communications & Networking
1 6 (20.69%) Firewall
2 1 (3.45%) SAN
Database & Business Intelligence
1 5 (17.24%) MongoDB
2 4 (13.79%) Amazon DynamoDB
2 4 (13.79%) Apache Cassandra
2 4 (13.79%) Couchbase
2 4 (13.79%) NoSQL
2 4 (13.79%) Redis
3 2 (6.90%) MySQL
4 1 (3.45%) Oracle Database
Development Applications
1 24 (82.76%) Git (software)
2 20 (68.97%) TeamCity
3 17 (58.62%) Bitbucket
4 13 (44.83%) Subversion
5 11 (37.93%) JIRA
5 11 (37.93%) Sonatype Nexus
6 10 (34.48%) Jenkins
6 10 (34.48%) Maven
7 7 (24.14%) Atlassian Bamboo
8 5 (17.24%) GitLab
8 5 (17.24%) GoCD
8 5 (17.24%) IBM UrbanCode
8 5 (17.24%) Vagrant
9 4 (13.79%) Ant
9 4 (13.79%) Cucumber
9 4 (13.79%) HP UFT
9 4 (13.79%) Selenium
10 3 (10.34%) CF BOSH
11 2 (6.90%) Octopus Deploy
11 2 (6.90%) Zephyr
General
1 14 (48.28%) Banking
2 10 (34.48%) Finance
3 3 (10.34%) Retail Banking
Job Titles
1 13 (44.83%) DevOps Engineer
2 5 (17.24%) Developer
3 4 (13.79%) Windows Engineer
4 3 (10.34%) Cloud Engineer
4 3 (10.34%) Front End Developer (Client-Side Developer)
4 3 (10.34%) Platform Engineer
4 3 (10.34%) UI Developer
5 2 (6.90%) AWS DevOps
5 2 (6.90%) Azure DevOps
5 2 (6.90%) Azure DevOps Engineer
5 2 (6.90%) Azure Engineer
5 2 (6.90%) Designer
5 2 (6.90%) Java Developer
5 2 (6.90%) Senior Designer
6 1 (3.45%) AWS Engineer
6 1 (3.45%) Cloud Infrastructure Engineer
6 1 (3.45%) Full Stack Developer
6 1 (3.45%) React Developer
6 1 (3.45%) Senior Platform Engineer
6 1 (3.45%) Windows DevOps Engineer
Libraries, Frameworks & Software Standards
1 8 (27.59%) Elastic Stack
2 7 (24.14%) .NET
3 5 (17.24%) RabbitMQ
3 5 (17.24%) Web Services
4 4 (13.79%) ASP.NET
4 4 (13.79%) HTML
4 4 (13.79%) jQuery
5 3 (10.34%) CSS
5 3 (10.34%) CSS3
5 3 (10.34%) DHTML
5 3 (10.34%) HTML5
5 3 (10.34%) REST
5 3 (10.34%) SOAP
5 3 (10.34%) XML
6 2 (6.90%) J2EE
6 2 (6.90%) jBPM
6 2 (6.90%) JPA
6 2 (6.90%) Middleware
6 2 (6.90%) Spring
7 1 (3.45%) LDAP
Miscellaneous
1 3 (10.34%) Public Cloud
1 3 (10.34%) User Experience
2 2 (6.90%) Enterprise Software
2 2 (6.90%) Mainframe
3 1 (3.45%) Analytical Skills
Operating Systems
1 13 (44.83%) Linux
2 11 (37.93%) Red Hat Enterprise Linux
3 9 (31.03%) Windows
4 8 (27.59%) Unix
5 6 (20.69%) Windows Server
6 3 (10.34%) Windows 2000 Server
7 2 (6.90%) Ubuntu
8 1 (3.45%) CentOS
8 1 (3.45%) Windows Server 2012
Processes & Methodologies
1 18 (62.07%) Continuous Integration
2 17 (58.62%) Agile Software Development
2 17 (58.62%) DevOps
3 14 (48.28%) Continuous Delivery
4 10 (34.48%) Test Automation
5 7 (24.14%) Load Balancing
6 6 (20.69%) Kanban
6 6 (20.69%) TDD
7 5 (17.24%) Change Control
7 5 (17.24%) Microservices
7 5 (17.24%) Unit Testing
7 5 (17.24%) Waterfall
8 4 (13.79%) ATDD
8 4 (13.79%) Configuration Management
8 4 (13.79%) High Availability
8 4 (13.79%) Pair Programming
9 3 (10.34%) Functional Testing
9 3 (10.34%) Non-Functional Testing
9 3 (10.34%) Smoke Testing
9 3 (10.34%) Web Application Development
Programming Languages
1 9 (31.03%) Python
2 8 (27.59%) PowerShell
3 5 (17.24%) Java
4 4 (13.79%) C#
4 4 (13.79%) JavaScript
4 4 (13.79%) SQL
5 3 (10.34%) Perl
Qualifications
1 1 (3.45%) AWS Certification
1 1 (3.45%) MBA
System Software
1 11 (37.93%) Docker
2 2 (6.90%) iptables
2 2 (6.90%) VMware Infrastructure
3 1 (3.45%) NFS
Systems Management
1 18 (62.07%) Ansible
2 16 (55.17%) Puppet
3 10 (34.48%) Terraform
4 9 (31.03%) Opscode Chef
5 8 (27.59%) Packer
6 7 (24.14%) HAProxy
7 6 (20.69%) Kubernetes
8 5 (17.24%) Graphite
8 5 (17.24%) Icinga
9 4 (13.79%) OpenView
9 4 (13.79%) SCOM
9 4 (13.79%) ZABBIX
10 3 (10.34%) Salt
10 3 (10.34%) SCCM
11 2 (6.90%) HP Quality Center
11 2 (6.90%) Nagios
12 1 (3.45%) Kibana
12 1 (3.45%) logstash
Vendors
1 10 (34.48%) Microsoft
2 8 (27.59%) Red Hat
3 7 (24.14%) VMware
4 4 (13.79%) Google
4 4 (13.79%) HP
5 2 (6.90%) AppDynamics
5 2 (6.90%) IBM
5 2 (6.90%) New Relic
5 2 (6.90%) Splunk
6 1 (3.45%) Oracle