Period
to 21 November 2017

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 21 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
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 112 88 135
Rank change year-on-year -24 +47 -16
Contract jobs citing Artifactory 22 39 4
As % of all contract IT jobs advertised in Edinburgh 0.75% 1.85% 0.13%
As % of the Development Applications category 4.82% 10.68% 1.11%
Number of daily rates quoted 10 0 1
Edinburgh median daily rate £463 - £425
10th Percentile £260 - £388
90th Percentile £601 - £463
Scotland median daily rate £450 £400 £425
% change year-on-year +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 456 365 359
As % of all contract IT jobs advertised in Edinburgh 15.52% 17.27% 11.28%
Number of daily rates quoted 280 208 210
Edinburgh median daily rate £400 £388 £363
Median daily rate % change year-on-year +3.23% +6.90% -3.33%
10th Percentile £272 £262 £263
90th Percentile £550 £492 £475
Scotland median daily rate £400 £373 £350
% change year-on-year +7.38% +6.43% -6.67%
Number of hourly rates quoted 2 4 3
Edinburgh median hourly rate £43.39 £46.13 £40.38
Median hourly rate % change year-on-year -5.93% +14.23% -4.99%
Scotland median hourly rate £43.39 £43.00 £40.38
% change year-on-year +0.91% +6.49% +6.26%

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 21 November 2017.

Contractor daily rate histogram for Artifactory in Edinburgh

For the 6 months to 21 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 Edinburgh region with a requirement for Artifactory.

1 19 (86.36%) DevOps
2 18 (81.82%) Jenkins
3 16 (72.73%) Ansible
4 14 (63.64%) Agile Software Development
5 13 (59.09%) Linux
6 11 (50.00%) Python
6 11 (50.00%) Red Hat Enterprise Linux
7 10 (45.45%) Git (software)
8 9 (40.91%) Test Automation
8 9 (40.91%) REST
8 9 (40.91%) JIRA
8 9 (40.91%) Subversion
9 8 (36.36%) TeamCity
9 8 (36.36%) Kanban
9 8 (36.36%) Docker
9 8 (36.36%) Puppet
9 8 (36.36%) Continuous Delivery
10 7 (31.82%) Scrum
11 6 (27.27%) VMware
11 6 (27.27%) Maven
11 6 (27.27%) Atlassian Bamboo
11 6 (27.27%) Continuous Integration
11 6 (27.27%) Web Services
11 6 (27.27%) OpenShift
11 6 (27.27%) GitLab
11 6 (27.27%) Bash Shell
11 6 (27.27%) Bitbucket
12 5 (22.73%) SELinux
12 5 (22.73%) Functional Testing
12 5 (22.73%) Non-Functional Testing

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 5 (22.73%) JBoss
2 4 (18.18%) Tomcat
3 3 (13.64%) Confluence
4 1 (4.55%) Apache
4 1 (4.55%) Oracle SOA Suite
Cloud Services
1 6 (27.27%) OpenShift
2 2 (9.09%) PaaS
3 1 (4.55%) npm
Communications & Networking
1 1 (4.55%) DSL
1 1 (4.55%) Firewall
1 1 (4.55%) HTTPS
1 1 (4.55%) Internet
1 1 (4.55%) SSL
Database & Business Intelligence
1 2 (9.09%) Hadoop
1 2 (9.09%) MongoDB
1 2 (9.09%) PostgreSQL
2 1 (4.55%) Big Data
2 1 (4.55%) Oracle Database
Development Applications
1 18 (81.82%) Jenkins
2 10 (45.45%) Git (software)
3 9 (40.91%) JIRA
3 9 (40.91%) Subversion
4 8 (36.36%) TeamCity
5 6 (27.27%) Atlassian Bamboo
5 6 (27.27%) Bitbucket
5 6 (27.27%) GitLab
5 6 (27.27%) Maven
6 4 (18.18%) Selenium
7 3 (13.64%) Ant
7 3 (13.64%) Gradle
7 3 (13.64%) Sonatype Nexus
8 1 (4.55%) Cucumber
8 1 (4.55%) JMeter
8 1 (4.55%) JUnit
8 1 (4.55%) Log4j
General
1 3 (13.64%) Banking
1 3 (13.64%) Law
2 2 (9.09%) Finance
Job Titles
1 9 (40.91%) DevOps Engineer
2 3 (13.64%) Developer
3 2 (9.09%) Analyst
3 2 (9.09%) Consultant
3 2 (9.09%) DevOps Consultant
3 2 (9.09%) Lead Developer
4 1 (4.55%) Administrator
4 1 (4.55%) Agile Developer
4 1 (4.55%) Automation Engineer
4 1 (4.55%) Big Data Analyst
4 1 (4.55%) Build Automation Engineer
4 1 (4.55%) Build Engineer
4 1 (4.55%) Digital Developer
4 1 (4.55%) Digital Transformation
4 1 (4.55%) Senior Developer
4 1 (4.55%) Senior DevOps
4 1 (4.55%) Senior DevOps Engineer
4 1 (4.55%) Service Analyst
4 1 (4.55%) Test Analyst
4 1 (4.55%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 9 (40.91%) REST
2 6 (27.27%) Web Services
3 5 (22.73%) Middleware
3 5 (22.73%) SOAP
4 4 (18.18%) Spring
5 2 (9.09%) HTML
6 1 (4.55%) Hibernate
6 1 (4.55%) HTML5
6 1 (4.55%) JDBC
6 1 (4.55%) JPA
6 1 (4.55%) RESTful
Miscellaneous
1 3 (13.64%) Enterprise Software
2 2 (9.09%) Private Cloud
2 2 (9.09%) VxBlock/Vblock
3 1 (4.55%) Computer Science
Operating Systems
1 13 (59.09%) Linux
2 11 (50.00%) Red Hat Enterprise Linux
3 1 (4.55%) Windows
Processes & Methodologies
1 19 (86.36%) DevOps
2 14 (63.64%) Agile Software Development
3 9 (40.91%) Test Automation
4 8 (36.36%) Continuous Delivery
4 8 (36.36%) Kanban
5 7 (31.82%) Scrum
6 6 (27.27%) Continuous Integration
7 5 (22.73%) Functional Testing
7 5 (22.73%) Non-Functional Testing
7 5 (22.73%) Performance Testing
8 4 (18.18%) Microservices
9 3 (13.64%) Artefact Management
9 3 (13.64%) BDD
9 3 (13.64%) Continuous Deployment
9 3 (13.64%) Open Source
9 3 (13.64%) Performance Tuning
9 3 (13.64%) SDLC
9 3 (13.64%) TDD
9 3 (13.64%) Unit Testing
10 2 (9.09%) Software Engineering
Programming Languages
1 11 (50.00%) Python
2 6 (27.27%) Bash Shell
3 5 (22.73%) Java
4 3 (13.64%) Go
4 3 (13.64%) Perl
5 2 (9.09%) JavaScript
6 1 (4.55%) Dart
6 1 (4.55%) PL/SQL
6 1 (4.55%) SQL
Qualifications
1 1 (4.55%) Degree
Quality Assurance & Compliance
1 5 (22.73%) Disclosure Scotland
System Software
1 8 (36.36%) Docker
2 4 (18.18%) VMware Infrastructure
2 4 (18.18%) VMware NSX
Systems Management
1 16 (72.73%) Ansible
2 8 (36.36%) Puppet
3 5 (22.73%) Kubernetes
3 5 (22.73%) SELinux
4 3 (13.64%) Salt
5 2 (9.09%) Prometheus
5 2 (9.09%) Red Hat Satellite
5 2 (9.09%) Xymon
Vendors
1 6 (27.27%) VMware
2 3 (13.64%) Black Duck
3 2 (9.09%) Red Hat
4 1 (4.55%) Oracle
4 1 (4.55%) Teradata