Period
to 18 November 2017

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 18 November 2017 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
18 Nov 2017
Same period 2016 Same period 2015
Rank 158 137 197
Rank change year-on-year -21 +60 -1
Contract jobs citing Artifactory 26 47 4
As % of all contract IT jobs advertised in Scotland 0.52% 1.07% 0.064%
As % of the Development Applications category 3.09% 6.48% 0.53%
Number of daily rates quoted 13 4 1
Scotland median daily rate £450 £400 £425
Median daily rate % change year-on-year +12.50% -5.88% -
10th Percentile £276 £375 £388
90th Percentile £610 £425 £463
UK median daily rate £530 £475 £425
% change year-on-year +11.58% +11.76% -5.56%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £65.00 - £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 841 725 751
As % of all contract IT jobs advertised in Scotland 16.89% 16.56% 12.09%
Number of daily rates quoted 517 413 406
Scotland median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £270 £258 £261
90th Percentile £538 £475 £467
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +2.27%
Number of hourly rates quoted 11 10 21
Scotland median hourly rate £43.39 £43.00 £40.38
Median hourly rate % change year-on-year +0.91% +6.49% +0.95%
10th Percentile £32.50 £14.00 £29.25
90th Percentile £195.00 £48.54 £55.00
UK median hourly rate £42.50 £41.00 £40.00
% change year-on-year +3.66% +2.50% +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 18 November 2017.

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 18 November 2017. 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 -25 22 £463 - 2
Glasgow -10 3 £413 +3.13%
Artifactory
UK

For the 6 months to 18 November 2017, 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 23 (88.46%) DevOps
2 22 (84.62%) Jenkins
3 19 (73.08%) Ansible
4 18 (69.23%) Agile Software Development
5 17 (65.38%) Linux
6 14 (53.85%) Python
7 13 (50.00%) Red Hat Enterprise Linux
8 12 (46.15%) Git (software)
9 11 (42.31%) Docker
10 10 (38.46%) Kanban
10 10 (38.46%) Subversion
11 9 (34.62%) JIRA
11 9 (34.62%) Scrum
11 9 (34.62%) Test Automation
11 9 (34.62%) TeamCity
11 9 (34.62%) Puppet
11 9 (34.62%) REST
11 9 (34.62%) OpenShift
12 8 (30.77%) GitLab
12 8 (30.77%) Continuous Delivery
12 8 (30.77%) Bash Shell
12 8 (30.77%) VMware
13 7 (26.92%) Maven
13 7 (26.92%) Java
14 6 (23.08%) Web Services
14 6 (23.08%) Atlassian Bamboo
14 6 (23.08%) Continuous Integration
14 6 (23.08%) Disclosure Scotland
14 6 (23.08%) Kubernetes
14 6 (23.08%) Bitbucket

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 (19.23%) JBoss
2 4 (15.38%) Tomcat
3 3 (11.54%) Confluence
4 1 (3.85%) Apache
4 1 (3.85%) GeoServer
4 1 (3.85%) Oracle SOA Suite
Cloud Services
1 9 (34.62%) OpenShift
2 2 (7.69%) PaaS
3 1 (3.85%) npm
Communications & Networking
1 1 (3.85%) DSL
1 1 (3.85%) Firewall
1 1 (3.85%) HTTPS
1 1 (3.85%) Internet
1 1 (3.85%) SSL
Database & Business Intelligence
1 3 (11.54%) MongoDB
1 3 (11.54%) PostgreSQL
2 2 (7.69%) Hadoop
3 1 (3.85%) Big Data
3 1 (3.85%) BusinessObjects
3 1 (3.85%) Data Warehouse
3 1 (3.85%) GIS
3 1 (3.85%) Oracle Database
3 1 (3.85%) RDBMS
3 1 (3.85%) Relational Database
3 1 (3.85%) SQL Server
3 1 (3.85%) SQL Server Integration Services
3 1 (3.85%) SQL Server Reporting Services
Development Applications
1 22 (84.62%) Jenkins
2 12 (46.15%) Git (software)
3 10 (38.46%) Subversion
4 9 (34.62%) JIRA
4 9 (34.62%) TeamCity
5 8 (30.77%) GitLab
6 7 (26.92%) Maven
7 6 (23.08%) Atlassian Bamboo
7 6 (23.08%) Bitbucket
8 5 (19.23%) Selenium
9 4 (15.38%) Gradle
9 4 (15.38%) Sonatype Nexus
10 3 (11.54%) Ant
11 1 (3.85%) Cucumber
11 1 (3.85%) JMeter
11 1 (3.85%) JUnit
11 1 (3.85%) Log4j
General
1 3 (11.54%) Banking
1 3 (11.54%) Finance
1 3 (11.54%) Law
Job Titles
1 12 (46.15%) DevOps Engineer
2 4 (15.38%) Developer
3 2 (7.69%) Analyst
3 2 (7.69%) Automation Engineer
3 2 (7.69%) Consultant
3 2 (7.69%) DevOps Consultant
3 2 (7.69%) Lead Developer
3 2 (7.69%) Senior Developer
4 1 (3.85%) Administrator
4 1 (3.85%) Agile Developer
4 1 (3.85%) Big Data Analyst
4 1 (3.85%) Build Automation Engineer
4 1 (3.85%) Digital Developer
4 1 (3.85%) Digital Transformation
4 1 (3.85%) Linux Specialist
4 1 (3.85%) Python Developer
4 1 (3.85%) Senior DevOps
4 1 (3.85%) Senior Python Developer
4 1 (3.85%) Service Analyst
4 1 (3.85%) Test Analyst
Libraries, Frameworks & Software Standards
1 9 (34.62%) REST
2 6 (23.08%) Web Services
3 5 (19.23%) Middleware
3 5 (19.23%) SOAP
3 5 (19.23%) Spring
4 2 (7.69%) HTML
5 1 (3.85%) Hibernate
5 1 (3.85%) HTML5
5 1 (3.85%) JDBC
5 1 (3.85%) JPA
5 1 (3.85%) OpenLayers
5 1 (3.85%) RESTful
Miscellaneous
1 4 (15.38%) Enterprise Software
2 2 (7.69%) Private Cloud
2 2 (7.69%) VxBlock/Vblock
3 1 (3.85%) Computer Science
Operating Systems
1 17 (65.38%) Linux
2 13 (50.00%) Red Hat Enterprise Linux
3 1 (3.85%) Unix
3 1 (3.85%) Windows
Processes & Methodologies
1 23 (88.46%) DevOps
2 18 (69.23%) Agile Software Development
3 10 (38.46%) Kanban
4 9 (34.62%) Scrum
4 9 (34.62%) Test Automation
5 8 (30.77%) Continuous Delivery
6 6 (23.08%) Continuous Integration
7 5 (19.23%) Functional Testing
7 5 (19.23%) Non-Functional Testing
7 5 (19.23%) Performance Testing
8 4 (15.38%) Microservices
9 3 (11.54%) Artefact Management
9 3 (11.54%) BDD
9 3 (11.54%) Continuous Deployment
9 3 (11.54%) Open Source
9 3 (11.54%) Performance Tuning
9 3 (11.54%) SDLC
9 3 (11.54%) TDD
9 3 (11.54%) Unit Testing
10 2 (7.69%) Smoke Testing
Programming Languages
1 14 (53.85%) Python
2 8 (30.77%) Bash Shell
3 7 (26.92%) Java
4 4 (15.38%) Go
5 3 (11.54%) Perl
6 2 (7.69%) JavaScript
7 1 (3.85%) Dart
7 1 (3.85%) PL/SQL
7 1 (3.85%) PowerShell
7 1 (3.85%) SQL
Qualifications
1 1 (3.85%) BPSS Clearance
1 1 (3.85%) Degree
Quality Assurance & Compliance
1 6 (23.08%) Disclosure Scotland
System Software
1 11 (42.31%) Docker
2 5 (19.23%) VMware Infrastructure
2 5 (19.23%) VMware NSX
3 1 (3.85%) Tivoli Workload Scheduler
Systems Management
1 19 (73.08%) Ansible
2 9 (34.62%) Puppet
3 6 (23.08%) Kubernetes
3 6 (23.08%) SELinux
4 3 (11.54%) Salt
5 2 (7.69%) Prometheus
5 2 (7.69%) Red Hat Satellite
5 2 (7.69%) Xymon
6 1 (3.85%) Control-M
6 1 (3.85%) Opscode Chef
6 1 (3.85%) Terraform
6 1 (3.85%) Tivoli
Vendors
1 8 (30.77%) VMware
2 4 (15.38%) Black Duck
3 2 (7.69%) Oracle
3 2 (7.69%) Red Hat
4 1 (3.85%) CA
4 1 (3.85%) Informatica
4 1 (3.85%) Teradata