Period
to 23 February 2018

The following table provides summary statistics for contract job vacancies advertised in London 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 23 February 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
England > London
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 491 538 522
Rank change year-on-year +47 -16 +4
Contract jobs citing Artifactory 142 54 72
As % of all contract IT jobs advertised in London 0.30% 0.13% 0.16%
As % of the Development Applications category 1.55% 0.73% 1.05%
Number of daily rates quoted 94 33 42
London median daily rate £575 £490 £475
Median daily rate % change year-on-year +17.35% +3.16% -8.65%
10th Percentile £456 £395 £363
90th Percentile £725 £635 £550
England median daily rate £538 £450 £475
% change year-on-year +19.61% -5.26% -3.06%
Number of hourly rates quoted 1 0 0
London median hourly rate £35.00 - -
England 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 London with a requirement for development application skills.

All Development Application Skills
London
Contract vacancies with a requirement for development application skills 9,190 7,384 6,854
As % of all contract IT jobs advertised in London 19.58% 17.87% 15.39%
Number of daily rates quoted 7,028 5,364 5,092
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £355 £325 £313
90th Percentile £638 £618 £600
England median daily rate £475 £430 £418
% change year-on-year +10.47% +2.99% +4.38%
Number of hourly rates quoted 19 12 18
London median hourly rate £41.42 £47.00 £37.50
Median hourly rate % change year-on-year -11.88% +25.33% -11.76%
10th Percentile £33.00 £17.93 £24.23
90th Percentile £70.13 £120.19 £55.00
England median hourly rate £45.00 £41.00 £40.00
% change year-on-year +9.76% +2.50% +8.11%

Artifactory
Job Vacancy Trend in London

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

Job vacancy trend for Artifactory in London

Artifactory
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Artifactory in London

Artifactory
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Artifactory in London over the 6 months to 23 February 2018.

Contractor daily rate histogram for Artifactory in London

Artifactory
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the London region over the 6 months to 23 February 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
Central London -19 17 £550 -8.33% 2
South London -35 9 £713 +90.00% 1
West London - 3 - - 2
East London - 3 £650 -
Artifactory
England

For the 6 months to 23 February 2018, IT contractor jobs citing Artifactory also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Artifactory.

1 119 (83.80%) Jenkins
2 118 (83.10%) DevOps
3 101 (71.13%) Docker
4 99 (69.72%) Linux
5 97 (68.31%) Git (software)
6 96 (67.61%) Ansible
7 91 (64.08%) Python
8 87 (61.27%) Puppet
9 84 (59.15%) Configuration Management
10 82 (57.75%) Amazon AWS
11 74 (52.11%) Continuous Integration
12 70 (49.30%) Agile Software Development
13 61 (42.96%) Sonatype Nexus
14 60 (42.25%) TCP/IP
15 58 (40.85%) Kubernetes
16 57 (40.14%) DNS
16 57 (40.14%) Firewall
17 56 (39.44%) Elastic Stack
18 53 (37.32%) Ruby
19 52 (36.62%) Security Cleared
20 51 (35.92%) Java
21 50 (35.21%) Bash Shell
22 48 (33.80%) SC Cleared
23 47 (33.10%) Terraform
24 42 (29.58%) PostgreSQL
25 40 (28.17%) MySQL
25 40 (28.17%) Windows
25 40 (28.17%) Kibana
26 39 (27.46%) nginx
27 38 (26.76%) Load Balancing

Artifactory
Co-occurring IT Skills in London 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 39 (27.46%) nginx
2 25 (17.61%) Elasticsearch
3 24 (16.90%) Confluence
4 14 (9.86%) Apache Spark
5 12 (8.45%) Tomcat
6 9 (6.34%) Apache
7 7 (4.93%) Mule
7 7 (4.93%) Mule ESB
8 4 (2.82%) IIS
8 4 (2.82%) OpenStack
9 3 (2.11%) Adobe Experience Manager
10 2 (1.41%) Apache Pig
10 2 (1.41%) JBoss
10 2 (1.41%) Jetty
11 1 (0.70%) NServiceBus
11 1 (0.70%) WebLogic
Business Applications
1 7 (4.93%) Temenos T24
Cloud Services
1 82 (57.75%) Amazon AWS
2 35 (24.65%) Amazon EC2
3 30 (21.13%) Amazon ELB
3 30 (21.13%) Virtual Private Cloud
4 23 (16.20%) Route 53
5 21 (14.79%) Amazon S3
6 20 (14.08%) IaaS
6 20 (14.08%) PaaS
7 19 (13.38%) GitHub
8 16 (11.27%) Amazon CloudWatch
9 15 (10.56%) CloudBees
10 11 (7.75%) Cloud Computing
11 9 (6.34%) Microsoft Azure
12 7 (4.93%) AWS CloudTrail
13 6 (4.23%) AWS Lambda
13 6 (4.23%) Datadog
13 6 (4.23%) npm
13 6 (4.23%) SaaS
13 6 (4.23%) Serverless
14 5 (3.52%) OpenShift
Communications & Networking
1 60 (42.25%) TCP/IP
2 57 (40.14%) DNS
2 57 (40.14%) Firewall
3 28 (19.72%) SSL
4 12 (8.45%) Internet
5 9 (6.34%) VPN
6 8 (5.63%) ICMP
7 5 (3.52%) OpenLDAP
8 4 (2.82%) HTTP
9 3 (2.11%) DHCP
9 3 (2.11%) LAN
9 3 (2.11%) Network Security
9 3 (2.11%) WAN
10 2 (1.41%) ZigBee
11 1 (0.70%) DSL
11 1 (0.70%) OpenVPN
11 1 (0.70%) SMS
Database & Business Intelligence
1 42 (29.58%) PostgreSQL
2 40 (28.17%) MySQL
3 37 (26.06%) Amazon RDS
3 37 (26.06%) MongoDB
4 31 (21.83%) Hadoop
5 29 (20.42%) SQL Server
6 26 (18.31%) NoSQL
7 14 (9.86%) Power BI
8 8 (5.63%) Apache Cassandra
8 8 (5.63%) Hazelcast
9 6 (4.23%) Big Data
10 2 (1.41%) Apache Hive
10 2 (1.41%) Flink
10 2 (1.41%) InfluxDB
10 2 (1.41%) Neo4j
10 2 (1.41%) Pentaho
10 2 (1.41%) Redis
10 2 (1.41%) Relational Database
11 1 (0.70%) RDBMS
11 1 (0.70%) SQL Server 2016
Development Applications
1 119 (83.80%) Jenkins
2 97 (68.31%) Git (software)
3 61 (42.96%) Sonatype Nexus
4 27 (19.01%) Maven
5 26 (18.31%) JIRA
6 21 (14.79%) SonarQube
7 19 (13.38%) Bitbucket
8 14 (9.86%) Subversion
9 13 (9.15%) GitLab
10 12 (8.45%) TeamCity
11 11 (7.75%) Ant
12 9 (6.34%) Team Foundation Server
13 8 (5.63%) Chocolatey
13 8 (5.63%) Vagrant
14 7 (4.93%) Build Forge
14 7 (4.93%) CruiseControl
14 7 (4.93%) Hudson
14 7 (4.93%) Octopus Deploy
15 6 (4.23%) Gerrit
15 6 (4.23%) VSS/SourceSafe
General
1 19 (13.38%) Finance
2 9 (6.34%) Marketing
3 8 (5.63%) Banking
4 7 (4.93%) Publishing
5 5 (3.52%) Electronics
5 5 (3.52%) Manufacturing
5 5 (3.52%) Telecoms
6 2 (1.41%) Financial Institution
6 2 (1.41%) Investment Banking
6 2 (1.41%) Local Government
7 1 (0.70%) Dutch Language
7 1 (0.70%) Retail
7 1 (0.70%) Retail Banking
Job Titles
1 98 (69.01%) DevOps Engineer
2 22 (15.49%) Lead DevOps
3 19 (13.38%) Lead DevOps Engineer
4 17 (11.97%) AWS DevOps
5 15 (10.56%) AWS DevOps Engineer
5 15 (10.56%) AWS Engineer
5 15 (10.56%) Cloud Engineer
6 14 (9.86%) Senior DevOps
6 14 (9.86%) Senior DevOps Engineer
7 10 (7.04%) Consultant
8 9 (6.34%) DevOps Consultant
9 8 (5.63%) Linux Engineer
10 7 (4.93%) Linux DevOps Engineer
10 7 (4.93%) Linux/Unix DevOps
10 7 (4.93%) Platform Engineer
11 6 (4.23%) Environment Manager
11 6 (4.23%) Test Environment Manager
11 6 (4.23%) Test Manager
12 5 (3.52%) Operations Engineer
13 4 (2.82%) Developer
Libraries, Frameworks & Software Standards
1 56 (39.44%) Elastic Stack
2 26 (18.31%) LEMP Stack
3 22 (15.49%) YAML
4 21 (14.79%) JSON
4 21 (14.79%) Kafka
4 21 (14.79%) Sensu
5 14 (9.86%) Middleware
6 10 (7.04%) LAMP
7 8 (5.63%) Web Services
8 7 (4.93%) ActiveMQ
8 7 (4.93%) Node.js
9 6 (4.23%) LAPP Stack
9 6 (4.23%) LDAP
10 4 (2.82%) Hibernate
11 3 (2.11%) .NET
11 3 (2.11%) Hystrix
11 3 (2.11%) RabbitMQ
11 3 (2.11%) REST
11 3 (2.11%) Spring
11 3 (2.11%) Spring Boot
Miscellaneous
1 9 (6.34%) Public Cloud
2 6 (4.23%) Virtual Team
3 3 (2.11%) Analytical Skills
4 2 (1.41%) Linux Command Line
5 1 (0.70%) Clustering
5 1 (0.70%) Computer Science
5 1 (0.70%) Data Centre
5 1 (0.70%) Greenfield Project
5 1 (0.70%) SystemC
Operating Systems
1 99 (69.72%) Linux
2 40 (28.17%) Windows
3 26 (18.31%) Windows Server
4 22 (15.49%) Unix
4 22 (15.49%) Windows Server 2012
5 11 (7.75%) CoreOS
6 9 (6.34%) Red Hat Enterprise Linux
7 7 (4.93%) CentOS
8 4 (2.82%) Solaris
9 3 (2.11%) Ubuntu
10 2 (1.41%) Debian
11 1 (0.70%) Android
Processes & Methodologies
1 118 (83.10%) DevOps
2 84 (59.15%) Configuration Management
3 74 (52.11%) Continuous Integration
4 70 (49.30%) Agile Software Development
5 38 (26.76%) Load Balancing
6 36 (25.35%) Open Source
7 30 (21.13%) Continuous Delivery
8 24 (16.90%) Business Intelligence
9 23 (16.20%) Microservices
9 23 (16.20%) Protective Monitoring
9 23 (16.20%) Scrum
10 22 (15.49%) Build Automation
10 22 (15.49%) Task Automation
11 19 (13.38%) Test Automation
12 17 (11.97%) Performance Measurement
13 16 (11.27%) Continuous Deployment
14 11 (7.75%) SDLC
14 11 (7.75%) Web Development
15 9 (6.34%) Digital Marketing
16 8 (5.63%) Software Delivery
Programming Languages
1 91 (64.08%) Python
2 53 (37.32%) Ruby
3 51 (35.92%) Java
4 50 (35.21%) Bash Shell
5 34 (23.94%) SQL
6 20 (14.08%) C#
7 15 (10.56%) Go
8 10 (7.04%) Shell Script
9 7 (4.93%) Jython
9 7 (4.93%) PowerShell
10 6 (4.23%) Perl
11 4 (2.82%) T-SQL
12 2 (1.41%) C
12 2 (1.41%) C++
12 2 (1.41%) JavaScript
12 2 (1.41%) PHP
12 2 (1.41%) Scala
13 1 (0.70%) Groovy
13 1 (0.70%) Korn
13 1 (0.70%) TypeScript
Qualifications
1 52 (36.62%) Security Cleared
2 48 (33.80%) SC Cleared
3 3 (2.11%) DV Cleared
4 1 (0.70%) Computer Science Degree
4 1 (0.70%) Degree
4 1 (0.70%) ITIL Certification
Quality Assurance & Compliance
1 3 (2.11%) QA
2 1 (0.70%) PCI DSS
System Software
1 101 (71.13%) Docker
2 24 (16.90%) Active Directory
3 13 (9.15%) Apache ZooKeeper
4 8 (5.63%) VMware Infrastructure
5 6 (4.23%) Squid
6 5 (3.52%) HDFS
7 2 (1.41%) Firmware
7 2 (1.41%) VirtualBox
8 1 (0.70%) Ceph
8 1 (0.70%) etcd
8 1 (0.70%) flannel
8 1 (0.70%) Gluster
8 1 (0.70%) GlusterFS
8 1 (0.70%) Postfix
8 1 (0.70%) SkyDNS
8 1 (0.70%) Virtual Machines
Systems Management
1 96 (67.61%) Ansible
2 87 (61.27%) Puppet
3 58 (40.85%) Kubernetes
4 47 (33.10%) Terraform
5 40 (28.17%) Kibana
6 37 (26.06%) logstash
7 28 (19.72%) HAProxy
8 27 (19.01%) Opscode Chef
9 26 (18.31%) Nagios
10 22 (15.49%) Grafana
11 19 (13.38%) WSUS
12 17 (11.97%) Rancher
13 15 (10.56%) Prometheus
13 15 (10.56%) ZABBIX
14 9 (6.34%) Consul
14 9 (6.34%) Icinga
14 9 (6.34%) Packer
15 8 (5.63%) Host Intrusion Detection System
15 8 (5.63%) Network Intrusion Detection System
15 8 (5.63%) Sysdig
Vendors
1 16 (11.27%) Splunk
2 15 (10.56%) Red Hat
3 14 (9.86%) Oracle
4 12 (8.45%) Microsoft
4 12 (8.45%) New Relic
5 9 (6.34%) VMware
6 8 (5.63%) IBM
7 7 (4.93%) AppDynamics
7 7 (4.93%) Green Hat
7 7 (4.93%) HP
8 6 (4.23%) Temenos
9 5 (3.52%) Atlassian
9 5 (3.52%) ForgeRock
9 5 (3.52%) Hortonworks
9 5 (3.52%) SAP
10 4 (2.82%) Black Duck
11 3 (2.11%) Adobe
11 3 (2.11%) hybris
12 2 (1.41%) TIBCO
12 2 (1.41%) TOWER Software