Period
to 16 November 2018

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 16 November 2018 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
England > London
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 704 738 805
Rank change year-on-year +34 +67 +61
Permanent jobs citing Artifactory 107 113 58
As % of all permanent IT jobs advertised in London 0.16% 0.15% 0.076%
As % of the Development Applications category 0.81% 0.74% 0.39%
Number of salaries quoted 91 80 36
London median annual salary £80,000 £85,000 £63,750
Median salary % change year-on-year -5.88% +33.33% -5.56%
10th Percentile £46,250 £49,625 £48,750
90th Percentile £112,500 £100,000 £92,500
England median annual salary £65,000 £70,000 £57,500
% change year-on-year -7.14% +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 13,217 15,297 14,706
As % of all permanent IT jobs advertised in London 19.66% 20.24% 19.29%
Number of salaries quoted 10,518 12,170 12,889
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 £52,000 £50,000 £47,500
% change year-on-year +4.00% +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 16 November 2018.

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 16 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +7 14 £60,000 -22.58% 3
West London +23 2 £60,000 -25.00% 1
South London -3 2 £57,500 - 4
North London - 1 £82,500 -
Artifactory
England

For the 6 months to 16 November 2018, 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 67 (62.62%) Jenkins
2 56 (52.34%) Docker
2 56 (52.34%) Continuous Integration
3 53 (49.53%) DevOps
4 50 (46.73%) Amazon AWS
4 50 (46.73%) Python
5 49 (45.79%) Agile Software Development
6 47 (43.93%) Ansible
7 42 (39.25%) Java
7 42 (39.25%) Puppet
8 39 (36.45%) SQL
9 38 (35.51%) TeamCity
10 34 (31.78%) Microsoft Azure
11 32 (29.91%) Git (software)
12 30 (28.04%) Asset Management
12 30 (28.04%) Software Engineering
12 30 (28.04%) Linux
12 30 (28.04%) Opscode Chef
13 29 (27.10%) C#
13 29 (27.10%) Maven
13 29 (27.10%) TDD
14 28 (26.17%) Atlassian Bamboo
15 27 (25.23%) SDLC
16 26 (24.30%) Kubernetes
16 26 (24.30%) Finance
16 26 (24.30%) SQL Server
17 24 (22.43%) Microsoft
18 23 (21.50%) PowerShell
18 23 (21.50%) JIRA
19 22 (20.56%) REST

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 17 (15.89%) Elasticsearch
2 15 (14.02%) NServiceBus
2 15 (14.02%) WebSphere
3 10 (9.35%) Apache
4 9 (8.41%) Apache Spark
4 9 (8.41%) Confluence
4 9 (8.41%) Tomcat
5 6 (5.61%) OpenStack
6 5 (4.67%) nginx
7 2 (1.87%) Adobe Experience Manager
7 2 (1.87%) Alfresco
7 2 (1.87%) BizTalk Server
7 2 (1.87%) CloudStack
7 2 (1.87%) IIS
7 2 (1.87%) WildFly
8 1 (0.93%) Mule
Applications
1 15 (14.02%) Spreadsheet
Business Applications
1 11 (10.28%) Markit EDM
2 1 (0.93%) Distributed Ledger
Cloud Services
1 50 (46.73%) Amazon AWS
2 34 (31.78%) Microsoft Azure
3 20 (18.69%) GitHub
4 6 (5.61%) OpenShift
4 6 (5.61%) PaaS
5 5 (4.67%) Amazon S3
6 4 (3.74%) AWS CloudFormation
7 3 (2.80%) Amazon EC2
7 3 (2.80%) Google Cloud Platform
8 2 (1.87%) CloudBees
8 2 (1.87%) IaaS
8 2 (1.87%) npm
8 2 (1.87%) SaaS
9 1 (0.93%) Amazon SQS
9 1 (0.93%) Datadog
9 1 (0.93%) IBM Cloud
9 1 (0.93%) NuGet
9 1 (0.93%) Slack
9 1 (0.93%) Trello
9 1 (0.93%) Virtual Private Cloud
Communications & Networking
1 3 (2.80%) Network Security
2 2 (1.87%) DHCP
2 2 (1.87%) DNS
2 2 (1.87%) Firewall
2 2 (1.87%) SSL
2 2 (1.87%) TCP/IP
3 1 (0.93%) Kerberos
3 1 (0.93%) LAN
3 1 (0.93%) OpenVPN
3 1 (0.93%) Reverse Proxy
3 1 (0.93%) VPN
Database & Business Intelligence
1 26 (24.30%) SQL Server
2 15 (14.02%) SQL Server 2008
3 11 (10.28%) MySQL
3 11 (10.28%) Redis
3 11 (10.28%) SQL Server Integration Services
4 9 (8.41%) Apache Cassandra
5 8 (7.48%) Azure SQL Database
5 8 (7.48%) Cosmos DB
5 8 (7.48%) InfluxDB
6 6 (5.61%) Relational Database
7 5 (4.67%) NoSQL
8 4 (3.74%) Apache Hive
9 3 (2.80%) Blockchain
9 3 (2.80%) Hadoop
9 3 (2.80%) MongoDB
10 2 (1.87%) Amazon Aurora
10 2 (1.87%) Amazon DynamoDB
10 2 (1.87%) Neo4j
10 2 (1.87%) PostgreSQL
11 1 (0.93%) Amazon RDS
Development Applications
1 67 (62.62%) Jenkins
2 38 (35.51%) TeamCity
3 32 (29.91%) Git (software)
4 29 (27.10%) Maven
5 28 (26.17%) Atlassian Bamboo
6 23 (21.50%) JIRA
7 21 (19.63%) Bitbucket
8 16 (14.95%) Sonatype Nexus
9 15 (14.02%) Moq
9 15 (14.02%) NCrunch
9 15 (14.02%) NUnit
9 15 (14.02%) ReSharper
10 14 (13.08%) SonarQube
11 13 (12.15%) Gradle
12 12 (11.21%) Octopus Deploy
13 10 (9.35%) Gerrit
14 9 (8.41%) GoCD
15 8 (7.48%) git-flow
15 8 (7.48%) Subversion
16 7 (6.54%) Selenium
General
1 26 (24.30%) Finance
2 21 (19.63%) Front Office
3 9 (8.41%) Games
4 5 (4.67%) Banking
5 2 (1.87%) Back Office
5 2 (1.87%) Investment Banking
6 1 (0.93%) Law
6 1 (0.93%) Retail
Job Titles
1 39 (36.45%) Developer
2 23 (21.50%) C# Developer
2 23 (21.50%) DevOps Engineer
3 21 (19.63%) Senior Developer
4 15 (14.02%) Java Developer
4 15 (14.02%) Senior C# Developer
5 13 (12.15%) .NET Developer
5 13 (12.15%) C# .NET Developer
6 11 (10.28%) Full Stack Developer
6 11 (10.28%) Lead Developer
7 9 (8.41%) Cloud Developer
7 9 (8.41%) Lead C# Developer
8 8 (7.48%) Reliability Engineer
8 8 (7.48%) Transformation Manager
9 7 (6.54%) Architect
9 7 (6.54%) Azure Developer
9 7 (6.54%) DevOps Architect
9 7 (6.54%) Software Engineer
10 6 (5.61%) Graduate
10 6 (5.61%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 22 (20.56%) REST
2 18 (16.82%) Elastic Stack
2 18 (16.82%) Web Services
3 17 (15.89%) .NET
4 16 (14.95%) Middleware
5 15 (14.02%) ASP.NET Web API
5 15 (14.02%) MSMQ
5 15 (14.02%) WCF
5 15 (14.02%) WebSphere MQ
5 15 (14.02%) WinForms
5 15 (14.02%) WPF
6 14 (13.08%) J2EE
7 13 (12.15%) React
8 12 (11.21%) AngularJS
9 11 (10.28%) Kafka
10 9 (8.41%) Spring
11 8 (7.48%) ASP.NET Core
11 8 (7.48%) OAuth
11 8 (7.48%) OAuth2
11 8 (7.48%) OpenID
Miscellaneous
1 19 (17.76%) Computer Science
1 19 (17.76%) Fixed Income
2 18 (16.82%) Hedge funds
3 15 (14.02%) Equities
4 10 (9.35%) Public Cloud
5 9 (8.41%) Fintech
6 7 (6.54%) Analytical Skills
7 6 (5.61%) Greenfield Project
8 3 (2.80%) Linux Command Line
8 3 (2.80%) Self-Motivation
9 2 (1.87%) Data Structures
9 2 (1.87%) Derivative
9 2 (1.87%) Foreign Exchange (FX)
10 1 (0.93%) Cloud Native
10 1 (0.93%) Grid Computing
10 1 (0.93%) Market Risk
Operating Systems
1 30 (28.04%) Linux
2 13 (12.15%) Windows
3 4 (3.74%) Red Hat Enterprise Linux
3 4 (3.74%) Ubuntu
4 3 (2.80%) Windows Server
5 2 (1.87%) Unix
5 2 (1.87%) VMS
6 1 (0.93%) Android
6 1 (0.93%) Apple iOS
6 1 (0.93%) CentOS
6 1 (0.93%) Windows Server 2008
Processes & Methodologies
1 56 (52.34%) Continuous Integration
2 53 (49.53%) DevOps
3 49 (45.79%) Agile Software Development
4 30 (28.04%) Asset Management
4 30 (28.04%) Software Engineering
5 29 (27.10%) TDD
6 27 (25.23%) SDLC
7 21 (19.63%) Configuration Management
7 21 (19.63%) OO
8 18 (16.82%) Continuous Delivery
8 18 (16.82%) Microservices
8 18 (16.82%) Test Automation
9 14 (13.08%) Refactoring
10 12 (11.21%) Change Management
10 12 (11.21%) ETL
10 12 (11.21%) Scrum
11 11 (10.28%) OOD
12 10 (9.35%) Mathematics
12 10 (9.35%) Physics
12 10 (9.35%) Portfolio Management
Programming Languages
1 50 (46.73%) Python
2 42 (39.25%) Java
3 39 (36.45%) SQL
4 29 (27.10%) C#
5 23 (21.50%) PowerShell
6 20 (18.69%) Bash Shell
7 19 (17.76%) Ruby
8 15 (14.02%) JavaScript
9 14 (13.08%) MATLAB
9 14 (13.08%) R
10 9 (8.41%) Scala
11 8 (7.48%) TypeScript
12 6 (5.61%) Go
12 6 (5.61%) Groovy
13 4 (3.74%) Perl
14 2 (1.87%) C++
14 2 (1.87%) Java 8
14 2 (1.87%) VBA
15 1 (0.93%) C
15 1 (0.93%) XMLA
Qualifications
1 12 (11.21%) Degree
2 4 (3.74%) RHCE
2 4 (3.74%) RHCSA
3 3 (2.80%) Computer Science Degree
4 2 (1.87%) Master's Degree
4 2 (1.87%) Security Cleared
5 1 (0.93%) SC Cleared
Quality Assurance & Compliance
1 8 (7.48%) PCI DSS
2 5 (4.67%) QA
3 1 (0.93%) Data Quality
System Software
1 56 (52.34%) Docker
2 6 (5.61%) etcd
3 4 (3.74%) SkyDNS
3 4 (3.74%) VMware Infrastructure
4 3 (2.80%) Active Directory
5 2 (1.87%) Apache ZooKeeper
5 2 (1.87%) Hyper-V
5 2 (1.87%) VirtualBox
5 2 (1.87%) VMware ESXi
5 2 (1.87%) XenServer
6 1 (0.93%) Squid
Systems Management
1 47 (43.93%) Ansible
2 42 (39.25%) Puppet
3 30 (28.04%) Opscode Chef
4 26 (24.30%) Kubernetes
5 17 (15.89%) Terraform
6 13 (12.15%) Prometheus
7 10 (9.35%) logstash
8 9 (8.41%) Grafana
9 8 (7.48%) Capistrano
9 8 (7.48%) Nagios
9 8 (7.48%) ZABBIX
10 6 (5.61%) rkt
11 5 (4.67%) Graphite
12 4 (3.74%) confd
12 4 (3.74%) Consul
12 4 (3.74%) HAProxy
12 4 (3.74%) Host Intrusion Detection System
12 4 (3.74%) Network Intrusion Detection System
12 4 (3.74%) Salt
13 3 (2.80%) Packer
Vendors
1 24 (22.43%) Microsoft
2 17 (15.89%) Splunk
3 15 (14.02%) DevExpress
4 14 (13.08%) VMware
5 9 (8.41%) New Relic
6 7 (6.54%) Oracle
6 7 (6.54%) Red Hat
7 6 (5.61%) PagerDuty
8 4 (3.74%) Atlassian
8 4 (3.74%) Google
9 3 (2.80%) Dynatrace
10 2 (1.87%) Adobe
10 2 (1.87%) AppDynamics
10 2 (1.87%) Juniper
10 2 (1.87%) MuleSoft
10 2 (1.87%) Palo Alto
10 2 (1.87%) SAP
11 1 (0.93%) BMC
11 1 (0.93%) IBM
11 1 (0.93%) Informatica