Period
to 19 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 September 2021 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
19 Sep 2021
Same period 2020 Same period 2019
Rank 619 503 761
Rank change year-on-year -116 +258 +251
Permanent jobs citing Artifactory 377 185 304
As % of all permanent jobs advertised in England 0.36% 0.40% 0.23%
As % of the Development Applications category 1.67% 1.92% 1.21%
Number of salaries quoted 168 135 219
10th Percentile £56,975 £55,750 £45,000
25th Percentile £63,750 £65,000 £56,489
Median annual salary (50th Percentile) £80,000 £115,000 £80,000
Median % change year-on-year -30.43% +43.75% +13.48%
75th Percentile £105,000 £142,500 £105,000
90th Percentile £124,250 £143,750 £128,750
UK median annual salary £80,000 £115,000 £80,000
% change year-on-year -30.43% +43.75% +14.29%

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 advertised in England with a requirement for development application skills.

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 22,548 9,619 25,052
As % of all permanent IT jobs advertised in England 21.27% 20.96% 19.18%
Number of salaries quoted 13,976 7,997 20,191
10th Percentile £36,750 £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 £70,000
90th Percentile £90,000 £85,000 £83,750
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Artifactory
Job Vacancy Trend in England

Job postings citing Artifactory as a proportion of all IT jobs advertised in England.

Job vacancy trend for Artifactory in England

Artifactory
Salary Trend in England

3-month moving average salary quoted in jobs citing Artifactory in England.

Salary trend for Artifactory in England

Artifactory
Salary Histogram in England

Salary distribution for jobs citing Artifactory in England over the 6 months to 19 September 2021.

Salary histogram for Artifactory in England

Artifactory
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the England region over the 6 months to 19 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
London -233 164 £94,500 -17.83% 31
South East -8 156 £70,000 +12.90% 4
North West - 21 £65,000 - 5
North of England - 21 £65,000 - 8
South West -84 16 £67,500 +30.83% 3
Midlands -126 9 £62,500 -3.85% 2
West Midlands -101 8 £62,500 -3.85% 2
East of England -94 5 £52,500 - 4
East Midlands - 1 £55,000 -
Artifactory
UK

For the 6 months to 19 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 across the England region with a requirement for Artifactory.

1 306 (81.17%) DevOps
2 292 (77.45%) Java
3 279 (74.01%) Finance
4 273 (72.41%) AWS
5 255 (67.64%) Microservices
6 251 (66.58%) Agile Software Development
7 241 (63.93%) Jenkins
8 236 (62.60%) Git (software)
9 218 (57.82%) Azure
10 213 (56.50%) Software Engineering
11 209 (55.44%) Python
12 181 (48.01%) GCP
13 177 (46.95%) GitHub
14 174 (46.15%) Docker
14 174 (46.15%) Sonatype Nexus
14 174 (46.15%) Banking
14 174 (46.15%) Degree
15 172 (45.62%) Spring
16 170 (45.09%) Kafka
17 168 (44.56%) Kubernetes
17 168 (44.56%) Node.js
17 168 (44.56%) Linux
18 166 (44.03%) React
19 163 (43.24%) AngularJS
20 162 (42.97%) Performance Monitoring
20 162 (42.97%) Computer Science
21 158 (41.91%) NoSQL
21 158 (41.91%) Ansible
22 156 (41.38%) CSS
22 156 (41.38%) OO

Artifactory
Co-occurring IT Skills in England 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
1 131 (34.75%) GemFire
2 130 (34.48%) Apache Spark
3 125 (33.16%) Apache
4 28 (7.43%) Confluence
4 28 (7.43%) Elasticsearch
5 11 (2.92%) Tomcat
6 8 (2.12%) WebSphere
7 7 (1.86%) GlassFish
7 7 (1.86%) JBoss
8 6 (1.59%) nginx
8 6 (1.59%) OpenStack
8 6 (1.59%) Oracle SOA Suite
9 4 (1.06%) IIS
10 3 (0.80%) Adobe Experience Manager
10 3 (0.80%) CMS
10 3 (0.80%) Jetty
11 1 (0.27%) Apache Airflow
11 1 (0.27%) Apache Solr
11 1 (0.27%) WebSphere Application Server
Applications
1 7 (1.86%) Microsoft Office
2 3 (0.80%) Microsoft Excel
3 2 (0.53%) InVision
4 1 (0.27%) Chatbot
Business Applications
1 8 (2.12%) IBM Operational Decision Manager
2 5 (1.33%) Distributed Ledger
2 5 (1.33%) R3 Corda
3 1 (0.27%) Markit EDM
Cloud Services
1 273 (72.41%) AWS
2 218 (57.82%) Azure
3 181 (48.01%) GCP
4 177 (46.95%) GitHub
5 147 (38.99%) Amazon Kinesis
6 84 (22.28%) Amazon ECS
6 84 (22.28%) Serverless
7 82 (21.75%) OpenShift
8 9 (2.39%) Amazon EKS
8 9 (2.39%) npm
9 8 (2.12%) PaaS
10 5 (1.33%) Cloud Computing
11 4 (1.06%) Apigee
11 4 (1.06%) GitHub Actions
11 4 (1.06%) IaaS
12 2 (0.53%) AWS CloudFormation
12 2 (0.53%) Bitrise
12 2 (0.53%) CloudBees
12 2 (0.53%) SonarCloud
12 2 (0.53%) Tricentis Tosca
Communications & Networking
1 2 (0.53%) Internet
1 2 (0.53%) Network Security
2 1 (0.27%) Firewall
2 1 (0.27%) SSL
2 1 (0.27%) VPN
Database & Business Intelligence
1 158 (41.91%) NoSQL
2 148 (39.26%) Relational Database
3 134 (35.54%) PostgreSQL
4 127 (33.69%) MariaDB
5 124 (32.89%) HBase
5 124 (32.89%) Redis
6 68 (18.04%) Big Data
7 37 (9.81%) SQL Server
8 18 (4.77%) MongoDB
9 7 (1.86%) Blockchain
9 7 (1.86%) MySQL
9 7 (1.86%) RDBMS
10 6 (1.59%) Data Warehouse
11 5 (1.33%) Hadoop
12 2 (0.53%) Apache Cassandra
12 2 (0.53%) Neo4j
13 1 (0.27%) Flink
13 1 (0.27%) Parquet
13 1 (0.27%) Power BI
13 1 (0.27%) Tableau
Development Applications
1 241 (63.93%) Jenkins
2 236 (62.60%) Git (software)
3 174 (46.15%) Sonatype Nexus
4 149 (39.52%) JUnit
5 141 (37.40%) Gradle
5 141 (37.40%) Mockito
6 139 (36.87%) Cucumber
7 138 (36.60%) Protractor
8 131 (34.75%) Cypress.io
9 130 (34.48%) Storybook
10 124 (32.89%) Eclipse
10 124 (32.89%) IntelliJ
11 105 (27.85%) SonarQube
12 101 (26.79%) GitLab
13 39 (10.34%) Maven
14 38 (10.08%) JIRA
15 37 (9.81%) TeamCity
16 25 (6.63%) Bitbucket
17 16 (4.24%) Octopus Deploy
18 13 (3.45%) Selenium
General
1 279 (74.01%) Finance
2 174 (46.15%) Banking
3 138 (36.60%) Inclusion and Diversity
4 137 (36.34%) Law
5 61 (16.18%) Social Skills
6 25 (6.63%) Analytical Skills
7 20 (5.31%) Front Office
8 19 (5.04%) Investment Banking
9 7 (1.86%) Public Speaking
10 4 (1.06%) Private Banking
11 3 (0.80%) Retail
12 2 (0.53%) Public Sector
13 1 (0.27%) Financial Institution
13 1 (0.27%) Games
Job Titles
1 159 (42.18%) Software Engineer
2 100 (26.53%) DevOps Engineer
3 81 (21.49%) Site Engineer
3 81 (21.49%) Site Reliability Engineer
4 76 (20.16%) Principal Engineer
4 76 (20.16%) Principal Software Engineer
5 70 (18.57%) Developer
6 57 (15.12%) AWS Engineer
7 37 (9.81%) AWS DevOps
7 37 (9.81%) AWS DevOps Engineer
8 31 (8.22%) Cloud Engineer
9 30 (7.96%) Lead Software Engineer
10 26 (6.90%) Java Developer
11 22 (5.84%) Software Developer
12 21 (5.57%) Lead Developer
12 21 (5.57%) Lead Software Developer
13 19 (5.04%) Python Engineer
14 17 (4.51%) Senior Developer
14 17 (4.51%) Senior Software Engineer
15 14 (3.71%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 172 (45.62%) Spring
2 170 (45.09%) Kafka
3 168 (44.56%) Node.js
4 166 (44.03%) React
5 163 (43.24%) AngularJS
6 156 (41.38%) CSS
7 147 (38.99%) RabbitMQ
8 143 (37.93%) Twitter Bootstrap
9 140 (37.14%) RESTful
10 138 (36.60%) JSON
11 131 (34.75%) Express
11 131 (34.75%) Redux
11 131 (34.75%) Tailwind CSS
12 128 (33.95%) WireMock
13 124 (32.89%) Spark Streaming
14 123 (32.63%) Play Framework
15 120 (31.83%) Web Services
16 80 (21.22%) LAMP
16 80 (21.22%) LAPP Stack
17 29 (7.69%) REST
Miscellaneous
1 124 (32.89%) Linux Command Line
2 86 (22.81%) Greenfield Project
3 69 (18.30%) User Experience
4 19 (5.04%) Derivative
4 19 (5.04%) Equity Derivative
4 19 (5.04%) Market Risk
4 19 (5.04%) Video\Live Streaming
5 15 (3.98%) Enterprise Software
6 12 (3.18%) Public Cloud
7 7 (1.86%) N-Tier
8 6 (1.59%) Cloud Native
8 6 (1.59%) Self-Motivation
9 5 (1.33%) Blog
10 4 (1.06%) Legacy Code
10 4 (1.06%) Mobile App
10 4 (1.06%) Online Banking
10 4 (1.06%) Smart Energy
11 3 (0.80%) Algorithms
11 3 (0.80%) Data Structures
12 2 (0.53%) Private Cloud
Operating Systems
1 168 (44.56%) Linux
2 127 (33.69%) Unix
3 18 (4.77%) Windows
4 11 (2.92%) Windows Server
5 2 (0.53%) CentOS
5 2 (0.53%) CoreOS
6 1 (0.27%) Debian
Processes & Methodologies
1 306 (81.17%) DevOps
2 255 (67.64%) Microservices
3 251 (66.58%) Agile Software Development
4 213 (56.50%) Software Engineering
5 162 (42.97%) Computer Science
5 162 (42.97%) Performance Monitoring
6 156 (41.38%) OO
7 150 (39.79%) Software Testing
8 148 (39.26%) Clean Code
9 142 (37.67%) High Availability
10 141 (37.40%) Site Reliability Engineering
11 138 (36.60%) Digital Banking
11 138 (36.60%) Full Stack Development
12 135 (35.81%) Multithreading
13 131 (34.75%) Cross-Browser Testing
14 130 (34.48%) Multithreaded Programming
15 126 (33.42%) Business Continuity
15 126 (33.42%) Validation
16 101 (26.79%) Infrastructure as Code
17 93 (24.67%) TDD
Programming Languages
1 292 (77.45%) Java
2 209 (55.44%) Python
3 130 (34.48%) Groovy
4 128 (33.95%) Shell Script
5 49 (13.00%) JavaScript
6 30 (7.96%) Go
7 29 (7.69%) SQL
8 26 (6.90%) C#
9 21 (5.57%) PowerShell
10 19 (5.04%) TypeScript
11 15 (3.98%) Java 8
12 10 (2.65%) C++
13 9 (2.39%) Bash Shell
14 6 (1.59%) T-SQL
15 5 (1.33%) PL/SQL
16 4 (1.06%) Scala
17 3 (0.80%) C
17 3 (0.80%) R
17 3 (0.80%) VBA
18 2 (0.53%) Rust
Qualifications
1 174 (46.15%) Degree
2 125 (33.16%) OCP
2 125 (33.16%) Oracle Certification
3 30 (7.96%) Computer Science Degree
4 20 (5.31%) Security Cleared
5 14 (3.71%) SC Cleared
6 7 (1.86%) ITIL Foundation Certificate
7 1 (0.27%) BPSS Clearance
7 1 (0.27%) DBS Check
Quality Assurance & Compliance
1 2 (0.53%) Accessibility
1 2 (0.53%) QA
2 1 (0.27%) ISO/IEC 27001
2 1 (0.27%) WCAG
System Software
1 174 (46.15%) Docker
2 124 (32.89%) HDFS
3 109 (28.91%) VMware Infrastructure
4 19 (5.04%) Virtual Machines
5 6 (1.59%) iptables
6 1 (0.27%) Active Directory
6 1 (0.27%) Varnish
Systems Management
1 168 (44.56%) Kubernetes
2 158 (41.91%) Ansible
3 120 (31.83%) Terraform
4 87 (23.08%) Prometheus
5 85 (22.55%) Grafana
6 43 (11.41%) Opscode Chef
7 16 (4.24%) Puppet
8 10 (2.65%) Rancher
9 4 (1.06%) Kibana
10 3 (0.80%) Control-M
10 3 (0.80%) Istio
10 3 (0.80%) Packer
11 2 (0.53%) Docker Swarm
11 2 (0.53%) logstash
11 2 (0.53%) ZABBIX
12 1 (0.27%) Ambari
12 1 (0.27%) Consul
12 1 (0.27%) Galera Cluster
12 1 (0.27%) Hadoop YARN
12 1 (0.27%) HP Fortify
Vendors
1 145 (38.46%) VMware
2 130 (34.48%) Okta
3 37 (9.81%) Microsoft
4 36 (9.55%) IBM
5 30 (7.96%) Google
6 14 (3.71%) Oracle
7 12 (3.18%) Veracode
8 7 (1.86%) Atlassian
9 6 (1.59%) Splunk
10 5 (1.33%) LexisNexis
10 5 (1.33%) Netsparker
11 4 (1.06%) Instagram
12 3 (0.80%) Adobe
12 3 (0.80%) Confluent
12 3 (0.80%) SaltStack
13 2 (0.53%) Delphix
13 2 (0.53%) Parasoft
14 1 (0.27%) AppDynamics
14 1 (0.27%) CyberArk
14 1 (0.27%) Dynatrace