Period
to 24 September 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 24 September 2021 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
24 Sep 2021
Same period 2020 Same period 2019
Rank 660 508 791
Rank change year-on-year -152 +283 +213
Permanent jobs citing Artifactory 413 196 308
As % of all permanent jobs advertised in the UK 0.34% 0.40% 0.22%
As % of the Development Applications category 1.62% 1.90% 1.14%
Number of salaries quoted 201 141 223
10th Percentile £52,500 £51,250 £45,000
25th Percentile £61,250 £65,000 £56,489
Median annual salary (50th Percentile) £80,000 £115,000 £80,000
Median % change year-on-year -30.43% +43.75% +14.29%
75th Percentile £105,000 £142,500 £105,000
90th Percentile £117,500 £143,750 £128,750
UK excluding London median annual salary £60,700 £51,593 £52,500
% change year-on-year +17.65% -1.73% -

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 25,533 10,306 26,954
As % of all permanent IT jobs advertised in the UK 20.83% 21.00% 19.12%
Number of salaries quoted 15,930 8,490 21,535
10th Percentile £36,250 £35,000 £32,500
25th Percentile £43,750 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £75,000 £72,500 £68,750
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £50,000 £50,000 £46,000
% change year-on-year - +8.70% +2.22%

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 September 2021.

Salary histogram for Artifactory in the UK

Artifactory
Top 15 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 September 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 -141 382 £80,000 -30.43% 51
UK excluding London -52 233 £60,700 +17.65% 23
London -221 170 £95,000 -17.39% 29
South East -6 156 £70,000 +28.44% 5
Work from Home -269 28 £62,500 +42.05% 6
North of England - 21 £65,000 - 7
North West - 21 £65,000 - 5
South West -95 15 £67,500 +30.83% 4
Scotland -83 14 £55,000 +39.24%
Wales -35 13 £60,700 +37.95% 1
Midlands -109 9 £62,500 -3.85% 3
West Midlands -102 8 £62,500 -3.85% 2
East of England -94 5 £52,500 - 3
Northern Ireland - 1 - -
East Midlands - 1 £55,000 - 1

For the 6 months to 24 September 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.

1 336 (81.36%) DevOps
2 316 (76.51%) Java
3 294 (71.19%) AWS
4 289 (69.98%) Finance
5 276 (66.83%) Agile Software Development
6 274 (66.34%) Jenkins
7 263 (63.68%) Git (software)
8 262 (63.44%) Microservices
9 249 (60.29%) Azure
10 236 (57.14%) Software Engineering
11 230 (55.69%) Python
12 203 (49.15%) GCP
13 199 (48.18%) Docker
14 192 (46.49%) Kubernetes
15 182 (44.07%) Degree
16 181 (43.83%) Kafka
17 179 (43.34%) GitHub
18 178 (43.10%) Spring
18 178 (43.10%) Linux
19 176 (42.62%) Sonatype Nexus
20 174 (42.13%) Node.js
21 173 (41.89%) Banking
22 171 (41.40%) Ansible
23 167 (40.44%) React
24 166 (40.19%) AngularJS
25 164 (39.71%) Computer Science
26 161 (38.98%) Performance Monitoring
27 159 (38.50%) NoSQL
27 159 (38.50%) Software Testing
28 158 (38.26%) CSS

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
1 130 (31.48%) GemFire
2 129 (31.23%) Apache Spark
3 125 (30.27%) Apache
4 41 (9.93%) Elasticsearch
5 30 (7.26%) Confluence
6 13 (3.15%) Tomcat
7 9 (2.18%) WebSphere
8 7 (1.69%) GlassFish
8 7 (1.69%) JBoss
9 6 (1.45%) nginx
9 6 (1.45%) OpenStack
9 6 (1.45%) Oracle SOA Suite
10 5 (1.21%) IIS
11 4 (0.97%) Adobe Experience Manager
12 3 (0.73%) CMS
12 3 (0.73%) Jetty
13 1 (0.24%) Apache Solr
13 1 (0.24%) FileNet
13 1 (0.24%) WebSphere Application Server
Applications
1 7 (1.69%) Microsoft Office
2 3 (0.73%) Microsoft Excel
3 2 (0.48%) InVision
4 1 (0.24%) Chatbot
Business Applications
1 9 (2.18%) IBM Operational Decision Manager
2 5 (1.21%) Distributed Ledger
2 5 (1.21%) R3 Corda
3 1 (0.24%) Markit EDM
Cloud Services
1 294 (71.19%) AWS
2 249 (60.29%) Azure
3 203 (49.15%) GCP
4 179 (43.34%) GitHub
5 148 (35.84%) Amazon Kinesis
6 88 (21.31%) Amazon ECS
6 88 (21.31%) Serverless
7 86 (20.82%) OpenShift
8 16 (3.87%) PaaS
9 14 (3.39%) Cloud Computing
10 11 (2.66%) npm
11 10 (2.42%) SaaS
12 9 (2.18%) Amazon EKS
13 4 (0.97%) Apigee
13 4 (0.97%) GitHub Actions
13 4 (0.97%) IaaS
13 4 (0.97%) Stackdriver
14 3 (0.73%) AWS CloudFormation
14 3 (0.73%) CloudBees
14 3 (0.73%) Tricentis Tosca
Communications & Networking
1 10 (2.42%) Firewall
1 10 (2.42%) SSL
2 2 (0.48%) HTTP
2 2 (0.48%) Internet
2 2 (0.48%) Network Security
3 1 (0.24%) VPN
Database & Business Intelligence
1 159 (38.50%) NoSQL
2 150 (36.32%) Relational Database
3 137 (33.17%) PostgreSQL
4 127 (30.75%) MariaDB
5 125 (30.27%) Redis
6 124 (30.02%) HBase
7 78 (18.89%) Big Data
8 39 (9.44%) SQL Server
9 21 (5.08%) MongoDB
10 15 (3.63%) Hadoop
11 11 (2.66%) Apache Cassandra
12 10 (2.42%) RDBMS
13 8 (1.94%) MySQL
14 7 (1.69%) Blockchain
15 6 (1.45%) Data Warehouse
16 2 (0.48%) Neo4j
17 1 (0.24%) Flink
17 1 (0.24%) Parquet
17 1 (0.24%) Power BI
17 1 (0.24%) Tableau
Development Applications
1 274 (66.34%) Jenkins
2 263 (63.68%) Git (software)
3 176 (42.62%) Sonatype Nexus
4 150 (36.32%) JUnit
5 142 (34.38%) Gradle
5 142 (34.38%) Mockito
6 140 (33.90%) Cucumber
7 137 (33.17%) Protractor
8 130 (31.48%) Cypress.io
9 129 (31.23%) Storybook
10 124 (30.02%) Eclipse
10 124 (30.02%) IntelliJ
11 116 (28.09%) GitLab
12 107 (25.91%) SonarQube
13 47 (11.38%) Maven
14 44 (10.65%) JIRA
15 37 (8.96%) TeamCity
16 29 (7.02%) Bitbucket
17 19 (4.60%) Selenium
18 16 (3.87%) Octopus Deploy
General
1 289 (69.98%) Finance
2 173 (41.89%) Banking
3 137 (33.17%) Inclusion and Diversity
4 136 (32.93%) Law
5 60 (14.53%) Social Skills
6 24 (5.81%) Analytical Skills
7 20 (4.84%) Front Office
8 19 (4.60%) Investment Banking
9 8 (1.94%) Avionics
10 7 (1.69%) Public Speaking
11 5 (1.21%) Public Sector
11 5 (1.21%) Retail
12 4 (0.97%) Private Banking
13 2 (0.48%) Financial Institution
14 1 (0.24%) Games
14 1 (0.24%) Influencing Skills
14 1 (0.24%) Welsh Language
Job Titles
1 171 (41.40%) Software Engineer
2 120 (29.06%) DevOps Engineer
3 97 (23.49%) Site Reliability Engineer
4 95 (23.00%) Site Engineer
5 85 (20.58%) Principal Engineer
5 85 (20.58%) Principal Software Engineer
6 71 (17.19%) Developer
7 58 (14.04%) AWS Engineer
8 40 (9.69%) AWS DevOps
8 40 (9.69%) AWS DevOps Engineer
9 38 (9.20%) Cloud Engineer
10 31 (7.51%) Lead Software Engineer
11 27 (6.54%) Java Developer
12 22 (5.33%) Software Developer
13 20 (4.84%) Lead Developer
13 20 (4.84%) Lead Software Developer
14 19 (4.60%) Senior Software Engineer
15 17 (4.12%) Senior Developer
16 16 (3.87%) Python Engineer
17 14 (3.39%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 181 (43.83%) Kafka
2 178 (43.10%) Spring
3 174 (42.13%) Node.js
4 167 (40.44%) React
5 166 (40.19%) AngularJS
6 158 (38.26%) CSS
7 148 (35.84%) RabbitMQ
8 142 (34.38%) Twitter Bootstrap
9 141 (34.14%) JSON
9 141 (34.14%) RESTful
10 130 (31.48%) Express
10 130 (31.48%) Redux
10 130 (31.48%) Tailwind CSS
11 129 (31.23%) WireMock
12 128 (30.99%) Web Services
13 124 (30.02%) Spark Streaming
14 123 (29.78%) Play Framework
15 80 (19.37%) LAMP
15 80 (19.37%) LAPP Stack
16 35 (8.47%) REST
Miscellaneous
1 124 (30.02%) Linux Command Line
2 90 (21.79%) Greenfield Project
3 68 (16.46%) User Experience
4 19 (4.60%) Derivative
4 19 (4.60%) Equity Derivative
4 19 (4.60%) Market Risk
4 19 (4.60%) Video\Live Streaming
5 16 (3.87%) Enterprise Software
6 14 (3.39%) Public Cloud
7 11 (2.66%) Data Centre
7 11 (2.66%) Hybrid Cloud
8 10 (2.42%) PKI
9 7 (1.69%) N-Tier
10 6 (1.45%) Blog
10 6 (1.45%) Cloud Native
11 5 (1.21%) Self-Motivation
12 4 (0.97%) Legacy Code
12 4 (0.97%) Mobile App
12 4 (0.97%) Online Banking
12 4 (0.97%) Smart Energy
Operating Systems
1 178 (43.10%) Linux
2 126 (30.51%) Unix
3 30 (7.26%) Windows
4 19 (4.60%) Windows Server
5 4 (0.97%) CentOS
6 3 (0.73%) CoreOS
7 2 (0.48%) Windows 10
7 2 (0.48%) Windows Server 2016
8 1 (0.24%) Debian
Processes & Methodologies
1 336 (81.36%) DevOps
2 276 (66.83%) Agile Software Development
3 262 (63.44%) Microservices
4 236 (57.14%) Software Engineering
5 164 (39.71%) Computer Science
6 161 (38.98%) Performance Monitoring
7 159 (38.50%) Software Testing
8 157 (38.01%) OO
9 156 (37.77%) Site Reliability Engineering
10 153 (37.05%) High Availability
11 147 (35.59%) Clean Code
12 140 (33.90%) Full Stack Development
13 137 (33.17%) Digital Banking
14 134 (32.45%) Multithreading
15 130 (31.48%) Cross-Browser Testing
16 129 (31.23%) Multithreaded Programming
17 126 (30.51%) Validation
18 125 (30.27%) Business Continuity
19 109 (26.39%) Infrastructure as Code
20 98 (23.73%) Scrum
Programming Languages
1 316 (76.51%) Java
2 230 (55.69%) Python
3 138 (33.41%) Shell Script
4 136 (32.93%) Groovy
5 63 (15.25%) JavaScript
6 36 (8.72%) C#
6 36 (8.72%) Go
7 33 (7.99%) SQL
8 29 (7.02%) PowerShell
9 20 (4.84%) TypeScript
10 16 (3.87%) Java 8
11 14 (3.39%) Bash Shell
12 12 (2.91%) C++
13 10 (2.42%) Ruby
14 8 (1.94%) Scala
15 6 (1.45%) T-SQL
16 5 (1.21%) C
16 5 (1.21%) PL/SQL
17 3 (0.73%) VBA
18 2 (0.48%) Rust
Qualifications
1 182 (44.07%) Degree
2 126 (30.51%) OCP
2 126 (30.51%) Oracle Certification
3 32 (7.75%) Computer Science Degree
4 23 (5.57%) Security Cleared
5 17 (4.12%) SC Cleared
6 7 (1.69%) ITIL Foundation Certificate
7 2 (0.48%) BPSS Clearance
8 1 (0.24%) DBS Check
Quality Assurance & Compliance
1 3 (0.73%) Accessibility
2 2 (0.48%) QA
2 2 (0.48%) WCAG
3 1 (0.24%) ISO/IEC 27001
System Software
1 199 (48.18%) Docker
2 124 (30.02%) HDFS
3 109 (26.39%) VMware Infrastructure
4 20 (4.84%) Virtual Machines
5 8 (1.94%) vSphere
6 6 (1.45%) iptables
7 2 (0.48%) Active Directory
8 1 (0.24%) Apache ZooKeeper
8 1 (0.24%) Varnish
Systems Management
1 192 (46.49%) Kubernetes
2 171 (41.40%) Ansible
3 134 (32.45%) Terraform
4 93 (22.52%) Prometheus
5 89 (21.55%) Grafana
6 55 (13.32%) Opscode Chef
7 25 (6.05%) Puppet
8 8 (1.94%) Rancher
9 6 (1.45%) Kibana
10 4 (0.97%) Istio
10 4 (0.97%) logstash
11 3 (0.73%) Control-M
11 3 (0.73%) Docker Swarm
11 3 (0.73%) Packer
11 3 (0.73%) ZABBIX
12 2 (0.48%) Salt
13 1 (0.24%) Consul
13 1 (0.24%) Fluentd
13 1 (0.24%) Galera Cluster
13 1 (0.24%) HP Fortify
Vendors
1 152 (36.80%) VMware
2 129 (31.23%) Okta
3 40 (9.69%) Google
4 37 (8.96%) IBM
5 36 (8.72%) Microsoft
6 17 (4.12%) Oracle
7 13 (3.15%) Veracode
8 9 (2.18%) Splunk
9 8 (1.94%) Atlassian
9 8 (1.94%) Dell
10 7 (1.69%) LexisNexis
11 5 (1.21%) Netsparker
12 4 (0.97%) Adobe
12 4 (0.97%) Instagram
12 4 (0.97%) Red Hat
13 3 (0.73%) Confluent
13 3 (0.73%) Delphix
13 3 (0.73%) Dynatrace
13 3 (0.73%) Parasoft
13 3 (0.73%) SaltStack