Period
to 16 October 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 16 October 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
16 Oct 2018
Same period 2017 Same period 2016
Rank 368 470 513
Rank change year-on-year +102 +43 +8
Contract jobs citing Artifactory 274 148 113
As % of all contract IT jobs advertised in London 0.59% 0.33% 0.25%
As % of the Development Applications category 2.65% 1.66% 1.43%
Number of daily rates quoted 164 89 64
London median daily rate £588 £560 £475
Median daily rate % change year-on-year +4.91% +17.89% +5.56%
10th Percentile £455 £448 £400
90th Percentile £631 £693 £568
England median daily rate £550 £525 £475
% change year-on-year +4.76% +10.53% +5.56%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £35.00 £67.50 -
% change year-on-year -48.15% - -

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 10,354 8,893 7,912
As % of all contract IT jobs advertised in London 22.42% 19.79% 17.81%
Number of daily rates quoted 7,645 6,651 5,750
London median daily rate £505 £488 £450
Median daily rate % change year-on-year +3.59% +8.33% +4.05%
10th Percentile £363 £345 £313
90th Percentile £650 £625 £600
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 14 32 11
London median hourly rate £31.00 £33.75 £40.00
Median hourly rate % change year-on-year -8.15% -15.63% +43.99%
10th Percentile £16.48 £20.99 £10.00
90th Percentile £64.67 £47.80 £57.50
England median hourly rate £42.50 £42.50 £41.00
% change year-on-year - +3.66% +6.49%

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 16 October 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 16 October 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
South London -13 30 £500 -31.62% 2
Central London -16 29 £575 +4.55% 3
East London - 5 £569 -
West London -25 1 - - 4
North London - 1 - -
Artifactory
England

For the 6 months to 16 October 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.

1 192 (70.07%) DevOps
2 185 (67.52%) Jenkins
3 165 (60.22%) Linux
4 155 (56.57%) Ansible
5 142 (51.82%) Git (software)
6 136 (49.64%) Docker
7 133 (48.54%) Amazon AWS
8 132 (48.18%) Java
9 125 (45.62%) Agile Software Development
10 115 (41.97%) Puppet
11 108 (39.42%) Python
12 101 (36.86%) Bitbucket
13 94 (34.31%) Terraform
14 93 (33.94%) Kubernetes
15 74 (27.01%) Maven
16 72 (26.28%) Unix
17 71 (25.91%) MongoDB
18 68 (24.82%) Microservices
19 66 (24.09%) Finance
20 65 (23.72%) Configuration Management
21 62 (22.63%) GitHub
22 57 (20.80%) Ruby
22 57 (20.80%) Continuous Integration
23 56 (20.44%) Banking
24 55 (20.07%) Security Cleared
24 55 (20.07%) Perl
25 54 (19.71%) Load Balancing
26 53 (19.34%) Asset Management
26 53 (19.34%) SC Cleared
27 52 (18.98%) SQL

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 49 (17.88%) Elasticsearch
2 37 (13.50%) nginx
3 28 (10.22%) Apache
4 26 (9.49%) Confluence
5 20 (7.30%) Adobe Experience Manager
6 11 (4.01%) Tomcat
7 10 (3.65%) Apache Spark
7 10 (3.65%) NServiceBus
7 10 (3.65%) WebSphere
8 9 (3.28%) IIS
9 7 (2.55%) Cloud Foundry
10 3 (1.09%) WebLogic
11 2 (0.73%) WordPress
12 1 (0.36%) Apache Pig
12 1 (0.36%) GlassFish
12 1 (0.36%) Oracle Application Server
Applications
1 9 (3.28%) Spreadsheet
2 3 (1.09%) HipChat
3 1 (0.36%) Microsoft Excel
Business Applications
1 6 (2.19%) Markit EDM
2 3 (1.09%) Sentinel
3 2 (0.73%) Oracle Cash Management
4 1 (0.36%) Oracle Applications
Cloud Services
1 133 (48.54%) Amazon AWS
2 62 (22.63%) GitHub
3 33 (12.04%) Microsoft Azure
4 32 (11.68%) Amazon EC2
4 32 (11.68%) AWS CloudFormation
5 28 (10.22%) Amazon ELB
6 23 (8.39%) Amazon S3
7 21 (7.66%) PaaS
8 13 (4.74%) Cloud Computing
9 10 (3.65%) OpenShift
10 9 (3.28%) Datadog
10 9 (3.28%) IaaS
11 8 (2.92%) Quay.io
11 8 (2.92%) SaaS
12 7 (2.55%) Google Cloud Platform
13 5 (1.82%) Virtual Private Cloud
14 4 (1.46%) Amazon CloudWatch
15 3 (1.09%) IBM Cloud
16 2 (0.73%) Azure Functions
16 2 (0.73%) Serverless
Communications & Networking
1 37 (13.50%) Firewall
2 28 (10.22%) Kerberos
3 27 (9.85%) SSL
4 17 (6.20%) DNS
5 16 (5.84%) TCP/IP
6 15 (5.47%) Intrusion Detection
7 12 (4.38%) HTTP
8 9 (3.28%) Internet
9 6 (2.19%) Reverse Proxy
10 5 (1.82%) HTTPS
11 3 (1.09%) VPN
12 2 (0.73%) Network Security
12 2 (0.73%) OpenVPN
13 1 (0.36%) DSL
13 1 (0.36%) ICMP
13 1 (0.36%) OpenLDAP
13 1 (0.36%) SMS
Database & Business Intelligence
1 71 (25.91%) MongoDB
2 49 (17.88%) MySQL
3 48 (17.52%) SQL Server
4 46 (16.79%) Hadoop
5 39 (14.23%) PostgreSQL
6 31 (11.31%) Big Data
6 31 (11.31%) NoSQL
7 19 (6.93%) InfluxDB
8 10 (3.65%) Apache Cassandra
9 9 (3.28%) RDBMS
9 9 (3.28%) Relational Database
9 9 (3.28%) SQL Server 2008
10 7 (2.55%) Amazon RDS
11 6 (2.19%) SQL Server Integration Services
12 5 (1.82%) Redis
13 4 (1.46%) Amazon DynamoDB
13 4 (1.46%) Couchbase
13 4 (1.46%) DB2
14 3 (1.09%) Hazelcast
14 3 (1.09%) Oracle Database
Development Applications
1 185 (67.52%) Jenkins
2 142 (51.82%) Git (software)
3 101 (36.86%) Bitbucket
4 74 (27.01%) Maven
5 50 (18.25%) GitLab
5 50 (18.25%) Sonatype Nexus
6 38 (13.87%) Atlassian Bamboo
7 34 (12.41%) TeamCity
8 32 (11.68%) Hudson
9 26 (9.49%) JIRA
10 22 (8.03%) Selenium
11 16 (5.84%) Gradle
12 15 (5.47%) Ant
12 15 (5.47%) Zephyr
13 13 (4.74%) Cucumber
13 13 (4.74%) SonarQube
14 12 (4.38%) IBM UrbanCode
15 11 (4.01%) Octopus Deploy
15 11 (4.01%) Vagrant
16 10 (3.65%) ReSharper
General
1 66 (24.09%) Finance
2 56 (20.44%) Banking
3 41 (14.96%) Front Office
4 17 (6.20%) Marketing
5 5 (1.82%) Financial Institution
5 5 (1.82%) Telecoms
6 4 (1.46%) Advertising
7 3 (1.09%) Games
7 3 (1.09%) Retail
8 2 (0.73%) Manufacturing
9 1 (0.36%) Electronics
Job Titles
1 117 (42.70%) DevOps Engineer
2 68 (24.82%) AWS Engineer
3 48 (17.52%) Developer
4 36 (13.14%) Architect
5 32 (11.68%) AWS DevOps
5 32 (11.68%) AWS DevOps Engineer
5 32 (11.68%) AWS Software Engineer
5 32 (11.68%) Lead Software Engineer
5 32 (11.68%) Software Engineer
6 31 (11.31%) Linux Engineer
6 31 (11.31%) Unix Engineer
7 26 (9.49%) AWS Architect
7 26 (9.49%) Lead Architect
8 24 (8.76%) Java Developer
9 23 (8.39%) Lead Software Architect
10 22 (8.03%) Python Engineer
11 21 (7.66%) Java Engineer
11 21 (7.66%) Senior DevOps
11 21 (7.66%) Senior DevOps Engineer
12 20 (7.30%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 50 (18.25%) Elastic Stack
2 49 (17.88%) Web Services
3 43 (15.69%) React
4 37 (13.50%) AngularJS
5 35 (12.77%) NumPy
5 35 (12.77%) SciPy
6 32 (11.68%) LDAP
7 31 (11.31%) REST
8 29 (10.58%) .NET
8 29 (10.58%) Kafka
9 28 (10.22%) Sensu
10 25 (9.12%) Spring Boot
11 19 (6.93%) J2EE
12 18 (6.57%) J2SE
13 17 (6.20%) ASP.NET Web API
14 15 (5.47%) HTML
14 15 (5.47%) RabbitMQ
15 13 (4.74%) HTML5
15 13 (4.74%) LEMP Stack
16 12 (4.38%) Node.js
Miscellaneous
1 41 (14.96%) Greenfield Project
2 14 (5.11%) Public Cloud
3 12 (4.38%) Linux Command Line
3 12 (4.38%) PKI
4 10 (3.65%) Analytical Skills
5 5 (1.82%) Fixed Income
6 3 (1.09%) Digital Media
6 3 (1.09%) Hedge funds
6 3 (1.09%) Self-Motivation
6 3 (1.09%) User Experience
7 2 (0.73%) Cloud Native
7 2 (0.73%) Foreign Exchange (FX)
7 2 (0.73%) NHS
8 1 (0.36%) Clustering
8 1 (0.36%) Computer Science
8 1 (0.36%) Data Centre
8 1 (0.36%) Derivative
8 1 (0.36%) Management Information System
8 1 (0.36%) Market Risk
8 1 (0.36%) Mashup
Operating Systems
1 165 (60.22%) Linux
2 72 (26.28%) Unix
3 40 (14.60%) Windows
4 38 (13.87%) Ubuntu
5 31 (11.31%) CoreOS
6 30 (10.95%) Red Hat Enterprise Linux
7 18 (6.57%) CentOS
8 13 (4.74%) Windows Server
9 7 (2.55%) Android
9 7 (2.55%) Apple iOS
10 3 (1.09%) Solaris
11 1 (0.36%) Mac OS
11 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 192 (70.07%) DevOps
2 125 (45.62%) Agile Software Development
3 68 (24.82%) Microservices
4 65 (23.72%) Configuration Management
5 57 (20.80%) Continuous Integration
6 54 (19.71%) Load Balancing
7 53 (19.34%) Asset Management
8 42 (15.33%) Capacity Management
9 36 (13.14%) Software Engineering
10 30 (10.95%) Scrum
11 27 (9.85%) Continuous Delivery
12 25 (9.12%) Security Hardening
13 24 (8.76%) Open Source
13 24 (8.76%) Release Management
13 24 (8.76%) Test Automation
14 23 (8.39%) Deployment Automation
14 23 (8.39%) E-Commerce
15 21 (7.66%) Task Automation
16 20 (7.30%) Content Management
17 19 (6.93%) Analytics
Programming Languages
1 132 (48.18%) Java
2 108 (39.42%) Python
3 57 (20.80%) Ruby
4 55 (20.07%) Perl
5 52 (18.98%) SQL
6 47 (17.15%) C++
7 46 (16.79%) Bash Shell
8 22 (8.03%) C#
8 22 (8.03%) Go
9 12 (4.38%) JavaScript
10 10 (3.65%) Shell Script
11 4 (1.46%) MATLAB
11 4 (1.46%) R
12 3 (1.09%) Java 8
12 3 (1.09%) PHP
12 3 (1.09%) Scala
13 2 (0.73%) Groovy
13 2 (0.73%) Haskell
13 2 (0.73%) PL/SQL
13 2 (0.73%) PowerShell
Qualifications
1 55 (20.07%) Security Cleared
2 53 (19.34%) SC Cleared
3 36 (13.14%) AWS Certification
4 8 (2.92%) Degree
5 1 (0.36%) Computer Science Degree
5 1 (0.36%) DV Cleared
Quality Assurance & Compliance
1 7 (2.55%) QA
2 1 (0.36%) Data Quality
System Software
1 136 (49.64%) Docker
2 19 (6.93%) Active Directory
2 19 (6.93%) etcd
2 19 (6.93%) flannel
3 15 (5.47%) Apache ZooKeeper
4 11 (4.01%) Ceph
4 11 (4.01%) GlusterFS
4 11 (4.01%) SkyDNS
5 5 (1.82%) Squid
6 2 (0.73%) Postfix
6 2 (0.73%) Virtual Machines
Systems Management
1 155 (56.57%) Ansible
2 115 (41.97%) Puppet
3 94 (34.31%) Terraform
4 93 (33.94%) Kubernetes
5 32 (11.68%) Nagios
6 28 (10.22%) logstash
6 28 (10.22%) ZABBIX
7 27 (9.85%) HAProxy
7 27 (9.85%) Kibana
8 24 (8.76%) Sysdig
9 23 (8.39%) rkt
10 22 (8.03%) ITRS Geneos
10 22 (8.03%) Uchiwa
11 21 (7.66%) Pingdom
12 19 (6.93%) Opscode Chef
13 17 (6.20%) Prometheus
14 15 (5.47%) Grafana
14 15 (5.47%) Graphite
15 14 (5.11%) Rancher
16 11 (4.01%) BladeLogic
Vendors
1 40 (14.60%) Oracle
2 33 (12.04%) Microsoft
2 33 (12.04%) Red Hat
3 31 (11.31%) Hortonworks
4 30 (10.95%) Splunk
5 27 (9.85%) New Relic
6 21 (7.66%) PagerDuty
7 20 (7.30%) Adobe
7 20 (7.30%) hybris
8 17 (6.20%) CyberArk
9 16 (5.84%) Cloudera
10 13 (4.74%) Atlassian
10 13 (4.74%) Google
11 12 (4.38%) AppDynamics
11 12 (4.38%) Centrify
11 12 (4.38%) Micro Focus
12 9 (3.28%) DevExpress
13 7 (2.55%) Axway
14 5 (1.82%) IBM
15 4 (1.46%) Dynatrace