Period
to 19 July 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 19 July 2019 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 804 1016 1031
Rank change year-on-year +212 +15 +87
Permanent jobs citing Artifactory 284 193 172
As % of all permanent IT jobs advertised in the UK 0.19% 0.11% 0.097%
As % of the Development Applications category 1.01% 0.54% 0.47%
Number of salaries quoted 209 140 101
UK median annual salary £72,500 £65,000 £60,000
Median salary % change year-on-year +11.54% +8.33% +14.29%
10th Percentile £36,450 £37,000 £38,750
90th Percentile £113,000 £95,000 £87,500
UK excluding London median annual salary £50,000 £45,000 £47,730
% change year-on-year +11.11% -5.72% +6.07%

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 28,193 35,850 36,267
As % of all permanent IT jobs advertised in the UK 19.31% 20.59% 20.41%
Number of salaries quoted 22,389 29,054 29,928
UK median annual salary £51,500 £50,000 £47,500
Median salary % change year-on-year +3.00% +5.26% -
10th Percentile £32,500 £32,500 £31,000
90th Percentile £82,500 £77,500 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +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 19 July 2019.

Salary histogram for Artifactory in the UK

Artifactory
Top 14 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 19 July 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 +196 268 £72,500 +3.57% 38
London +154 177 £85,000 +6.25% 20
UK excluding London +87 104 £50,000 +11.11% 18
Midlands +47 34 £55,000 +26.44% 3
West Midlands +51 33 £55,000 +29.41% 2
South West +19 23 £62,138 +3.56% 3
North of England +21 17 £45,000 - 6
North West +30 14 £45,000 - 6
Scotland +1 13 £42,500 +21.43%
East of England +84 11 £50,000 +5.26% 3
South East +8 6 £55,000 - 3
North East +11 2 £37,500 -54.55%
East Midlands +18 1 - - 1
Yorkshire +10 1 £90,000 +104.55%

For the 6 months to 19 July 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.

1 230 (80.99%) Jenkins
2 213 (75.00%) DevOps
3 195 (68.66%) Amazon AWS
4 183 (64.44%) Java
5 177 (62.32%) Agile Software Development
6 171 (60.21%) Software Engineering
7 170 (59.86%) Terraform
8 145 (51.06%) Git (software)
9 140 (49.30%) Ansible
10 133 (46.83%) Python
11 131 (46.13%) Docker
12 119 (41.90%) Kubernetes
13 106 (37.32%) JavaScript
14 103 (36.27%) Finance
15 100 (35.21%) Amazon Redshift
16 93 (32.75%) Microsoft Azure
17 90 (31.69%) Serverless
18 89 (31.34%) Analytics
19 88 (30.99%) Bitbucket
19 88 (30.99%) GitLab
20 87 (30.63%) AWS Lambda
20 87 (30.63%) Linux
21 83 (29.23%) SQL
22 81 (28.52%) AngularJS
23 78 (27.46%) Amazon SQS
23 78 (27.46%) Maven
24 74 (26.06%) Microservices
25 73 (25.70%) Web Services
26 71 (25.00%) Asset Management
27 70 (24.65%) Scrum

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 51 (17.96%) SAS
2 30 (10.56%) Apache Spark
3 17 (5.99%) Confluence
4 9 (3.17%) Elasticsearch
5 8 (2.82%) WildFly
6 7 (2.46%) nginx
6 7 (2.46%) OpenStack
7 4 (1.41%) JBoss
7 4 (1.41%) Mule
7 4 (1.41%) WebSphere
8 3 (1.06%) Adobe Experience Manager
8 3 (1.06%) IIS
9 2 (0.70%) Apache
9 2 (0.70%) Tomcat
9 2 (0.70%) WebLogic
10 1 (0.35%) Cloud Foundry
10 1 (0.35%) CMS
10 1 (0.35%) IBM Notes
10 1 (0.35%) Jetty
10 1 (0.35%) WebSphere Application Server
Applications
1 2 (0.70%) Adobe Premiere
2 1 (0.35%) Microsoft Office
Business Applications
1 7 (2.46%) Teamcenter
2 5 (1.76%) NetSuite
3 3 (1.06%) CA PPM
4 2 (0.70%) PolarLake
Cloud Services
1 195 (68.66%) Amazon AWS
2 93 (32.75%) Microsoft Azure
3 90 (31.69%) Serverless
4 87 (30.63%) AWS Lambda
5 78 (27.46%) Amazon SQS
6 70 (24.65%) Amazon EC2
7 69 (24.30%) Amazon S3
8 60 (21.13%) OpenShift
9 49 (17.25%) Amazon ECS
10 42 (14.79%) AWS Elastic Beanstalk
11 37 (13.03%) Google Cloud Platform
12 28 (9.86%) PaaS
13 22 (7.75%) AWS CloudFormation
14 19 (6.69%) CloudFront
15 18 (6.34%) Apigee
16 16 (5.63%) AWS Fargate
17 13 (4.58%) GitHub
18 7 (2.46%) Power Platform
19 6 (2.11%) Virtual Private Cloud
20 5 (1.76%) Kong
Communications & Networking
1 18 (6.34%) Firewall
2 11 (3.87%) TCP/IP
3 7 (2.46%) DNS
4 6 (2.11%) VPN
5 4 (1.41%) DSL
5 4 (1.41%) HTTP
6 3 (1.06%) SSL
7 2 (0.70%) HTTPS
7 2 (0.70%) Kerberos
8 1 (0.35%) CDMA
8 1 (0.35%) Cisco Nexus
8 1 (0.35%) GSM
8 1 (0.35%) Internet
8 1 (0.35%) LAN
8 1 (0.35%) LTE
8 1 (0.35%) Reverse Proxy
8 1 (0.35%) UMTS
8 1 (0.35%) WAN
Database & Business Intelligence
1 100 (35.21%) Amazon Redshift
2 67 (23.59%) Hadoop
3 57 (20.07%) Pentaho
4 50 (17.61%) Amazon RDS
5 36 (12.68%) PostgreSQL
6 34 (11.97%) Big Data
6 34 (11.97%) MongoDB
6 34 (11.97%) Relational Database
7 31 (10.92%) NoSQL
8 27 (9.51%) Oracle Database
9 23 (8.10%) Amazon Aurora
10 22 (7.75%) Data Warehouse
10 22 (7.75%) SQL Server
11 19 (6.69%) Amazon DynamoDB
11 19 (6.69%) Apache Hive
12 16 (5.63%) Amazon Athena
12 16 (5.63%) Base SAS
12 16 (5.63%) SAS Data Integration Studio
12 16 (5.63%) SAS Enterprise Guide
12 16 (5.63%) SAS Visual Analytics
Development Applications
1 230 (80.99%) Jenkins
2 145 (51.06%) Git (software)
3 88 (30.99%) Bitbucket
3 88 (30.99%) GitLab
4 78 (27.46%) Maven
5 43 (15.14%) Sonatype Nexus
6 24 (8.45%) Gradle
7 23 (8.10%) Atlassian Bamboo
8 22 (7.75%) JIRA
9 21 (7.39%) Selenium
9 21 (7.39%) SonarQube
10 19 (6.69%) JUnit
10 19 (6.69%) Travis CI
11 17 (5.99%) TeamCity
12 14 (4.93%) GoCD
12 14 (4.93%) Subversion
13 12 (4.23%) Vagrant
14 11 (3.87%) Hudson
14 11 (3.87%) JMeter
15 10 (3.52%) Octopus Deploy
General
1 103 (36.27%) Finance
2 20 (7.04%) Banking
3 16 (5.63%) Front Office
3 16 (5.63%) Games
4 11 (3.87%) Retail
5 5 (1.76%) Marketing
6 3 (1.06%) Telecoms
7 2 (0.70%) Electronics
7 2 (0.70%) Financial Institution
7 2 (0.70%) Manufacturing
8 1 (0.35%) Advertising
Job Titles
1 91 (32.04%) Developer
2 51 (17.96%) JavaScript Developer
3 50 (17.61%) Software Engineer
4 47 (16.55%) AWS Developer
5 41 (14.44%) DevOps Engineer
6 39 (13.73%) Front End Developer (Client-Side Developer)
7 38 (13.38%) AWS Engineer
8 36 (12.68%) Angular Developer
9 32 (11.27%) UI Developer
10 28 (9.86%) JavaScript Engineer
10 28 (9.86%) Python Engineer
11 23 (8.10%) Data Engineer
12 22 (7.75%) Administrator
12 22 (7.75%) UI Engineer
13 19 (6.69%) Java Developer
14 17 (5.99%) Python Developer
15 15 (5.28%) Author
15 15 (5.28%) Technical Author
16 14 (4.93%) Data Scientist
17 13 (4.58%) Platform Engineer
Libraries, Frameworks & Software Standards
1 81 (28.52%) AngularJS
2 73 (25.70%) Web Services
3 66 (23.24%) J2EE
4 47 (16.55%) React
5 42 (14.79%) Vue.js
6 40 (14.08%) Kafka
7 37 (13.03%) Node.js
8 32 (11.27%) J2SE
9 27 (9.51%) Elastic Stack
10 22 (7.75%) CSS
10 22 (7.75%) HTML
10 22 (7.75%) Spring
11 21 (7.39%) HTML5
12 20 (7.04%) Pandas
13 18 (6.34%) CSS3
14 16 (5.63%) PySpark
14 16 (5.63%) pytest
15 14 (4.93%) .NET
16 12 (4.23%) Spring Cloud
17 11 (3.87%) REST
Miscellaneous
1 26 (9.15%) Hedge funds
2 21 (7.39%) Analytical Skills
3 17 (5.99%) Greenfield Project
4 15 (5.28%) Mobile App
5 14 (4.93%) Fixed Income
6 10 (3.52%) Virtual Team
7 7 (2.46%) User Experience
8 5 (1.76%) Enterprise Cloud
8 5 (1.76%) Public Cloud
9 4 (1.41%) Cloud Native
9 4 (1.41%) Linux Command Line
9 4 (1.41%) Self-Motivation
10 3 (1.06%) Smartphone
11 2 (0.70%) Data Centre
11 2 (0.70%) Hybrid Cloud
11 2 (0.70%) Management Information System
11 2 (0.70%) PKI
12 1 (0.35%) Derivative
12 1 (0.35%) Enterprise Software
12 1 (0.35%) Replication
Operating Systems
1 87 (30.63%) Linux
2 53 (18.66%) Unix
3 14 (4.93%) Windows
4 10 (3.52%) Red Hat Enterprise Linux
5 5 (1.76%) Mac OS
6 4 (1.41%) CentOS
7 3 (1.06%) Kali Linux
7 3 (1.06%) Solaris
8 2 (0.70%) Android
8 2 (0.70%) Apple iOS
8 2 (0.70%) CoreOS
8 2 (0.70%) VMS
8 2 (0.70%) Windows Server
Processes & Methodologies
1 213 (75.00%) DevOps
2 177 (62.32%) Agile Software Development
3 171 (60.21%) Software Engineering
4 89 (31.34%) Analytics
5 74 (26.06%) Microservices
6 71 (25.00%) Asset Management
7 70 (24.65%) Scrum
8 63 (22.18%) Continuous Integration
9 62 (21.83%) Data Analytics
10 52 (18.31%) Data Engineering
11 48 (16.90%) Open Source
12 44 (15.49%) Deployment Automation
12 44 (15.49%) Front End Development
13 41 (14.44%) Mentoring
13 41 (14.44%) Sprint Planning
13 41 (14.44%) Sprint Retrospective
14 39 (13.73%) Process Improvement
15 37 (13.03%) Infrastructure as Code
15 37 (13.03%) Release Management
16 32 (11.27%) Artificial Intelligence
Programming Languages
1 183 (64.44%) Java
2 133 (46.83%) Python
3 106 (37.32%) JavaScript
4 83 (29.23%) SQL
5 51 (17.96%) Bash Shell
6 35 (12.32%) PL/SQL
7 24 (8.45%) TypeScript
8 22 (7.75%) Go
9 21 (7.39%) C++
10 20 (7.04%) Ruby
11 13 (4.58%) C
11 13 (4.58%) R
12 12 (4.23%) Scala
13 9 (3.17%) Java 8
14 8 (2.82%) C#
14 8 (2.82%) Perl
15 7 (2.46%) PowerShell
16 6 (2.11%) Shell Script
17 4 (1.41%) Groovy
18 2 (0.70%) MATLAB
Qualifications
1 44 (15.49%) Degree
2 24 (8.45%) AWS Certification
3 17 (5.99%) Computer Science Degree
4 7 (2.46%) SC Cleared
4 7 (2.46%) Security Cleared
5 4 (1.41%) ISTQB
6 2 (0.70%) DBS Check
6 2 (0.70%) Numerate Degree
6 2 (0.70%) PhD
7 1 (0.35%) CCNA
7 1 (0.35%) Cisco Certification
7 1 (0.35%) MCP
7 1 (0.35%) RHCSA
Quality Assurance & Compliance
1 5 (1.76%) QA
2 1 (0.35%) Data Quality
2 1 (0.35%) PCI DSS
2 1 (0.35%) PMO
System Software
1 131 (46.13%) Docker
2 9 (3.17%) VMware Infrastructure
3 8 (2.82%) Apache ZooKeeper
3 8 (2.82%) Virtual Machines
4 4 (1.41%) Active Directory
5 2 (0.70%) VirtualBox
5 2 (0.70%) vSphere
6 1 (0.35%) Apache Flume
6 1 (0.35%) HDFS
Systems Management
1 170 (59.86%) Terraform
2 140 (49.30%) Ansible
3 119 (41.90%) Kubernetes
4 28 (9.86%) Puppet
5 18 (6.34%) Hadoop YARN
5 18 (6.34%) Opscode Chef
6 16 (5.63%) Ambari
7 14 (4.93%) logstash
8 13 (4.58%) Kibana
8 13 (4.58%) Prometheus
9 10 (3.52%) Packer
10 9 (3.17%) HAProxy
11 6 (2.11%) Graphite
11 6 (2.11%) Icinga
11 6 (2.11%) Salt
12 5 (1.76%) Mesos
12 5 (1.76%) Sysdig
13 4 (1.41%) Nagios
14 3 (1.06%) Nessus
14 3 (1.06%) Nmap
Vendors
1 53 (18.66%) Cloudera
2 52 (18.31%) Oracle
3 32 (11.27%) VMware
4 30 (10.56%) Google
5 23 (8.10%) Hortonworks
6 16 (5.63%) Splunk
7 14 (4.93%) Microsoft
8 11 (3.87%) Veracode
9 10 (3.52%) Atlassian
10 5 (1.76%) Adyen
10 5 (1.76%) Recurly
10 5 (1.76%) Salesforce.com
10 5 (1.76%) Tableau
11 4 (1.41%) CA Agile Central
11 4 (1.41%) Dynatrace
11 4 (1.41%) PagerDuty
11 4 (1.41%) SolarWinds
12 3 (1.06%) Adobe
12 3 (1.06%) Percona
12 3 (1.06%) Red Hat