The following table provides summary statistics for contract job vacancies advertised in England 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 / England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 511 522 578
Rank change year-on-year +11 +56  
Contract jobs citing Artifactory 79 115 44
As % of all contract IT jobs advertised in England 0.18% 0.23% 0.086%
As % of the Development Applications category 1.03% 1.49% 0.65%
Number of daily rates quoted 51 76 24
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £405 £373 £400
10% offered a daily rate of more than £575 £588 £598
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 advertised in England with a requirement for development application skills.

Contract Development Application Skills
England
Contract job vacancies with a requirement for development application skills 7651 7719 6811
As % of all contract IT job vacancies advertised in England 17.78% 15.58% 13.32%
Number of daily rates quoted 5248 5386 4548
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 £315 £290
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 140 119 101
Median hourly rate £42.50 £42.45 £37.27
Median hourly rate % change year-on-year +0.11% +13.89%  
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 in England

The job posting trend of jobs advertised in England 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 England

Artifactory
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Artifactory in England

Artifactory
Contractor Daily Rate Histogram in England

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

Contractor daily rate histogram for Artifactory in England

Artifactory
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the England region 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
London +5 56 £525 +10.52% 7
South East +8 10 £506 +14.40% 1
East of England - 6 £480 -
East Midlands - 3 - -
North West - 2 £405 -
West Midlands +20 1 £425 -3.40% 1
Artifactory
UK

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 across the England region with a requirement for Artifactory.

1 99 (75.57%) DevOps
2 82 (62.60%) Linux
3 80 (61.07%) Jenkins
4 78 (59.54%) Amazon AWS
5 77 (58.78%) Git (software)
6 71 (54.20%) Ansible
7 66 (50.38%) Docker
8 56 (42.75%) Puppet
9 48 (36.64%) Kubernetes
10 43 (32.82%) Continuous Integration
10 43 (32.82%) Java
11 42 (32.06%) Bash Shell
12 40 (30.53%) Ruby
12 40 (30.53%) Elastic Stack
13 39 (29.77%) Configuration Management
14 38 (29.01%) Python
15 37 (28.24%) Agile Software Development
16 36 (27.48%) Security Cleared
17 35 (26.72%) SC Cleared
17 35 (26.72%) Maven
17 35 (26.72%) Sonatype Nexus
18 31 (23.66%) GitHub
18 31 (23.66%) Kibana
19 30 (22.90%) logstash
20 29 (22.14%) nginx
21 27 (20.61%) TeamCity
21 27 (20.61%) JIRA
22 26 (19.85%) Unix
22 26 (19.85%) Windows
23 25 (19.08%) PostgreSQL

Artifactory
Co-occurring IT Skills in England 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 (22.14%) nginx
2 19 (14.50%) Apache
3 18 (13.74%) Elasticsearch
4 16 (12.21%) Confluence
5 12 (9.16%) Tomcat
6 5 (3.82%) JBoss
7 4 (3.05%) Cloud Foundry
7 4 (3.05%) Oracle HTTP Server
7 4 (3.05%) WordPress
8 3 (2.29%) Apache Spark
8 3 (2.29%) SharePoint
8 3 (2.29%) WebLogic
9 2 (1.53%) OpenStack
9 2 (1.53%) Oracle SOA Suite
10 1 (0.76%) IIS
10 1 (0.76%) Oracle Service Bus
Applications
1 3 (2.29%) Microsoft Excel
1 3 (2.29%) Microsoft Office
1 3 (2.29%) MS Visio
Business Applications
1 3 (2.29%) SAP Hybris
2 2 (1.53%) SAP Oil and Gas
Cloud Services
1 78 (59.54%) Amazon AWS
2 31 (23.66%) GitHub
3 21 (16.03%) OpenShift
4 17 (12.98%) Microsoft Azure
5 13 (9.92%) Quay.io
6 10 (7.63%) Cloud Computing
7 9 (6.87%) Datadog
8 5 (3.82%) Amazon EC2
8 5 (3.82%) Amazon S3
8 5 (3.82%) Virtual Private Cloud
9 4 (3.05%) AWS CloudFormation
10 3 (2.29%) Amazon CloudWatch
10 3 (2.29%) Amazon ELB
10 3 (2.29%) AWS CloudTrail
10 3 (2.29%) AWS Lambda
11 2 (1.53%) AWS Elastic Beanstalk
11 2 (1.53%) Loggly
12 1 (0.76%) BrowserStack
12 1 (0.76%) IaaS
12 1 (0.76%) PaaS
Communications & Networking
1 19 (14.50%) HTTP
2 18 (13.74%) DNS
2 18 (13.74%) Firewall
3 17 (12.98%) TCP/IP
4 13 (9.92%) SSL
5 10 (7.63%) LDAP
6 6 (4.58%) Internet
7 4 (3.05%) DHCP
7 4 (3.05%) LAN
7 4 (3.05%) WAN
8 3 (2.29%) Kerberos
8 3 (2.29%) OpenLDAP
9 1 (0.76%) Ethernet
9 1 (0.76%) HTTPS
9 1 (0.76%) SSH
9 1 (0.76%) Wireless
9 1 (0.76%) Wireshark
Database & Business Intelligence
1 25 (19.08%) PostgreSQL
2 20 (15.27%) MySQL
3 15 (11.45%) MongoDB
4 13 (9.92%) SQL Server
5 11 (8.40%) NoSQL
6 8 (6.11%) Hadoop
7 4 (3.05%) Amazon RDS
7 4 (3.05%) Riak
8 3 (2.29%) Apache Cassandra
8 3 (2.29%) RDBMS
8 3 (2.29%) Redis
8 3 (2.29%) Relational Database
9 2 (1.53%) Big Data
9 2 (1.53%) Informix
10 1 (0.76%) Oracle Database
Development Applications
1 80 (61.07%) Jenkins
2 77 (58.78%) Git (software)
3 35 (26.72%) Maven
3 35 (26.72%) Sonatype Nexus
4 27 (20.61%) JIRA
4 27 (20.61%) TeamCity
5 22 (16.79%) GitLab
6 19 (14.50%) Ant
6 19 (14.50%) Team Foundation Server
7 17 (12.98%) Atlassian Bamboo
8 12 (9.16%) Bitbucket
8 12 (9.16%) Gradle
8 12 (9.16%) Subversion
9 11 (8.40%) Cucumber
9 11 (8.40%) Selenium
10 10 (7.63%) SonarQube
11 8 (6.11%) JMeter
12 7 (5.34%) JUnit
13 6 (4.58%) MSBuild
13 6 (4.58%) Spock
General
1 12 (9.16%) Finance
2 11 (8.40%) Banking
3 9 (6.87%) Retail
4 2 (1.53%) Electronics
4 2 (1.53%) Investment Banking
4 2 (1.53%) Manufacturing
4 2 (1.53%) Marketing
4 2 (1.53%) Telecoms
5 1 (0.76%) Games
5 1 (0.76%) Retail Banking
Job Titles
1 65 (49.62%) DevOps Engineer
2 19 (14.50%) Consultant
3 18 (13.74%) Developer
4 16 (12.21%) AWS DevOps
5 14 (10.69%) AWS DevOps Engineer
5 14 (10.69%) AWS Engineer
6 13 (9.92%) Senior DevOps
7 12 (9.16%) DevOps Consultant
7 12 (9.16%) Senior DevOps Engineer
8 6 (4.58%) Architect
8 6 (4.58%) Java Developer
9 5 (3.82%) Hadoop Engineer
9 5 (3.82%) Integration Engineer
9 5 (3.82%) Linux/Unix DevOps
9 5 (3.82%) Operations Engineer
10 4 (3.05%) Front End Developer (Client-Side Developer)
10 4 (3.05%) Linux DevOps Engineer
10 4 (3.05%) Linux Engineer
10 4 (3.05%) Middleware Developer
11 3 (2.29%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 40 (30.53%) Elastic Stack
2 21 (16.03%) RabbitMQ
3 16 (12.21%) HTML
4 15 (11.45%) LAPP Stack
5 14 (10.69%) LAMP
5 14 (10.69%) Node.js
5 14 (10.69%) Sensu
6 13 (9.92%) .NET
7 11 (8.40%) HTML5
7 11 (8.40%) Spring
8 10 (7.63%) LEMP Stack
9 9 (6.87%) Apache Camel
9 9 (6.87%) Middleware
10 8 (6.11%) XML
11 7 (5.34%) Kafka
12 6 (4.58%) AngularJS
12 6 (4.58%) CSS
12 6 (4.58%) CSS3
12 6 (4.58%) Web Services
13 5 (3.82%) DHTML
Miscellaneous
1 7 (5.34%) Analytical Skills
1 7 (5.34%) User Experience
2 6 (4.58%) Linux Command Line
3 5 (3.82%) RIA
4 4 (3.05%) Clustering
5 2 (1.53%) Computer Science
6 1 (0.76%) CMDB
6 1 (0.76%) Online Games
6 1 (0.76%) Private Cloud
Operating Systems
1 82 (62.60%) Linux
2 26 (19.85%) Unix
2 26 (19.85%) Windows
3 16 (12.21%) CoreOS
4 13 (9.92%) Red Hat Enterprise Linux
5 8 (6.11%) CentOS
6 7 (5.34%) Solaris
7 4 (3.05%) Ubuntu
8 2 (1.53%) Debian
8 2 (1.53%) VMS
9 1 (0.76%) Android
9 1 (0.76%) Apple iOS
9 1 (0.76%) Windows Server
9 1 (0.76%) Windows Server 2012
Processes & Methodologies
1 99 (75.57%) DevOps
2 43 (32.82%) Continuous Integration
3 39 (29.77%) Configuration Management
4 37 (28.24%) Agile Software Development
5 21 (16.03%) Continuous Delivery
6 20 (15.27%) Open Source
7 18 (13.74%) Microservices
7 18 (13.74%) Scrum
8 17 (12.98%) Test Automation
9 13 (9.92%) Security Hardening
10 12 (9.16%) Load Balancing
11 10 (7.63%) SDLC
11 10 (7.63%) Task Automation
11 10 (7.63%) Unit Testing
12 8 (6.11%) User Stories
13 7 (5.34%) Functional Programming
13 7 (5.34%) Kanban
13 7 (5.34%) Release Automation
13 7 (5.34%) Software Engineering
14 6 (4.58%) Migration
Programming Languages
1 43 (32.82%) Java
2 42 (32.06%) Bash Shell
3 40 (30.53%) Ruby
4 38 (29.01%) Python
5 21 (16.03%) Go
6 19 (14.50%) SQL
7 14 (10.69%) JavaScript
8 13 (9.92%) Perl
9 6 (4.58%) Scala
10 4 (3.05%) C#
10 4 (3.05%) PHP
11 3 (2.29%) Korn
12 2 (1.53%) AWK
12 2 (1.53%) PowerShell
12 2 (1.53%) Shell Script
13 1 (0.76%) PL/SQL
Qualifications
1 36 (27.48%) Security Cleared
2 35 (26.72%) SC Cleared
3 4 (3.05%) DV Cleared
4 3 (2.29%) Degree
4 3 (2.29%) Microsoft Certification
5 1 (0.76%) BPSS Clearance
5 1 (0.76%) ITIL Certification
Quality Assurance & Compliance
1 3 (2.29%) COBIT
2 1 (0.76%) QA
System Software
1 66 (50.38%) Docker
2 13 (9.92%) etcd
2 13 (9.92%) flannel
3 10 (7.63%) Ceph
3 10 (7.63%) GlusterFS
3 10 (7.63%) SkyDNS
4 7 (5.34%) Gluster
5 6 (4.58%) Active Directory
5 6 (4.58%) Virtual Machines
6 3 (2.29%) Apache ZooKeeper
6 3 (2.29%) HDFS
6 3 (2.29%) Squid
7 2 (1.53%) LXC
8 1 (0.76%) Postfix
8 1 (0.76%) vSphere
Systems Management
1 71 (54.20%) Ansible
2 56 (42.75%) Puppet
3 48 (36.64%) Kubernetes
4 31 (23.66%) Kibana
5 30 (22.90%) logstash
6 23 (17.56%) HAProxy
7 19 (14.50%) Terraform
8 17 (12.98%) Prometheus
9 16 (12.21%) Opscode Chef
9 16 (12.21%) rkt
10 13 (9.92%) Host Intrusion Detection System
10 13 (9.92%) Network Intrusion Detection System
10 13 (9.92%) Sysdig
11 12 (9.16%) Graphite
12 11 (8.40%) Nagios
13 8 (6.11%) Grafana
13 8 (6.11%) ZABBIX
14 7 (5.34%) confd
15 3 (2.29%) Consul
15 3 (2.29%) Hadoop YARN
Vendors
1 19 (14.50%) Red Hat
2 15 (11.45%) Oracle
3 8 (6.11%) Microsoft
4 6 (4.58%) New Relic
5 5 (3.82%) SAP
5 5 (3.82%) Splunk
6 4 (3.05%) Remedy
6 4 (3.05%) Workday
7 3 (2.29%) AppDynamics
7 3 (2.29%) Dynatrace
7 3 (2.29%) ForgeRock
7 3 (2.29%) Hortonworks
7 3 (2.29%) hybris
7 3 (2.29%) SaltStack
7 3 (2.29%) VMware
8 2 (1.53%) Google
9 1 (0.76%) HP
9 1 (0.76%) TIBCO
9 1 (0.76%) TOWER Software
9 1 (0.76%) Xamarin
Middlesex
Gibbs
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