Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 6 May 2021

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 6 May 2021 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
6 May 2021		 Same period 2020 Same period 2019
Rank 591 699 891
Rank change year-on-year +108 +192 +139
Permanent jobs citing Artifactory 306 253 224
As % of all permanent jobs advertised in the UK 0.35% 0.25% 0.15%
As % of the Development Applications category 1.76% 1.27% 0.77%
Number of salaries quoted 248 206 169
10th Percentile £48,750 £42,500 £31,250
25th Percentile £61,250 £55,639 £41,250
Median annual salary (50th Percentile) £75,000 £77,500 £77,500
Median % change year-on-year -3.23% - +29.17%
75th Percentile £95,000 £118,750 £95,000
90th Percentile £105,000 £143,750 £116,000
UK excluding London median annual salary £60,350 £59,000 £45,375
% change year-on-year +2.29% +30.03% +0.83%

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 17,424 19,894 29,195
As % of all permanent IT jobs advertised in the UK 19.78% 19.47% 19.87%
Number of salaries quoted 13,474 15,865 23,268
10th Percentile £36,000 £33,750 £32,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £73,750 £71,250 £67,500
90th Percentile £87,500 £85,000 £81,250
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 6 May 2021.

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 6 May 2021. 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 +105 273 £80,000 +3.23% 29
London +94 170 £85,000 -22.73% 16
UK excluding London +100 126 £60,350 +2.29% 16
Work from Home -116 46 £62,500 +25.00% 1
South West +5 31 £60,000 +16.30% 2
South East +66 30 £75,000 +50.00% 4
Midlands -1 20 £62,500 +2.98%
West Midlands -7 20 £62,500 -10.71%
North West +34 15 £70,000 +21.74% 5
North of England +17 15 £70,000 +27.27% 6
Wales +41 13 £34,000 -22.73%
Scotland +1 8 £51,250 -29.31% 4
Northern Ireland - 6 £52,500 -
East of England +23 3 - -

For the 6 months to 6 May 2021, 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.

1 212 (69.28%) DevOps
2 206 (67.32%) Agile Software Development
3 203 (66.34%) Jenkins
4 183 (59.80%) Docker
5 163 (53.27%) Git (software)
5 163 (53.27%) Java
6 159 (51.96%) Finance
7 152 (49.67%) Python
8 149 (48.69%) Kubernetes
9 135 (44.12%) Azure
10 132 (43.14%) Terraform
11 128 (41.83%) Microservices
12 127 (41.50%) AWS
13 119 (38.89%) Ansible
14 112 (36.60%) Social Skills
15 107 (34.97%) Scrum
16 101 (33.01%) GitLab
16 101 (33.01%) Infrastructure as Code
17 97 (31.70%) Linux
18 96 (31.37%) JIRA
19 92 (30.07%) SQL
20 87 (28.43%) Software Engineering
21 85 (27.78%) JavaScript
22 77 (25.16%) SQL Server
22 77 (25.16%) Continuous Integration
23 76 (24.84%) Amazon ECS
24 73 (23.86%) GitHub
24 73 (23.86%) Serverless
25 72 (23.53%) Banking
26 71 (23.20%) Degree

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 49 (16.01%) Confluence
2 40 (13.07%) Apache
3 23 (7.52%) Elasticsearch
4 18 (5.88%) Tomcat
5 13 (4.25%) GemFire
5 13 (4.25%) WebSphere
6 11 (3.59%) Apache Spark
6 11 (3.59%) Oracle SOA Suite
7 10 (3.27%) Adobe Experience Manager
8 9 (2.94%) FileNet
8 9 (2.94%) LiveCycle
8 9 (2.94%) SAS
9 5 (1.63%) Apache Pulsar
9 5 (1.63%) nginx
10 4 (1.31%) Apache Airflow
10 4 (1.31%) GlassFish
10 4 (1.31%) JBoss
10 4 (1.31%) OpenStack
11 1 (0.33%) IIS
11 1 (0.33%) Jetty
Applications
1 22 (7.19%) Microsoft Office
2 11 (3.59%) InVision
3 1 (0.33%) Microsoft Excel
Business Applications
1 4 (1.31%) IBM Operational Decision Manager
Cloud Services
1 135 (44.12%) Azure
2 127 (41.50%) AWS
3 76 (24.84%) Amazon ECS
4 73 (23.86%) GitHub
4 73 (23.86%) Serverless
5 63 (20.59%) GCP
6 32 (10.46%) AWS Lambda
7 31 (10.13%) OpenShift
8 29 (9.48%) Apigee
9 14 (4.58%) PaaS
10 13 (4.25%) Amazon Kinesis
11 10 (3.27%) Azure Active Directory
12 6 (1.96%) Amazon EC2
12 6 (1.96%) SaaS
13 5 (1.63%) Amazon CloudWatch
13 5 (1.63%) Amazon S3
13 5 (1.63%) AWS CloudFormation
13 5 (1.63%) Cloud Computing
13 5 (1.63%) Route 53
13 5 (1.63%) Virtual Private Cloud
Communications & Networking
1 11 (3.59%) DNS
2 10 (3.27%) HTTP
3 7 (2.29%) TCP/IP
4 6 (1.96%) Firewall
4 6 (1.96%) FTP
4 6 (1.96%) IMAP
4 6 (1.96%) SMTP
5 5 (1.63%) OpenVPN
6 3 (0.98%) DMZ
7 2 (0.65%) DSL
7 2 (0.65%) SSL
8 1 (0.33%) DHCP
8 1 (0.33%) Internet
8 1 (0.33%) Network Security
8 1 (0.33%) VPN
Database & Business Intelligence
1 77 (25.16%) SQL Server
2 56 (18.30%) PostgreSQL
3 41 (13.40%) MongoDB
4 40 (13.07%) MySQL
5 34 (11.11%) Amazon Redshift
6 22 (7.19%) NoSQL
7 21 (6.86%) Relational Database
8 14 (4.58%) Hadoop
9 10 (3.27%) Big Data
10 9 (2.94%) SQL Server Reporting Services
11 8 (2.61%) MariaDB
11 8 (2.61%) Oracle Database
11 8 (2.61%) Pentaho
12 5 (1.63%) Amazon RDS
12 5 (1.63%) HBase
12 5 (1.63%) RDBMS
12 5 (1.63%) Redis
13 3 (0.98%) Azure SQL Database
14 2 (0.65%) Apache Cassandra
15 1 (0.33%) Amazon DynamoDB
Development Applications
1 203 (66.34%) Jenkins
2 163 (53.27%) Git (software)
3 101 (33.01%) GitLab
4 96 (31.37%) JIRA
5 71 (23.20%) TeamCity
6 61 (19.93%) Maven
7 59 (19.28%) Sonatype Nexus
8 55 (17.97%) Bitbucket
9 53 (17.32%) SonarQube
10 36 (11.76%) Gradle
11 33 (10.78%) Octopus Deploy
12 32 (10.46%) JUnit
13 31 (10.13%) Subversion
14 22 (7.19%) Mocha
15 21 (6.86%) Mockito
16 19 (6.21%) Selenium
17 18 (5.88%) Cypress.io
17 18 (5.88%) Rational DOORS
17 18 (5.88%) Rational Rhapsody
18 17 (5.56%) Cucumber
General
1 159 (51.96%) Finance
2 112 (36.60%) Social Skills
3 72 (23.53%) Banking
4 34 (11.11%) Analytical Skills
5 12 (3.92%) Law
6 11 (3.59%) Front Office
7 10 (3.27%) Public Sector
8 9 (2.94%) Marketing
9 8 (2.61%) Electronics
9 8 (2.61%) Manufacturing
9 8 (2.61%) Telecoms
10 7 (2.29%) Investment Banking
11 5 (1.63%) Billing
11 5 (1.63%) Legal
11 5 (1.63%) Retail
12 4 (1.31%) Avionics
12 4 (1.31%) Financial Institution
12 4 (1.31%) Private Banking
12 4 (1.31%) Public Speaking
13 2 (0.65%) Games
Job Titles
1 84 (27.45%) DevOps Engineer
2 80 (26.14%) Developer
3 70 (22.88%) AWS Engineer
4 54 (17.65%) Software Engineer
5 46 (15.03%) Java Developer
5 46 (15.03%) Site Reliability Engineer
6 41 (13.40%) Python Engineer
6 41 (13.40%) Site Engineer
7 29 (9.48%) Java Engineer
8 25 (8.17%) Java Software Developer
8 25 (8.17%) Java Software Engineer
9 24 (7.84%) AWS Developer
9 24 (7.84%) AWS Software Engineer
9 24 (7.84%) Developer/Software Engineer
9 24 (7.84%) SQL Developer
10 23 (7.52%) Lead DevOps
11 19 (6.21%) Front End Developer (Client-Side Developer)
12 15 (4.90%) Full Stack Developer
13 14 (4.58%) Senior DevOps
13 14 (4.58%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 71 (23.20%) Web Services
2 49 (16.01%) React
3 46 (15.03%) Spring
4 42 (13.73%) Node.js
5 38 (12.42%) Kafka
6 36 (11.76%) CSS
7 35 (11.44%) AngularJS
7 35 (11.44%) OAuth
8 34 (11.11%) REST
9 27 (8.82%) Swagger
10 26 (8.50%) gRPC
10 26 (8.50%) JSON
11 23 (7.52%) Elastic Stack
12 21 (6.86%) HTML
12 21 (6.86%) Twitter Bootstrap
13 18 (5.88%) RabbitMQ
13 18 (5.88%) XML
14 17 (5.56%) RESTful
15 14 (4.58%) Redux
16 13 (4.25%) JSP
Miscellaneous
1 63 (20.59%) Greenfield Project
2 25 (8.17%) Hedge funds
3 24 (7.84%) N-Tier
4 22 (7.19%) User Experience
5 15 (4.90%) Self-Motivation
6 11 (3.59%) Cloud Native
6 11 (3.59%) Enterprise Software
7 10 (3.27%) Linux Command Line
8 9 (2.94%) Derivative
8 9 (2.94%) Management Information System
8 9 (2.94%) Video\Live Streaming
9 8 (2.61%) Market Risk
10 7 (2.29%) Data Centre
11 6 (1.96%) Equity Derivative
11 6 (1.96%) Hybrid Cloud
12 5 (1.63%) Blog
13 4 (1.31%) Mobile App
13 4 (1.31%) Online Banking
13 4 (1.31%) Social Media
14 3 (0.98%) Public Cloud
Operating Systems
1 97 (31.70%) Linux
2 66 (21.57%) Windows
3 49 (16.01%) Windows Server
4 16 (5.23%) Unix
5 13 (4.25%) CentOS
6 6 (1.96%) Red Hat Enterprise Linux
7 5 (1.63%) Ubuntu
7 5 (1.63%) Windows Server 2016
8 3 (0.98%) AIX
8 3 (0.98%) CoreOS
8 3 (0.98%) Solaris
8 3 (0.98%) Windows Server 2012
9 2 (0.65%) Windows 10
10 1 (0.33%) Embedded Linux
Processes & Methodologies
1 212 (69.28%) DevOps
2 206 (67.32%) Agile Software Development
3 128 (41.83%) Microservices
4 107 (34.97%) Scrum
5 101 (33.01%) Infrastructure as Code
6 87 (28.43%) Software Engineering
7 77 (25.16%) Continuous Integration
8 63 (20.59%) Continuous Delivery
9 62 (20.26%) Asset Management
9 62 (20.26%) Computer Science
10 61 (19.93%) Configuration Management
11 60 (19.61%) SDLC
12 58 (18.95%) Site Reliability Engineering
13 51 (16.67%) Kanban
14 42 (13.73%) Deployment Automation
15 41 (13.40%) Scaled Agile Framework
16 40 (13.07%) Test Automation
16 40 (13.07%) UML
17 39 (12.75%) Software Testing
18 38 (12.42%) Problem-Solving
Programming Languages
1 163 (53.27%) Java
2 152 (49.67%) Python
3 92 (30.07%) SQL
4 85 (27.78%) JavaScript
5 43 (14.05%) PowerShell
6 37 (12.09%) Bash Shell
7 34 (11.11%) Ruby
8 31 (10.13%) C#
9 28 (9.15%) Java 8
10 19 (6.21%) C++
10 19 (6.21%) PL/SQL
11 18 (5.88%) Go
12 15 (4.90%) Shell Script
13 13 (4.25%) Groovy
14 10 (3.27%) Perl
15 9 (2.94%) T-SQL
15 9 (2.94%) TypeScript
16 6 (1.96%) R
17 4 (1.31%) C
18 3 (0.98%) Scala
Qualifications
1 71 (23.20%) Degree
2 39 (12.75%) Security Cleared
3 34 (11.11%) SC Cleared
4 24 (7.84%) Computer Science Degree
5 22 (7.19%) ITIL Foundation Certificate
6 5 (1.63%) OCP
6 5 (1.63%) Oracle Certification
Quality Assurance & Compliance
1 1 (0.33%) QA
System Software
1 183 (59.80%) Docker
2 48 (15.69%) VMware Infrastructure
3 12 (3.92%) Virtual Machines
4 10 (3.27%) Active Directory
5 6 (1.96%) vSphere
6 5 (1.63%) HDFS
6 5 (1.63%) Postfix
7 1 (0.33%) Apache ZooKeeper
Systems Management
1 149 (48.69%) Kubernetes
2 132 (43.14%) Terraform
3 119 (38.89%) Ansible
4 64 (20.92%) Prometheus
5 56 (18.30%) Grafana
6 55 (17.97%) Opscode Chef
6 55 (17.97%) Puppet
7 28 (9.15%) Rancher
8 11 (3.59%) Docker Swarm
9 8 (2.61%) Consul
9 8 (2.61%) Graylog
9 8 (2.61%) Icinga
10 7 (2.29%) Packer
11 5 (1.63%) Munin
11 5 (1.63%) Nagios
12 4 (1.31%) Ambari
12 4 (1.31%) Hadoop YARN
13 2 (0.65%) Kibana
13 2 (0.65%) Salt
14 1 (0.33%) ITRS Geneos
Vendors
1 71 (23.20%) Microsoft
2 60 (19.61%) IBM
3 53 (17.32%) Oracle
4 52 (16.99%) VMware
5 29 (9.48%) Atlassian
5 29 (9.48%) Google
6 22 (7.19%) Salesforce.com
7 12 (3.92%) Cloudera
7 12 (3.92%) Okta
8 10 (3.27%) Adobe
9 9 (2.94%) ILOG
9 9 (2.94%) Kofax
10 8 (2.61%) SAP
10 8 (2.61%) Talend
11 6 (1.96%) ServiceNow
12 5 (1.63%) FNZ
12 5 (1.63%) Hortonworks
12 5 (1.63%) Lets Encrypt
12 5 (1.63%) Splunk
12 5 (1.63%) Veracode