Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Artifactory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artifactory over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
England > London
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 682 723 763
Rank change year-on-year +41 +40 +118
Permanent jobs citing Artifactory 96 103 58
As % of all permanent IT jobs advertised in London 0.15% 0.15% 0.083%
As % of the Development Applications category 0.79% 0.74% 0.43%
Number of salaries quoted 77 80 40
London median annual salary £80,000 £80,000 £71,250
Median salary % change year-on-year - +12.28% -28.75%
10th Percentile £32,200 £53,750 £53,750
90th Percentile £112,500 £100,000 £95,500
England median annual salary £62,500 £70,000 £57,500
% change year-on-year -10.71% +21.74% -17.86%

Artifactory is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for development application skills.

All Development Application Skills
London
Permanent vacancies with a requirement for development application skills 12,186 13,917 13,511
As % of all permanent IT jobs advertised in London 19.31% 19.91% 19.36%
Number of salaries quoted 9,534 11,386 11,714
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £38,750 £37,500 £35,000
90th Percentile £90,000 £85,000 £82,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artifactory in London.

Salary trend for Artifactory in London

Artifactory
Salary Histogram in London

The salary distribution of IT jobs citing Artifactory in London over the 6 months to 22 January 2019.

Salary histogram for Artifactory in London

Artifactory
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the London region over the 6 months to 22 January 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +6 10 £57,500 -25.81% 7
North London - 3 £40,000 -
South London -8 2 £56,250 -
West London - 2 £60,000 - 2
Artifactory
England

For the 6 months to 22 January 2019, IT 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 permanent job ads across the London region with a requirement for Artifactory.

1 75 (78.13%) Jenkins
2 62 (64.58%) DevOps
3 54 (56.25%) Continuous Integration
4 53 (55.21%) Agile Software Development
5 52 (54.17%) Puppet
5 52 (54.17%) Ansible
5 52 (54.17%) Docker
6 50 (52.08%) Python
7 49 (51.04%) Amazon AWS
8 45 (46.88%) Java
9 39 (40.63%) Maven
10 37 (38.54%) Linux
10 37 (38.54%) Git (software)
11 35 (36.46%) Kubernetes
12 34 (35.42%) Microsoft Azure
13 30 (31.25%) Software Engineering
14 29 (30.21%) Atlassian Bamboo
15 26 (27.08%) Opscode Chef
15 26 (27.08%) Finance
15 26 (27.08%) SQL
16 25 (26.04%) Asset Management
17 24 (25.00%) TeamCity
18 23 (23.96%) Computer Science
18 23 (23.96%) GitHub
18 23 (23.96%) Terraform
19 21 (21.88%) Sonatype Nexus
19 21 (21.88%) Bash Shell
20 20 (20.83%) JIRA
20 20 (20.83%) Front Office
20 20 (20.83%) Windows

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 11 (11.46%) Elasticsearch
2 10 (10.42%) Confluence
3 9 (9.38%) Apache
3 9 (9.38%) Apache Spark
4 6 (6.25%) nginx
4 6 (6.25%) Tomcat
5 3 (3.13%) IBM Notes
5 3 (3.13%) NServiceBus
5 3 (3.13%) OpenStack
5 3 (3.13%) WebLogic
5 3 (3.13%) WebSphere
6 2 (2.08%) BizTalk Server
6 2 (2.08%) SAS
7 1 (1.04%) Adobe Experience Manager
7 1 (1.04%) Alfresco
7 1 (1.04%) CloudStack
7 1 (1.04%) IIS
7 1 (1.04%) Mule
7 1 (1.04%) WildFly
Applications
1 3 (3.13%) Microsoft Office
1 3 (3.13%) Spreadsheet
Business Applications
1 1 (1.04%) Distributed Ledger
1 1 (1.04%) Markit EDM
Cloud Services
1 49 (51.04%) Amazon AWS
2 34 (35.42%) Microsoft Azure
3 23 (23.96%) GitHub
4 11 (11.46%) PaaS
5 10 (10.42%) AWS CloudFormation
6 8 (8.33%) Google Cloud Platform
6 8 (8.33%) SaaS
7 6 (6.25%) Amazon CloudWatch
7 6 (6.25%) BrowserStack
7 6 (6.25%) IaaS
7 6 (6.25%) NuGet
7 6 (6.25%) OpenShift
8 3 (3.13%) Amazon S3
9 2 (2.08%) npm
10 1 (1.04%) Amazon EC2
10 1 (1.04%) Cloud Computing
10 1 (1.04%) CloudBees
10 1 (1.04%) Slack
Communications & Networking
1 7 (7.29%) Firewall
2 3 (3.13%) Network Security
3 2 (2.08%) LAN
3 2 (2.08%) NAS
3 2 (2.08%) SAN
3 2 (2.08%) SSL
3 2 (2.08%) TCP/IP
3 2 (2.08%) WAN
4 1 (1.04%) DHCP
4 1 (1.04%) DNS
4 1 (1.04%) OpenVPN
Database & Business Intelligence
1 11 (11.46%) MySQL
2 10 (10.42%) SQL Server
3 9 (9.38%) Apache Cassandra
4 8 (8.33%) NoSQL
5 7 (7.29%) Redis
6 6 (6.25%) Azure SQL Database
6 6 (6.25%) Cosmos DB
7 5 (5.21%) Big Data
7 5 (5.21%) Relational Database
8 4 (4.17%) Hadoop
8 4 (4.17%) Neo4j
8 4 (4.17%) Oracle Database
9 3 (3.13%) Apache Hive
9 3 (3.13%) BigQuery
9 3 (3.13%) Blockchain
9 3 (3.13%) Cloud Spanner
9 3 (3.13%) Data Lake
9 3 (3.13%) Oracle Database 11g
9 3 (3.13%) SQL Server 2008
10 2 (2.08%) InfluxDB
Development Applications
1 75 (78.13%) Jenkins
2 39 (40.63%) Maven
3 37 (38.54%) Git (software)
4 29 (30.21%) Atlassian Bamboo
5 24 (25.00%) TeamCity
6 21 (21.88%) Sonatype Nexus
7 20 (20.83%) JIRA
8 16 (16.67%) Gradle
9 15 (15.63%) SonarQube
10 14 (14.58%) GitLab
11 12 (12.50%) Subversion
12 10 (10.42%) Selenium
13 9 (9.38%) Bitbucket
14 8 (8.33%) Octopus Deploy
15 7 (7.29%) Visual Studio Team System
16 6 (6.25%) GoCD
16 6 (6.25%) gulp
17 5 (5.21%) Cucumber
17 5 (5.21%) JUnit
17 5 (5.21%) Vagrant
General
1 26 (27.08%) Finance
2 20 (20.83%) Front Office
3 13 (13.54%) Games
4 5 (5.21%) Banking
5 2 (2.08%) Back Office
6 1 (1.04%) Investment Banking
6 1 (1.04%) Law
Job Titles
1 29 (30.21%) DevOps Engineer
2 23 (23.96%) Developer
3 12 (12.50%) Java Developer
4 9 (9.38%) C# Developer
5 8 (8.33%) .NET Developer
5 8 (8.33%) C# .NET Developer
5 8 (8.33%) Graduate
5 8 (8.33%) Senior Developer
6 7 (7.29%) Cloud Developer
6 7 (7.29%) Full Stack Developer
6 7 (7.29%) Software Engineer
7 6 (6.25%) Java Engineer
7 6 (6.25%) Transformation Manager
8 5 (5.21%) Agile Developer
8 5 (5.21%) Agile Java Developer
8 5 (5.21%) DevOps Architect
8 5 (5.21%) DevOps Developer
8 5 (5.21%) Java J2EE Software Engineer
8 5 (5.21%) Java/J2EE Architect
8 5 (5.21%) Platform Engineer
Libraries, Frameworks & Software Standards
1 19 (19.79%) Elastic Stack
1 19 (19.79%) Web Services
2 17 (17.71%) J2EE
3 13 (13.54%) Kafka
4 12 (12.50%) .NET
5 10 (10.42%) Node.js
6 9 (9.38%) React
7 8 (8.33%) AngularJS
8 7 (7.29%) REST
8 7 (7.29%) Spring
9 6 (6.25%) ASP.NET
9 6 (6.25%) ASP.NET Core
9 6 (6.25%) LDAP
9 6 (6.25%) OAuth
9 6 (6.25%) OAuth2
9 6 (6.25%) OpenID
10 5 (5.21%) Hibernate
11 4 (4.17%) Django
11 4 (4.17%) Java EE
11 4 (4.17%) Middleware
Miscellaneous
1 19 (19.79%) Fixed Income
1 19 (19.79%) Hedge funds
2 18 (18.75%) Equities
3 5 (5.21%) Analytical Skills
4 4 (4.17%) Fintech
5 3 (3.13%) Cloud Native
5 3 (3.13%) Self-Motivation
5 3 (3.13%) User Experience
6 2 (2.08%) Data Centre
6 2 (2.08%) Hybrid Cloud
6 2 (2.08%) Linux Command Line
6 2 (2.08%) Public Cloud
7 1 (1.04%) Derivative
7 1 (1.04%) Foreign Exchange (FX)
7 1 (1.04%) Greenfield Project
7 1 (1.04%) Grid Computing
7 1 (1.04%) Market Risk
7 1 (1.04%) Virtual Team
Operating Systems
1 37 (38.54%) Linux
2 20 (20.83%) Windows
3 4 (4.17%) Red Hat Enterprise Linux
4 2 (2.08%) Ubuntu
4 2 (2.08%) Unix
4 2 (2.08%) VMS
5 1 (1.04%) CentOS
5 1 (1.04%) CoreOS
5 1 (1.04%) Windows Server
Processes & Methodologies
1 62 (64.58%) DevOps
2 54 (56.25%) Continuous Integration
3 53 (55.21%) Agile Software Development
4 30 (31.25%) Software Engineering
5 25 (26.04%) Asset Management
6 23 (23.96%) Computer Science
7 20 (20.83%) Microservices
8 17 (17.71%) Refactoring
9 15 (15.63%) Configuration Management
10 14 (14.58%) TDD
10 14 (14.58%) Test Automation
11 13 (13.54%) Continuous Delivery
11 13 (13.54%) SDLC
12 12 (12.50%) Portfolio Management
12 12 (12.50%) Scrum
13 9 (9.38%) Analytics
13 9 (9.38%) OO
13 9 (9.38%) Open Source
13 9 (9.38%) Test Scripting
14 8 (8.33%) Data Science
Programming Languages
1 50 (52.08%) Python
2 45 (46.88%) Java
3 26 (27.08%) SQL
4 21 (21.88%) Bash Shell
5 19 (19.79%) PowerShell
6 17 (17.71%) MATLAB
6 17 (17.71%) R
7 16 (16.67%) Ruby
8 15 (15.63%) C#
9 10 (10.42%) JavaScript
9 10 (10.42%) Scala
10 8 (8.33%) Perl
11 6 (6.25%) Go
11 6 (6.25%) TypeScript
12 4 (4.17%) PL/SQL
13 3 (3.13%) Groovy
14 2 (2.08%) C++
15 1 (1.04%) Java 8
15 1 (1.04%) VBA
15 1 (1.04%) XMLA
Qualifications
1 16 (16.67%) Degree
2 4 (4.17%) RHCE
2 4 (4.17%) RHCSA
2 4 (4.17%) SC Cleared
2 4 (4.17%) Security Cleared
3 3 (3.13%) Computer Science Degree
3 3 (3.13%) MCP
4 2 (2.08%) MCSE
4 2 (2.08%) Microsoft Certification
Quality Assurance & Compliance
1 4 (4.17%) QA
2 2 (2.08%) PCI DSS
System Software
1 52 (54.17%) Docker
2 7 (7.29%) Active Directory
3 6 (6.25%) etcd
4 4 (4.17%) Apache ZooKeeper
4 4 (4.17%) SkyDNS
4 4 (4.17%) VirtualBox
4 4 (4.17%) VMware Infrastructure
5 1 (1.04%) Squid
5 1 (1.04%) VMware ESXi
5 1 (1.04%) XenServer
Systems Management
1 52 (54.17%) Ansible
1 52 (54.17%) Puppet
2 35 (36.46%) Kubernetes
3 26 (27.08%) Opscode Chef
4 23 (23.96%) Terraform
5 9 (9.38%) Prometheus
6 8 (8.33%) rkt
7 5 (5.21%) Graphite
7 5 (5.21%) HAProxy
8 4 (4.17%) confd
8 4 (4.17%) Consul
8 4 (4.17%) Host Intrusion Detection System
8 4 (4.17%) logstash
8 4 (4.17%) Network Intrusion Detection System
9 3 (3.13%) Systems Management Server (SMS)
10 2 (2.08%) Capistrano
10 2 (2.08%) Grafana
10 2 (2.08%) Nagios
10 2 (2.08%) Scalr
10 2 (2.08%) ZABBIX
Vendors
1 16 (16.67%) Microsoft
2 15 (15.63%) Splunk
3 12 (12.50%) Oracle
4 8 (8.33%) VMware
5 7 (7.29%) AppDynamics
6 6 (6.25%) Google
6 6 (6.25%) Red Hat
7 5 (5.21%) Atlassian
8 4 (4.17%) PagerDuty
9 3 (3.13%) Databricks
9 3 (3.13%) DevExpress
9 3 (3.13%) Dynatrace
9 3 (3.13%) Hortonworks
9 3 (3.13%) Lotus
9 3 (3.13%) SAP
10 2 (2.08%) Alibaba
10 2 (2.08%) Cloudera
10 2 (2.08%) Cognizant
10 2 (2.08%) MuleSoft
10 2 (2.08%) New Relic