Period
to 6 April 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 6 April 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 687 910 1005
Rank change year-on-year +223 +95 +27
Permanent jobs citing Artifactory 269 186 163
As % of all permanent jobs advertised in England 0.25% 0.13% 0.098%
As % of the Development Applications category 1.29% 0.68% 0.47%
Number of salaries quoted 224 160 119
Median annual salary £71,000 £85,000 £60,000
Median salary % change year-on-year -16.47% +41.67% -
10th Percentile £42,500 £31,250 £41,650
90th Percentile £143,750 £121,250 £95,500
UK median annual salary £71,750 £72,500 £55,000
% change year-on-year -1.03% +31.82% -5.17%

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 England with a requirement for development application skills.

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 20,858 27,364 34,462
As % of all permanent IT jobs advertised in England 19.33% 19.77% 20.74%
Number of salaries quoted 16,599 21,875 28,457
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £33,750 £32,500 £32,000
90th Percentile £85,000 £81,250 £77,500
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Artifactory
Job Vacancy Trend in England

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

Job vacancy trend for Artifactory in England

Artifactory
Salary Trend in England

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

Salary trend for Artifactory in England

Artifactory
Salary Histogram in England

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

Salary histogram for Artifactory in England

Artifactory
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the England region over the 6 months to 6 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
London +125 160 £110,000 +29.41% 22
Midlands +71 42 £57,500 +27.78% 4
South East +76 31 £50,000 -9.09% 1
West Midlands +57 29 £60,690 +15.60% 4
North of England +86 16 £55,000 +18.92% 1
North West +49 13 £55,000 +22.22%
East Midlands +44 13 £52,500 +16.67%
East of England +63 12 £70,000 -22.22% 3
South West +48 8 £51,593 -26.30%
North East - 3 £33,000 -
Artifactory
UK

For the 6 months to 6 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 across the England region with a requirement for Artifactory.

1 182 (67.66%) AWS
2 177 (65.80%) Java
3 176 (65.43%) Docker
4 170 (63.20%) Agile Software Development
5 159 (59.11%) Jenkins
6 148 (55.02%) DevOps
7 142 (52.79%) SQL
8 141 (52.42%) Finance
9 136 (50.56%) Python
10 134 (49.81%) Kubernetes
11 131 (48.70%) Ansible
12 130 (48.33%) Azure
13 114 (42.38%) Git (software)
14 109 (40.52%) Terraform
15 101 (37.55%) Microservices
16 94 (34.94%) Open Source
17 90 (33.46%) JavaScript
18 87 (32.34%) Public Cloud
19 86 (31.97%) Scrum
20 85 (31.60%) Linux
20 85 (31.60%) AngularJS
21 83 (30.86%) OpenShift
21 83 (30.86%) Web Services
22 82 (30.48%) Greenfield Project
23 79 (29.37%) JIRA
24 78 (29.00%) Analytics
24 78 (29.00%) Decision-Making
25 77 (28.62%) Asset Management
26 76 (28.25%) Maven
27 72 (26.77%) Fixed Income

Artifactory
Co-occurring IT Skills in England 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 46 (17.10%) Confluence
2 25 (9.29%) Tomcat
3 18 (6.69%) SAS
4 10 (3.72%) Apache Solr
4 10 (3.72%) IIS
5 8 (2.97%) JBoss
6 7 (2.60%) WildFly
7 5 (1.86%) Apache Spark
8 4 (1.49%) Adobe Experience Manager
8 4 (1.49%) Apache
9 3 (1.12%) CMS
10 2 (0.74%) Jupyter
11 1 (0.37%) Cloud Foundry
11 1 (0.37%) Elasticsearch
11 1 (0.37%) Jetty
11 1 (0.37%) nginx
11 1 (0.37%) OpenStack
Cloud Services
1 182 (67.66%) AWS
2 130 (48.33%) Azure
3 83 (30.86%) OpenShift
4 66 (24.54%) GCP
5 48 (17.84%) Amazon EC2
6 38 (14.13%) AWS Lambda
6 38 (14.13%) Serverless
7 31 (11.52%) Amazon ECS
8 30 (11.15%) Amazon S3
8 30 (11.15%) AWS CloudFormation
9 29 (10.78%) Amazon SQS
10 26 (9.67%) GitHub
11 17 (6.32%) Amazon EKS
12 16 (5.95%) Slack
13 15 (5.58%) npm
14 7 (2.60%) BlazeMeter
14 7 (2.60%) SaaS
15 6 (2.23%) PaaS
16 5 (1.86%) Route 53
16 5 (1.86%) Virtual Private Cloud
Communications & Networking
1 18 (6.69%) TCP/IP
2 17 (6.32%) SSL
3 12 (4.46%) DNS
4 11 (4.09%) Firewall
5 8 (2.97%) HTTP
6 3 (1.12%) HTTPS
7 2 (0.74%) LAN
7 2 (0.74%) VPN
7 2 (0.74%) WAN
8 1 (0.37%) CDMA
8 1 (0.37%) Cisco Nexus
8 1 (0.37%) GSM
8 1 (0.37%) Internet
8 1 (0.37%) LTE
8 1 (0.37%) UMTS
8 1 (0.37%) Wireshark
Database & Business Intelligence
1 59 (21.93%) NoSQL
2 44 (16.36%) Amazon Redshift
3 40 (14.87%) Hadoop
4 30 (11.15%) Amazon RDS
5 29 (10.78%) MySQL
6 25 (9.29%) Pentaho
7 21 (7.81%) MongoDB
8 18 (6.69%) Redis
9 16 (5.95%) InfluxDB
10 15 (5.58%) SQL Server
11 14 (5.20%) Big Data
12 11 (4.09%) Amazon DynamoDB
13 9 (3.35%) Apache Cassandra
14 7 (2.60%) Ingres
14 7 (2.60%) PostgreSQL
15 6 (2.23%) Oracle Database
16 4 (1.49%) Amazon Aurora
16 4 (1.49%) Data Mining
16 4 (1.49%) Relational Database
17 3 (1.12%) Impala
Development Applications
1 159 (59.11%) Jenkins
2 114 (42.38%) Git (software)
3 79 (29.37%) JIRA
4 76 (28.25%) Maven
5 57 (21.19%) Bitbucket
6 41 (15.24%) SonarQube
7 32 (11.90%) JUnit
8 29 (10.78%) GitLab
9 27 (10.04%) Ant
10 26 (9.67%) Sonatype Nexus
11 21 (7.81%) TeamCity
12 16 (5.95%) Atlassian Bamboo
12 16 (5.95%) Selenium
13 15 (5.58%) Octopus Deploy
14 12 (4.46%) Gradle
14 12 (4.46%) Visual Studio Team System
15 10 (3.72%) ANTLR
15 10 (3.72%) JMeter
15 10 (3.72%) MSBuild
15 10 (3.72%) Team Foundation Server
General
1 141 (52.42%) Finance
2 72 (26.77%) Front Office
3 16 (5.95%) Banking
4 4 (1.49%) Marketing
5 3 (1.12%) Financial Institution
5 3 (1.12%) Games
5 3 (1.12%) Publishing
5 3 (1.12%) 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 61 (22.68%) DevOps Engineer
2 58 (21.56%) Developer
3 39 (14.50%) Architect
4 35 (13.01%) Software Engineer
5 31 (11.52%) Senior Developer
6 28 (10.41%) Lead Architect
7 27 (10.04%) Data Engineer
8 26 (9.67%) Solutions Architect
9 25 (9.29%) AWS Engineer
10 24 (8.92%) Senior Software Engineer
11 23 (8.55%) Head of Engineering
11 23 (8.55%) Head of Finance
12 22 (8.18%) AWS Software Engineer
12 22 (8.18%) Python Developer
12 22 (8.18%) Senior Software Developer
13 21 (7.81%) AWS Developer
13 21 (7.81%) Developer/Software Engineer
13 21 (7.81%) Lead Solutions Architect
13 21 (7.81%) Python Software Engineer
13 21 (7.81%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 85 (31.60%) AngularJS
2 83 (30.86%) Web Services
3 72 (26.77%) Node.js
4 69 (25.65%) React
5 65 (24.16%) .NET
6 32 (11.90%) CSS
7 30 (11.15%) Elastic Stack
8 28 (10.41%) Kafka
9 24 (8.92%) HTML
10 23 (8.55%) Spring
11 20 (7.43%) RabbitMQ
12 18 (6.69%) HTML5
13 14 (5.20%) Hibernate
13 14 (5.20%) JPA
13 14 (5.20%) LAMP
14 13 (4.83%) Protocol Buffers
15 10 (3.72%) HornetQ
15 10 (3.72%) JMS
15 10 (3.72%) Lucene
16 9 (3.35%) REST
Miscellaneous
1 87 (32.34%) Public Cloud
2 82 (30.48%) Greenfield Project
3 72 (26.77%) Fixed Income
4 56 (20.82%) Hedge funds
5 52 (19.33%) Blog
6 50 (18.59%) Derivative
6 50 (18.59%) Equities
6 50 (18.59%) Equity Derivative
7 21 (7.81%) Analytical Skills
8 8 (2.97%) Enterprise Software
9 7 (2.60%) User Experience
10 6 (2.23%) Hybrid Cloud
10 6 (2.23%) Linux Command Line
11 5 (1.86%) Algorithms
11 5 (1.86%) CESG
11 5 (1.86%) Cloud Native
11 5 (1.86%) Management Information System
12 4 (1.49%) Mobile App
12 4 (1.49%) PMI
12 4 (1.49%) SWIFT
Operating Systems
1 85 (31.60%) Linux
2 41 (15.24%) Unix
3 38 (14.13%) Windows
4 24 (8.92%) CentOS
5 16 (5.95%) Windows Server
6 14 (5.20%) Debian
7 9 (3.35%) CoreOS
8 8 (2.97%) Red Hat Enterprise Linux
9 6 (2.23%) Windows Server 2012
9 6 (2.23%) Windows Server 2016
10 4 (1.49%) Android
10 4 (1.49%) Apple iOS
10 4 (1.49%) Embedded Linux
11 2 (0.74%) Ubuntu
Processes & Methodologies
1 170 (63.20%) Agile Software Development
2 148 (55.02%) DevOps
3 101 (37.55%) Microservices
4 94 (34.94%) Open Source
5 86 (31.97%) Scrum
6 78 (29.00%) Analytics
6 78 (29.00%) Decision-Making
7 77 (28.62%) Asset Management
8 68 (25.28%) Migration
9 67 (24.91%) Software Engineering
10 63 (23.42%) Data Analytics
11 61 (22.68%) Continuous Integration
12 56 (20.82%) Wealth Management
13 53 (19.70%) Portfolio Management
14 50 (18.59%) Investment Management
15 35 (13.01%) Infrastructure as Code
16 34 (12.64%) Test Automation
17 32 (11.90%) Configuration Management
17 32 (11.90%) Problem-Solving
17 32 (11.90%) SDLC
Programming Languages
1 177 (65.80%) Java
2 142 (52.79%) SQL
3 136 (50.56%) Python
4 90 (33.46%) JavaScript
5 71 (26.39%) R
6 54 (20.07%) C++
7 34 (12.64%) PL/SQL
8 26 (9.67%) Bash Shell
9 22 (8.18%) C#
10 14 (5.20%) TypeScript
11 13 (4.83%) C
11 13 (4.83%) Java 8
11 13 (4.83%) T-SQL
12 11 (4.09%) PowerShell
13 7 (2.60%) ES6
13 7 (2.60%) Go
13 7 (2.60%) Ruby
13 7 (2.60%) Scala
14 6 (2.23%) Groovy
15 4 (1.49%) Objective-C
Qualifications
1 17 (6.32%) Degree
2 5 (1.86%) CESG Certified Professional
3 4 (1.49%) Computer Science Degree
3 4 (1.49%) PMI Certification
4 3 (1.12%) Numerate Degree
4 3 (1.12%) OCP
4 3 (1.12%) Oracle Certification
4 3 (1.12%) SC Cleared
4 3 (1.12%) Security Cleared
5 2 (0.74%) Microsoft Certification
6 1 (0.37%) CCNA
6 1 (0.37%) Cisco Certification
6 1 (0.37%) ISTQB
6 1 (0.37%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 21 (7.81%) QA
2 4 (1.49%) PCI DSS
2 4 (1.49%) SEPA
3 3 (1.12%) GDPR
System Software
1 176 (65.43%) Docker
2 17 (6.32%) Apache ZooKeeper
3 8 (2.97%) vSphere
4 6 (2.23%) Active Directory
5 5 (1.86%) GlusterFS
5 5 (1.86%) VirtualBox
5 5 (1.86%) VMware Infrastructure
6 2 (0.74%) HDFS
6 2 (0.74%) Virtual Machines
6 2 (0.74%) VMware ESXi
6 2 (0.74%) VMware NSX
7 1 (0.37%) Veritas Cluster Server
Systems Management
1 134 (49.81%) Kubernetes
2 131 (48.70%) Ansible
3 109 (40.52%) Terraform
4 32 (11.90%) Puppet
5 20 (7.43%) Opscode Chef
6 18 (6.69%) Packer
7 16 (5.95%) Grafana
8 10 (3.72%) Docker Swarm
9 6 (2.23%) Galera Cluster
9 6 (2.23%) Nagios
9 6 (2.23%) OpenNebula
10 5 (1.86%) OSSEC
11 4 (1.49%) Kibana
11 4 (1.49%) Prometheus
11 4 (1.49%) Salt
12 2 (0.74%) Hadoop YARN
12 2 (0.74%) MOM
12 2 (0.74%) Oozie
12 2 (0.74%) vCenter Server
13 1 (0.37%) logstash
Vendors
1 54 (20.07%) Oracle
2 29 (10.78%) Cloudera
3 23 (8.55%) Red Hat
4 19 (7.06%) Google
5 14 (5.20%) Atlassian
6 12 (4.46%) Splunk
7 11 (4.09%) VMware
8 10 (3.72%) Black Duck
8 10 (3.72%) Microsoft
9 8 (2.97%) New Relic
10 7 (2.60%) Hitachi
11 6 (2.23%) Dynatrace
11 6 (2.23%) ServiceNow
12 4 (1.49%) Adobe
12 4 (1.49%) Confluent
12 4 (1.49%) Veracode
13 3 (1.12%) Citrix
13 3 (1.12%) Informatica
13 3 (1.12%) Perforce
14 2 (0.74%) HP