Period
to 20 November 2017

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 6 months to 20 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 > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 599 726 744
Rank change year-on-year +127 +18 +32
Contract jobs citing Artifactory 258 150 127
As % of all contract IT jobs advertised in England 0.27% 0.16% 0.12%
As % of the Development Applications category 1.46% 0.94% 0.85%
Number of daily rates quoted 178 91 85
England median daily rate £525 £475 £450
Median daily rate % change year-on-year +10.53% +5.56% -7.69%
10th Percentile £400 £388 £363
90th Percentile £638 £575 £575
UK median daily rate £528 £475 £425
% change year-on-year +11.05% +11.76% -5.56%
Number of hourly rates quoted 3 0 1
England median hourly rate £65.00 - £60.00
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 England with a requirement for development application skills.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 17675 16002 14997
As % of all contract IT jobs advertised in England 18.79% 16.56% 14.35%
Number of daily rates quoted 12386 10854 10083
England median daily rate £450 £425 £403
Median daily rate % change year-on-year +5.88% +5.59% +0.63%
10th Percentile £313 £304 £280
90th Percentile £603 £575 £575
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +0.63%
Number of hourly rates quoted 274 231 287
England median hourly rate £42.50 £41.00 £40.00
Median hourly rate % change year-on-year +3.66% +2.50% +6.67%
10th Percentile £29.00 £26.15 £23.90
90th Percentile £59.63 £53.75 £48.75
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 England

Job postings citing Artifactory as a percentage of all IT jobs advertised in England.

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 6 months to 20 November 2017.

Contractor daily rate histogram for Artifactory in England

Artifactory
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Artifactory in England over the 6 months to 20 November 2017.

Contractor hourly 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 6 months to 20 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
London +53 159 £575 +15.00% 9
South East +34 57 £484 +11.26%
South West +19 18 £525 +13.51% 5
East of England - 11 £480 - 1
North of England +61 10 £450 -10.00% 4
North West +23 7 £483 - 2
West Midlands +17 3 £325 -27.78%
Midlands +9 3 £325 -27.78%
North East - 2 £475 -
Yorkshire +13 1 £425 -15.00% 2
Artifactory
UK

For the 6 months to 20 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 England region with a requirement for Artifactory.

1 187 (72.48%) Linux
2 184 (71.32%) Jenkins
3 176 (68.22%) DevOps
4 171 (66.28%) Git (software)
5 145 (56.20%) Amazon AWS
6 138 (53.49%) Docker
7 124 (48.06%) Configuration Management
8 113 (43.80%) Puppet
9 110 (42.64%) Agile Software Development
10 108 (41.86%) Ansible
11 105 (40.70%) Continuous Integration
12 102 (39.53%) Python
13 97 (37.60%) Java
14 91 (35.27%) Sonatype Nexus
15 80 (31.01%) Security Cleared
16 77 (29.84%) Firewall
17 76 (29.46%) Maven
18 74 (28.68%) Elastic Stack
19 70 (27.13%) SC Cleared
20 66 (25.58%) Terraform
20 66 (25.58%) Bash Shell
21 65 (25.19%) Kubernetes
22 63 (24.42%) Unix
23 61 (23.64%) Ruby
24 59 (22.87%) TCP/IP
25 58 (22.48%) Open Source
26 57 (22.09%) DNS
27 54 (20.93%) Windows
28 53 (20.54%) MySQL
29 52 (20.16%) Red Hat

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 43 (16.67%) nginx
2 41 (15.89%) Confluence
3 27 (10.47%) Apache
4 22 (8.53%) Tomcat
5 18 (6.98%) WebLogic
6 13 (5.04%) IIS
7 11 (4.26%) Elasticsearch
7 11 (4.26%) OpenStack
8 9 (3.49%) CICS
8 9 (3.49%) JBoss
9 5 (1.94%) Apache Spark
10 4 (1.55%) Oracle SOA Suite
11 3 (1.16%) Adobe Experience Manager
11 3 (1.16%) Mongoose
12 2 (0.78%) Apache TomEE
12 2 (0.78%) GlassFish
12 2 (0.78%) Jetty
12 2 (0.78%) WebSphere
13 1 (0.39%) CMS
13 1 (0.39%) WordPress
Applications
1 2 (0.78%) Microsoft Project
1 2 (0.78%) MS Visio
Business Applications
1 5 (1.94%) Temenos T24
2 1 (0.39%) OpenText Process Suite
Cloud Services
1 145 (56.20%) Amazon AWS
2 52 (20.16%) Amazon EC2
3 46 (17.83%) OpenShift
4 35 (13.57%) Microsoft Azure
5 33 (12.79%) GitHub
6 31 (12.02%) Amazon S3
7 29 (11.24%) Virtual Private Cloud
8 26 (10.08%) Amazon CloudWatch
9 23 (8.91%) AWS CloudFormation
10 20 (7.75%) PaaS
11 19 (7.36%) IaaS
12 18 (6.98%) Cloud Computing
12 18 (6.98%) Route 53
13 17 (6.59%) Amazon ELB
14 16 (6.20%) AWS Lambda
14 16 (6.20%) Serverless
15 9 (3.49%) Adobe Analytics
16 7 (2.71%) CloudBees
17 6 (2.33%) Quay.io
18 5 (1.94%) Sumo Logic
Communications & Networking
1 77 (29.84%) Firewall
2 59 (22.87%) TCP/IP
3 57 (22.09%) DNS
4 36 (13.95%) SSL
5 30 (11.63%) HTTP
6 15 (5.81%) Internet
7 11 (4.26%) DSL
8 9 (3.49%) BIG-IP
8 9 (3.49%) F5 BIG-IP LTM
8 9 (3.49%) LDAP
9 6 (2.33%) ICMP
9 6 (2.33%) VPN
10 3 (1.16%) DHCP
10 3 (1.16%) HTTPS
10 3 (1.16%) LAN
10 3 (1.16%) Network Security
10 3 (1.16%) WAN
11 2 (0.78%) ZigBee
12 1 (0.39%) Bluetooth
Database & Business Intelligence
1 53 (20.54%) MySQL
2 49 (18.99%) PostgreSQL
3 40 (15.50%) Amazon RDS
4 39 (15.12%) MongoDB
5 34 (13.18%) SQL Server
6 28 (10.85%) Hadoop
7 22 (8.53%) NoSQL
8 16 (6.20%) Big Data
9 15 (5.81%) Relational Database
10 14 (5.43%) RDBMS
11 11 (4.26%) DB2
12 10 (3.88%) HBase
12 10 (3.88%) Oracle Database
13 9 (3.49%) Power BI
14 6 (2.33%) Pentaho
15 5 (1.94%) Amazon DynamoDB
16 3 (1.16%) Apache Cassandra
16 3 (1.16%) Oracle Database 11g
17 2 (0.78%) Hazelcast
17 2 (0.78%) InfluxDB
Development Applications
1 184 (71.32%) Jenkins
2 171 (66.28%) Git (software)
3 91 (35.27%) Sonatype Nexus
4 76 (29.46%) Maven
5 51 (19.77%) JIRA
6 41 (15.89%) Team Foundation Server
7 27 (10.47%) TeamCity
8 26 (10.08%) Bitbucket
9 25 (9.69%) GitLab
10 22 (8.53%) Ant
10 22 (8.53%) Cucumber
11 20 (7.75%) SonarQube
12 19 (7.36%) Subversion
13 17 (6.59%) Atlassian Bamboo
13 17 (6.59%) Vagrant
14 15 (5.81%) Hudson
14 15 (5.81%) Selenium
15 13 (5.04%) Gerrit
16 11 (4.26%) MSBuild
17 9 (3.49%) webpack
General
1 43 (16.67%) Finance
2 18 (6.98%) Telecoms
3 17 (6.59%) Marketing
4 16 (6.20%) Electronics
4 16 (6.20%) Manufacturing
5 13 (5.04%) Banking
6 7 (2.71%) Retail
7 6 (2.33%) Publishing
8 3 (1.16%) Retail Banking
9 2 (0.78%) Financial Institution
9 2 (0.78%) Investment Banking
9 2 (0.78%) Local Government
10 1 (0.39%) Dutch Language
Job Titles
1 124 (48.06%) DevOps Engineer
2 35 (13.57%) AWS Engineer
2 35 (13.57%) Consultant
3 31 (12.02%) AWS DevOps
4 25 (9.69%) AWS DevOps Engineer
5 22 (8.53%) Cloud Engineer
5 22 (8.53%) Developer
6 20 (7.75%) Platform Engineer
7 16 (6.20%) DevOps Consultant
8 15 (5.81%) Senior DevOps
9 14 (5.43%) Azure Engineer
10 13 (5.04%) Linux/Unix DevOps
10 13 (5.04%) Senior DevOps Engineer
11 12 (4.65%) Architect
11 12 (4.65%) Integration Consultant
12 10 (3.88%) Infrastructure Architect
13 9 (3.49%) Automation Engineer
13 9 (3.49%) Lead DevOps
14 8 (3.10%) Administrator
14 8 (3.10%) Workday Consultant
Libraries, Frameworks & Software Standards
1 74 (28.68%) Elastic Stack
2 28 (10.85%) .NET
3 26 (10.08%) Node.js
4 24 (9.30%) Middleware
5 23 (8.91%) Spring
6 18 (6.98%) Apache Camel
6 18 (6.98%) JSON
7 17 (6.59%) REST
7 17 (6.59%) RESTful
7 17 (6.59%) Web Services
8 16 (6.20%) Sensu
9 15 (5.81%) Spring Boot
10 14 (5.43%) LEMP Stack
10 14 (5.43%) RabbitMQ
10 14 (5.43%) YAML
11 13 (5.04%) HTML
12 11 (4.26%) React
13 10 (3.88%) Hibernate
13 10 (3.88%) Kafka
14 9 (3.49%) XML
Miscellaneous
1 17 (6.59%) Analytical Skills
2 16 (6.20%) Public Cloud
3 11 (4.26%) DataPower
4 9 (3.49%) Linux Command Line
4 9 (3.49%) Mainframe
5 8 (3.10%) User Experience
6 6 (2.33%) BYOD
6 6 (2.33%) RIA
6 6 (2.33%) Virtual Team
7 5 (1.94%) Greenfield Project
7 5 (1.94%) Semantic Web
7 5 (1.94%) SystemC
8 4 (1.55%) Computer Science
8 4 (1.55%) Data Centre
9 3 (1.16%) Clustering
9 3 (1.16%) PKI
10 2 (0.78%) CMDB
10 2 (0.78%) Mobile App
10 2 (0.78%) Video\Live Streaming
11 1 (0.39%) Wiki
Operating Systems
1 187 (72.48%) Linux
2 63 (24.42%) Unix
3 54 (20.93%) Windows
4 30 (11.63%) Red Hat Enterprise Linux
5 20 (7.75%) Solaris
6 19 (7.36%) Windows Server
7 15 (5.81%) Windows Server 2012
8 8 (3.10%) CoreOS
9 4 (1.55%) Debian
9 4 (1.55%) Ubuntu
10 3 (1.16%) CentOS
11 2 (0.78%) Android
Processes & Methodologies
1 176 (68.22%) DevOps
2 124 (48.06%) Configuration Management
3 110 (42.64%) Agile Software Development
4 105 (40.70%) Continuous Integration
5 58 (22.48%) Open Source
6 52 (20.16%) Continuous Delivery
7 51 (19.77%) Load Balancing
7 51 (19.77%) Scrum
8 39 (15.12%) Microservices
9 32 (12.40%) Kanban
10 28 (10.85%) Business Intelligence
11 24 (9.30%) Test Automation
12 22 (8.53%) Protective Monitoring
12 22 (8.53%) Software Delivery
13 20 (7.75%) Task Automation
14 17 (6.59%) Build Automation
14 17 (6.59%) Continuous Deployment
14 17 (6.59%) Digital Marketing
15 16 (6.20%) Programme Management
16 15 (5.81%) SDLC
Programming Languages
1 102 (39.53%) Python
2 97 (37.60%) Java
3 66 (25.58%) Bash Shell
4 61 (23.64%) Ruby
5 49 (18.99%) SQL
6 25 (9.69%) Shell Script
7 17 (6.59%) JavaScript
8 16 (6.20%) Go
9 14 (5.43%) C#
10 13 (5.04%) PowerShell
11 10 (3.88%) Perl
12 8 (3.10%) PL/SQL
13 7 (2.71%) WebLogic Scripting Tool
14 6 (2.33%) C
15 5 (1.94%) Groovy
15 5 (1.94%) Jython
15 5 (1.94%) Korn
16 4 (1.55%) T-SQL
17 3 (1.16%) PHP
18 2 (0.78%) C++
Qualifications
1 80 (31.01%) Security Cleared
2 70 (27.13%) SC Cleared
3 7 (2.71%) MySQL Certification
4 4 (1.55%) Degree
4 4 (1.55%) DV Cleared
5 3 (1.16%) Computer Science Degree
5 3 (1.16%) ISEB
5 3 (1.16%) ISEB Practitioner
5 3 (1.16%) Microsoft Certification
6 2 (0.78%) ITIL Certification
7 1 (0.39%) CESG Certified Professional
7 1 (0.39%) DBS Check
7 1 (0.39%) Master's Degree
Quality Assurance & Compliance
1 16 (6.20%) QA
2 2 (0.78%) Disclosure Scotland
3 1 (0.39%) PCI DSS
System Software
1 138 (53.49%) Docker
2 21 (8.14%) Active Directory
3 16 (6.20%) Gluster
4 9 (3.49%) Virtual Machines
5 7 (2.71%) VMware Infrastructure
6 6 (2.33%) etcd
6 6 (2.33%) flannel
6 6 (2.33%) GlusterFS
7 5 (1.94%) Ceph
7 5 (1.94%) SkyDNS
8 4 (1.55%) Apache ZooKeeper
9 3 (1.16%) VirtualBox
10 2 (0.78%) Firmware
11 1 (0.39%) KVM
11 1 (0.39%) LXC
11 1 (0.39%) vCloud
11 1 (0.39%) Xen
Systems Management
1 113 (43.80%) Puppet
2 108 (41.86%) Ansible
3 66 (25.58%) Terraform
4 65 (25.19%) Kubernetes
5 47 (18.22%) Kibana
6 46 (17.83%) logstash
7 43 (16.67%) Opscode Chef
8 25 (9.69%) HAProxy
9 18 (6.98%) Graphite
9 18 (6.98%) ZABBIX
10 17 (6.59%) Nagios
11 16 (6.20%) Grafana
12 13 (5.04%) WSUS
13 12 (4.65%) Packer
14 8 (3.10%) Prometheus
15 7 (2.71%) Host Intrusion Detection System
15 7 (2.71%) Network Intrusion Detection System
16 6 (2.33%) Rancher
16 6 (2.33%) rkt
17 5 (1.94%) Sysdig
Vendors
1 52 (20.16%) Red Hat
2 37 (14.34%) Oracle
3 17 (6.59%) Splunk
3 17 (6.59%) VMware
3 17 (6.59%) Workday
4 16 (6.20%) SAP
5 14 (5.43%) Green Hat
5 14 (5.43%) IBM
5 14 (5.43%) Microsoft
6 12 (4.65%) Adobe
7 10 (3.88%) Cloudera
7 10 (3.88%) HP
8 9 (3.49%) F5
9 7 (2.71%) Google
9 7 (2.71%) New Relic
10 6 (2.33%) TOWER Software
11 5 (1.94%) Temenos
12 4 (1.55%) Atlassian
12 4 (1.55%) Black Duck
13 3 (1.16%) AppDynamics