Period
to 21 January 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 January 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 Jan 2018
Same period 2017 Same period 2016
Rank 158 145 185
Rank change year-on-year -13 +40 +4
Contract jobs citing Artifactory 24 22 4
As % of all contract IT jobs advertised in Scotland 0.51% 0.59% 0.071%
As % of the Development Applications category 3.12% 3.48% 0.58%
Number of daily rates quoted 12 4 1
Scotland median daily rate £500 £400 £425
Median daily rate % change year-on-year +25.00% -5.88% -
10th Percentile £290 £375 £388
90th Percentile £613 £425 £463
UK median daily rate £525 £450 £450
% change year-on-year +16.67% - -11.76%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £60.00 - £60.00

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 769 632 688
As % of all contract IT jobs advertised in Scotland 16.35% 16.88% 12.27%
Number of daily rates quoted 484 376 379
Scotland median daily rate £400 £375 £340
Median daily rate % change year-on-year +6.67% +10.29% -9.33%
10th Percentile £288 £263 £242
90th Percentile £538 £488 £475
UK median daily rate £453 £425 £405
% change year-on-year +6.47% +4.94% +1.25%
Number of hourly rates quoted 7 10 13
Scotland median hourly rate £30.00 £24.91 £40.38
Median hourly rate % change year-on-year +20.43% -38.31% -4.99%
10th Percentile £12.71 £14.23 £33.65
90th Percentile £43.25 £48.54 £55.00
UK median hourly rate £43.50 £40.50 £40.00
% change year-on-year +7.41% +1.25% +6.67%

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 January 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 January 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 -35 22 £500 - 2
Glasgow -13 1 £400 - 2
Artifactory
UK

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

1 22 (91.67%) DevOps
2 20 (83.33%) Jenkins
3 19 (79.17%) Ansible
4 17 (70.83%) Agile Software Development
5 15 (62.50%) Linux
6 12 (50.00%) Red Hat Enterprise Linux
7 11 (45.83%) Git (software)
7 11 (45.83%) Python
8 10 (41.67%) Kanban
8 10 (41.67%) Docker
9 9 (37.50%) REST
9 9 (37.50%) Test Automation
9 9 (37.50%) Subversion
9 9 (37.50%) JIRA
10 8 (33.33%) TeamCity
10 8 (33.33%) Java
10 8 (33.33%) OpenShift
11 7 (29.17%) GitLab
11 7 (29.17%) Continuous Delivery
11 7 (29.17%) Scrum
11 7 (29.17%) VMware
12 6 (25.00%) Maven
12 6 (25.00%) Atlassian Bamboo
12 6 (25.00%) Continuous Integration
12 6 (25.00%) Web Services
12 6 (25.00%) SELinux
12 6 (25.00%) Bitbucket
12 6 (25.00%) Puppet
13 5 (20.83%) Bash Shell
13 5 (20.83%) Functional Testing

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 (20.83%) JBoss
2 4 (16.67%) Tomcat
3 3 (12.50%) Confluence
4 1 (4.17%) Apache
4 1 (4.17%) GeoServer
4 1 (4.17%) Oracle SOA Suite
Cloud Services
1 8 (33.33%) OpenShift
2 3 (12.50%) PaaS
3 1 (4.17%) npm
Communications & Networking
1 1 (4.17%) Firewall
1 1 (4.17%) HTTPS
1 1 (4.17%) SSL
Database & Business Intelligence
1 3 (12.50%) MongoDB
1 3 (12.50%) PostgreSQL
2 2 (8.33%) Hadoop
3 1 (4.17%) Big Data
3 1 (4.17%) GIS
3 1 (4.17%) Oracle Database
Development Applications
1 20 (83.33%) Jenkins
2 11 (45.83%) Git (software)
3 9 (37.50%) JIRA
3 9 (37.50%) Subversion
4 8 (33.33%) TeamCity
5 7 (29.17%) GitLab
6 6 (25.00%) Atlassian Bamboo
6 6 (25.00%) Bitbucket
6 6 (25.00%) Maven
7 5 (20.83%) Selenium
8 4 (16.67%) Gradle
9 3 (12.50%) Ant
9 3 (12.50%) Sonatype Nexus
10 1 (4.17%) Cucumber
10 1 (4.17%) JMeter
10 1 (4.17%) JUnit
10 1 (4.17%) Log4j
General
1 4 (16.67%) Banking
2 3 (12.50%) Law
3 1 (4.17%) Finance
Job Titles
1 12 (50.00%) DevOps Engineer
2 4 (16.67%) Developer
3 2 (8.33%) Analyst
3 2 (8.33%) Consultant
3 2 (8.33%) DevOps Consultant
3 2 (8.33%) Lead Developer
3 2 (8.33%) Senior Developer
4 1 (4.17%) Agile Developer
4 1 (4.17%) Automation Engineer
4 1 (4.17%) Banking Analyst
4 1 (4.17%) Build Automation Engineer
4 1 (4.17%) Build Engineer
4 1 (4.17%) Deployment Analyst
4 1 (4.17%) Digital Developer
4 1 (4.17%) Digital Transformation
4 1 (4.17%) Java Developer
4 1 (4.17%) Python Developer
4 1 (4.17%) Senior DevOps
4 1 (4.17%) Senior DevOps Engineer
4 1 (4.17%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 9 (37.50%) REST
2 6 (25.00%) Web Services
3 5 (20.83%) Middleware
3 5 (20.83%) SOAP
3 5 (20.83%) Spring
4 2 (8.33%) HTML
5 1 (4.17%) Hibernate
5 1 (4.17%) HTML5
5 1 (4.17%) JDBC
5 1 (4.17%) JPA
5 1 (4.17%) OpenLayers
5 1 (4.17%) RESTful
Miscellaneous
1 4 (16.67%) Enterprise Software
2 2 (8.33%) Private Cloud
3 1 (4.17%) Computer Science
3 1 (4.17%) VxBlock/Vblock
Operating Systems
1 15 (62.50%) Linux
2 12 (50.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 22 (91.67%) DevOps
2 17 (70.83%) Agile Software Development
3 10 (41.67%) Kanban
4 9 (37.50%) Test Automation
5 7 (29.17%) Continuous Delivery
5 7 (29.17%) Scrum
6 6 (25.00%) Continuous Integration
7 5 (20.83%) Functional Testing
7 5 (20.83%) Non-Functional Testing
7 5 (20.83%) Performance Testing
8 4 (16.67%) Microservices
9 3 (12.50%) Artefact Management
9 3 (12.50%) BDD
9 3 (12.50%) Continuous Deployment
9 3 (12.50%) Open Source
9 3 (12.50%) Performance Tuning
9 3 (12.50%) SDLC
9 3 (12.50%) TDD
9 3 (12.50%) Unit Testing
10 2 (8.33%) User Acceptance Testing
Programming Languages
1 11 (45.83%) Python
2 8 (33.33%) Java
3 5 (20.83%) Bash Shell
4 4 (16.67%) Go
5 3 (12.50%) Perl
6 2 (8.33%) JavaScript
7 1 (4.17%) Dart
7 1 (4.17%) PL/SQL
7 1 (4.17%) SQL
Qualifications
1 1 (4.17%) BPSS Clearance
1 1 (4.17%) Degree
Quality Assurance & Compliance
1 4 (16.67%) Disclosure Scotland
2 1 (4.17%) QA
System Software
1 10 (41.67%) Docker
2 4 (16.67%) VMware NSX
3 1 (4.17%) Active Directory
3 1 (4.17%) VMware Infrastructure
Systems Management
1 19 (79.17%) Ansible
2 6 (25.00%) Puppet
2 6 (25.00%) SELinux
3 4 (16.67%) Kubernetes
4 3 (12.50%) Salt
Vendors
1 7 (29.17%) VMware
2 4 (16.67%) Black Duck
3 1 (4.17%) CheckPoint
3 1 (4.17%) Oracle
3 1 (4.17%) Teradata