The following table provides summary statistics for contract job vacancies with a requirement for Artifactory skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Artifactory over the 3 months to 22 June 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
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 494 504 573
Rank change year-on-year +10 +69  
Contract jobs citing Artifactory 122 141 70
As % of all contract IT jobs advertised in the UK 0.26% 0.26% 0.12%
As % of the Development Applications category 1.48% 1.69% 0.94%
Number of daily rates quoted 90 78 43
Median daily rate £480 £475 £400
Median daily rate % change year-on-year +1.05% +18.75%  
90% offered a daily rate of more than £375 £377 £333
10% offered a daily rate of more than £552 £588 £593
UK excluding London median daily rate £475 £450 £356
% change year-on-year +5.55% +26.31%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Artifactory is in the development application skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for development application skills.

Contract Development Application Skills
UK
Contract job vacancies with a requirement for development application skills 8258 8338 7465
As % of all contract IT job vacancies advertised in the UK 17.62% 15.46% 13.28%
Number of daily rates quoted 5649 5746 4927
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £325 £313 £295
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £413 £400 £365
% change year-on-year +3.12% +9.58%  
Number of hourly rates quoted 153 125 123
Median hourly rate £42.50 £42.45 £37.00
Median hourly rate % change year-on-year +0.11% +14.72%  
90% offered a hourly rate of more than £32.50 £27.50 £22.18
10% offered a hourly rate of more than £55.00 £50.00 £45.00
UK excluding London median hourly rate £42.50 £42.00 £37.00
% change year-on-year +1.19% +13.51%  

Artifactory
Job Vacancy Trend

The job posting trend of jobs advertised citing Artifactory as a proportion of all contract or permanent IT jobs with a match in the Development Applications category.

Job vacancy trend for Artifactory in the UK

Artifactory
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Artifactory.

Contractor daily rate trend for Artifactory in the UK

Artifactory
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Artifactory over the 3 months to 22 June 2017.

Contractor daily rate histogram for Artifactory in the UK

Artifactory
Top 27 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the UK over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +11 79 £500 +5.26% 11
London +5 56 £525 +10.52% 7
Northern Ireland - 29 £450 - 1
County Antrim - 28 £450 -
Belfast - 26 £450 -
Scotland +22 14 £400 -5.88% 1
Edinburgh +1 12 £400 -5.88% 1
South East +8 10 £506 +14.40% 1
Croydon -1 10 £525 +9.37%
Surrey - 7 £538 -
East of England - 6 £480 -
Luton - 6 £480 -
Bedfordshire - 6 £480 -
City of London -15 3 £600 +26.31%
Northampton - 3 - -
East Midlands - 3 - -
Northamptonshire - 3 - -
Berkshire +13 2 £363 -29.26%
Sunbury-on-Thames - 2 £425 -
Liverpool - 2 £405 -
North West - 2 £405 -
Merseyside - 2 £405 -
West Midlands +20 1 £425 -3.40% 1
Glasgow +10 1 £425 -
Winchester +3 1 £475 +5.55%
Hampshire -5 1 £475 +13.77%
Coventry - 1 £425 -

For the 6 months to 22 June 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 with a requirement for Artifactory.

1 126 (72.41%) DevOps
2 123 (70.69%) Linux
3 121 (69.54%) Jenkins
4 82 (47.13%) Docker
5 81 (46.55%) Ansible
6 79 (45.40%) Git (software)
7 78 (44.83%) Amazon AWS
8 72 (41.38%) Java
9 68 (39.08%) Continuous Integration
10 65 (37.36%) Sonatype Nexus
11 63 (36.21%) Puppet
12 59 (33.91%) TeamCity
13 58 (33.33%) Kubernetes
14 54 (31.03%) Bash Shell
15 50 (28.74%) Python
16 46 (26.44%) Agile Software Development
17 45 (25.86%) JavaScript
18 44 (25.29%) Unix
19 43 (24.71%) SQL
19 43 (24.71%) Node.js
20 41 (23.56%) Ruby
21 40 (22.99%) Elastic Stack
22 39 (22.41%) Oracle
22 39 (22.41%) Configuration Management
23 37 (21.26%) Maven
24 36 (20.69%) Security Cleared
25 35 (20.11%) SC Cleared
26 33 (18.97%) Windows
27 32 (18.39%) GitLab
28 31 (17.82%) Kibana

Artifactory
Co-occurring IT Skills 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 29 (16.67%) nginx
2 19 (10.92%) Apache
3 18 (10.34%) Elasticsearch
4 17 (9.77%) Confluence
5 12 (6.90%) Tomcat
6 5 (2.87%) JBoss
7 4 (2.30%) Cloud Foundry
7 4 (2.30%) Oracle HTTP Server
7 4 (2.30%) WordPress
8 3 (1.72%) Apache Spark
8 3 (1.72%) OpenStack
8 3 (1.72%) SharePoint
8 3 (1.72%) WebLogic
9 2 (1.15%) Oracle SOA Suite
10 1 (0.57%) IIS
10 1 (0.57%) Oracle Service Bus
Applications
1 3 (1.72%) Microsoft Excel
1 3 (1.72%) Microsoft Office
1 3 (1.72%) MS Visio
Business Applications
1 3 (1.72%) SAP Hybris
2 2 (1.15%) SAP Oil and Gas
Cloud Services
1 78 (44.83%) Amazon AWS
2 31 (17.82%) GitHub
2 31 (17.82%) OpenShift
3 17 (9.77%) Microsoft Azure
4 16 (9.20%) Cloud Computing
5 13 (7.47%) Quay.io
6 9 (5.17%) Datadog
7 6 (3.45%) PaaS
8 5 (2.87%) Amazon EC2
8 5 (2.87%) Amazon S3
8 5 (2.87%) Virtual Private Cloud
9 4 (2.30%) AWS CloudFormation
10 3 (1.72%) Amazon CloudWatch
10 3 (1.72%) Amazon ELB
10 3 (1.72%) AWS CloudTrail
10 3 (1.72%) AWS Lambda
11 2 (1.15%) AWS Elastic Beanstalk
11 2 (1.15%) BrowserStack
11 2 (1.15%) Loggly
12 1 (0.57%) IaaS
Communications & Networking
1 28 (16.09%) LDAP
2 22 (12.64%) Firewall
3 20 (11.49%) HTTP
4 18 (10.34%) DNS
5 17 (9.77%) TCP/IP
6 14 (8.05%) SSL
7 7 (4.02%) Internet
8 4 (2.30%) DHCP
8 4 (2.30%) LAN
8 4 (2.30%) WAN
9 3 (1.72%) Kerberos
9 3 (1.72%) OpenLDAP
10 1 (0.57%) DSL
10 1 (0.57%) Ethernet
10 1 (0.57%) HTTPS
10 1 (0.57%) SSH
10 1 (0.57%) Wireless
10 1 (0.57%) Wireshark
Database & Business Intelligence
1 26 (14.94%) MongoDB
1 26 (14.94%) SQL Server
2 25 (14.37%) PostgreSQL
3 22 (12.64%) NoSQL
4 20 (11.49%) MySQL
5 9 (5.17%) Hadoop
6 4 (2.30%) Amazon RDS
6 4 (2.30%) RDBMS
6 4 (2.30%) Relational Database
6 4 (2.30%) Riak
7 3 (1.72%) Apache Cassandra
7 3 (1.72%) Big Data
7 3 (1.72%) Redis
8 2 (1.15%) Informix
9 1 (0.57%) BusinessObjects
9 1 (0.57%) Data Warehouse
9 1 (0.57%) Oracle Database
9 1 (0.57%) SQL Server Integration Services
9 1 (0.57%) SQL Server Reporting Services
Development Applications
1 121 (69.54%) Jenkins
2 79 (45.40%) Git (software)
3 65 (37.36%) Sonatype Nexus
4 59 (33.91%) TeamCity
5 37 (21.26%) Maven
6 32 (18.39%) GitLab
7 28 (16.09%) JIRA
8 20 (11.49%) Ant
9 19 (10.92%) Atlassian Bamboo
9 19 (10.92%) Team Foundation Server
10 17 (9.77%) Selenium
11 14 (8.05%) Subversion
12 13 (7.47%) Bitbucket
13 12 (6.90%) Cucumber
13 12 (6.90%) Gradle
14 10 (5.75%) SonarQube
15 8 (4.60%) JMeter
16 7 (4.02%) JUnit
17 6 (3.45%) MSBuild
17 6 (3.45%) Spock
General
1 28 (16.09%) Finance
2 27 (15.52%) Banking
3 9 (5.17%) Retail
4 4 (2.30%) Investment Banking
5 2 (1.15%) Electronics
5 2 (1.15%) Manufacturing
5 2 (1.15%) Marketing
5 2 (1.15%) Telecoms
6 1 (0.57%) Games
6 1 (0.57%) Retail Banking
Job Titles
1 81 (46.55%) DevOps Engineer
2 26 (14.94%) Developer
3 20 (11.49%) Consultant
4 16 (9.20%) AWS DevOps
5 14 (8.05%) AWS DevOps Engineer
5 14 (8.05%) AWS Engineer
6 13 (7.47%) DevOps Consultant
6 13 (7.47%) Senior DevOps
7 12 (6.90%) JavaScript Engineer
7 12 (6.90%) Senior DevOps Engineer
8 9 (5.17%) JavaScript Developer
8 9 (5.17%) Support Engineer
9 6 (3.45%) Architect
9 6 (3.45%) Integration Engineer
9 6 (3.45%) Java Developer
9 6 (3.45%) Senior Support Engineer
10 5 (2.87%) Hadoop Engineer
10 5 (2.87%) Linux Engineer
10 5 (2.87%) Node.js Developer
10 5 (2.87%) Operations Engineer
Libraries, Frameworks & Software Standards
1 43 (24.71%) Node.js
2 40 (22.99%) Elastic Stack
3 25 (14.37%) .NET
4 21 (12.07%) RabbitMQ
5 18 (10.34%) HTML
6 15 (8.62%) LAPP Stack
6 15 (8.62%) Sensu
7 14 (8.05%) LAMP
8 12 (6.90%) HTML5
8 12 (6.90%) Spring
9 10 (5.75%) LEMP Stack
10 9 (5.17%) Apache Camel
10 9 (5.17%) Middleware
10 9 (5.17%) XML
11 7 (4.02%) Kafka
12 6 (3.45%) AngularJS
12 6 (3.45%) CSS
12 6 (3.45%) CSS3
12 6 (3.45%) Web Services
13 5 (2.87%) DHTML
Miscellaneous
1 12 (6.90%) Analytical Skills
2 8 (4.60%) Private Cloud
3 7 (4.02%) Computer Science
3 7 (4.02%) User Experience
4 6 (3.45%) Linux Command Line
5 5 (2.87%) RIA
5 5 (2.87%) Social Network
5 5 (2.87%) Virtual Team
6 4 (2.30%) Clustering
6 4 (2.30%) Enterprise Software
7 1 (0.57%) CMDB
7 1 (0.57%) Online Games
7 1 (0.57%) VxBlock/Vblock
Operating Systems
1 123 (70.69%) Linux
2 44 (25.29%) Unix
3 33 (18.97%) Windows
4 24 (13.79%) Red Hat Enterprise Linux
5 16 (9.20%) CoreOS
6 8 (4.60%) CentOS
7 7 (4.02%) Solaris
8 4 (2.30%) Ubuntu
9 2 (1.15%) Debian
9 2 (1.15%) VMS
10 1 (0.57%) Android
10 1 (0.57%) Apple iOS
10 1 (0.57%) Windows Server
10 1 (0.57%) Windows Server 2012
Processes & Methodologies
1 126 (72.41%) DevOps
2 68 (39.08%) Continuous Integration
3 46 (26.44%) Agile Software Development
4 39 (22.41%) Configuration Management
5 30 (17.24%) Continuous Delivery
6 26 (14.94%) Scrum
7 22 (12.64%) SDLC
8 21 (12.07%) Open Source
8 21 (12.07%) Unit Testing
9 19 (10.92%) Microservices
10 18 (10.34%) Test Automation
11 14 (8.05%) Kanban
12 13 (7.47%) OO
12 13 (7.47%) Security Hardening
13 12 (6.90%) Load Balancing
14 10 (5.75%) Task Automation
15 9 (5.17%) Release Automation
16 8 (4.60%) Migration
16 8 (4.60%) User Stories
17 7 (4.02%) Software Engineering
Programming Languages
1 72 (41.38%) Java
2 54 (31.03%) Bash Shell
3 50 (28.74%) Python
4 45 (25.86%) JavaScript
5 43 (24.71%) SQL
6 41 (23.56%) Ruby
7 26 (14.94%) Go
8 15 (8.62%) C#
9 14 (8.05%) Perl
10 6 (3.45%) Scala
11 4 (2.30%) PHP
12 3 (1.72%) Korn
12 3 (1.72%) PowerShell
12 3 (1.72%) Shell Script
13 2 (1.15%) AWK
14 1 (0.57%) COBOL
14 1 (0.57%) Dart
14 1 (0.57%) PL/SQL
Qualifications
1 36 (20.69%) Security Cleared
2 35 (20.11%) SC Cleared
3 8 (4.60%) Degree
4 4 (2.30%) DV Cleared
5 3 (1.72%) Microsoft Certification
6 1 (0.57%) BPSS Clearance
6 1 (0.57%) ITIL Certification
Quality Assurance & Compliance
1 3 (1.72%) COBIT
1 3 (1.72%) Disclosure Scotland
2 1 (0.57%) QA
System Software
1 82 (47.13%) Docker
2 24 (13.79%) Active Directory
3 13 (7.47%) etcd
3 13 (7.47%) flannel
4 10 (5.75%) Ceph
4 10 (5.75%) GlusterFS
4 10 (5.75%) SkyDNS
5 7 (4.02%) Gluster
6 6 (3.45%) Virtual Machines
6 6 (3.45%) VMware Infrastructure
7 3 (1.72%) Apache ZooKeeper
7 3 (1.72%) HDFS
7 3 (1.72%) Squid
8 2 (1.15%) LXC
9 1 (0.57%) Postfix
9 1 (0.57%) Tivoli Workload Scheduler
9 1 (0.57%) vSphere
Systems Management
1 81 (46.55%) Ansible
2 63 (36.21%) Puppet
3 58 (33.33%) Kubernetes
4 31 (17.82%) Kibana
5 30 (17.24%) logstash
6 25 (14.37%) Opscode Chef
7 23 (13.22%) HAProxy
8 22 (12.64%) Prometheus
9 20 (11.49%) Terraform
10 16 (9.20%) rkt
11 13 (7.47%) Host Intrusion Detection System
11 13 (7.47%) Network Intrusion Detection System
11 13 (7.47%) Sysdig
12 12 (6.90%) Graphite
12 12 (6.90%) Nagios
13 8 (4.60%) Grafana
13 8 (4.60%) ZABBIX
14 7 (4.02%) confd
15 5 (2.87%) Red Hat Satellite
15 5 (2.87%) Xymon
Vendors
1 39 (22.41%) Oracle
2 25 (14.37%) Red Hat
3 12 (6.90%) VMware
4 8 (4.60%) Microsoft
5 6 (3.45%) New Relic
5 6 (3.45%) Splunk
6 5 (2.87%) Black Duck
6 5 (2.87%) SAP
7 4 (2.30%) Remedy
7 4 (2.30%) Workday
8 3 (1.72%) AppDynamics
8 3 (1.72%) Dynatrace
8 3 (1.72%) ForgeRock
8 3 (1.72%) Hortonworks
8 3 (1.72%) hybris
8 3 (1.72%) SaltStack
9 2 (1.15%) Google
10 1 (0.57%) CheckPoint
10 1 (0.57%) Micro Focus
10 1 (0.57%) TIBCO
Northern Ireland
Harvey Nash plc
Rate: £500 - £575 per day
Posted: 12 hours ago
Middlesex
Gibbs
Rate: £0 - £475 per day
Posted: Yesterday
London
Piksel
Rate: Highly Competitive
Posted: 3 days ago
London
TEKsystems
Rate: £650 - £700 per day
Posted: 2 days ago