Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
England > London
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 720 703 852
Rank change year-on-year -17 +149 +6
Permanent jobs citing Artifactory 102 112 31
As % of all permanent IT jobs advertised in London 0.15% 0.16% 0.038%
As % of the Development Applications category 0.72% 0.79% 0.20%
Number of salaries quoted 75 61 23
London median annual salary £80,000 £67,500 £58,500
Median salary % change year-on-year +18.52% +15.38% +4.46%
10th Percentile £47,250 £42,500 £48,750
90th Percentile £99,000 £100,000 £91,500
England median annual salary £66,250 £60,000 £57,500
% change year-on-year +10.42% +4.35% +4.55%

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 14,235 14,260 15,641
As % of all permanent IT jobs advertised in London 20.34% 20.27% 19.00%
Number of salaries quoted 11,313 11,713 13,633
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +0.92%
10th Percentile £40,000 £36,250 £36,250
90th Percentile £88,750 £85,000 £80,000
England median annual salary £50,000 £47,500 £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 24 June 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 24 June 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 -17 14 £80,000 +33.33% 3
West London +4 1 £70,000 - 2
South London -7 1 - - 1
North London - 1 £82,500 -
Artifactory
England

For the 6 months to 24 June 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 73 (71.57%) Jenkins
2 59 (57.84%) Docker
2 59 (57.84%) Python
3 53 (51.96%) Amazon AWS
4 51 (50.00%) Agile Software Development
5 45 (44.12%) SQL
5 45 (44.12%) Continuous Integration
6 42 (41.18%) Git (software)
7 41 (40.20%) TeamCity
7 41 (40.20%) Ansible
8 39 (38.24%) Continuous Delivery
9 38 (37.25%) Linux
10 37 (36.27%) Configuration Management
11 36 (35.29%) Java
12 35 (34.31%) Microsoft Azure
13 34 (33.33%) DevOps
14 32 (31.37%) Software Engineering
15 29 (28.43%) Opscode Chef
16 28 (27.45%) Maven
17 27 (26.47%) GitHub
17 27 (26.47%) Terraform
18 26 (25.49%) Sonatype Nexus
18 26 (25.49%) Public Cloud
18 26 (25.49%) Bitbucket
19 24 (23.53%) PowerShell
19 24 (23.53%) Degree
19 24 (23.53%) Gradle
20 23 (22.55%) Analytical Skills
21 22 (21.57%) Elastic Stack
21 22 (21.57%) 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 15 (14.71%) Apache Spark
2 14 (13.73%) Confluence
3 10 (9.80%) Anypoint
3 10 (9.80%) Elasticsearch
3 10 (9.80%) NServiceBus
3 10 (9.80%) OpenStack
3 10 (9.80%) WebSphere
4 8 (7.84%) Apache
5 7 (6.86%) Apache Airflow
6 6 (5.88%) Adobe Experience Manager
6 6 (5.88%) Alfresco
6 6 (5.88%) Tomcat
7 1 (0.98%) IIS
7 1 (0.98%) WildFly
Applications
1 10 (9.80%) Spreadsheet
2 4 (3.92%) Microsoft Excel
Business Applications
1 9 (8.82%) Markit EDM
Cloud Services
1 53 (51.96%) Amazon AWS
2 35 (34.31%) Microsoft Azure
3 27 (26.47%) GitHub
4 13 (12.75%) SaaS
5 10 (9.80%) Datadog
6 9 (8.82%) OpenShift
7 8 (7.84%) IaaS
8 6 (5.88%) CloudBees
8 6 (5.88%) Slack
8 6 (5.88%) Trello
9 5 (4.90%) AWS CloudFormation
10 4 (3.92%) Route 53
11 3 (2.94%) Amazon EC2
11 3 (2.94%) Amazon S3
11 3 (2.94%) Amazon SQS
11 3 (2.94%) CloudFront
11 3 (2.94%) Virtual Private Cloud
12 2 (1.96%) AWS Elastic Beanstalk
12 2 (1.96%) Cloud Computing
13 1 (0.98%) NuGet
Communications & Networking
1 19 (18.63%) TCP/IP
2 10 (9.80%) Firewall
3 9 (8.82%) DNS
3 9 (8.82%) HTTP
3 9 (8.82%) LAN
3 9 (8.82%) SMTP
3 9 (8.82%) VPN
4 8 (7.84%) WAN
5 6 (5.88%) Wireless
6 2 (1.96%) Software-Defined Networking
7 1 (0.98%) Cisco ASA
7 1 (0.98%) Kerberos
7 1 (0.98%) Network Security
7 1 (0.98%) Reverse Proxy
Database & Business Intelligence
1 20 (19.61%) Redis
2 13 (12.75%) Hadoop
2 13 (12.75%) SQL Server
3 12 (11.76%) Relational Database
4 11 (10.78%) Apache Cassandra
4 11 (10.78%) MySQL
5 10 (9.80%) Big Data
5 10 (9.80%) SQL Server 2008
6 9 (8.82%) Data Lake
6 9 (8.82%) NoSQL
6 9 (8.82%) SQL Server Integration Services
7 8 (7.84%) InfluxDB
8 6 (5.88%) Amazon Aurora
8 6 (5.88%) Amazon DynamoDB
8 6 (5.88%) MongoDB
9 3 (2.94%) Amazon RDS
10 1 (0.98%) Apache Hive
10 1 (0.98%) Hazelcast
10 1 (0.98%) Informix
10 1 (0.98%) OpenTSDB
Development Applications
1 73 (71.57%) Jenkins
2 42 (41.18%) Git (software)
3 41 (40.20%) TeamCity
4 28 (27.45%) Maven
5 26 (25.49%) Bitbucket
5 26 (25.49%) Sonatype Nexus
6 24 (23.53%) Gradle
7 21 (20.59%) Octopus Deploy
8 17 (16.67%) JMeter
9 16 (15.69%) JIRA
9 16 (15.69%) NUnit
10 15 (14.71%) GoCD
11 13 (12.75%) Selenium
11 13 (12.75%) SonarQube
12 12 (11.76%) Atlassian Bamboo
13 11 (10.78%) SoapUI
13 11 (10.78%) Team Foundation Server
14 10 (9.80%) Moq
14 10 (9.80%) NCrunch
14 10 (9.80%) ReSharper
General
1 20 (19.61%) Retail
2 15 (14.71%) Finance
3 3 (2.94%) Banking
3 3 (2.94%) Front Office
4 1 (0.98%) Investment Banking
Job Titles
1 22 (21.57%) Developer
1 22 (21.57%) DevOps Engineer
2 17 (16.67%) Senior Developer
3 12 (11.76%) Integration Engineer
3 12 (11.76%) Python Engineer
4 11 (10.78%) Cloud Engineer
5 10 (9.80%) Architect
5 10 (9.80%) C# Developer
5 10 (9.80%) DevOps Architect
5 10 (9.80%) Senior C# Developer
6 9 (8.82%) Java Developer
7 8 (7.84%) Data Engineer
8 7 (6.86%) AWS DevOps
8 7 (6.86%) Lead Developer
8 7 (6.86%) Machine Learning Engineer
8 7 (6.86%) Senior Java Developer
9 6 (5.88%) Angular Developer
9 6 (5.88%) HTML Developer
9 6 (5.88%) JavaScript Developer
9 6 (5.88%) Principal Engineer
Libraries, Frameworks & Software Standards
1 22 (21.57%) Elastic Stack
1 22 (21.57%) REST
2 18 (17.65%) Node.js
3 14 (13.73%) Kafka
4 12 (11.76%) HTML
5 11 (10.78%) .NET
5 11 (10.78%) AngularJS
5 11 (10.78%) CSS
5 11 (10.78%) Django
5 11 (10.78%) Flask
5 11 (10.78%) HTML5
5 11 (10.78%) LDAP
5 11 (10.78%) React
6 10 (9.80%) ASP.NET Web API
6 10 (9.80%) Middleware
6 10 (9.80%) MSMQ
6 10 (9.80%) WCF
6 10 (9.80%) WebSphere MQ
6 10 (9.80%) WinForms
6 10 (9.80%) WPF
Miscellaneous
1 26 (25.49%) Public Cloud
2 23 (22.55%) Analytical Skills
3 13 (12.75%) Computer Science
4 11 (10.78%) Data Structures
5 10 (9.80%) EPoS
5 10 (9.80%) Fixed Income
6 8 (7.84%) Fintech
7 7 (6.86%) Algorithms
7 7 (6.86%) Private Cloud
8 5 (4.90%) Derivative
8 5 (4.90%) Foreign Exchange (FX)
9 4 (3.92%) Data Centre
10 2 (1.96%) Digital Media
10 2 (1.96%) Greenfield Project
10 2 (1.96%) Hedge funds
11 1 (0.98%) Self-Motivation
11 1 (0.98%) Smart Meter
Operating Systems
1 38 (37.25%) Linux
2 12 (11.76%) Windows
3 6 (5.88%) VMS
4 3 (2.94%) Unix
4 3 (2.94%) Windows Server
5 1 (0.98%) Android
5 1 (0.98%) Apple iOS
5 1 (0.98%) Oracle Linux
5 1 (0.98%) Ubuntu
5 1 (0.98%) Windows Server 2008
Processes & Methodologies
1 51 (50.00%) Agile Software Development
2 45 (44.12%) Continuous Integration
3 39 (38.24%) Continuous Delivery
4 37 (36.27%) Configuration Management
5 34 (33.33%) DevOps
6 32 (31.37%) Software Engineering
7 22 (21.57%) TDD
8 21 (20.59%) Test Automation
9 20 (19.61%) Analytics
10 19 (18.63%) Problem-Solving
11 17 (16.67%) Build Automation
11 17 (16.67%) Continuous Improvement
12 15 (14.71%) Data Science
12 15 (14.71%) Software Delivery
13 14 (13.73%) E-Commerce
13 14 (13.73%) Release Management
14 13 (12.75%) Machine Learning
14 13 (12.75%) Mathematics
14 13 (12.75%) SDLC
15 12 (11.76%) Change Control
Programming Languages
1 59 (57.84%) Python
2 45 (44.12%) SQL
3 36 (35.29%) Java
4 24 (23.53%) PowerShell
5 20 (19.61%) Bash Shell
5 20 (19.61%) Ruby
6 18 (17.65%) Groovy
7 16 (15.69%) Go
8 12 (11.76%) JavaScript
9 11 (10.78%) Scala
10 10 (9.80%) C#
10 10 (9.80%) Shell Script
11 7 (6.86%) PHP
12 5 (4.90%) VBA
13 4 (3.92%) Perl
14 1 (0.98%) C
14 1 (0.98%) PL/SQL
14 1 (0.98%) T-SQL
14 1 (0.98%) VB
14 1 (0.98%) VBScript
Qualifications
1 24 (23.53%) Degree
2 13 (12.75%) Computer Science Degree
3 4 (3.92%) Master's Degree
4 1 (0.98%) Security Cleared
Quality Assurance & Compliance
1 8 (7.84%) PCI DSS
2 6 (5.88%) Sarbanes-Oxley
3 3 (2.94%) QA
4 1 (0.98%) Data Quality
System Software
1 59 (57.84%) Docker
2 9 (8.82%) Hyper-V
3 8 (7.84%) VMware Infrastructure
4 2 (1.96%) Virtual Machines
5 1 (0.98%) Active Directory
5 1 (0.98%) XenServer
Systems Management
1 41 (40.20%) Ansible
2 29 (28.43%) Opscode Chef
3 27 (26.47%) Terraform
4 20 (19.61%) Grafana
5 19 (18.63%) Kubernetes
6 17 (16.67%) Prometheus
6 17 (16.67%) Salt
7 15 (14.71%) Puppet
8 10 (9.80%) Consul
9 9 (8.82%) logstash
10 8 (7.84%) Capistrano
10 8 (7.84%) Nagios
10 8 (7.84%) ZABBIX
11 2 (1.96%) Packer
12 1 (0.98%) BladeLogic
12 1 (0.98%) Kibana
12 1 (0.98%) SCOM
Vendors
1 19 (18.63%) New Relic
2 17 (16.67%) VMware
3 15 (14.71%) Oracle
4 10 (9.80%) DevExpress
4 10 (9.80%) Microsoft
4 10 (9.80%) MuleSoft
4 10 (9.80%) Splunk
5 9 (8.82%) Google
6 6 (5.88%) Adobe
7 2 (1.96%) Cognizant
7 2 (1.96%) IBM
7 2 (1.96%) PagerDuty
7 2 (1.96%) Red Hat
8 1 (0.98%) AppDynamics
8 1 (0.98%) BMC
8 1 (0.98%) Centrify
8 1 (0.98%) Guidewire
8 1 (0.98%) Informatica
8 1 (0.98%) MapR
8 1 (0.98%) ServiceNow