Period
to 18 November 2017

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 6 months to 18 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
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 597 688 754
Rank change year-on-year +91 +66 +31
Contract jobs citing Artifactory 305 200 150
As % of all contract IT jobs advertised in the UK 0.30% 0.19% 0.13%
As % of the Development Applications category 1.60% 1.15% 0.92%
Number of daily rates quoted 211 102 102
UK median daily rate £530 £475 £425
Median daily rate % change year-on-year +11.58% +11.76% -5.56%
10th Percentile £395 £375 £358
90th Percentile £631 £575 £575
UK excluding London median daily rate £480 £435 £400
% change year-on-year +10.34% +8.75% -2.44%
Number of hourly rates quoted 3 0 1
UK median hourly rate £65.00 - £60.00
UK excluding London median hourly rate £66.25 - £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 with a requirement for development application skills.

All Development Application Skills
UK
Contract vacancies with a requirement for development application skills 19078 17440 16371
As % of all contract IT jobs advertised in the UK 18.69% 16.50% 14.25%
Number of daily rates quoted 13287 11750 10892
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +2.27%
10th Percentile £313 £300 £275
90th Percentile £600 £575 £563
UK excluding London median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +7.14%
Number of hourly rates quoted 285 251 336
UK 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 £24.00 £24.23
90th Percentile £60.60 £53.75 £50.00
UK excluding London median hourly rate £42.50 £41.00 £40.00
% change year-on-year +3.66% +2.50% +6.67%

Artifactory
Job Vacancy Trend

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

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 6 months to 18 November 2017.

Contractor daily rate histogram for Artifactory in the UK

Artifactory
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Artifactory over the 6 months to 18 November 2017.

Contractor hourly rate histogram for Artifactory in the UK

Artifactory
Top 14 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 6 months to 18 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
England +138 257 £525 +10.53% 11
London +57 159 £575 +15.00% 6
UK excluding London +73 145 £480 +10.34% 7
South East +40 57 £484 +11.26%
Scotland -21 26 £450 +12.50% 2
Northern Ireland - 21 £544 -
South West +20 18 £525 +13.51% 1
North of England +67 10 £450 -10.00% 3
East of England - 10 £480 - 1
North West +29 7 £483 - 2
West Midlands +29 3 £325 -27.78%
Midlands +15 3 £325 -27.78%
North East - 2 £475 -
Yorkshire +20 1 £425 -15.00% 1

For the 6 months to 18 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 with a requirement for Artifactory.

1 226 (74.10%) Linux
1 226 (74.10%) Jenkins
2 213 (69.84%) DevOps
3 183 (60.00%) Git (software)
4 155 (50.82%) Docker
5 146 (47.87%) Amazon AWS
6 128 (41.97%) Agile Software Development
7 127 (41.64%) Ansible
8 126 (41.31%) Continuous Integration
8 126 (41.31%) Configuration Management
9 123 (40.33%) Puppet
10 119 (39.02%) Java
11 116 (38.03%) Sonatype Nexus
12 115 (37.70%) Python
13 84 (27.54%) Maven
14 80 (26.23%) Security Cleared
15 78 (25.57%) Firewall
16 77 (25.25%) Unix
17 74 (24.26%) Bash Shell
17 74 (24.26%) Elastic Stack
18 71 (23.28%) Kubernetes
19 70 (22.95%) SC Cleared
20 68 (22.30%) Terraform
21 66 (21.64%) SQL
22 63 (20.66%) Continuous Delivery
23 61 (20.00%) Open Source
23 61 (20.00%) Ruby
24 60 (19.67%) JIRA
24 60 (19.67%) Scrum
25 59 (19.34%) Windows

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 44 (14.43%) Confluence
2 43 (14.10%) nginx
3 28 (9.18%) Apache
4 27 (8.85%) Tomcat
5 19 (6.23%) WebLogic
6 15 (4.92%) JBoss
7 13 (4.26%) IIS
8 11 (3.61%) Elasticsearch
8 11 (3.61%) OpenStack
9 9 (2.95%) CICS
10 5 (1.64%) Apache Spark
10 5 (1.64%) Oracle SOA Suite
11 3 (0.98%) Adobe Experience Manager
11 3 (0.98%) Mongoose
12 2 (0.66%) Apache TomEE
12 2 (0.66%) GlassFish
12 2 (0.66%) Jetty
12 2 (0.66%) WebSphere
13 1 (0.33%) CMS
13 1 (0.33%) WordPress
Applications
1 2 (0.66%) Microsoft Project
1 2 (0.66%) MS Visio
Business Applications
1 5 (1.64%) Temenos T24
2 1 (0.33%) OpenText Process Suite
Cloud Services
1 146 (47.87%) Amazon AWS
2 55 (18.03%) OpenShift
3 53 (17.38%) Amazon EC2
4 35 (11.48%) Microsoft Azure
5 33 (10.82%) GitHub
6 32 (10.49%) Amazon S3
7 29 (9.51%) Virtual Private Cloud
8 27 (8.85%) Amazon CloudWatch
9 25 (8.20%) npm
10 24 (7.87%) AWS CloudFormation
11 23 (7.54%) Cloud Computing
12 22 (7.21%) PaaS
13 19 (6.23%) IaaS
14 18 (5.90%) Route 53
15 17 (5.57%) Amazon ELB
15 17 (5.57%) AWS Lambda
15 17 (5.57%) Serverless
16 9 (2.95%) Adobe Analytics
17 7 (2.30%) CloudBees
18 6 (1.97%) Quay.io
Communications & Networking
1 78 (25.57%) Firewall
2 59 (19.34%) TCP/IP
3 57 (18.69%) DNS
4 37 (12.13%) SSL
5 30 (9.84%) HTTP
6 21 (6.89%) LDAP
7 16 (5.25%) Internet
8 12 (3.93%) DSL
9 9 (2.95%) BIG-IP
9 9 (2.95%) F5 BIG-IP LTM
10 6 (1.97%) ICMP
10 6 (1.97%) VPN
11 4 (1.31%) HTTPS
11 4 (1.31%) Network Security
12 3 (0.98%) DHCP
12 3 (0.98%) LAN
12 3 (0.98%) WAN
13 2 (0.66%) ZigBee
14 1 (0.33%) Bluetooth
Database & Business Intelligence
1 53 (17.38%) MySQL
2 52 (17.05%) PostgreSQL
3 51 (16.72%) MongoDB
4 43 (14.10%) SQL Server
5 41 (13.44%) Amazon RDS
6 31 (10.16%) NoSQL
7 30 (9.84%) Hadoop
8 17 (5.57%) Big Data
8 17 (5.57%) Relational Database
9 16 (5.25%) RDBMS
10 11 (3.61%) DB2
10 11 (3.61%) Oracle Database
11 10 (3.28%) HBase
12 9 (2.95%) Power BI
13 6 (1.97%) Amazon DynamoDB
13 6 (1.97%) Pentaho
14 3 (0.98%) Apache Cassandra
14 3 (0.98%) Oracle Database 11g
15 2 (0.66%) Hazelcast
15 2 (0.66%) InfluxDB
Development Applications
1 226 (74.10%) Jenkins
2 183 (60.00%) Git (software)
3 116 (38.03%) Sonatype Nexus
4 84 (27.54%) Maven
5 60 (19.67%) JIRA
6 57 (18.69%) TeamCity
7 41 (13.44%) Team Foundation Server
8 33 (10.82%) GitLab
9 32 (10.49%) Bitbucket
10 29 (9.51%) Subversion
11 25 (8.20%) Ant
12 23 (7.54%) Atlassian Bamboo
12 23 (7.54%) Cucumber
13 20 (6.56%) SonarQube
14 19 (6.23%) Selenium
15 17 (5.57%) Vagrant
16 15 (4.92%) Hudson
17 13 (4.26%) Gerrit
18 11 (3.61%) MSBuild
19 10 (3.28%) JUnit
General
1 55 (18.03%) Finance
2 27 (8.85%) Banking
3 18 (5.90%) Telecoms
4 17 (5.57%) Marketing
5 16 (5.25%) Electronics
5 16 (5.25%) Manufacturing
6 7 (2.30%) Publishing
6 7 (2.30%) Retail
7 4 (1.31%) Investment Banking
8 3 (0.98%) Law
8 3 (0.98%) Retail Banking
9 2 (0.66%) Financial Institution
9 2 (0.66%) Local Government
10 1 (0.33%) Dutch Language
Job Titles
1 145 (47.54%) DevOps Engineer
2 37 (12.13%) Consultant
3 35 (11.48%) AWS Engineer
4 31 (10.16%) AWS DevOps
5 30 (9.84%) Developer
6 25 (8.20%) AWS DevOps Engineer
7 22 (7.21%) Cloud Engineer
8 20 (6.56%) Platform Engineer
9 18 (5.90%) DevOps Consultant
10 16 (5.25%) Senior DevOps
11 14 (4.59%) Azure Engineer
11 14 (4.59%) Senior DevOps Engineer
12 13 (4.26%) Linux/Unix DevOps
13 12 (3.93%) Architect
13 12 (3.93%) Integration Consultant
14 11 (3.61%) Automation Engineer
15 10 (3.28%) Infrastructure Architect
16 9 (2.95%) Administrator
16 9 (2.95%) JavaScript Engineer
16 9 (2.95%) Lead DevOps
Libraries, Frameworks & Software Standards
1 74 (24.26%) Elastic Stack
2 47 (15.41%) Node.js
3 36 (11.80%) .NET
4 29 (9.51%) Middleware
5 28 (9.18%) Spring
6 26 (8.52%) REST
7 23 (7.54%) Web Services
8 18 (5.90%) Apache Camel
8 18 (5.90%) JSON
8 18 (5.90%) RESTful
9 16 (5.25%) Sensu
10 15 (4.92%) HTML
10 15 (4.92%) Spring Boot
11 14 (4.59%) LEMP Stack
11 14 (4.59%) RabbitMQ
11 14 (4.59%) YAML
12 13 (4.26%) SOAP
13 11 (3.61%) Hibernate
13 11 (3.61%) React
14 10 (3.28%) Kafka
Miscellaneous
1 21 (6.89%) Analytical Skills
2 16 (5.25%) Public Cloud
3 11 (3.61%) DataPower
4 10 (3.28%) Virtual Team
5 9 (2.95%) Linux Command Line
5 9 (2.95%) Mainframe
6 8 (2.62%) Computer Science
6 8 (2.62%) User Experience
7 6 (1.97%) BYOD
7 6 (1.97%) RIA
8 5 (1.64%) Greenfield Project
8 5 (1.64%) Semantic Web
8 5 (1.64%) SystemC
9 4 (1.31%) Data Centre
9 4 (1.31%) Enterprise Software
9 4 (1.31%) Social Network
10 3 (0.98%) Clustering
10 3 (0.98%) PKI
11 2 (0.66%) CMDB
11 2 (0.66%) Video\Live Streaming
Operating Systems
1 226 (74.10%) Linux
2 77 (25.25%) Unix
3 59 (19.34%) Windows
4 43 (14.10%) Red Hat Enterprise Linux
5 20 (6.56%) Solaris
6 19 (6.23%) Windows Server
7 15 (4.92%) Windows Server 2012
8 8 (2.62%) CoreOS
9 4 (1.31%) Debian
9 4 (1.31%) Ubuntu
10 3 (0.98%) CentOS
11 2 (0.66%) Android
Processes & Methodologies
1 213 (69.84%) DevOps
2 128 (41.97%) Agile Software Development
3 126 (41.31%) Configuration Management
3 126 (41.31%) Continuous Integration
4 63 (20.66%) Continuous Delivery
5 61 (20.00%) Open Source
6 60 (19.67%) Scrum
7 51 (16.72%) Load Balancing
8 43 (14.10%) Microservices
9 42 (13.77%) Kanban
10 33 (10.82%) Test Automation
11 28 (9.18%) Business Intelligence
12 27 (8.85%) SDLC
13 22 (7.21%) Protective Monitoring
13 22 (7.21%) Software Delivery
14 21 (6.89%) Task Automation
15 20 (6.56%) Continuous Deployment
16 19 (6.23%) Build Automation
17 17 (5.57%) Digital Marketing
18 16 (5.25%) Programme Management
Programming Languages
1 119 (39.02%) Java
2 115 (37.70%) Python
3 74 (24.26%) Bash Shell
4 66 (21.64%) SQL
5 61 (20.00%) Ruby
6 40 (13.11%) JavaScript
7 26 (8.52%) Shell Script
8 22 (7.21%) C#
9 20 (6.56%) Go
10 14 (4.59%) PowerShell
11 13 (4.26%) Perl
12 9 (2.95%) PL/SQL
13 7 (2.30%) WebLogic Scripting Tool
14 6 (1.97%) C
15 5 (1.64%) Groovy
15 5 (1.64%) Jython
15 5 (1.64%) Korn
16 4 (1.31%) T-SQL
17 3 (0.98%) PHP
18 2 (0.66%) C++
Qualifications
1 80 (26.23%) Security Cleared
2 70 (22.95%) SC Cleared
3 8 (2.62%) Degree
4 7 (2.30%) MySQL Certification
5 4 (1.31%) DV Cleared
6 3 (0.98%) Computer Science Degree
6 3 (0.98%) Microsoft Certification
7 2 (0.66%) ISEB
7 2 (0.66%) ISEB Practitioner
7 2 (0.66%) ITIL Certification
8 1 (0.33%) BPSS Clearance
8 1 (0.33%) CESG Certified Professional
8 1 (0.33%) DBS Check
8 1 (0.33%) Master's Degree
Quality Assurance & Compliance
1 15 (4.92%) QA
2 8 (2.62%) Disclosure Scotland
3 1 (0.33%) PCI DSS
System Software
1 155 (50.82%) Docker
2 33 (10.82%) Active Directory
3 16 (5.25%) Gluster
4 12 (3.93%) VMware Infrastructure
5 9 (2.95%) Virtual Machines
6 6 (1.97%) etcd
6 6 (1.97%) flannel
6 6 (1.97%) GlusterFS
7 5 (1.64%) Ceph
7 5 (1.64%) SkyDNS
7 5 (1.64%) VMware NSX
8 4 (1.31%) Apache ZooKeeper
9 3 (0.98%) VirtualBox
10 2 (0.66%) Firmware
11 1 (0.33%) KVM
11 1 (0.33%) LXC
11 1 (0.33%) Tivoli Workload Scheduler
11 1 (0.33%) vCloud
11 1 (0.33%) Xen
Systems Management
1 127 (41.64%) Ansible
2 123 (40.33%) Puppet
3 71 (23.28%) Kubernetes
4 68 (22.30%) Terraform
5 49 (16.07%) Opscode Chef
6 47 (15.41%) Kibana
7 46 (15.08%) logstash
8 25 (8.20%) HAProxy
9 19 (6.23%) ZABBIX
10 18 (5.90%) Graphite
11 17 (5.57%) Nagios
12 16 (5.25%) Grafana
13 13 (4.26%) WSUS
14 12 (3.93%) Packer
15 10 (3.28%) Prometheus
16 7 (2.30%) Host Intrusion Detection System
16 7 (2.30%) Network Intrusion Detection System
16 7 (2.30%) Salt
17 6 (1.97%) Rancher
17 6 (1.97%) SELinux
Vendors
1 55 (18.03%) Oracle
2 54 (17.70%) Red Hat
3 25 (8.20%) VMware
4 18 (5.90%) Splunk
5 17 (5.57%) Workday
6 16 (5.25%) SAP
7 14 (4.59%) Green Hat
7 14 (4.59%) IBM
7 14 (4.59%) Microsoft
8 12 (3.93%) Adobe
9 10 (3.28%) Cloudera
10 9 (2.95%) F5
10 9 (2.95%) HP
11 8 (2.62%) Black Duck
12 7 (2.30%) Google
12 7 (2.30%) New Relic
13 6 (1.97%) TOWER Software
14 5 (1.64%) Temenos
15 4 (1.31%) Atlassian
16 3 (0.98%) Remedy