Period
to 9 December 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 9 December 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
9 Dec 2018
Same period 2017 Same period 2016
Rank 386 478 560
Rank change year-on-year +92 +82 -7
Contract jobs citing Artifactory 256 166 76
As % of all contract IT jobs advertised in London 0.55% 0.35% 0.17%
As % of the Development Applications category 2.39% 1.76% 0.95%
Number of daily rates quoted 156 106 45
London median daily rate £575 £575 £500
Median daily rate % change year-on-year - +15.00% +11.11%
10th Percentile £406 £463 £403
90th Percentile £638 £688 £637
England median daily rate £543 £544 £475
% change year-on-year -0.23% +14.47% +5.56%
Number of hourly rates quoted 0 1 0
London median hourly rate - £35.00 -
England median hourly rate £35.00 £60.00 -
% change year-on-year -41.67% - -

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 10,700 9,455 7,998
As % of all contract IT jobs advertised in London 22.95% 20.06% 17.89%
Number of daily rates quoted 7,983 7,195 5,760
London median daily rate £525 £500 £470
Median daily rate % change year-on-year +5.00% +6.38% +4.44%
10th Percentile £369 £350 £323
90th Percentile £652 £638 £613
England median daily rate £475 £460 £425
% change year-on-year +3.26% +8.24% +3.03%
Number of hourly rates quoted 19 21 14
London median hourly rate £36.00 £37.50 £36.25
Median hourly rate % change year-on-year -4.00% +3.45% +20.83%
10th Percentile £27.40 £20.75 £10.00
90th Percentile £53.75 £47.83 £57.05
England median hourly rate £42.50 £42.50 £41.00
% change year-on-year - +3.66% +2.50%

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 9 December 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 9 December 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 +12 41 £513 -33.87% 3
Central London -17 20 £575 +8.24% 4
East London - 4 £569 - 3
West London -3 1 - - 5
North London - 1 - -
Artifactory
England

For the 6 months to 9 December 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.

1 166 (64.84%) DevOps
2 162 (63.28%) Jenkins
3 155 (60.55%) Ansible
4 144 (56.25%) Linux
5 134 (52.34%) Docker
6 129 (50.39%) Java
7 120 (46.88%) Amazon AWS
8 118 (46.09%) Git (software)
9 113 (44.14%) Agile Software Development
10 95 (37.11%) Bitbucket
11 93 (36.33%) Python
12 87 (33.98%) Puppet
13 84 (32.81%) Kubernetes
14 81 (31.64%) Terraform
15 75 (29.30%) Maven
16 63 (24.61%) Finance
17 62 (24.22%) Unix
18 60 (23.44%) SQL
19 58 (22.66%) GitHub
20 55 (21.48%) Security Cleared
21 54 (21.09%) Banking
22 53 (20.70%) Continuous Integration
23 51 (19.92%) Asset Management
23 51 (19.92%) C++
23 51 (19.92%) GitLab
23 51 (19.92%) MongoDB
24 50 (19.53%) Microservices
24 50 (19.53%) Hadoop
25 49 (19.14%) Web Services
25 49 (19.14%) Configuration Management

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 (19.14%) Elasticsearch
2 32 (12.50%) nginx
3 28 (10.94%) Apache
4 19 (7.42%) Confluence
5 13 (5.08%) Apache Spark
5 13 (5.08%) Tomcat
6 12 (4.69%) Adobe Experience Manager
6 12 (4.69%) IIS
7 9 (3.52%) NServiceBus
7 9 (3.52%) WebSphere
8 5 (1.95%) Cloud Foundry
9 3 (1.17%) Apache Pig
9 3 (1.17%) WebLogic
10 1 (0.39%) GlassFish
10 1 (0.39%) Oracle Application Server
10 1 (0.39%) WildFly
10 1 (0.39%) WordPress
Applications
1 9 (3.52%) Spreadsheet
2 1 (0.39%) HipChat
2 1 (0.39%) Microsoft Excel
2 1 (0.39%) Microsoft PowerPoint
2 1 (0.39%) Microsoft Project
Business Applications
1 7 (2.73%) Sentinel
2 6 (2.34%) Markit EDM
3 2 (0.78%) Oracle Cash Management
4 1 (0.39%) Oracle Applications
Cloud Services
1 120 (46.88%) Amazon AWS
2 58 (22.66%) GitHub
3 37 (14.45%) Microsoft Azure
4 30 (11.72%) AWS CloudFormation
5 18 (7.03%) PaaS
6 17 (6.64%) Amazon EC2
7 16 (6.25%) Amazon ELB
8 15 (5.86%) Quay.io
9 14 (5.47%) Datadog
9 14 (5.47%) OpenShift
10 13 (5.08%) SaaS
11 12 (4.69%) Amazon S3
12 7 (2.73%) IaaS
13 5 (1.95%) Cloud Computing
13 5 (1.95%) Google Cloud Platform
14 4 (1.56%) Amazon CloudWatch
14 4 (1.56%) Virtual Private Cloud
15 3 (1.17%) AWS Lambda
15 3 (1.17%) Azure Functions
15 3 (1.17%) IBM Cloud
Communications & Networking
1 25 (9.77%) Kerberos
2 20 (7.81%) Firewall
3 15 (5.86%) SSL
4 13 (5.08%) HTTP
5 7 (2.73%) DNS
6 6 (2.34%) Intrusion Detection
6 6 (2.34%) Reverse Proxy
7 5 (1.95%) HTTPS
7 5 (1.95%) VPN
8 4 (1.56%) ICMP
8 4 (1.56%) TCP/IP
9 1 (0.39%) DSL
9 1 (0.39%) IPsec
9 1 (0.39%) IPv4
9 1 (0.39%) OpenLDAP
9 1 (0.39%) OpenVPN
Database & Business Intelligence
1 51 (19.92%) MongoDB
2 50 (19.53%) Hadoop
3 43 (16.80%) SQL Server
4 39 (15.23%) NoSQL
5 36 (14.06%) PostgreSQL
6 33 (12.89%) Big Data
7 26 (10.16%) MySQL
8 12 (4.69%) Apache Cassandra
9 11 (4.30%) InfluxDB
10 9 (3.52%) SQL Server 2008
11 7 (2.73%) RDBMS
11 7 (2.73%) Redis
11 7 (2.73%) Relational Database
12 6 (2.34%) SQL Server Integration Services
13 4 (1.56%) Amazon DynamoDB
13 4 (1.56%) Amazon RDS
13 4 (1.56%) Couchbase
14 3 (1.17%) Aerospike
14 3 (1.17%) Hazelcast
14 3 (1.17%) Neo4j
Development Applications
1 162 (63.28%) Jenkins
2 118 (46.09%) Git (software)
3 95 (37.11%) Bitbucket
4 75 (29.30%) Maven
5 51 (19.92%) GitLab
6 40 (15.63%) Sonatype Nexus
7 38 (14.84%) Atlassian Bamboo
8 34 (13.28%) TeamCity
9 32 (12.50%) Hudson
10 26 (10.16%) Selenium
11 20 (7.81%) JIRA
11 20 (7.81%) SonarQube
12 17 (6.64%) Zephyr
13 16 (6.25%) Ant
13 16 (6.25%) Gradle
14 15 (5.86%) Cucumber
14 15 (5.86%) Octopus Deploy
15 14 (5.47%) IBM UrbanCode
16 9 (3.52%) Gatling
16 9 (3.52%) NCrunch
General
1 63 (24.61%) Finance
2 54 (21.09%) Banking
3 41 (16.02%) Front Office
4 13 (5.08%) Marketing
5 6 (2.34%) Retail
6 5 (1.95%) Financial Institution
7 4 (1.56%) Advertising
7 4 (1.56%) Games
7 4 (1.56%) Law
7 4 (1.56%) Manufacturing
7 4 (1.56%) Telecoms
8 3 (1.17%) Electronics
9 2 (0.78%) Investment Banking
10 1 (0.39%) Back Office
Job Titles
1 92 (35.94%) DevOps Engineer
2 55 (21.48%) AWS Engineer
3 46 (17.97%) Developer
4 38 (14.84%) Architect
5 32 (12.50%) AWS Software Engineer
5 32 (12.50%) Lead Software Engineer
5 32 (12.50%) Software Engineer
6 29 (11.33%) Unix Engineer
7 28 (10.94%) AWS Architect
8 26 (10.16%) Lead Architect
9 24 (9.38%) Java Developer
10 23 (8.98%) Lead Software Architect
10 23 (8.98%) Linux Engineer
11 21 (8.20%) Java Engineer
11 21 (8.20%) Senior Unix Engineer
12 20 (7.81%) Python Engineer
13 18 (7.03%) Java Software Engineer
14 17 (6.64%) AWS DevOps
14 17 (6.64%) AWS DevOps Engineer
14 17 (6.64%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 49 (19.14%) Web Services
2 41 (16.02%) React
3 38 (14.84%) Elastic Stack
4 36 (14.06%) AngularJS
5 35 (13.67%) NumPy
5 35 (13.67%) SciPy
6 30 (11.72%) .NET
7 29 (11.33%) LDAP
8 27 (10.55%) REST
9 22 (8.59%) Kafka
10 19 (7.42%) J2EE
11 18 (7.03%) J2SE
12 16 (6.25%) ASP.NET Web API
13 15 (5.86%) HTML
14 14 (5.47%) Spring Boot
15 12 (4.69%) HTML5
15 12 (4.69%) Node.js
15 12 (4.69%) Sensu
16 10 (3.91%) Middleware
16 10 (3.91%) Spring
Miscellaneous
1 42 (16.41%) Greenfield Project
2 19 (7.42%) Public Cloud
3 15 (5.86%) PKI
4 8 (3.13%) Analytical Skills
5 7 (2.73%) Data Centre
6 3 (1.17%) Fixed Income
6 3 (1.17%) Hedge funds
6 3 (1.17%) NHS
7 2 (0.78%) Cloud Native
7 2 (0.78%) Foreign Exchange (FX)
7 2 (0.78%) Self-Motivation
7 2 (0.78%) User Experience
8 1 (0.39%) Mashup
8 1 (0.39%) Virtual Team
Operating Systems
1 144 (56.25%) Linux
2 62 (24.22%) Unix
3 35 (13.67%) Windows
4 34 (13.28%) Red Hat Enterprise Linux
5 33 (12.89%) Ubuntu
6 31 (12.11%) CoreOS
7 14 (5.47%) Windows Server
8 9 (3.52%) Android
8 9 (3.52%) Apple iOS
8 9 (3.52%) CentOS
9 1 (0.39%) Mac OS
9 1 (0.39%) Solaris
Processes & Methodologies
1 166 (64.84%) DevOps
2 113 (44.14%) Agile Software Development
3 53 (20.70%) Continuous Integration
4 51 (19.92%) Asset Management
5 50 (19.53%) Microservices
6 49 (19.14%) Configuration Management
7 42 (16.41%) Capacity Management
8 35 (13.67%) Software Engineering
9 31 (12.11%) Continuous Delivery
10 29 (11.33%) Load Balancing
11 27 (10.55%) Security Hardening
12 25 (9.77%) Test Automation
13 24 (9.38%) Release Management
14 23 (8.98%) Scrum
15 22 (8.59%) Analytics
16 21 (8.20%) Data Management
16 21 (8.20%) Open Source
17 20 (7.81%) Infrastructure Engineering
18 18 (7.03%) ETL
19 17 (6.64%) API Development
Programming Languages
1 129 (50.39%) Java
2 93 (36.33%) Python
3 60 (23.44%) SQL
4 51 (19.92%) C++
5 47 (18.36%) Ruby
6 33 (12.89%) Perl
7 32 (12.50%) Go
8 31 (12.11%) Bash Shell
9 21 (8.20%) C#
10 9 (3.52%) JavaScript
11 8 (3.13%) Scala
12 6 (2.34%) Shell Script
13 4 (1.56%) MATLAB
13 4 (1.56%) R
14 2 (0.78%) C
14 2 (0.78%) Haskell
14 2 (0.78%) PHP
14 2 (0.78%) PL/SQL
15 1 (0.39%) Groovy
15 1 (0.39%) PowerShell
Qualifications
1 55 (21.48%) Security Cleared
2 45 (17.58%) SC Cleared
3 36 (14.06%) AWS Certification
4 9 (3.52%) Degree
5 7 (2.73%) DV Cleared
6 2 (0.78%) Computer Science Degree
Quality Assurance & Compliance
1 8 (3.13%) QA
2 1 (0.39%) Data Quality
System Software
1 134 (52.34%) Docker
2 18 (7.03%) Active Directory
2 18 (7.03%) Ceph
2 18 (7.03%) etcd
2 18 (7.03%) flannel
2 18 (7.03%) GlusterFS
2 18 (7.03%) SkyDNS
3 6 (2.34%) Apache ZooKeeper
4 3 (1.17%) Squid
5 1 (0.39%) iptables
Systems Management
1 155 (60.55%) Ansible
2 87 (33.98%) Puppet
3 84 (32.81%) Kubernetes
4 81 (31.64%) Terraform
5 37 (14.45%) Sysdig
6 29 (11.33%) Prometheus
7 28 (10.94%) Nagios
8 26 (10.16%) HAProxy
9 22 (8.59%) Graphite
9 22 (8.59%) ITRS Geneos
9 22 (8.59%) rkt
10 21 (8.20%) Host Intrusion Detection System
10 21 (8.20%) Network Intrusion Detection System
11 17 (6.64%) ZABBIX
12 15 (5.86%) Kibana
12 15 (5.86%) Opscode Chef
13 13 (5.08%) logstash
14 11 (4.30%) Pingdom
14 11 (4.30%) Rancher
14 11 (4.30%) Uchiwa
Vendors
1 40 (15.63%) Oracle
1 40 (15.63%) Splunk
2 36 (14.06%) Microsoft
3 28 (10.94%) Hortonworks
4 25 (9.77%) Red Hat
5 23 (8.98%) New Relic
6 22 (8.59%) Cloudera
7 16 (6.25%) CyberArk
8 14 (5.47%) AppDynamics
8 14 (5.47%) Micro Focus
9 12 (4.69%) Adobe
9 12 (4.69%) Google
10 11 (4.30%) hybris
10 11 (4.30%) PagerDuty
11 9 (3.52%) Atlassian
11 9 (3.52%) DevExpress
12 8 (3.13%) Axway
13 7 (2.73%) Centrify
14 5 (1.95%) IBM
15 4 (1.56%) Dynatrace