Period
to 22 April 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 22 April 2021 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
22 Apr 2021
Same period 2020 Same period 2019
Rank 566 669 892
Rank change year-on-year +103 +223 +118
Permanent jobs citing Artifactory 256 268 193
As % of all permanent jobs advertised in England 0.34% 0.27% 0.14%
As % of the Development Applications category 1.71% 1.38% 0.71%
Number of salaries quoted 216 219 141
10th Percentile £52,500 £42,500 £31,250
25th Percentile £61,250 £55,185 £47,500
Median annual salary (50th Percentile) £80,000 £77,500 £85,000
Median % change year-on-year +3.23% -8.82% +41.67%
75th Percentile £95,000 £118,750 £102,500
90th Percentile £105,000 £143,750 £121,250
UK median annual salary £75,000 £77,500 £75,000
% change year-on-year -3.23% +3.33% +27.66%

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 14,969 19,435 27,096
As % of all permanent IT jobs advertised in England 19.87% 19.52% 19.72%
Number of salaries quoted 11,927 15,633 21,767
10th Percentile £36,250 £33,750 £32,500
25th Percentile £43,750 £42,000 £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 £73,750 £72,500 £68,750
90th Percentile £87,500 £85,000 £82,500
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 22 April 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 22 April 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 +102 166 £85,000 -22.73% 12
South West +16 26 £58,750 +13.87% 1
South East +75 23 £75,000 +50.00% 2
Midlands +16 22 £62,500 +6.38%
West Midlands +2 22 £62,500 +2.98%
North West +44 13 £70,000 +4.92% 5
North of England +30 13 £70,000 +21.74% 6
East of England +46 1 - -
Artifactory
UK

For the 6 months to 22 April 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.

1 173 (67.58%) Agile Software Development
2 170 (66.41%) DevOps
3 166 (64.84%) Jenkins
4 158 (61.72%) Docker
5 137 (53.52%) Finance
6 134 (52.34%) Java
7 125 (48.83%) Git (software)
8 122 (47.66%) Python
9 117 (45.70%) Kubernetes
10 114 (44.53%) Terraform
10 114 (44.53%) Azure
11 107 (41.80%) Microservices
12 101 (39.45%) AWS
13 100 (39.06%) Scrum
14 97 (37.89%) Ansible
15 85 (33.20%) JIRA
16 84 (32.81%) GitLab
17 83 (32.42%) Infrastructure as Code
18 79 (30.86%) Linux
19 78 (30.47%) SQL
20 73 (28.52%) JavaScript
21 68 (26.56%) SQL Server
22 67 (26.17%) Web Services
23 66 (25.78%) TeamCity
23 66 (25.78%) Amazon ECS
24 64 (25.00%) Serverless
24 64 (25.00%) Microsoft
25 62 (24.22%) Continuous Integration
26 61 (23.83%) Banking
26 61 (23.83%) Software Engineering

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 41 (16.02%) Confluence
2 31 (12.11%) Apache
3 18 (7.03%) Elasticsearch
4 13 (5.08%) SAS
4 13 (5.08%) Tomcat
5 11 (4.30%) Oracle SOA Suite
6 6 (2.34%) Apache Spark
6 6 (2.34%) GemFire
7 5 (1.95%) WebSphere
8 4 (1.56%) Apache Airflow
8 4 (1.56%) GlassFish
8 4 (1.56%) JBoss
9 2 (0.78%) Adobe Experience Manager
9 2 (0.78%) OpenStack
10 1 (0.39%) FileNet
10 1 (0.39%) Jetty
10 1 (0.39%) LiveCycle
Applications
1 22 (8.59%) Microsoft Office
2 11 (4.30%) InVision
3 1 (0.39%) Microsoft Excel
Business Applications
1 4 (1.56%) IBM Operational Decision Manager
Cloud Services
1 114 (44.53%) Azure
2 101 (39.45%) AWS
3 66 (25.78%) Amazon ECS
4 64 (25.00%) Serverless
5 60 (23.44%) GitHub
6 48 (18.75%) GCP
7 30 (11.72%) Apigee
8 27 (10.55%) AWS Lambda
9 21 (8.20%) OpenShift
10 10 (3.91%) Azure Active Directory
11 9 (3.52%) PaaS
12 6 (2.34%) Amazon Kinesis
13 5 (1.95%) Amazon EKS
14 4 (1.56%) SaaS
15 3 (1.17%) Azure Data Factory
15 3 (1.17%) Azure ExpressRoute
15 3 (1.17%) Azure Service Bus
15 3 (1.17%) IaaS
16 2 (0.78%) Azure Key Vault
16 2 (0.78%) Datadog
Communications & Networking
1 11 (4.30%) DNS
2 9 (3.52%) HTTP
3 8 (3.13%) TCP/IP
4 7 (2.73%) FTP
4 7 (2.73%) IMAP
4 7 (2.73%) SMTP
5 3 (1.17%) DMZ
5 3 (1.17%) Firewall
6 2 (0.78%) DSL
7 1 (0.39%) DHCP
7 1 (0.39%) Internet
Database & Business Intelligence
1 68 (26.56%) SQL Server
2 42 (16.41%) PostgreSQL
3 38 (14.84%) Amazon Redshift
4 32 (12.50%) MongoDB
5 30 (11.72%) MySQL
6 14 (5.47%) Hadoop
7 13 (5.08%) Relational Database
8 12 (4.69%) Oracle Database
8 12 (4.69%) Pentaho
9 10 (3.91%) NoSQL
10 5 (1.95%) RDBMS
11 4 (1.56%) Big Data
11 4 (1.56%) MariaDB
12 3 (1.17%) Azure SQL Database
13 1 (0.39%) Amazon Aurora
13 1 (0.39%) Amazon DynamoDB
13 1 (0.39%) HBase
13 1 (0.39%) Redis
13 1 (0.39%) SQL Server Reporting Services
Development Applications
1 166 (64.84%) Jenkins
2 125 (48.83%) Git (software)
3 85 (33.20%) JIRA
4 84 (32.81%) GitLab
5 66 (25.78%) TeamCity
6 51 (19.92%) Maven
7 50 (19.53%) Sonatype Nexus
8 48 (18.75%) Bitbucket
9 43 (16.80%) SonarQube
10 32 (12.50%) Octopus Deploy
11 29 (11.33%) Gradle
12 25 (9.77%) JUnit
13 22 (8.59%) Mocha
14 21 (8.20%) Subversion
15 17 (6.64%) Mockito
15 17 (6.64%) Selenium
16 16 (6.25%) Rational DOORS
16 16 (6.25%) Rational Rhapsody
17 10 (3.91%) Cucumber
18 7 (2.73%) Protractor
General
1 137 (53.52%) Finance
2 61 (23.83%) Banking
3 10 (3.91%) Front Office
4 9 (3.52%) Marketing
5 8 (3.13%) Electronics
5 8 (3.13%) Manufacturing
5 8 (3.13%) Public Sector
5 8 (3.13%) Telecoms
6 6 (2.34%) Investment Banking
7 5 (1.95%) Billing
7 5 (1.95%) Law
8 2 (0.78%) Games
8 2 (0.78%) Retail
9 1 (0.39%) Private Banking
Job Titles
1 72 (28.13%) Developer
2 68 (26.56%) DevOps Engineer
3 64 (25.00%) AWS Engineer
4 45 (17.58%) Java Developer
5 43 (16.80%) Software Engineer
6 37 (14.45%) Python Engineer
7 32 (12.50%) Site Engineer
7 32 (12.50%) Site Reliability Engineer
8 29 (11.33%) Java Engineer
9 25 (9.77%) Java Software Developer
9 25 (9.77%) Java Software Engineer
10 24 (9.38%) AWS Developer
10 24 (9.38%) AWS Software Engineer
10 24 (9.38%) Developer/Software Engineer
10 24 (9.38%) SQL Developer
11 21 (8.20%) Lead DevOps
12 16 (6.25%) Data Engineer
13 15 (5.86%) Full Stack Developer
14 14 (5.47%) Senior DevOps
14 14 (5.47%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 67 (26.17%) Web Services
2 35 (13.67%) React
2 35 (13.67%) Spring
3 33 (12.89%) Node.js
4 28 (10.94%) OAuth
5 27 (10.55%) REST
5 27 (10.55%) Swagger
6 26 (10.16%) gRPC
7 23 (8.98%) AngularJS
8 21 (8.20%) CSS
9 20 (7.81%) Kafka
10 18 (7.03%) HTML
10 18 (7.03%) XML
11 15 (5.86%) Elastic Stack
12 13 (5.08%) JSON
12 13 (5.08%) JSP
12 13 (5.08%) SOAP
13 11 (4.30%) Ajax
13 11 (4.30%) jQuery
13 11 (4.30%) JSTL
Miscellaneous
1 58 (22.66%) Greenfield Project
2 33 (12.89%) Analytical Skills
3 25 (9.77%) Hedge funds
4 24 (9.38%) N-Tier
5 16 (6.25%) User Experience
6 11 (4.30%) Enterprise Software
7 8 (3.13%) Derivative
7 8 (3.13%) Self-Motivation
7 8 (3.13%) Video\Live Streaming
8 7 (2.73%) Market Risk
9 6 (2.34%) Cloud Native
10 5 (1.95%) Blog
10 5 (1.95%) Data Centre
10 5 (1.95%) Equity Derivative
11 4 (1.56%) Social Media
12 3 (1.17%) Algorithms
12 3 (1.17%) Data Structures
12 3 (1.17%) Management Information System
12 3 (1.17%) Private Cloud
13 2 (0.78%) Hybrid Cloud
Operating Systems
1 79 (30.86%) Linux
2 49 (19.14%) Windows
3 39 (15.23%) Windows Server
4 10 (3.91%) Unix
5 8 (3.13%) CentOS
6 7 (2.73%) Red Hat Enterprise Linux
7 3 (1.17%) AIX
7 3 (1.17%) Solaris
7 3 (1.17%) Windows Server 2012
7 3 (1.17%) Windows Server 2016
8 1 (0.39%) CoreOS
8 1 (0.39%) Embedded Linux
Processes & Methodologies
1 173 (67.58%) Agile Software Development
2 170 (66.41%) DevOps
3 107 (41.80%) Microservices
4 100 (39.06%) Scrum
5 83 (32.42%) Infrastructure as Code
6 62 (24.22%) Continuous Integration
7 61 (23.83%) Software Engineering
8 58 (22.66%) Asset Management
9 57 (22.27%) SDLC
10 56 (21.88%) Continuous Delivery
11 48 (18.75%) Computer Science
12 47 (18.36%) Kanban
13 41 (16.02%) Configuration Management
13 41 (16.02%) Site Reliability Engineering
14 38 (14.84%) UML
15 35 (13.67%) Analytics
15 35 (13.67%) Test Automation
16 32 (12.50%) Observability
17 31 (12.11%) Deployment Automation
17 31 (12.11%) Scaled Agile Framework
Programming Languages
1 134 (52.34%) Java
2 122 (47.66%) Python
3 78 (30.47%) SQL
4 73 (28.52%) JavaScript
5 32 (12.50%) Bash Shell
6 28 (10.94%) PowerShell
6 28 (10.94%) Ruby
7 27 (10.55%) Java 8
8 23 (8.98%) PL/SQL
9 22 (8.59%) C#
10 17 (6.64%) C++
10 17 (6.64%) Go
11 11 (4.30%) Perl
12 10 (3.91%) Shell Script
13 8 (3.13%) Groovy
14 5 (1.95%) R
15 4 (1.56%) C
15 4 (1.56%) TypeScript
16 3 (1.17%) Apex Code
17 1 (0.39%) PHP
Qualifications
1 51 (19.92%) Degree
2 27 (10.55%) Security Cleared
3 22 (8.59%) ITIL Foundation Certificate
3 22 (8.59%) SC Cleared
4 16 (6.25%) Computer Science Degree
5 1 (0.39%) OCP
5 1 (0.39%) Oracle Certification
Quality Assurance & Compliance
1 1 (0.39%) QA
System Software
1 158 (61.72%) Docker
2 40 (15.63%) VMware Infrastructure
3 11 (4.30%) Virtual Machines
4 10 (3.91%) Active Directory
5 2 (0.78%) vSphere
6 1 (0.39%) HDFS
Systems Management
1 117 (45.70%) Kubernetes
2 114 (44.53%) Terraform
3 97 (37.89%) Ansible
4 49 (19.14%) Opscode Chef
5 48 (18.75%) Prometheus
6 47 (18.36%) Grafana
7 44 (17.19%) Puppet
8 28 (10.94%) Rancher
9 8 (3.13%) Consul
9 8 (3.13%) Graylog
9 8 (3.13%) Icinga
10 7 (2.73%) Packer
11 4 (1.56%) Ambari
11 4 (1.56%) Hadoop YARN
12 1 (0.39%) Docker Swarm
12 1 (0.39%) ITRS Geneos
Vendors
1 64 (25.00%) Microsoft
2 56 (21.88%) Oracle
3 47 (18.36%) IBM
4 41 (16.02%) VMware
5 30 (11.72%) Atlassian
6 27 (10.55%) Google
7 22 (8.59%) Salesforce.com
8 16 (6.25%) Cloudera
9 12 (4.69%) Talend
10 8 (3.13%) SAP
11 7 (2.73%) ServiceNow
12 5 (1.95%) Okta
12 5 (1.95%) Veracode
13 4 (1.56%) Hortonworks
14 3 (1.17%) CA
14 3 (1.17%) Confluent
14 3 (1.17%) Nimsoft
14 3 (1.17%) SaltStack
14 3 (1.17%) Splunk
14 3 (1.17%) Sybase