Period
to 17 October 2019

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 17 October 2019 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
17 Oct 2019
Same period 2018 Same period 2017
Rank 753 999 1018
Rank change year-on-year +246 +19 +126
Permanent jobs citing Artifactory 321 172 183
As % of all permanent IT jobs advertised in the UK 0.23% 0.10% 0.10%
As % of the Development Applications category 1.24% 0.52% 0.51%
Number of salaries quoted 235 146 115
UK median annual salary £80,000 £65,000 £67,500
Median salary % change year-on-year +23.08% -3.70% +17.39%
10th Percentile £45,000 £39,750 £35,625
90th Percentile £140,000 £100,000 £100,000
UK excluding London median annual salary £50,000 £50,000 £50,000

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 25,885 33,033 35,870
As % of all permanent IT jobs advertised in the UK 18.87% 20.08% 20.48%
Number of salaries quoted 20,449 26,700 29,111
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% +0.00% +5.88%

Artifactory
Job Vacancy Trend

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

Job vacancy trend for Artifactory in the UK

Artifactory
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artifactory.

Salary trend for Artifactory in the UK

Artifactory
Salary Histogram

The salary distribution of IT jobs citing Artifactory over the 6 months to 17 October 2019.

Salary histogram for Artifactory in the UK

Artifactory
Top 12 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 17 October 2019. 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 +272 313 £80,000 +14.29% 36
London +179 204 £87,500 +9.38% 13
UK excluding London +135 113 £50,000 - 25
East of England - 34 £50,000 - 2
Midlands +49 24 £56,798 -9.12% 9
West Midlands +47 24 £56,798 +26.22% 6
South West +28 23 £62,138 +38.08%
North of England +40 22 £45,500 +1.11% 5
North West +60 20 £50,000 +11.11% 3
South East +26 6 £62,500 +13.64% 7
Scotland +2 4 £42,500 - 2
North East +9 2 £37,500 -54.55% 1

For the 6 months to 17 October 2019, 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.

1 245 (76.32%) DevOps
2 238 (74.14%) AWS
3 232 (72.27%) Agile Software Development
4 215 (66.98%) Jenkins
5 211 (65.73%) Java
6 210 (65.42%) Docker
7 197 (61.37%) Terraform
8 187 (58.26%) Software Engineering
9 163 (50.78%) Python
10 156 (48.60%) Kubernetes
11 152 (47.35%) Git (software)
12 143 (44.55%) Finance
13 122 (38.01%) Ansible
14 116 (36.14%) Asset Management
15 111 (34.58%) Microservices
15 111 (34.58%) Amazon EC2
16 108 (33.64%) Serverless
17 102 (31.78%) Azure
18 100 (31.15%) AWS Lambda
18 100 (31.15%) Web Services
19 95 (29.60%) Amazon Redshift
20 94 (29.28%) OpenShift
21 93 (28.97%) Linux
22 92 (28.66%) JavaScript
22 92 (28.66%) SQL
23 86 (26.79%) Amazon SQS
24 84 (26.17%) Amazon ECS
25 83 (25.86%) AngularJS
26 76 (23.68%) Bitbucket
26 76 (23.68%) Continuous Integration

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 39 (12.15%) SAS
2 32 (9.97%) Confluence
3 18 (5.61%) Apache Spark
4 14 (4.36%) nginx
5 10 (3.12%) IIS
5 10 (3.12%) WildFly
6 9 (2.80%) Elasticsearch
6 9 (2.80%) Tomcat
7 7 (2.18%) OpenStack
8 4 (1.25%) JBoss
9 3 (0.93%) Adobe Experience Manager
9 3 (0.93%) WebSphere
10 2 (0.62%) CMS
10 2 (0.62%) Jetty
10 2 (0.62%) Umbraco
11 1 (0.31%) Apache
11 1 (0.31%) Cloud Foundry
11 1 (0.31%) WebSphere Application Server
Applications
1 3 (0.93%) Adobe Premiere
Business Applications
1 7 (2.18%) Teamcenter
2 3 (0.93%) CA PPM
Cloud Services
1 238 (74.14%) AWS
2 111 (34.58%) Amazon EC2
3 108 (33.64%) Serverless
4 102 (31.78%) Azure
5 100 (31.15%) AWS Lambda
6 94 (29.28%) OpenShift
7 86 (26.79%) Amazon SQS
8 84 (26.17%) Amazon ECS
9 70 (21.81%) Amazon S3
10 60 (18.69%) GCP
11 59 (18.38%) AWS CloudFormation
12 18 (5.61%) GitHub
13 17 (5.30%) CloudFront
14 16 (4.98%) AWS Elastic Beanstalk
15 14 (4.36%) PaaS
16 13 (4.05%) Apigee
17 8 (2.49%) Amazon EKS
17 8 (2.49%) npm
17 8 (2.49%) Power Platform
18 7 (2.18%) AWS CodePipeline
Communications & Networking
1 36 (11.21%) TCP/IP
2 26 (8.10%) Firewall
3 24 (7.48%) DNS
4 13 (4.05%) SSL
5 5 (1.56%) HTTP
5 5 (1.56%) HTTPS
6 4 (1.25%) DSL
7 3 (0.93%) Cisco Nexus
7 3 (0.93%) Internet
8 2 (0.62%) Kerberos
9 1 (0.31%) Broadband
9 1 (0.31%) Reverse Proxy
9 1 (0.31%) VPN
9 1 (0.31%) Wi-Fi
Database & Business Intelligence
1 95 (29.60%) Amazon Redshift
2 67 (20.87%) Amazon RDS
3 51 (15.89%) Hadoop
4 45 (14.02%) Pentaho
5 36 (11.21%) MongoDB
6 34 (10.59%) SQL Server
7 29 (9.03%) Big Data
7 29 (9.03%) Relational Database
8 25 (7.79%) Data Warehouse
8 25 (7.79%) NoSQL
8 25 (7.79%) PostgreSQL
9 19 (5.92%) Oracle Database
10 18 (5.61%) Amazon DynamoDB
11 17 (5.30%) Amazon Aurora
12 13 (4.05%) Apache Cassandra
12 13 (4.05%) Apache Hive
13 8 (2.49%) Base SAS
13 8 (2.49%) BusinessObjects XI
13 8 (2.49%) Redis
13 8 (2.49%) SAS Enterprise Guide
Development Applications
1 215 (66.98%) Jenkins
2 152 (47.35%) Git (software)
3 76 (23.68%) Bitbucket
4 71 (22.12%) Maven
5 61 (19.00%) GitLab
6 57 (17.76%) Sonatype Nexus
7 37 (11.53%) JIRA
8 31 (9.66%) Gradle
9 29 (9.03%) RStudio
9 29 (9.03%) TeamCity
10 28 (8.72%) SonarQube
11 27 (8.41%) JUnit
12 22 (6.85%) Atlassian Bamboo
12 22 (6.85%) Selenium
13 16 (4.98%) Travis CI
14 14 (4.36%) Octopus Deploy
15 13 (4.05%) JMeter
16 12 (3.74%) CircleCI
17 11 (3.43%) Ant
17 11 (3.43%) Subversion
General
1 143 (44.55%) Finance
2 66 (20.56%) Front Office
3 22 (6.85%) Banking
4 14 (4.36%) Retail
5 5 (1.56%) Telecoms
6 4 (1.25%) Marketing
7 3 (0.93%) Law
8 2 (0.62%) Games
8 2 (0.62%) Public Sector
9 1 (0.31%) Advertising
9 1 (0.31%) Automotive
9 1 (0.31%) Electronics
9 1 (0.31%) Manufacturing
Job Titles
1 130 (40.50%) Developer
2 63 (19.63%) DevOps Engineer
3 56 (17.45%) Software Engineer
4 51 (15.89%) JavaScript Developer
5 50 (15.58%) AWS Developer
6 49 (15.26%) UI Developer
7 43 (13.40%) Front End Developer (Client-Side Developer)
8 39 (12.15%) AWS Engineer
9 36 (11.21%) Java Developer
10 33 (10.28%) Agile Developer
10 33 (10.28%) HTML CSS Developer
10 33 (10.28%) HTML Developer
11 27 (8.41%) Python Developer
12 22 (6.85%) Python Engineer
12 22 (6.85%) Senior Software Engineer
13 21 (6.54%) AWS Software Engineer
13 21 (6.54%) J2EE Developer
13 21 (6.54%) Java Software Developer
13 21 (6.54%) Lead Java Developer
13 21 (6.54%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 100 (31.15%) Web Services
2 83 (25.86%) AngularJS
3 61 (19.00%) J2EE
4 53 (16.51%) React
5 48 (14.95%) Vue.js
6 46 (14.33%) CSS
6 46 (14.33%) HTML
7 41 (12.77%) J2SE
8 38 (11.84%) HTML5
9 35 (10.90%) CSS3
10 34 (10.59%) Kafka
11 29 (9.03%) .NET
11 29 (9.03%) Node.js
12 26 (8.10%) Elastic Stack
13 25 (7.79%) Spring
14 20 (6.23%) .NET Core
15 16 (4.98%) Hibernate
16 12 (3.74%) REST
17 11 (3.43%) RabbitMQ
18 10 (3.12%) PowerMock
Miscellaneous
1 75 (23.36%) Greenfield Project
2 72 (22.43%) Fixed Income
3 49 (15.26%) Hedge funds
4 21 (6.54%) Derivative
5 18 (5.61%) Mobile App
6 13 (4.05%) Analytical Skills
6 13 (4.05%) Enterprise Cloud
7 11 (3.43%) Public Cloud
7 11 (3.43%) User Experience
8 9 (2.80%) Equities
9 7 (2.18%) Linux Command Line
10 6 (1.87%) Data Centre
11 5 (1.56%) Blog
11 5 (1.56%) Equity Derivative
12 4 (1.25%) Foreign Exchange (FX)
13 3 (0.93%) Management Information System
13 3 (0.93%) Virtual Team
14 2 (0.62%) Algorithms
14 2 (0.62%) Data Structures
14 2 (0.62%) Hybrid Cloud
Operating Systems
1 93 (28.97%) Linux
2 54 (16.82%) Unix
3 29 (9.03%) Windows
4 18 (5.61%) CentOS
5 13 (4.05%) Android
5 13 (4.05%) Apple iOS
6 11 (3.43%) Windows Server
7 7 (2.18%) Embedded Linux
8 5 (1.56%) Red Hat Enterprise Linux
8 5 (1.56%) Ubuntu
9 2 (0.62%) VMS
10 1 (0.31%) Kali Linux
10 1 (0.31%) Mac OS X
10 1 (0.31%) Solaris
Processes & Methodologies
1 245 (76.32%) DevOps
2 232 (72.27%) Agile Software Development
3 187 (58.26%) Software Engineering
4 116 (36.14%) Asset Management
5 111 (34.58%) Microservices
6 76 (23.68%) Continuous Integration
7 66 (20.56%) Analytics
7 66 (20.56%) Scrum
8 58 (18.07%) Mentoring
9 49 (15.26%) Data Analytics
9 49 (15.26%) Decision-Making
10 45 (14.02%) Front End Development
11 41 (12.77%) Configuration Management
11 41 (12.77%) Deployment Automation
12 40 (12.46%) Open Source
12 40 (12.46%) TDD
12 40 (12.46%) Wealth Management
13 37 (11.53%) Data Engineering
14 35 (10.90%) Fund Management
15 31 (9.66%) Infrastructure as Code
Programming Languages
1 211 (65.73%) Java
2 163 (50.78%) Python
3 92 (28.66%) JavaScript
3 92 (28.66%) SQL
4 67 (20.87%) R
5 62 (19.31%) Bash Shell
6 47 (14.64%) TypeScript
7 42 (13.08%) Ruby
8 29 (9.03%) PL/SQL
9 24 (7.48%) C#
9 24 (7.48%) Perl
10 22 (6.85%) Go
11 18 (5.61%) C
12 13 (4.05%) C++
13 12 (3.74%) Java 8
13 12 (3.74%) PowerShell
14 10 (3.12%) Kotlin
15 7 (2.18%) ES6
15 7 (2.18%) Shell Script
15 7 (2.18%) T-SQL
Qualifications
1 20 (6.23%) Degree
2 12 (3.74%) Computer Science Degree
3 7 (2.18%) SC Cleared
3 7 (2.18%) Security Cleared
4 5 (1.56%) DBS Check
5 4 (1.25%) ISTQB
6 3 (0.93%) AWS Certification
6 3 (0.93%) CCNA
6 3 (0.93%) Cisco Certification
7 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 7 (2.18%) PCI DSS
1 7 (2.18%) QA
2 1 (0.31%) Data Quality
System Software
1 210 (65.42%) Docker
2 6 (1.87%) Apache ZooKeeper
3 5 (1.56%) Virtual Machines
3 5 (1.56%) VMware Infrastructure
4 2 (0.62%) Active Directory
4 2 (0.62%) VirtualBox
4 2 (0.62%) VMware ESXi
4 2 (0.62%) vSphere
4 2 (0.62%) Xen
5 1 (0.31%) Apache Flume
5 1 (0.31%) HDFS
Systems Management
1 197 (61.37%) Terraform
2 156 (48.60%) Kubernetes
3 122 (38.01%) Ansible
4 52 (16.20%) Puppet
5 26 (8.10%) Opscode Chef
6 17 (5.30%) logstash
7 16 (4.98%) Kibana
8 13 (4.05%) Packer
9 12 (3.74%) Hadoop YARN
10 10 (3.12%) Ambari
11 9 (2.80%) Nagios
12 8 (2.49%) HAProxy
12 8 (2.49%) Mesos
13 5 (1.56%) Graphite
13 5 (1.56%) Prometheus
14 3 (0.93%) Grafana
14 3 (0.93%) Icinga
14 3 (0.93%) Single Sign-On
15 2 (0.62%) Docker Swarm
15 2 (0.62%) Rancher
Vendors
1 65 (20.25%) Google
2 48 (14.95%) Oracle
3 41 (12.77%) Cloudera
4 19 (5.92%) VMware
5 17 (5.30%) Microsoft
6 16 (4.98%) Splunk
7 15 (4.67%) Atlassian
8 14 (4.36%) Percona
9 13 (4.05%) Veracode
10 12 (3.74%) Hortonworks
11 10 (3.12%) SolarWinds
12 8 (2.49%) Black Duck
13 5 (1.56%) New Relic
13 5 (1.56%) Tableau
14 4 (1.25%) Dynatrace
14 4 (1.25%) SaltStack
15 3 (0.93%) Adobe
15 3 (0.93%) CA Agile Central
15 3 (0.93%) Coverity
15 3 (0.93%) Kony