Period
to 16 January 2018

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 16 January 2018 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
16 Jan 2018
Same period 2017 Same period 2016
Rank 575 714 716
Rank change year-on-year +139 +2 +53
Contract jobs citing Artifactory 266 108 136
As % of all contract IT jobs advertised in England 0.29% 0.12% 0.14%
As % of the Development Applications category 1.55% 0.72% 0.94%
Number of daily rates quoted 181 61 98
England median daily rate £530 £470 £475
Median daily rate % change year-on-year +12.77% -1.05% -9.52%
10th Percentile £395 £383 £363
90th Percentile £638 £575 £588
UK median daily rate £530 £470 £450
% change year-on-year +12.77% +4.44% -13.46%
Number of hourly rates quoted 4 0 1
England median hourly rate £60.00 - £60.00
UK median hourly rate £60.00 - £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 17,162 14,915 14,436
As % of all contract IT jobs advertised in England 18.59% 16.62% 14.69%
Number of daily rates quoted 12,141 10,013 9,673
England median daily rate £470 £430 £413
Median daily rate % change year-on-year +9.30% +4.24% +3.13%
10th Percentile £313 £305 £281
90th Percentile £613 £588 £575
UK median daily rate £451 £425 £405
% change year-on-year +6.00% +4.94% +1.25%
Number of hourly rates quoted 223 215 336
England median hourly rate £44.00 £40.50 £40.00
Median hourly rate % change year-on-year +8.64% +1.25% +6.67%
10th Percentile £30.00 £22.51 £21.25
90th Percentile £62.25 £52.50 £50.68
UK median hourly rate £43.50 £41.00 £40.00
% change year-on-year +6.10% +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 16 January 2018.

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 16 January 2018.

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 16 January 2018. 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 +61 152 £563 +12.78% 14
South East +4 51 £475 +9.20% 6
South West +27 30 £513 +2.50% 10
North of England +44 20 £550 +7.32%
North West +23 15 £550 -
East of England - 7 £350 - 1
Midlands +6 6 £325 -
North East +58 3 £513 -
East Midlands +2 3 - -
West Midlands - 3 £325 -
Yorkshire +20 2 £425 -17.07%
Artifactory
UK

For the 6 months to 16 January 2018, 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.

1 198 (74.44%) Jenkins
2 194 (72.93%) DevOps
3 173 (65.04%) Git (software)
4 169 (63.53%) Linux
5 156 (58.65%) Amazon AWS
6 148 (55.64%) Docker
7 134 (50.38%) Puppet
8 130 (48.87%) Configuration Management
9 118 (44.36%) Ansible
10 117 (43.98%) Agile Software Development
11 108 (40.60%) Continuous Integration
11 108 (40.60%) Python
12 95 (35.71%) Java
13 92 (34.59%) Sonatype Nexus
14 87 (32.71%) Terraform
15 82 (30.83%) Maven
16 80 (30.08%) Security Cleared
17 72 (27.07%) SC Cleared
18 69 (25.94%) Firewall
19 66 (24.81%) Amazon EC2
20 64 (24.06%) JIRA
21 63 (23.68%) Open Source
21 63 (23.68%) Kubernetes
22 59 (22.18%) Ruby
22 59 (22.18%) Elastic Stack
23 54 (20.30%) Bash Shell
24 53 (19.92%) Confluence
24 53 (19.92%) MySQL
25 52 (19.55%) Windows
25 52 (19.55%) Opscode Chef

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 53 (19.92%) Confluence
2 32 (12.03%) nginx
3 30 (11.28%) Apache
4 27 (10.15%) Tomcat
5 25 (9.40%) Elasticsearch
6 16 (6.02%) WebLogic
7 14 (5.26%) IIS
8 9 (3.38%) Apache Spark
8 9 (3.38%) CICS
9 8 (3.01%) JBoss
10 7 (2.63%) OpenStack
11 6 (2.26%) WebSphere
12 5 (1.88%) Adobe Experience Manager
12 5 (1.88%) Cloud Foundry
12 5 (1.88%) Mongoose
12 5 (1.88%) Mule
12 5 (1.88%) Mule ESB
12 5 (1.88%) Oracle SOA Suite
13 3 (1.13%) Jetty
14 2 (0.75%) GlassFish
Applications
1 2 (0.75%) Microsoft Project
1 2 (0.75%) MS Visio
Business Applications
1 7 (2.63%) Temenos T24
2 1 (0.38%) OpenText Process Suite
Cloud Services
1 156 (58.65%) Amazon AWS
2 66 (24.81%) Amazon EC2
3 47 (17.67%) Amazon S3
4 37 (13.91%) Amazon CloudWatch
5 35 (13.16%) GitHub
5 35 (13.16%) Virtual Private Cloud
6 32 (12.03%) AWS Lambda
6 32 (12.03%) Serverless
7 31 (11.65%) Amazon ELB
8 30 (11.28%) OpenShift
9 29 (10.90%) AWS CloudFormation
10 28 (10.53%) PaaS
11 27 (10.15%) IaaS
11 27 (10.15%) Microsoft Azure
12 25 (9.40%) Route 53
13 11 (4.14%) Cloud Computing
13 11 (4.14%) CloudBees
14 9 (3.38%) Adobe Analytics
14 9 (3.38%) Datadog
15 7 (2.63%) AWS CloudTrail
Communications & Networking
1 69 (25.94%) Firewall
2 51 (19.17%) TCP/IP
3 49 (18.42%) DNS
4 23 (8.65%) SSL
5 21 (7.89%) HTTP
6 12 (4.51%) Internet
7 9 (3.38%) BIG-IP
7 9 (3.38%) F5 BIG-IP LTM
8 7 (2.63%) LDAP
9 5 (1.88%) DSL
9 5 (1.88%) ICMP
9 5 (1.88%) OpenLDAP
9 5 (1.88%) VPN
10 3 (1.13%) DHCP
10 3 (1.13%) Network Security
10 3 (1.13%) SMS
11 2 (0.75%) LAN
11 2 (0.75%) WAN
11 2 (0.75%) ZigBee
12 1 (0.38%) FTP
Database & Business Intelligence
1 53 (19.92%) MySQL
2 44 (16.54%) Amazon RDS
3 39 (14.66%) PostgreSQL
4 38 (14.29%) SQL Server
5 36 (13.53%) MongoDB
6 32 (12.03%) Hadoop
7 24 (9.02%) NoSQL
8 14 (5.26%) DB2
8 14 (5.26%) Power BI
8 14 (5.26%) Relational Database
9 13 (4.89%) RDBMS
10 9 (3.38%) Big Data
10 9 (3.38%) Oracle Database
11 7 (2.63%) Apache Cassandra
12 6 (2.26%) Amazon DynamoDB
12 6 (2.26%) Hazelcast
12 6 (2.26%) Pentaho
13 4 (1.50%) HBase
14 3 (1.13%) InfluxDB
15 2 (0.75%) Apache Hive
Development Applications
1 198 (74.44%) Jenkins
2 173 (65.04%) Git (software)
3 92 (34.59%) Sonatype Nexus
4 82 (30.83%) Maven
5 64 (24.06%) JIRA
6 40 (15.04%) Bitbucket
7 33 (12.41%) Cucumber
8 29 (10.90%) SonarQube
9 28 (10.53%) TeamCity
10 26 (9.77%) Team Foundation Server
11 23 (8.65%) Subversion
12 22 (8.27%) GitLab
13 19 (7.14%) Ant
13 19 (7.14%) Selenium
14 18 (6.77%) Vagrant
15 16 (6.02%) Hudson
16 13 (4.89%) Gradle
17 9 (3.38%) webpack
18 8 (3.01%) Octopus Deploy
18 8 (3.01%) Zephyr
General
1 40 (15.04%) Finance
2 20 (7.52%) Banking
3 15 (5.64%) Marketing
4 13 (4.89%) Telecoms
5 11 (4.14%) Electronics
5 11 (4.14%) Manufacturing
6 8 (3.01%) Publishing
7 4 (1.50%) Retail Banking
8 2 (0.75%) Financial Institution
8 2 (0.75%) Investment Banking
8 2 (0.75%) Local Government
9 1 (0.38%) Aerospace
9 1 (0.38%) Dutch Language
9 1 (0.38%) Legal
9 1 (0.38%) Retail
Job Titles
1 140 (52.63%) DevOps Engineer
2 38 (14.29%) AWS Engineer
3 36 (13.53%) AWS DevOps
4 29 (10.90%) AWS DevOps Engineer
4 29 (10.90%) Developer
5 24 (9.02%) Cloud Engineer
5 24 (9.02%) Consultant
6 21 (7.89%) Senior DevOps
7 18 (6.77%) Senior DevOps Engineer
8 17 (6.39%) DevOps Consultant
8 17 (6.39%) Platform Engineer
9 16 (6.02%) Linux/Unix DevOps
10 13 (4.89%) Administrator
11 12 (4.51%) Azure Engineer
11 12 (4.51%) Systems Administrator
12 10 (3.76%) Lead DevOps
12 10 (3.76%) Software Engineer
13 9 (3.38%) Linux Engineer
14 8 (3.01%) Java Developer
14 8 (3.01%) Linux DevOps Engineer
Libraries, Frameworks & Software Standards
1 59 (22.18%) Elastic Stack
2 32 (12.03%) Node.js
3 27 (10.15%) JSON
4 26 (9.77%) Spring
4 26 (9.77%) YAML
5 22 (8.27%) Web Services
6 20 (7.52%) LEMP Stack
7 17 (6.39%) HTML
7 17 (6.39%) Kafka
7 17 (6.39%) Spring Boot
8 16 (6.02%) Middleware
9 15 (5.64%) .NET
9 15 (5.64%) REST
9 15 (5.64%) Sensu
10 14 (5.26%) LAMP
11 13 (4.89%) CSS
11 13 (4.89%) RabbitMQ
11 13 (4.89%) SOAP
12 12 (4.51%) HTML5
12 12 (4.51%) RESTful
Miscellaneous
1 16 (6.02%) Public Cloud
2 14 (5.26%) Analytical Skills
3 11 (4.14%) DataPower
4 10 (3.76%) User Experience
4 10 (3.76%) Virtual Team
5 9 (3.38%) Mainframe
6 5 (1.88%) Linux Command Line
6 5 (1.88%) SystemC
7 4 (1.50%) Computer Science
7 4 (1.50%) Data Centre
7 4 (1.50%) Greenfield Project
8 2 (0.75%) Clustering
8 2 (0.75%) Mobile App
8 2 (0.75%) Semantic Web
8 2 (0.75%) Wiki
9 1 (0.38%) BYOD
9 1 (0.38%) CMDB
9 1 (0.38%) RIA
9 1 (0.38%) Smartphone
9 1 (0.38%) Video\Live Streaming
Operating Systems
1 169 (63.53%) Linux
2 52 (19.55%) Windows
3 49 (18.42%) Unix
4 27 (10.15%) Red Hat Enterprise Linux
4 27 (10.15%) Windows Server
5 23 (8.65%) Windows Server 2012
6 12 (4.51%) CentOS
7 9 (3.38%) CoreOS
8 8 (3.01%) Solaris
9 5 (1.88%) Ubuntu
10 3 (1.13%) Debian
11 2 (0.75%) Android
12 1 (0.38%) Windows Server 2008
Processes & Methodologies
1 194 (72.93%) DevOps
2 130 (48.87%) Configuration Management
3 117 (43.98%) Agile Software Development
4 108 (40.60%) Continuous Integration
5 63 (23.68%) Open Source
6 51 (19.17%) Continuous Delivery
7 47 (17.67%) Scrum
8 38 (14.29%) Load Balancing
8 38 (14.29%) Microservices
9 33 (12.41%) Test Automation
10 30 (11.28%) Business Intelligence
11 26 (9.77%) Continuous Deployment
12 23 (8.65%) Kanban
12 23 (8.65%) Task Automation
13 22 (8.27%) Build Automation
14 18 (6.77%) SDLC
14 18 (6.77%) Software Engineering
15 17 (6.39%) TDD
16 16 (6.02%) Software Delivery
17 15 (5.64%) Digital Marketing
Programming Languages
1 108 (40.60%) Python
2 95 (35.71%) Java
3 59 (22.18%) Ruby
4 54 (20.30%) Bash Shell
5 48 (18.05%) SQL
6 36 (13.53%) Shell Script
7 23 (8.65%) JavaScript
8 19 (7.14%) C#
9 14 (5.26%) Perl
10 13 (4.89%) PowerShell
11 12 (4.51%) Go
11 12 (4.51%) Groovy
12 10 (3.76%) PL/SQL
13 7 (2.63%) Jython
13 7 (2.63%) WebLogic Scripting Tool
14 6 (2.26%) C
15 5 (1.88%) Korn
16 4 (1.50%) T-SQL
17 3 (1.13%) PHP
18 2 (0.75%) C++
Qualifications
1 80 (30.08%) Security Cleared
2 72 (27.07%) SC Cleared
3 7 (2.63%) MySQL Certification
4 6 (2.26%) Degree
5 4 (1.50%) ISEB
5 4 (1.50%) ISEB Practitioner
6 3 (1.13%) Computer Science Degree
7 2 (0.75%) DV Cleared
7 2 (0.75%) ITIL Certification
8 1 (0.38%) AWS Certification
8 1 (0.38%) BPSS Clearance
8 1 (0.38%) DBS Check
8 1 (0.38%) Master's Degree
Quality Assurance & Compliance
1 17 (6.39%) QA
2 2 (0.75%) Disclosure Scotland
3 1 (0.38%) PCI DSS
System Software
1 148 (55.64%) Docker
2 27 (10.15%) Active Directory
3 13 (4.89%) VMware Infrastructure
4 11 (4.14%) Gluster
5 10 (3.76%) Apache ZooKeeper
6 9 (3.38%) Virtual Machines
7 5 (1.88%) HDFS
7 5 (1.88%) Squid
8 2 (0.75%) Firmware
8 2 (0.75%) VirtualBox
8 2 (0.75%) Xen
9 1 (0.38%) etcd
9 1 (0.38%) flannel
9 1 (0.38%) GlusterFS
9 1 (0.38%) KVM
9 1 (0.38%) LXC
9 1 (0.38%) vCloud
Systems Management
1 134 (50.38%) Puppet
2 118 (44.36%) Ansible
3 87 (32.71%) Terraform
4 63 (23.68%) Kubernetes
5 52 (19.55%) Opscode Chef
6 38 (14.29%) Kibana
6 38 (14.29%) logstash
7 36 (13.53%) Nagios
8 20 (7.52%) HAProxy
8 20 (7.52%) ZABBIX
9 19 (7.14%) WSUS
10 15 (5.64%) Grafana
10 15 (5.64%) Packer
11 13 (4.89%) Rancher
12 10 (3.76%) Consul
13 9 (3.38%) Prometheus
14 7 (2.63%) Graphite
14 7 (2.63%) Icinga
15 6 (2.26%) rkt
16 5 (1.88%) Sysdig
Vendors
1 41 (15.41%) Oracle
2 32 (12.03%) Red Hat
3 20 (7.52%) Splunk
4 18 (6.77%) VMware
5 16 (6.02%) Green Hat
5 16 (6.02%) IBM
5 16 (6.02%) Microsoft
6 14 (5.26%) Adobe
7 13 (4.89%) HP
7 13 (4.89%) New Relic
8 11 (4.14%) SAP
9 9 (3.38%) AppDynamics
9 9 (3.38%) F5
10 7 (2.63%) Workday
11 6 (2.26%) Google
11 6 (2.26%) Temenos
12 5 (1.88%) ForgeRock
12 5 (1.88%) TOWER Software
13 4 (1.50%) Cloudera
13 4 (1.50%) Hortonworks