Period
to 15 August 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 15 August 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
15 Aug 2018
Same period 2017 Same period 2016
Rank 419 489 459
Rank change year-on-year +70 -30 +74
Contract jobs citing Artifactory 226 128 166
As % of all contract IT jobs advertised in London 0.50% 0.30% 0.37%
As % of the Development Applications category 2.26% 1.57% 2.10%
Number of daily rates quoted 143 76 98
London median daily rate £600 £550 £475
Median daily rate % change year-on-year +9.09% +15.79% +5.56%
10th Percentile £460 £431 £398
90th Percentile £675 £631 £565
England median daily rate £550 £500 £475
% change year-on-year +10.00% +5.26% +5.56%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £35.00 - -

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 10,005 8,151 7,906
As % of all contract IT jobs advertised in London 21.98% 19.13% 17.42%
Number of daily rates quoted 7,449 6,049 5,808
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £363 £338 £313
90th Percentile £644 £625 £600
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 25 32 20
London median hourly rate £45.00 £32.50 £43.50
Median hourly rate % change year-on-year +38.46% -25.29% +56.59%
10th Percentile £17.00 £20.99 £10.00
90th Percentile £165.00 £54.14 £56.15
England median hourly rate £42.50 £41.00 £42.45
% change year-on-year +3.66% -3.42% +13.20%

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 15 August 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 15 August 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 -14 29 £515 -1.90% 3
Central London -3 24 £613 +11.36% 3
East London - 5 £569 - 3
West London -24 1 - - 3
North London - 1 - -
Artifactory
England

For the 6 months to 15 August 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 (68.58%) DevOps
2 153 (67.70%) Jenkins
3 152 (67.26%) Git (software)
4 148 (65.49%) Linux
5 141 (62.39%) Docker
6 135 (59.73%) Ansible
7 132 (58.41%) Puppet
8 98 (43.36%) Kubernetes
9 97 (42.92%) Configuration Management
10 96 (42.48%) Amazon AWS
11 91 (40.27%) Agile Software Development
11 91 (40.27%) Python
12 89 (39.38%) Security Cleared
13 82 (36.28%) SC Cleared
13 82 (36.28%) Elastic Stack
14 78 (34.51%) Ruby
15 77 (34.07%) Bash Shell
16 76 (33.63%) Bitbucket
16 76 (33.63%) Load Balancing
17 73 (32.30%) Java
17 73 (32.30%) MySQL
18 71 (31.42%) nginx
19 70 (30.97%) PostgreSQL
20 65 (28.76%) Terraform
21 64 (28.32%) MongoDB
21 64 (28.32%) Unix
22 62 (27.43%) GitHub
23 58 (25.66%) HAProxy
24 57 (25.22%) Perl
24 57 (25.22%) Firewall

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 71 (31.42%) nginx
2 45 (19.91%) Elasticsearch
3 25 (11.06%) Confluence
4 18 (7.96%) Adobe Experience Manager
5 17 (7.52%) Apache
6 8 (3.54%) NServiceBus
6 8 (3.54%) Tomcat
6 8 (3.54%) WebSphere
7 7 (3.10%) IIS
8 6 (2.65%) Apache Spark
9 5 (2.21%) Apache Pig
10 4 (1.77%) Cloud Foundry
11 1 (0.44%) GlassFish
11 1 (0.44%) Oracle Application Server
11 1 (0.44%) WebLogic
11 1 (0.44%) WordPress
Applications
1 7 (3.10%) Spreadsheet
2 2 (0.88%) HipChat
3 1 (0.44%) Microsoft Excel
3 1 (0.44%) Microsoft PowerPoint
3 1 (0.44%) MS Visio
Business Applications
1 4 (1.77%) Markit EDM
2 1 (0.44%) Oracle Applications
2 1 (0.44%) Oracle Cash Management
Cloud Services
1 96 (42.48%) Amazon AWS
2 62 (27.43%) GitHub
3 34 (15.04%) Amazon EC2
4 32 (14.16%) Microsoft Azure
5 31 (13.72%) Amazon ELB
6 23 (10.18%) Cloud Computing
7 21 (9.29%) Amazon S3
8 10 (4.42%) Virtual Private Cloud
9 9 (3.98%) PaaS
10 7 (3.10%) Quay.io
10 7 (3.10%) Route 53
11 5 (2.21%) IaaS
11 5 (2.21%) OpenShift
11 5 (2.21%) SaaS
12 4 (1.77%) Amazon CloudWatch
12 4 (1.77%) Datadog
12 4 (1.77%) Google Cloud Platform
13 2 (0.88%) AWS CloudFormation
14 1 (0.44%) AWS Lambda
14 1 (0.44%) npm
Communications & Networking
1 57 (25.22%) Firewall
2 53 (23.45%) DNS
3 52 (23.01%) TCP/IP
4 48 (21.24%) SSL
5 24 (10.62%) Kerberos
6 22 (9.73%) Internet
7 18 (7.96%) Intrusion Detection
8 10 (4.42%) VPN
9 5 (2.21%) ICMP
9 5 (2.21%) Network Security
9 5 (2.21%) OpenVPN
9 5 (2.21%) Reverse Proxy
10 2 (0.88%) HTTPS
11 1 (0.44%) HTTP
11 1 (0.44%) OpenLDAP
11 1 (0.44%) SMS
Database & Business Intelligence
1 73 (32.30%) MySQL
2 70 (30.97%) PostgreSQL
3 64 (28.32%) MongoDB
4 35 (15.49%) SQL Server
5 34 (15.04%) Big Data
6 18 (7.96%) InfluxDB
7 17 (7.52%) NoSQL
8 14 (6.19%) Hadoop
9 11 (4.87%) Amazon RDS
10 7 (3.10%) RDBMS
10 7 (3.10%) Relational Database
10 7 (3.10%) SQL Server 2008
11 6 (2.65%) Redis
12 5 (2.21%) Apache Hive
12 5 (2.21%) Flink
12 5 (2.21%) Neo4j
13 4 (1.77%) Power BI
13 4 (1.77%) SQL Server Integration Services
14 3 (1.33%) DB2
14 3 (1.33%) Oracle Database
Development Applications
1 153 (67.70%) Jenkins
2 152 (67.26%) Git (software)
3 76 (33.63%) Bitbucket
4 55 (24.34%) GitLab
5 50 (22.12%) Sonatype Nexus
6 32 (14.16%) Maven
7 28 (12.39%) JIRA
8 25 (11.06%) TeamCity
9 19 (8.41%) Selenium
10 18 (7.96%) Vagrant
11 14 (6.19%) Zephyr
12 12 (5.31%) SonarQube
13 11 (4.87%) Gatling
13 11 (4.87%) WebDriver
14 10 (4.42%) JUnit
15 9 (3.98%) Ant
15 9 (3.98%) Cucumber
16 8 (3.54%) NUnit
16 8 (3.54%) ReSharper
17 7 (3.10%) Moq
General
1 21 (9.29%) Finance
2 17 (7.52%) Marketing
3 11 (4.87%) Banking
4 9 (3.98%) Telecoms
5 6 (2.65%) Electronics
5 6 (2.65%) Manufacturing
6 1 (0.44%) Back Office
6 1 (0.44%) Retail
Job Titles
1 124 (54.87%) DevOps Engineer
2 30 (13.27%) AWS DevOps
2 30 (13.27%) AWS DevOps Engineer
2 30 (13.27%) AWS Engineer
3 29 (12.83%) Developer
4 28 (12.39%) Linux Engineer
5 24 (10.62%) Unix Engineer
6 23 (10.18%) Senior DevOps
6 23 (10.18%) Senior DevOps Engineer
7 20 (8.85%) Big Data Engineer
8 16 (7.08%) Unix Linux Engineer
9 15 (6.64%) Data Engineer
9 15 (6.64%) Linux/Unix DevOps
10 14 (6.19%) Java Developer
10 14 (6.19%) Linux DevOps Engineer
11 13 (5.75%) Lead DevOps
11 13 (5.75%) Lead DevOps Engineer
12 10 (4.42%) Automation Tester
12 10 (4.42%) Operations Engineer
12 10 (4.42%) Tester
Libraries, Frameworks & Software Standards
1 82 (36.28%) Elastic Stack
2 39 (17.26%) Sensu
3 38 (16.81%) LEMP Stack
4 37 (16.37%) Kafka
4 37 (16.37%) RabbitMQ
5 34 (15.04%) ActiveMQ
6 26 (11.50%) LDAP
6 26 (11.50%) REST
7 21 (9.29%) Spring Boot
8 14 (6.19%) XML
9 12 (5.31%) .NET
9 12 (5.31%) Spring
10 11 (4.87%) Gherkin
11 10 (4.42%) HTML
11 10 (4.42%) Middleware
12 9 (3.98%) HTML5
12 9 (3.98%) JSON
13 8 (3.54%) ASP.NET Web API
13 8 (3.54%) WCF
13 8 (3.54%) WPF
Miscellaneous
1 33 (14.60%) Linux Command Line
2 10 (4.42%) Public Cloud
3 8 (3.54%) Analytical Skills
3 8 (3.54%) PKI
4 5 (2.21%) Fixed Income
5 4 (1.77%) Self-Motivation
6 3 (1.33%) Digital Media
6 3 (1.33%) User Experience
7 2 (0.88%) Foreign Exchange (FX)
7 2 (0.88%) Greenfield Project
8 1 (0.44%) ASIC
8 1 (0.44%) Clustering
8 1 (0.44%) Computer Science
8 1 (0.44%) Derivative
8 1 (0.44%) DTCC
8 1 (0.44%) Equities
8 1 (0.44%) Mainframe
8 1 (0.44%) Management Information System
8 1 (0.44%) Mashup
8 1 (0.44%) NHS
Operating Systems
1 148 (65.49%) Linux
2 64 (28.32%) Unix
3 39 (17.26%) CoreOS
3 39 (17.26%) Ubuntu
4 31 (13.72%) Windows
5 21 (9.29%) CentOS
6 14 (6.19%) Red Hat Enterprise Linux
7 13 (5.75%) Windows Server
8 6 (2.65%) Windows Server 2012
9 3 (1.33%) Android
9 3 (1.33%) Apple iOS
10 2 (0.88%) Solaris
Processes & Methodologies
1 155 (68.58%) DevOps
2 97 (42.92%) Configuration Management
3 91 (40.27%) Agile Software Development
4 76 (33.63%) Load Balancing
5 56 (24.78%) Continuous Integration
6 48 (21.24%) Microservices
6 48 (21.24%) Open Source
7 43 (19.03%) Task Automation
8 37 (16.37%) Security Hardening
9 29 (12.83%) Scrum
10 25 (11.06%) Capacity Management
11 21 (9.29%) Deployment Automation
11 21 (9.29%) ETL
11 21 (9.29%) Performance Measurement
11 21 (9.29%) Protective Monitoring
12 20 (8.85%) E-Commerce
12 20 (8.85%) Migration
13 19 (8.41%) Test Automation
14 18 (7.96%) API Development
14 18 (7.96%) Content Management
Programming Languages
1 91 (40.27%) Python
2 78 (34.51%) Ruby
3 77 (34.07%) Bash Shell
4 73 (32.30%) Java
5 57 (25.22%) Perl
6 52 (23.01%) SQL
7 20 (8.85%) Go
8 10 (4.42%) C#
8 10 (4.42%) JavaScript
9 9 (3.98%) Shell Script
10 7 (3.10%) PowerShell
11 5 (2.21%) C++
11 5 (2.21%) Scala
12 3 (1.33%) Java 8
13 2 (0.88%) Groovy
13 2 (0.88%) PL/SQL
14 1 (0.44%) PHP
14 1 (0.44%) Rust
14 1 (0.44%) VBA
Qualifications
1 89 (39.38%) Security Cleared
2 82 (36.28%) SC Cleared
3 4 (1.77%) DV Cleared
4 2 (0.88%) Degree
5 1 (0.44%) Computer Science Degree
5 1 (0.44%) MBA
Quality Assurance & Compliance
1 2 (0.88%) GCP
1 2 (0.88%) QA
2 1 (0.44%) Dodd-Frank
2 1 (0.44%) EMIR
System Software
1 141 (62.39%) Docker
2 25 (11.06%) Apache ZooKeeper
3 20 (8.85%) etcd
3 20 (8.85%) flannel
4 10 (4.42%) Active Directory
5 9 (3.98%) Ceph
5 9 (3.98%) GlusterFS
5 9 (3.98%) SkyDNS
6 8 (3.54%) Squid
7 5 (2.21%) Postfix
7 5 (2.21%) Virtual Machines
Systems Management
1 135 (59.73%) Ansible
2 132 (58.41%) Puppet
3 98 (43.36%) Kubernetes
4 65 (28.76%) Terraform
5 58 (25.66%) HAProxy
6 46 (20.35%) logstash
7 39 (17.26%) Kibana
8 31 (13.72%) Grafana
9 28 (12.39%) Sysdig
10 26 (11.50%) Prometheus
10 26 (11.50%) ZABBIX
11 25 (11.06%) Nagios
12 24 (10.62%) rkt
13 20 (8.85%) Uchiwa
14 19 (8.41%) Host Intrusion Detection System
14 19 (8.41%) Network Intrusion Detection System
14 19 (8.41%) Pingdom
15 14 (6.19%) Opscode Chef
16 13 (5.75%) Graphite
17 7 (3.10%) Single Sign-On
Vendors
1 35 (15.49%) Hortonworks
2 28 (12.39%) Microsoft
3 25 (11.06%) Red Hat
4 21 (9.29%) New Relic
5 19 (8.41%) PagerDuty
5 19 (8.41%) Splunk
6 18 (7.96%) Adobe
6 18 (7.96%) hybris
7 16 (7.08%) Centrify
7 16 (7.08%) Oracle
8 15 (6.64%) Atlassian
9 10 (4.42%) Cloudera
10 7 (3.10%) AppDynamics
10 7 (3.10%) DevExpress
10 7 (3.10%) MapR
10 7 (3.10%) Micro Focus
11 6 (2.65%) Axway
11 6 (2.65%) Google
11 6 (2.65%) SAP
12 5 (2.21%) CyberArk