Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
England > London
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 700 743 831
Rank change year-on-year +43 +88 +34
Permanent jobs citing Artifactory 116 109 54
As % of all permanent IT jobs advertised in London 0.17% 0.15% 0.068%
As % of the Development Applications category 0.85% 0.71% 0.35%
Number of salaries quoted 99 72 35
London median annual salary £80,000 £76,250 £58,500
Median salary % change year-on-year +4.92% +30.34% -1.27%
10th Percentile £47,250 £46,250 £48,750
90th Percentile £100,500 £100,000 £87,500
England median annual salary £72,500 £65,000 £57,500
% change year-on-year +11.54% +13.04% -14.81%

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 13,613 15,311 15,264
As % of all permanent IT jobs advertised in London 19.90% 20.44% 19.32%
Number of salaries quoted 10,819 12,066 13,435
London median annual salary £62,500 £60,000 £56,500
Median salary % change year-on-year +4.17% +6.19% +2.73%
10th Percentile £39,750 £37,500 £35,750
90th Percentile £90,000 £85,000 £81,400
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +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 September 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 22 September 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 -3 16 £62,500 -1.96% 8
North London - 1 £82,500 -
South London - 1 - - 1
Artifactory
England

For the 6 months to 22 September 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 68 (58.62%) Jenkins
2 63 (54.31%) Docker
3 60 (51.72%) Python
4 54 (46.55%) TeamCity
5 52 (44.83%) Amazon AWS
6 51 (43.97%) Continuous Integration
7 50 (43.10%) SQL
8 48 (41.38%) DevOps
9 46 (39.66%) Agile Software Development
10 43 (37.07%) Microsoft Azure
11 39 (33.62%) Git (software)
11 39 (33.62%) Ansible
12 36 (31.03%) Opscode Chef
12 36 (31.03%) PowerShell
13 35 (30.17%) TDD
14 33 (28.45%) Java
14 33 (28.45%) SDLC
15 32 (27.59%) C#
16 29 (25.00%) SQL Server
16 29 (25.00%) Linux
16 29 (25.00%) REST
16 29 (25.00%) Continuous Delivery
17 28 (24.14%) Bitbucket
17 28 (24.14%) Software Engineering
17 28 (24.14%) Configuration Management
18 27 (23.28%) Maven
18 27 (23.28%) Puppet
19 26 (22.41%) Bash Shell
19 26 (22.41%) JIRA
20 24 (20.69%) .NET

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 19 (16.38%) NServiceBus
1 19 (16.38%) WebSphere
2 16 (13.79%) Elasticsearch
3 13 (11.21%) Apache Spark
3 13 (11.21%) Confluence
4 12 (10.34%) OpenStack
5 6 (5.17%) Adobe Experience Manager
5 6 (5.17%) Alfresco
5 6 (5.17%) Apache
5 6 (5.17%) Tomcat
6 4 (3.45%) Apache Airflow
7 2 (1.72%) Anypoint
7 2 (1.72%) BizTalk Server
7 2 (1.72%) CloudStack
7 2 (1.72%) IIS
7 2 (1.72%) WildFly
8 1 (0.86%) Mule
Applications
1 19 (16.38%) Spreadsheet
Business Applications
1 14 (12.07%) Markit EDM
Cloud Services
1 52 (44.83%) Amazon AWS
2 43 (37.07%) Microsoft Azure
3 24 (20.69%) GitHub
4 8 (6.90%) IaaS
5 6 (5.17%) CloudBees
5 6 (5.17%) PaaS
5 6 (5.17%) Slack
5 6 (5.17%) Trello
6 5 (4.31%) Amazon S3
6 5 (4.31%) AWS CloudFormation
7 3 (2.59%) Amazon EC2
7 3 (2.59%) Cloud Computing
7 3 (2.59%) Google Cloud Platform
8 2 (1.72%) Route 53
8 2 (1.72%) SaaS
9 1 (0.86%) Datadog
9 1 (0.86%) IBM Cloud
9 1 (0.86%) NuGet
9 1 (0.86%) OpenShift
9 1 (0.86%) Virtual Private Cloud
Communications & Networking
1 8 (6.90%) TCP/IP
2 5 (4.31%) LAN
3 3 (2.59%) Firewall
3 3 (2.59%) WAN
3 3 (2.59%) Wireless
4 2 (1.72%) DHCP
4 2 (1.72%) DNS
4 2 (1.72%) SSL
5 1 (0.86%) Cisco ASA
5 1 (0.86%) Kerberos
5 1 (0.86%) Network Security
5 1 (0.86%) Reverse Proxy
5 1 (0.86%) VPN
Database & Business Intelligence
1 29 (25.00%) SQL Server
2 19 (16.38%) SQL Server 2008
3 16 (13.79%) Redis
4 14 (12.07%) SQL Server Integration Services
5 13 (11.21%) Relational Database
6 10 (8.62%) InfluxDB
7 9 (7.76%) Apache Cassandra
7 9 (7.76%) MySQL
8 8 (6.90%) Azure SQL Database
8 8 (6.90%) Cosmos DB
9 7 (6.03%) MongoDB
10 6 (5.17%) Amazon Aurora
10 6 (5.17%) Amazon DynamoDB
11 5 (4.31%) Apache Hive
11 5 (4.31%) Hadoop
12 2 (1.72%) Blockchain
12 2 (1.72%) PostgreSQL
13 1 (0.86%) Amazon RDS
13 1 (0.86%) Big Data
13 1 (0.86%) Hazelcast
Development Applications
1 68 (58.62%) Jenkins
2 54 (46.55%) TeamCity
3 39 (33.62%) Git (software)
4 28 (24.14%) Bitbucket
5 27 (23.28%) Maven
6 26 (22.41%) JIRA
7 22 (18.97%) NUnit
8 21 (18.10%) Gradle
9 20 (17.24%) Octopus Deploy
9 20 (17.24%) Sonatype Nexus
10 19 (16.38%) Atlassian Bamboo
10 19 (16.38%) Moq
10 19 (16.38%) NCrunch
10 19 (16.38%) ReSharper
11 13 (11.21%) Selenium
11 13 (11.21%) SonarQube
12 12 (10.34%) Gerrit
13 11 (9.48%) git-flow
13 11 (9.48%) GoCD
14 9 (7.76%) JUnit
General
1 22 (18.97%) Finance
2 14 (12.07%) Front Office
3 5 (4.31%) Banking
4 3 (2.59%) Retail
5 2 (1.72%) Games
5 2 (1.72%) Investment Banking
Job Titles
1 45 (38.79%) Developer
2 27 (23.28%) C# Developer
2 27 (23.28%) Senior Developer
3 20 (17.24%) DevOps Engineer
4 19 (16.38%) Senior C# Developer
5 17 (14.66%) .NET Developer
5 17 (14.66%) C# .NET Developer
5 17 (14.66%) Java Developer
6 12 (10.34%) Python Engineer
7 11 (9.48%) Architect
7 11 (9.48%) DevOps Architect
7 11 (9.48%) Full Stack Developer
7 11 (9.48%) Lead Developer
8 10 (8.62%) Reliability Engineer
9 9 (7.76%) AWS Developer
9 9 (7.76%) Cloud Developer
9 9 (7.76%) Lead C# Developer
9 9 (7.76%) Senior .NET Developer
9 9 (7.76%) Senior C# .NET Developer
10 8 (6.90%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 29 (25.00%) REST
2 24 (20.69%) .NET
3 20 (17.24%) Middleware
4 19 (16.38%) ASP.NET Web API
4 19 (16.38%) MSMQ
4 19 (16.38%) WCF
4 19 (16.38%) WebSphere MQ
4 19 (16.38%) WinForms
4 19 (16.38%) WPF
5 17 (14.66%) React
6 16 (13.79%) AngularJS
6 16 (13.79%) Node.js
7 14 (12.07%) Elastic Stack
8 13 (11.21%) Kafka
9 11 (9.48%) Spring
10 10 (8.62%) Flask
10 10 (8.62%) HTML
10 10 (8.62%) Web Services
11 9 (7.76%) HTML5
12 8 (6.90%) OpenID
Miscellaneous
1 17 (14.66%) Computer Science
1 17 (14.66%) Public Cloud
2 16 (13.79%) Analytical Skills
3 14 (12.07%) Fixed Income
4 10 (8.62%) Fintech
5 9 (7.76%) Hedge funds
6 8 (6.90%) Data Structures
7 7 (6.03%) Equities
8 6 (5.17%) Greenfield Project
9 4 (3.45%) Algorithms
9 4 (3.45%) Self-Motivation
10 3 (2.59%) Linux Command Line
11 2 (1.72%) Data Centre
11 2 (1.72%) Derivative
11 2 (1.72%) EPoS
11 2 (1.72%) Foreign Exchange (FX)
12 1 (0.86%) Cloud Native
12 1 (0.86%) Grid Computing
12 1 (0.86%) Market Risk
12 1 (0.86%) Smart Meter
Operating Systems
1 29 (25.00%) Linux
2 17 (14.66%) Windows
3 5 (4.31%) VMS
3 5 (4.31%) Windows Server
4 4 (3.45%) Ubuntu
4 4 (3.45%) Unix
5 1 (0.86%) Android
5 1 (0.86%) Apple iOS
5 1 (0.86%) CentOS
5 1 (0.86%) Windows Server 2008
Processes & Methodologies
1 51 (43.97%) Continuous Integration
2 48 (41.38%) DevOps
3 46 (39.66%) Agile Software Development
4 35 (30.17%) TDD
5 33 (28.45%) SDLC
6 29 (25.00%) Continuous Delivery
7 28 (24.14%) Configuration Management
7 28 (24.14%) Software Engineering
8 24 (20.69%) OO
9 23 (19.83%) Asset Management
10 22 (18.97%) Test Automation
11 16 (13.79%) Data Science
11 16 (13.79%) Microservices
12 15 (12.93%) Change Management
12 15 (12.93%) ETL
12 15 (12.93%) Mathematics
12 15 (12.93%) Problem-Solving
13 14 (12.07%) OOD
13 14 (12.07%) Physics
14 13 (11.21%) Analytics
Programming Languages
1 60 (51.72%) Python
2 50 (43.10%) SQL
3 36 (31.03%) PowerShell
4 33 (28.45%) Java
5 32 (27.59%) C#
6 26 (22.41%) Bash Shell
7 18 (15.52%) JavaScript
8 15 (12.93%) Ruby
9 13 (11.21%) Groovy
9 13 (11.21%) Scala
10 8 (6.90%) TypeScript
11 7 (6.03%) Shell Script
12 6 (5.17%) Go
12 6 (5.17%) MATLAB
12 6 (5.17%) R
13 5 (4.31%) Perl
14 3 (2.59%) PHP
15 2 (1.72%) C++
15 2 (1.72%) Java 8
15 2 (1.72%) VBA
Qualifications
1 17 (14.66%) Degree
2 7 (6.03%) Computer Science Degree
3 4 (3.45%) Master's Degree
4 1 (0.86%) Security Cleared
Quality Assurance & Compliance
1 10 (8.62%) PCI DSS
2 6 (5.17%) QA
3 3 (2.59%) Sarbanes-Oxley
4 1 (0.86%) Data Quality
System Software
1 63 (54.31%) Docker
2 8 (6.90%) Hyper-V
3 7 (6.03%) VMware Infrastructure
4 2 (1.72%) Active Directory
4 2 (1.72%) Apache ZooKeeper
4 2 (1.72%) etcd
4 2 (1.72%) VMware ESXi
4 2 (1.72%) XenServer
Systems Management
1 39 (33.62%) Ansible
2 36 (31.03%) Opscode Chef
3 27 (23.28%) Puppet
4 20 (17.24%) Terraform
5 18 (15.52%) Kubernetes
6 17 (14.66%) Prometheus
7 15 (12.93%) Grafana
8 12 (10.34%) logstash
9 10 (8.62%) Capistrano
9 10 (8.62%) Nagios
9 10 (8.62%) Salt
9 10 (8.62%) ZABBIX
10 3 (2.59%) Packer
11 2 (1.72%) BladeLogic
11 2 (1.72%) Consul
11 2 (1.72%) Kibana
11 2 (1.72%) Mesos
12 1 (0.86%) Graphite
12 1 (0.86%) ITRS Geneos
12 1 (0.86%) SCOM
Vendors
1 24 (20.69%) Microsoft
2 20 (17.24%) VMware
3 19 (16.38%) DevExpress
4 14 (12.07%) Splunk
5 11 (9.48%) New Relic
6 8 (6.90%) PagerDuty
7 6 (5.17%) Adobe
8 4 (3.45%) MuleSoft
9 3 (2.59%) Atlassian
9 3 (2.59%) Dynatrace
9 3 (2.59%) Oracle
9 3 (2.59%) Red Hat
10 2 (1.72%) AppDynamics
10 2 (1.72%) BMC
10 2 (1.72%) Cognizant
10 2 (1.72%) Google
10 2 (1.72%) IBM
10 2 (1.72%) Juniper
10 2 (1.72%) Palo Alto
11 1 (0.86%) F5