Period
to 19 June 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 19 June 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
19 Jun 2018
Same period 2017 Same period 2016
Rank 436 483 450
Rank change year-on-year +47 -33 +81
Contract jobs citing Artifactory 193 87 146
As % of all contract IT jobs advertised in London 0.43% 0.22% 0.34%
As % of the Development Applications category 2.07% 1.19% 2.06%
Number of daily rates quoted 120 50 92
London median daily rate £600 £520 £475
Median daily rate % change year-on-year +15.38% +9.47% +5.56%
10th Percentile £460 £398 £400
90th Percentile £720 £588 £575
England median daily rate £525 £478 £475
% change year-on-year +9.95% +0.53% +5.56%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - - -

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 9,329 7,326 7,094
As % of all contract IT jobs advertised in London 20.78% 18.46% 16.35%
Number of daily rates quoted 6,947 5,381 5,250
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £363 £325 £313
90th Percentile £638 £625 £600
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 30 31 17
London median hourly rate £45.00 £40.00 £43.75
Median hourly rate % change year-on-year +12.50% -8.57% +58.66%
10th Percentile £24.20 £19.82 £37.15
90th Percentile £165.00 £57.50 £53.50
England median hourly rate £42.50 £41.75 £42.50
% change year-on-year +1.80% -1.76% +14.74%

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 19 June 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 19 June 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 -32 22 £606 +10.23% 4
South London -38 19 £515 +14.44% 3
East London - 4 £650 - 3
West London - 2 - - 5
Artifactory
England

For the 6 months to 19 June 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.

1 155 (80.31%) Linux
2 153 (79.27%) DevOps
3 141 (73.06%) Docker
4 139 (72.02%) Jenkins
5 135 (69.95%) Git (software)
6 134 (69.43%) Puppet
7 124 (64.25%) Ansible
8 120 (62.18%) Python
9 109 (56.48%) Kubernetes
10 105 (54.40%) Configuration Management
11 94 (48.70%) Bash Shell
12 93 (48.19%) Elastic Stack
13 91 (47.15%) Ruby
14 90 (46.63%) Amazon AWS
15 87 (45.08%) Security Cleared
15 87 (45.08%) Agile Software Development
16 85 (44.04%) Load Balancing
17 83 (43.01%) PostgreSQL
18 81 (41.97%) SC Cleared
19 80 (41.45%) MySQL
20 79 (40.93%) nginx
21 76 (39.38%) MongoDB
22 70 (36.27%) TCP/IP
22 70 (36.27%) Terraform
23 68 (35.23%) Continuous Integration
24 67 (34.72%) DNS
24 67 (34.72%) Firewall
25 63 (32.64%) HAProxy
26 59 (30.57%) logstash
27 55 (28.50%) Sonatype Nexus

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 79 (40.93%) nginx
2 43 (22.28%) Elasticsearch
3 24 (12.44%) Confluence
4 14 (7.25%) Adobe Experience Manager
4 14 (7.25%) Apache Spark
5 11 (5.70%) Apache
6 8 (4.15%) Tomcat
7 6 (3.11%) Apache Pig
8 4 (2.07%) Cloud Foundry
8 4 (2.07%) NServiceBus
8 4 (2.07%) WebSphere
9 3 (1.55%) Mule
9 3 (1.55%) Mule ESB
10 2 (1.04%) IIS
11 1 (0.52%) WordPress
Applications
1 3 (1.55%) Spreadsheet
2 2 (1.04%) HipChat
3 1 (0.52%) Microsoft Excel
3 1 (0.52%) Microsoft PowerPoint
3 1 (0.52%) MS Visio
Business Applications
1 2 (1.04%) Markit EDM
2 1 (0.52%) Temenos T24
Cloud Services
1 90 (46.63%) Amazon AWS
2 47 (24.35%) GitHub
3 30 (15.54%) Amazon EC2
4 27 (13.99%) Amazon ELB
5 24 (12.44%) Amazon S3
5 24 (12.44%) Microsoft Azure
6 23 (11.92%) Cloud Computing
7 11 (5.70%) PaaS
7 11 (5.70%) Virtual Private Cloud
8 8 (4.15%) Amazon CloudWatch
8 8 (4.15%) IaaS
9 6 (3.11%) AWS Lambda
9 6 (3.11%) Route 53
9 6 (3.11%) Serverless
10 5 (2.59%) AWS CloudTrail
11 4 (2.07%) CloudBees
11 4 (2.07%) Google Cloud Platform
11 4 (2.07%) Quay.io
12 3 (1.55%) OpenShift
12 3 (1.55%) SaaS
Communications & Networking
1 70 (36.27%) TCP/IP
2 67 (34.72%) DNS
2 67 (34.72%) Firewall
3 53 (27.46%) SSL
4 23 (11.92%) Internet
5 15 (7.77%) Intrusion Detection
6 13 (6.74%) VPN
7 11 (5.70%) Kerberos
8 8 (4.15%) ICMP
9 5 (2.59%) Network Security
9 5 (2.59%) OpenLDAP
9 5 (2.59%) OpenVPN
10 2 (1.04%) DHCP
10 2 (1.04%) LAN
10 2 (1.04%) Reverse Proxy
10 2 (1.04%) SMS
10 2 (1.04%) WAN
11 1 (0.52%) HTTP
Database & Business Intelligence
1 83 (43.01%) PostgreSQL
2 80 (41.45%) MySQL
3 76 (39.38%) MongoDB
4 29 (15.03%) Hadoop
5 26 (13.47%) SQL Server
6 23 (11.92%) Big Data
7 17 (8.81%) Amazon RDS
7 17 (8.81%) NoSQL
8 12 (6.22%) InfluxDB
9 7 (3.63%) Redis
10 6 (3.11%) Apache Hive
10 6 (3.11%) Flink
10 6 (3.11%) Neo4j
11 4 (2.07%) Apache Cassandra
11 4 (2.07%) Power BI
12 3 (1.55%) DB2
12 3 (1.55%) Hazelcast
12 3 (1.55%) SQL Server 2008
13 2 (1.04%) RDBMS
13 2 (1.04%) SQL Server Integration Services
Development Applications
1 139 (72.02%) Jenkins
2 135 (69.95%) Git (software)
3 55 (28.50%) Sonatype Nexus
4 42 (21.76%) Bitbucket
5 41 (21.24%) GitLab
6 27 (13.99%) JIRA
7 23 (11.92%) Vagrant
8 16 (8.29%) Maven
9 12 (6.22%) TeamCity
10 11 (5.70%) SonarQube
11 9 (4.66%) Selenium
12 8 (4.15%) JUnit
13 7 (3.63%) Zephyr
14 6 (3.11%) Cucumber
14 6 (3.11%) Gatling
14 6 (3.11%) WebDriver
15 5 (2.59%) Gerrit
16 4 (2.07%) NUnit
16 4 (2.07%) ReSharper
16 4 (2.07%) Subversion
General
1 17 (8.81%) Finance
1 17 (8.81%) Marketing
2 10 (5.18%) Telecoms
3 7 (3.63%) Electronics
3 7 (3.63%) Manufacturing
4 6 (3.11%) Banking
5 1 (0.52%) Back Office
5 1 (0.52%) Financial Institution
5 1 (0.52%) Publishing
Job Titles
1 130 (67.36%) DevOps Engineer
2 27 (13.99%) AWS DevOps
3 26 (13.47%) AWS DevOps Engineer
3 26 (13.47%) AWS Engineer
3 26 (13.47%) Linux Engineer
4 25 (12.95%) Lead DevOps
4 25 (12.95%) Senior DevOps
4 25 (12.95%) Senior DevOps Engineer
5 24 (12.44%) Lead DevOps Engineer
6 18 (9.33%) Linux DevOps Engineer
6 18 (9.33%) Linux/Unix DevOps
7 15 (7.77%) Big Data Engineer
8 13 (6.74%) Developer
8 13 (6.74%) Unix Engineer
9 11 (5.70%) Consultant
9 11 (5.70%) DevOps Consultant
9 11 (5.70%) Unix Linux Engineer
10 10 (5.18%) Data Engineer
10 10 (5.18%) Operations Engineer
10 10 (5.18%) Platform Engineer
Libraries, Frameworks & Software Standards
1 93 (48.19%) Elastic Stack
2 53 (27.46%) LEMP Stack
3 43 (22.28%) Kafka
3 43 (22.28%) Sensu
4 38 (19.69%) RabbitMQ
5 37 (19.17%) ActiveMQ
6 17 (8.81%) Spring Boot
7 14 (7.25%) LDAP
8 13 (6.74%) REST
9 10 (5.18%) Middleware
10 9 (4.66%) Node.js
11 8 (4.15%) XML
12 7 (3.63%) LAMP
12 7 (3.63%) Samza
12 7 (3.63%) YAML
13 6 (3.11%) Gherkin
13 6 (3.11%) JSON
13 6 (3.11%) LAPP Stack
14 5 (2.59%) HTML5
14 5 (2.59%) Spring
Miscellaneous
1 33 (17.10%) Linux Command Line
2 10 (5.18%) Public Cloud
3 4 (2.07%) Analytical Skills
4 3 (1.55%) Digital Media
4 3 (1.55%) Fixed Income
4 3 (1.55%) Self-Motivation
4 3 (1.55%) Virtual Team
5 2 (1.04%) Foreign Exchange (FX)
5 2 (1.04%) Greenfield Project
5 2 (1.04%) PKI
5 2 (1.04%) User Experience
6 1 (0.52%) Clustering
6 1 (0.52%) Computer Science
6 1 (0.52%) Data Centre
6 1 (0.52%) Derivative
6 1 (0.52%) DTCC
6 1 (0.52%) Enterprise Software
6 1 (0.52%) Equities
6 1 (0.52%) Market Risk
6 1 (0.52%) Private Cloud
Operating Systems
1 155 (80.31%) Linux
2 49 (25.39%) Unix
3 36 (18.65%) CoreOS
4 29 (15.03%) Windows
5 25 (12.95%) CentOS
6 21 (10.88%) Ubuntu
7 12 (6.22%) Red Hat Enterprise Linux
8 8 (4.15%) Windows Server
9 6 (3.11%) Windows Server 2012
10 4 (2.07%) Solaris
Processes & Methodologies
1 153 (79.27%) DevOps
2 105 (54.40%) Configuration Management
3 87 (45.08%) Agile Software Development
4 85 (44.04%) Load Balancing
5 68 (35.23%) Continuous Integration
6 52 (26.94%) Microservices
7 49 (25.39%) Open Source
8 47 (24.35%) Task Automation
9 36 (18.65%) Security Hardening
10 33 (17.10%) Protective Monitoring
11 29 (15.03%) Performance Measurement
12 23 (11.92%) Deployment Automation
13 20 (10.36%) Scrum
13 20 (10.36%) Test Automation
14 19 (9.84%) Migration
15 18 (9.33%) Continuous Delivery
16 17 (8.81%) Digital Marketing
17 16 (8.29%) E-Commerce
18 14 (7.25%) Content Management
18 14 (7.25%) ETL
Programming Languages
1 120 (62.18%) Python
2 94 (48.70%) Bash Shell
3 91 (47.15%) Ruby
4 53 (27.46%) Perl
5 52 (26.94%) Java
6 34 (17.62%) SQL
7 20 (10.36%) Go
8 9 (4.66%) Shell Script
9 8 (4.15%) C#
10 7 (3.63%) JavaScript
10 7 (3.63%) PowerShell
11 6 (3.11%) Scala
12 4 (2.07%) Java 8
13 1 (0.52%) Groovy
13 1 (0.52%) Jython
13 1 (0.52%) PHP
13 1 (0.52%) VBA
Qualifications
1 87 (45.08%) Security Cleared
2 81 (41.97%) SC Cleared
3 4 (2.07%) DV Cleared
4 2 (1.04%) Degree
5 1 (0.52%) Computer Science Degree
5 1 (0.52%) MBA
Quality Assurance & Compliance
1 2 (1.04%) GCP
1 2 (1.04%) QA
2 1 (0.52%) Dodd-Frank
2 1 (0.52%) EMIR
System Software
1 141 (73.06%) Docker
2 29 (15.03%) Apache ZooKeeper
3 16 (8.29%) etcd
3 16 (8.29%) flannel
4 10 (5.18%) Squid
5 9 (4.66%) Active Directory
6 5 (2.59%) Ceph
6 5 (2.59%) GlusterFS
6 5 (2.59%) HDFS
6 5 (2.59%) Postfix
6 5 (2.59%) SkyDNS
6 5 (2.59%) Virtual Machines
7 2 (1.04%) VMware Infrastructure
Systems Management
1 134 (69.43%) Puppet
2 124 (64.25%) Ansible
3 109 (56.48%) Kubernetes
4 70 (36.27%) Terraform
5 63 (32.64%) HAProxy
6 59 (30.57%) logstash
7 53 (27.46%) Kibana
8 36 (18.65%) Grafana
9 29 (15.03%) Nagios
9 29 (15.03%) Prometheus
10 22 (11.40%) Sysdig
10 22 (11.40%) ZABBIX
11 21 (10.88%) Host Intrusion Detection System
11 21 (10.88%) Network Intrusion Detection System
11 21 (10.88%) rkt
12 18 (9.33%) Opscode Chef
13 16 (8.29%) Uchiwa
14 14 (7.25%) Pingdom
15 12 (6.22%) Hadoop YARN
16 11 (5.70%) Consul
Vendors
1 29 (15.03%) Hortonworks
2 24 (12.44%) Red Hat
3 15 (7.77%) Microsoft
3 15 (7.77%) New Relic
4 14 (7.25%) Adobe
4 14 (7.25%) hybris
4 14 (7.25%) Oracle
4 14 (7.25%) PagerDuty
5 10 (5.18%) Centrify
6 8 (4.15%) Atlassian
6 8 (4.15%) Splunk
7 7 (3.63%) SAP
8 6 (3.11%) MapR
9 5 (2.59%) AppDynamics
9 5 (2.59%) ForgeRock
9 5 (2.59%) Google
10 3 (1.55%) Cloudera
10 3 (1.55%) CyberArk
10 3 (1.55%) DevExpress
10 3 (1.55%) VMware