Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 January 2022

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 24 January 2022 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
24 Jan 2022		 Same period 2021 Same period 2020
Rank 780 546 705
Rank change year-on-year -234 +159 +279
Permanent jobs citing Artifactory 298 237 345
As % of all permanent jobs advertised in the UK 0.23% 0.38% 0.27%
As % of the Development Applications category 1.18% 1.82% 1.42%
Number of salaries quoted 176 184 275
10th Percentile £62,500 £48,750 £42,500
25th Percentile £67,500 £54,750 £56,343
Median annual salary (50th Percentile) £82,500 £72,750 £82,500
Median % change year-on-year +13.40% -11.82% +50.00%
75th Percentile £115,625 £95,000 £121,250
90th Percentile £132,500 £131,250 £143,750
UK excluding London median annual salary £70,000 £57,500 £56,000
% change year-on-year +21.74% +2.68% +24.44%

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 25,310 13,043 24,353
As % of all permanent IT jobs advertised in the UK 19.66% 20.70% 19.36%
Number of salaries quoted 15,311 10,875 19,342
10th Percentile £37,500 £35,250 £33,000
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +10.00%
75th Percentile £77,500 £71,250 £70,000
90th Percentile £93,750 £83,750 £85,000
UK excluding London median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +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 24 January 2022.

Salary histogram for Artifactory in the UK

Artifactory
Top 16 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 24 January 2022. 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
Jobs
England -224 270 £85,000 +6.25% 40
London -222 150 £95,000 +11.76% 19
UK excluding London -147 139 £70,000 +21.74% 24
South East -52 83 £70,000 +3.70% 4
North of England -96 24 £70,000 - 4
North West -83 17 £70,000 - 3
Scotland -54 15 £90,000 +115.57% 3
Work from Home -221 11 £70,000 +12.00% 6
North East - 7 - - 1
Midlands -114 6 £125,000 +108.33% 3
Wales -46 5 £55,000 +64.18%
West Midlands -88 5 - - 3
South West -65 4 £53,750 -6.52%
Northern Ireland -29 2 £68,750 +30.95% 1
East of England - 1 £52,500 - 9
East Midlands - 1 £125,000 -

For the 6 months to 24 January 2022, 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.

1 231 (77.52%) CI/CD
2 228 (76.51%) DevOps
3 216 (72.48%) Java
4 212 (71.14%) Jenkins
5 204 (68.46%) AWS
6 194 (65.10%) Finance
7 189 (63.42%) Agile Software Development
8 175 (58.72%) Docker
9 163 (54.70%) Kubernetes
10 154 (51.68%) Git (software)
11 152 (51.01%) Azure
12 145 (48.66%) Microservices
13 139 (46.64%) GCP
14 130 (43.62%) Terraform
15 127 (42.62%) Python
16 116 (38.93%) Software Engineering
17 101 (33.89%) Node.js
18 100 (33.56%) Amazon ECS
19 97 (32.55%) Linux
20 90 (30.20%) GitHub
21 89 (29.87%) Site Reliability Engineering
22 87 (29.19%) Sonatype Nexus
23 83 (27.85%) Serverless
23 83 (27.85%) AngularJS
24 81 (27.18%) Kafka
24 81 (27.18%) Spring
25 80 (26.85%) GitLab
25 80 (26.85%) Deployment Automation
26 79 (26.51%) CSS
27 77 (25.84%) OpenShift

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 40 (13.42%) Apache
2 35 (11.74%) Apache Spark
3 31 (10.40%) GemFire
4 26 (8.72%) Confluence
5 22 (7.38%) Elasticsearch
6 15 (5.03%) Tomcat
7 8 (2.68%) Adobe Experience Manager
8 7 (2.35%) CMS
9 4 (1.34%) WebSphere
10 3 (1.01%) GlassFish
10 3 (1.01%) JBoss
10 3 (1.01%) nginx
11 2 (0.67%) Apache Airflow
11 2 (0.67%) Oracle SOA Suite
12 1 (0.34%) IBM HTTP Server
12 1 (0.34%) WebSphere Application Server
Applications
1 2 (0.67%) Chatbot
2 1 (0.34%) Microsoft Office
Business Applications
1 4 (1.34%) IBM Operational Decision Manager
2 2 (0.67%) Markit EDM
Cloud Services
1 204 (68.46%) AWS
2 152 (51.01%) Azure
3 139 (46.64%) GCP
4 100 (33.56%) Amazon ECS
5 90 (30.20%) GitHub
6 83 (27.85%) Serverless
7 77 (25.84%) OpenShift
8 57 (19.13%) Amazon Kinesis
9 33 (11.07%) AWS CloudFormation
10 30 (10.07%) Amazon EC2
10 30 (10.07%) Amazon SQS
10 30 (10.07%) AWS Lambda
11 25 (8.39%) Amazon S3
11 25 (8.39%) npm
12 17 (5.70%) IaaS
13 15 (5.03%) Apigee
14 8 (2.68%) SaaS
15 7 (2.35%) Cloud Computing
15 7 (2.35%) PaaS
16 6 (2.01%) Yarn
Communications & Networking
1 5 (1.68%) Firewall
2 4 (1.34%) Broadband
2 4 (1.34%) DSL
3 3 (1.01%) Network Security
4 2 (0.67%) DMZ
4 2 (0.67%) DNS
4 2 (0.67%) Kerberos
4 2 (0.67%) NFC
5 1 (0.34%) RTMP
5 1 (0.34%) SSL
5 1 (0.34%) VPN
Database & Business Intelligence
1 63 (21.14%) NoSQL
2 61 (20.47%) MongoDB
3 60 (20.13%) Relational Database
4 40 (13.42%) MariaDB
5 38 (12.75%) PostgreSQL
6 35 (11.74%) MySQL
7 31 (10.40%) HBase
7 31 (10.40%) Redis
8 29 (9.73%) SQL Server
9 25 (8.39%) Amazon RDS
10 22 (7.38%) Amazon Redshift
11 19 (6.38%) Big Data
12 14 (4.70%) RDBMS
13 10 (3.36%) Amazon DynamoDB
14 5 (1.68%) Amazon Aurora
14 5 (1.68%) Data Warehouse
14 5 (1.68%) Tableau
15 4 (1.34%) Apache Cassandra
16 2 (0.67%) Azure SQL Database
16 2 (0.67%) Tableau Server
Development Applications
1 212 (71.14%) Jenkins
2 154 (51.68%) Git (software)
3 87 (29.19%) Sonatype Nexus
4 80 (26.85%) GitLab
5 71 (23.83%) Maven
6 70 (23.49%) JUnit
7 58 (19.46%) Bitbucket
7 58 (19.46%) SonarQube
8 54 (18.12%) JIRA
9 45 (15.10%) Cucumber
10 44 (14.77%) Mockito
11 43 (14.43%) Gradle
12 39 (13.09%) Protractor
13 32 (10.74%) Cypress.io
13 32 (10.74%) Storybook
14 31 (10.40%) Eclipse
14 31 (10.40%) IntelliJ
15 23 (7.72%) TeamCity
16 21 (7.05%) Selenium
17 15 (5.03%) Subversion
General
1 194 (65.10%) Finance
2 62 (20.81%) Law
3 60 (20.13%) Inclusion and Diversity
4 53 (17.79%) Banking
5 26 (8.72%) Social Skills
6 22 (7.38%) Front Office
7 18 (6.04%) Public Sector
8 12 (4.03%) Analytical Skills
9 4 (1.34%) Retail
10 3 (1.01%) Public Speaking
11 2 (0.67%) Billing
11 2 (0.67%) Financial Institution
11 2 (0.67%) Influencing Skills
11 2 (0.67%) Telecoms
12 1 (0.34%) Advertising
12 1 (0.34%) Games
Job Titles
1 108 (36.24%) DevOps Engineer
2 68 (22.82%) Software Engineer
3 64 (21.48%) Developer
4 48 (16.11%) Site Engineer
4 48 (16.11%) Site Reliability Engineer
5 42 (14.09%) AWS DevOps
6 38 (12.75%) Senior DevOps
7 37 (12.42%) Java Developer
8 36 (12.08%) Cloud Engineer
9 22 (7.38%) Principal Engineer
9 22 (7.38%) Principal Software Engineer
10 21 (7.05%) J2EE Developer
10 21 (7.05%) Java/J2EE Developer
10 21 (7.05%) Lead Software Engineer
11 20 (6.71%) Infrastructure Engineer
12 19 (6.38%) Senior Developer
13 18 (6.04%) AWS DevOps Engineer
13 18 (6.04%) AWS Engineer
13 18 (6.04%) Senior Software Engineer
14 16 (5.37%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 101 (33.89%) Node.js
2 83 (27.85%) AngularJS
3 81 (27.18%) Kafka
3 81 (27.18%) Spring
4 79 (26.51%) CSS
5 61 (20.47%) RabbitMQ
6 56 (18.79%) J2EE
7 52 (17.45%) HTML
8 50 (16.78%) React
9 46 (15.44%) JSON
10 44 (14.77%) REST
11 42 (14.09%) HTML5
12 41 (13.76%) RESTful
13 39 (13.09%) WireMock
14 36 (12.08%) Spring Boot
15 34 (11.41%) jQuery
15 34 (11.41%) Twitter Bootstrap
16 32 (10.74%) Redux
17 31 (10.40%) Express
17 31 (10.40%) Tailwind CSS
Miscellaneous
1 51 (17.11%) Greenfield Project
2 38 (12.75%) Public Cloud
3 31 (10.40%) Linux Command Line
4 23 (7.72%) User Experience
5 16 (5.37%) Private Cloud
6 15 (5.03%) Enterprise Software
7 12 (4.03%) Cloud Native
8 8 (2.68%) Self-Motivation
9 6 (2.01%) Blog
10 4 (1.34%) Digital Media
10 4 (1.34%) Digital TV
10 4 (1.34%) Mobile App
10 4 (1.34%) PMI
10 4 (1.34%) Smart Energy
11 3 (1.01%) Data Centre
11 3 (1.01%) Hybrid Cloud
11 3 (1.01%) Legacy Applications
12 2 (0.67%) Algorithms
12 2 (0.67%) Data Structures
12 2 (0.67%) Social Media
Operating Systems
1 97 (32.55%) Linux
2 42 (14.09%) Unix
3 21 (7.05%) Windows
4 6 (2.01%) Debian
5 5 (1.68%) Android
5 5 (1.68%) Apple iOS
5 5 (1.68%) CentOS
6 4 (1.34%) Ubuntu
7 3 (1.01%) Windows Server
8 2 (0.67%) Embedded Linux
8 2 (0.67%) Red Hat Enterprise Linux
8 2 (0.67%) Windows Server 2012
8 2 (0.67%) Windows Server 2016
Processes & Methodologies
1 231 (77.52%) CI/CD
2 228 (76.51%) DevOps
3 189 (63.42%) Agile Software Development
4 145 (48.66%) Microservices
5 116 (38.93%) Software Engineering
6 89 (29.87%) Site Reliability Engineering
7 80 (26.85%) Deployment Automation
8 75 (25.17%) OO
9 71 (23.83%) Asset Management
10 69 (23.15%) Open Source
11 65 (21.81%) Infrastructure as Code
12 63 (21.14%) Computer Science
13 55 (18.46%) Full Stack Development
13 55 (18.46%) Software Deployment
14 54 (18.12%) Scrum
15 51 (17.11%) TDD
16 50 (16.78%) Continuous Integration
17 49 (16.44%) Software Testing
18 48 (16.11%) Observability
19 47 (15.77%) Clean Code
Programming Languages
1 216 (72.48%) Java
2 127 (42.62%) Python
3 63 (21.14%) SQL
4 52 (17.45%) Go
5 49 (16.44%) JavaScript
6 46 (15.44%) Shell Script
7 41 (13.76%) Groovy
8 20 (6.71%) PowerShell
9 19 (6.38%) TypeScript
10 17 (5.70%) C#
11 15 (5.03%) Bash
12 11 (3.69%) Java 8
13 5 (1.68%) Kotlin
13 5 (1.68%) T-SQL
14 4 (1.34%) Perl
15 3 (1.01%) Apple Swift
15 3 (1.01%) C
15 3 (1.01%) Objective-C
16 2 (0.67%) R
16 2 (0.67%) Scala
Qualifications
1 69 (23.15%) Degree
2 33 (11.07%) OCP
2 33 (11.07%) Oracle Certification
3 17 (5.70%) Security Cleared
4 16 (5.37%) Computer Science Degree
5 8 (2.68%) BPSS Clearance
5 8 (2.68%) SC Cleared
6 4 (1.34%) AWS Certification
6 4 (1.34%) PMI Certification
7 3 (1.01%) DBS Check
8 1 (0.34%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 23 (7.72%) QA
2 6 (2.01%) ISO/IEC 27001
3 5 (1.68%) PCI DSS
4 2 (0.67%) ISO/IEC 14443
System Software
1 175 (58.72%) Docker
2 35 (11.74%) VMware Infrastructure
3 31 (10.40%) HDFS
4 3 (1.01%) Active Directory
4 3 (1.01%) Virtual Machines
5 2 (0.67%) Apache ZooKeeper
5 2 (0.67%) Samba
6 1 (0.34%) iptables
Systems Management
1 163 (54.70%) Kubernetes
2 130 (43.62%) Terraform
3 73 (24.50%) Ansible
4 62 (20.81%) Prometheus
5 53 (17.79%) Grafana
6 28 (9.40%) Puppet
7 24 (8.05%) Opscode Chef
8 21 (7.05%) Istio
9 13 (4.36%) Docker Swarm
10 10 (3.36%) Kibana
11 7 (2.35%) Fluentd
12 6 (2.01%) Galera Cluster
13 4 (1.34%) Control-M
13 4 (1.34%) HP Fortify
14 3 (1.01%) vRealize Orchestrator
15 2 (0.67%) Ambari
15 2 (0.67%) Hadoop YARN
15 2 (0.67%) HAProxy
15 2 (0.67%) Host Intrusion Detection System
15 2 (0.67%) Network Intrusion Detection System
Vendors
1 39 (13.09%) VMware
2 36 (12.08%) Google
3 32 (10.74%) Oracle
4 31 (10.40%) Okta
5 21 (7.05%) Splunk
6 18 (6.04%) LexisNexis
7 16 (5.37%) Microsoft
8 12 (4.03%) Veracode
9 9 (3.02%) Atlassian
9 9 (3.02%) IBM
10 8 (2.68%) Adobe
10 8 (2.68%) Dynatrace
11 7 (2.35%) Checkmarx
12 5 (1.68%) Hortonworks
12 5 (1.68%) Netsparker
13 4 (1.34%) Delphix
13 4 (1.34%) Parasoft
13 4 (1.34%) ServiceNow
14 3 (1.01%) Cloudera
14 3 (1.01%) CyberArk