Period
to 5 April 2020

The following table provides summary statistics for permanent job vacancies 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 5 April 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
5 Apr 2020
Same period 2019 Same period 2018
Rank 725 909 1021
Rank change year-on-year +184 +112 +16
Permanent jobs citing Artifactory 272 214 185
As % of all permanent jobs advertised in the UK 0.23% 0.14% 0.10%
As % of the Development Applications category 1.21% 0.72% 0.50%
Number of salaries quoted 225 185 139
Median annual salary £72,500 £72,500 £55,000
Median salary % change year-on-year - +31.82% -4.85%
10th Percentile £42,500 £31,250 £26,500
90th Percentile £143,750 £114,000 £95,000
UK excluding London median annual salary £56,000 £45,000 £45,000
% change year-on-year +24.44% - -10.00%

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 with a requirement for development application skills.

All Development Application Skills
UK
Permanent vacancies with a requirement for development application skills 22,482 29,718 36,640
As % of all permanent IT jobs advertised in the UK 19.29% 19.92% 20.67%
Number of salaries quoted 17,734 23,616 30,067
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £33,750 £32,000 £31,250
90th Percentile £85,000 £80,250 £76,250
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Artifactory
Job Vacancy Trend

Job postings citing Artifactory as a proportion of all IT jobs advertised.

Job vacancy trend for Artifactory in the UK

Artifactory
Salary Trend

3-month moving average salary quoted in jobs citing Artifactory.

Salary trend for Artifactory in the UK

Artifactory
Salary Histogram

Salary distribution for jobs citing Artifactory over the 6 months to 5 April 2020.

Salary histogram for Artifactory in the UK

Artifactory
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the UK over the 6 months to 5 April 2020. 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
England +196 268 £71,000 -16.47% 30
London +117 160 £110,000 +29.41% 20
UK excluding London +160 112 £56,000 +24.44% 11
Midlands +70 42 £57,500 +27.78% 4
South East +75 30 £50,000 -9.09% 1
West Midlands +59 29 £60,690 +15.60% 4
North of England +82 16 £55,000 +18.92% 1
North West +62 13 £55,000 +22.22%
East Midlands +43 13 £52,500 +16.67%
East of England +69 12 £70,000 -22.22% 4
South West +52 8 £51,593 -26.30%
Work from Home +2 7 £55,000 -35.29%
Scotland +5 3 £72,500 +70.59% 1
North East - 3 £33,000 -
Wales - 1 - -

For the 6 months to 5 April 2020, 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 with a requirement for Artifactory.

1 183 (67.28%) AWS
2 179 (65.81%) Docker
3 177 (65.07%) Java
4 173 (63.60%) Agile Software Development
5 159 (58.46%) Jenkins
6 152 (55.88%) DevOps
7 142 (52.21%) SQL
7 142 (52.21%) Finance
8 138 (50.74%) Python
9 136 (50.00%) Kubernetes
10 134 (49.26%) Ansible
11 132 (48.53%) Azure
12 116 (42.65%) Git (software)
13 110 (40.44%) Terraform
14 100 (36.76%) Microservices
15 96 (35.29%) Open Source
16 90 (33.09%) JavaScript
17 88 (32.35%) Linux
18 87 (31.99%) Public Cloud
19 86 (31.62%) Scrum
20 85 (31.25%) AngularJS
21 84 (30.88%) OpenShift
22 83 (30.51%) Web Services
23 82 (30.15%) Greenfield Project
24 79 (29.04%) Analytics
25 78 (28.68%) JIRA
25 78 (28.68%) Decision-Making
26 77 (28.31%) Asset Management
27 76 (27.94%) Maven
28 72 (26.47%) Fixed Income

Artifactory
Co-occurring IT Skills 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 45 (16.54%) Confluence
2 26 (9.56%) Tomcat
3 18 (6.62%) SAS
4 11 (4.04%) IIS
5 10 (3.68%) Apache Solr
6 8 (2.94%) JBoss
7 7 (2.57%) WildFly
8 5 (1.84%) Apache
8 5 (1.84%) Apache Spark
9 4 (1.47%) Adobe Experience Manager
10 3 (1.10%) CMS
10 3 (1.10%) Elasticsearch
11 2 (0.74%) Cloud Foundry
11 2 (0.74%) Jupyter
11 2 (0.74%) nginx
12 1 (0.37%) Jetty
12 1 (0.37%) OpenStack
Business Applications
1 1 (0.37%) Oracle Cash Management
1 1 (0.37%) Sentinel
Cloud Services
1 183 (67.28%) AWS
2 132 (48.53%) Azure
3 84 (30.88%) OpenShift
4 66 (24.26%) GCP
5 48 (17.65%) Amazon EC2
6 38 (13.97%) AWS Lambda
6 38 (13.97%) Serverless
7 31 (11.40%) Amazon ECS
8 30 (11.03%) Amazon S3
8 30 (11.03%) AWS CloudFormation
9 29 (10.66%) Amazon SQS
10 27 (9.93%) GitHub
11 17 (6.25%) Amazon EKS
12 16 (5.88%) Slack
13 15 (5.51%) npm
14 8 (2.94%) SaaS
15 7 (2.57%) BlazeMeter
15 7 (2.57%) PaaS
16 5 (1.84%) AWS Elastic Beanstalk
16 5 (1.84%) Virtual Private Cloud
Communications & Networking
1 18 (6.62%) TCP/IP
2 17 (6.25%) SSL
3 12 (4.41%) DNS
3 12 (4.41%) Firewall
4 8 (2.94%) HTTP
5 3 (1.10%) HTTPS
6 2 (0.74%) LAN
6 2 (0.74%) VPN
6 2 (0.74%) WAN
7 1 (0.37%) BIG-IP
7 1 (0.37%) CDMA
7 1 (0.37%) Cisco Nexus
7 1 (0.37%) GSM
7 1 (0.37%) Internet
7 1 (0.37%) LTE
7 1 (0.37%) NetScaler
7 1 (0.37%) UMTS
7 1 (0.37%) Wireshark
Database & Business Intelligence
1 60 (22.06%) NoSQL
2 44 (16.18%) Amazon Redshift
3 42 (15.44%) Hadoop
4 30 (11.03%) Amazon RDS
5 29 (10.66%) MySQL
6 25 (9.19%) Pentaho
7 21 (7.72%) MongoDB
8 19 (6.99%) Redis
9 16 (5.88%) InfluxDB
10 15 (5.51%) SQL Server
11 14 (5.15%) Big Data
12 12 (4.41%) Amazon DynamoDB
13 9 (3.31%) Apache Cassandra
13 9 (3.31%) PostgreSQL
14 7 (2.57%) Ingres
15 6 (2.21%) Oracle Database
16 4 (1.47%) Amazon Aurora
16 4 (1.47%) Data Mining
16 4 (1.47%) Relational Database
17 3 (1.10%) Apache Hive
Development Applications
1 159 (58.46%) Jenkins
2 116 (42.65%) Git (software)
3 78 (28.68%) JIRA
4 76 (27.94%) Maven
5 58 (21.32%) Bitbucket
6 41 (15.07%) SonarQube
7 32 (11.76%) JUnit
8 31 (11.40%) GitLab
9 27 (9.93%) Ant
9 27 (9.93%) Sonatype Nexus
10 22 (8.09%) TeamCity
11 17 (6.25%) Selenium
12 16 (5.88%) Atlassian Bamboo
12 16 (5.88%) Octopus Deploy
13 12 (4.41%) Gradle
13 12 (4.41%) Visual Studio Team System
14 11 (4.04%) Zephyr
15 10 (3.68%) Bower
15 10 (3.68%) MSBuild
15 10 (3.68%) TestRail
General
1 142 (52.21%) Finance
2 72 (26.47%) Front Office
3 17 (6.25%) Banking
4 4 (1.47%) Marketing
5 3 (1.10%) Financial Institution
5 3 (1.10%) Games
5 3 (1.10%) Publishing
5 3 (1.10%) Retail
6 2 (0.74%) Automotive
6 2 (0.74%) Manufacturing
6 2 (0.74%) Public Sector
7 1 (0.37%) Telecoms
Job Titles
1 65 (23.90%) DevOps Engineer
2 58 (21.32%) Developer
3 39 (14.34%) Architect
4 35 (12.87%) Software Engineer
5 31 (11.40%) Senior Developer
6 28 (10.29%) Lead Architect
7 27 (9.93%) Data Engineer
8 26 (9.56%) Solutions Architect
9 25 (9.19%) AWS Engineer
10 24 (8.82%) Senior Software Engineer
11 23 (8.46%) Head of Engineering
11 23 (8.46%) Head of Finance
12 22 (8.09%) AWS Software Engineer
12 22 (8.09%) Python Developer
12 22 (8.09%) Senior Software Developer
13 21 (7.72%) AWS Developer
13 21 (7.72%) Lead Solutions Architect
13 21 (7.72%) Python Engineer
13 21 (7.72%) Python Software Engineer
13 21 (7.72%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 85 (31.25%) AngularJS
2 83 (30.51%) Web Services
3 71 (26.10%) Node.js
4 69 (25.37%) React
5 66 (24.26%) .NET
6 32 (11.76%) CSS
7 31 (11.40%) Elastic Stack
8 30 (11.03%) Kafka
9 24 (8.82%) HTML
10 23 (8.46%) Spring
11 20 (7.35%) RabbitMQ
12 18 (6.62%) HTML5
13 14 (5.15%) Hibernate
13 14 (5.15%) JPA
13 14 (5.15%) LAMP
14 13 (4.78%) Protocol Buffers
15 10 (3.68%) HornetQ
15 10 (3.68%) JMS
15 10 (3.68%) Lucene
16 9 (3.31%) Java EE
Miscellaneous
1 87 (31.99%) Public Cloud
2 82 (30.15%) Greenfield Project
3 72 (26.47%) Fixed Income
4 56 (20.59%) Hedge funds
5 52 (19.12%) Blog
6 50 (18.38%) Derivative
6 50 (18.38%) Equities
6 50 (18.38%) Equity Derivative
7 21 (7.72%) Analytical Skills
8 8 (2.94%) Enterprise Software
9 7 (2.57%) User Experience
10 6 (2.21%) Hybrid Cloud
10 6 (2.21%) Linux Command Line
11 5 (1.84%) Algorithms
11 5 (1.84%) CESG
11 5 (1.84%) Cloud Native
11 5 (1.84%) Management Information System
12 4 (1.47%) Mobile App
12 4 (1.47%) PMI
12 4 (1.47%) SWIFT
Operating Systems
1 88 (32.35%) Linux
2 42 (15.44%) Unix
3 39 (14.34%) Windows
4 24 (8.82%) CentOS
5 17 (6.25%) Windows Server
6 14 (5.15%) Debian
7 9 (3.31%) CoreOS
7 9 (3.31%) Red Hat Enterprise Linux
8 6 (2.21%) Windows Server 2012
8 6 (2.21%) Windows Server 2016
9 4 (1.47%) Android
9 4 (1.47%) Apple iOS
9 4 (1.47%) Embedded Linux
10 3 (1.10%) Ubuntu
11 1 (0.37%) Mesosphere
Processes & Methodologies
1 173 (63.60%) Agile Software Development
2 152 (55.88%) DevOps
3 100 (36.76%) Microservices
4 96 (35.29%) Open Source
5 86 (31.62%) Scrum
6 79 (29.04%) Analytics
7 78 (28.68%) Decision-Making
8 77 (28.31%) Asset Management
9 69 (25.37%) Migration
10 67 (24.63%) Software Engineering
11 64 (23.53%) Continuous Integration
12 63 (23.16%) Data Analytics
13 56 (20.59%) Wealth Management
14 53 (19.49%) Portfolio Management
15 50 (18.38%) Investment Management
16 35 (12.87%) Infrastructure as Code
17 34 (12.50%) Test Automation
18 32 (11.76%) Configuration Management
18 32 (11.76%) Problem-Solving
18 32 (11.76%) SDLC
Programming Languages
1 177 (65.07%) Java
2 142 (52.21%) SQL
3 138 (50.74%) Python
4 90 (33.09%) JavaScript
5 71 (26.10%) R
6 54 (19.85%) C++
7 34 (12.50%) PL/SQL
8 27 (9.93%) Bash Shell
9 22 (8.09%) C#
10 14 (5.15%) TypeScript
11 13 (4.78%) C
11 13 (4.78%) Java 8
11 13 (4.78%) T-SQL
12 11 (4.04%) PowerShell
13 9 (3.31%) Go
14 7 (2.57%) ES6
14 7 (2.57%) Ruby
14 7 (2.57%) Scala
15 6 (2.21%) Groovy
16 4 (1.47%) Objective-C
Qualifications
1 17 (6.25%) Degree
2 6 (2.21%) SC Cleared
2 6 (2.21%) Security Cleared
3 5 (1.84%) CESG Certified Professional
4 4 (1.47%) Computer Science Degree
4 4 (1.47%) PMI Certification
5 3 (1.10%) Numerate Degree
5 3 (1.10%) OCP
5 3 (1.10%) Oracle Certification
6 2 (0.74%) Microsoft Certification
7 1 (0.37%) CCNA
7 1 (0.37%) Cisco Certification
7 1 (0.37%) ISTQB
7 1 (0.37%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 21 (7.72%) QA
2 4 (1.47%) PCI DSS
2 4 (1.47%) SEPA
3 3 (1.10%) GDPR
System Software
1 179 (65.81%) Docker
2 19 (6.99%) Apache ZooKeeper
3 7 (2.57%) vSphere
4 6 (2.21%) Active Directory
5 5 (1.84%) GlusterFS
5 5 (1.84%) VirtualBox
6 4 (1.47%) VMware Infrastructure
7 2 (0.74%) HDFS
7 2 (0.74%) VMware ESXi
7 2 (0.74%) VMware NSX
8 1 (0.37%) Veritas Cluster Server
8 1 (0.37%) Virtual Machines
Systems Management
1 136 (50.00%) Kubernetes
2 134 (49.26%) Ansible
3 110 (40.44%) Terraform
4 35 (12.87%) Puppet
5 20 (7.35%) Opscode Chef
6 18 (6.62%) Packer
7 16 (5.88%) Grafana
8 10 (3.68%) Docker Swarm
9 7 (2.57%) Nagios
10 6 (2.21%) Galera Cluster
10 6 (2.21%) OpenNebula
11 5 (1.84%) OSSEC
12 4 (1.47%) Kibana
12 4 (1.47%) Prometheus
12 4 (1.47%) Salt
13 2 (0.74%) Consul
13 2 (0.74%) Hadoop YARN
13 2 (0.74%) MOM
13 2 (0.74%) Oozie
14 1 (0.37%) CA Single Sign-On
Vendors
1 55 (20.22%) Oracle
2 29 (10.66%) Cloudera
3 23 (8.46%) Red Hat
4 20 (7.35%) Google
5 13 (4.78%) Atlassian
5 13 (4.78%) Splunk
6 12 (4.41%) Microsoft
7 10 (3.68%) Black Duck
7 10 (3.68%) VMware
8 9 (3.31%) New Relic
9 7 (2.57%) Hitachi
10 6 (2.21%) Dynatrace
10 6 (2.21%) ServiceNow
11 4 (1.47%) Adobe
11 4 (1.47%) Citrix
11 4 (1.47%) Confluent
11 4 (1.47%) Veracode
12 3 (1.10%) AppDynamics
12 3 (1.10%) Hortonworks
12 3 (1.10%) Informatica