Period
to 19 September 2020

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 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
19 Sep 2020
Same period 2019 Same period 2018
Rank 492 748 993
Rank change year-on-year +256 +245 +36
Permanent jobs citing Artifactory 185 304 160
As % of all permanent jobs advertised in England 0.40% 0.23% 0.10%
As % of the Development Applications category 1.93% 1.21% 0.50%
Number of salaries quoted 135 257 135
Median annual salary £115,000 £80,000 £71,000
Median salary % change year-on-year +43.75% +12.68% +9.23%
10th Percentile £55,750 £45,000 £43,500
90th Percentile £143,750 £125,000 £95,000
UK median annual salary £115,000 £80,000 £70,000
% change year-on-year +43.75% +14.29% +12.00%

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 9,591 25,037 31,703
As % of all permanent IT jobs advertised in England 20.92% 19.18% 20.30%
Number of salaries quoted 7,891 19,954 25,859
Median annual salary £56,000 £52,500 £50,000
Median salary % change year-on-year +6.67% +5.00% -
10th Percentile £35,000 £32,500 £32,500
90th Percentile £85,000 £83,750 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +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 2020.

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 2020. 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 +215 147 £115,000 +35.29% 15
Midlands +126 12 £65,000 +14.44% 1
West Midlands +91 12 £65,000 +14.44% 1
South West +124 10 £51,593 -16.97% 2
East of England +116 8 - -
South East +226 4 £62,000 -4.62% 1
Artifactory
UK

For the 6 months to 19 September 2020, 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.

1 150 (81.08%) Python
2 137 (74.05%) Jenkins
3 136 (73.51%) AWS
4 133 (71.89%) Azure
5 131 (70.81%) Java
5 131 (70.81%) Kubernetes
6 129 (69.73%) Docker
7 116 (62.70%) DevOps
7 116 (62.70%) SQL
8 113 (61.08%) Finance
9 110 (59.46%) Microservices
10 107 (57.84%) GCP
11 94 (50.81%) GitLab
12 90 (48.65%) Web Services
13 89 (48.11%) SQL Server
13 89 (48.11%) Agile Software Development
13 89 (48.11%) Asset Management
13 89 (48.11%) Hedge funds
13 89 (48.11%) Investment Management
14 88 (47.57%) PostgreSQL
15 84 (45.41%) MySQL
16 82 (44.32%) Mentoring
17 81 (43.78%) AWS Lambda
17 81 (43.78%) Serverless
17 81 (43.78%) Git (software)
18 80 (43.24%) Amazon Redshift
19 77 (41.62%) Apigee
20 76 (41.08%) Google
21 74 (40.00%) Apache
22 73 (39.46%) OAuth

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 74 (40.00%) Apache
2 24 (12.97%) Confluence
3 8 (4.32%) Apache Spark
4 7 (3.78%) GlassFish
4 7 (3.78%) JBoss
4 7 (3.78%) SAS
4 7 (3.78%) WebSphere
5 5 (2.70%) Tomcat
6 4 (2.16%) Jupyter
7 2 (1.08%) IIS
7 2 (1.08%) nginx
8 1 (0.54%) Elasticsearch
Business Applications
1 7 (3.78%) IBM Operational Decision Manager
Cloud Services
1 136 (73.51%) AWS
2 133 (71.89%) Azure
3 107 (57.84%) GCP
4 81 (43.78%) AWS Lambda
4 81 (43.78%) Serverless
5 77 (41.62%) Apigee
6 73 (39.46%) Amazon ECS
7 39 (21.08%) OpenShift
8 18 (9.73%) Amazon EKS
9 10 (5.41%) GitHub
10 9 (4.86%) Azure Active Directory
11 7 (3.78%) AWS Fargate
11 7 (3.78%) Slack
12 6 (3.24%) Amazon EC2
12 6 (3.24%) Amazon ElastiCache
12 6 (3.24%) AWS CloudFormation
12 6 (3.24%) AWS Elastic Beanstalk
12 6 (3.24%) Azure Data Factory
12 6 (3.24%) Route 53
12 6 (3.24%) Virtual Private Cloud
Communications & Networking
1 11 (5.95%) HTTP
2 9 (4.86%) DNS
2 9 (4.86%) FTP
2 9 (4.86%) IMAP
2 9 (4.86%) SMTP
2 9 (4.86%) TCP/IP
3 7 (3.78%) Kerberos
4 6 (3.24%) DSL
4 6 (3.24%) VPN
Database & Business Intelligence
1 89 (48.11%) SQL Server
2 88 (47.57%) PostgreSQL
3 84 (45.41%) MySQL
4 80 (43.24%) Amazon Redshift
5 48 (25.95%) Data Warehouse
6 32 (17.30%) NoSQL
7 20 (10.81%) MongoDB
8 18 (9.73%) Hadoop
9 9 (4.86%) Big Data
10 7 (3.78%) Amazon DynamoDB
10 7 (3.78%) Apache Cassandra
10 7 (3.78%) Oracle Database
10 7 (3.78%) Pentaho
11 6 (3.24%) Amazon RDS
11 6 (3.24%) Data Lake
12 4 (2.16%) Cosmos DB
12 4 (2.16%) HBase
12 4 (2.16%) Impala
12 4 (2.16%) Power BI
12 4 (2.16%) Sqoop
Development Applications
1 137 (74.05%) Jenkins
2 94 (50.81%) GitLab
3 81 (43.78%) Git (software)
4 52 (28.11%) JIRA
5 41 (22.16%) Sonatype Nexus
6 21 (11.35%) Bitbucket
7 14 (7.57%) Maven
8 13 (7.03%) CircleCI
9 11 (5.95%) JUnit
9 11 (5.95%) SonarQube
10 9 (4.86%) Gerrit
11 8 (4.32%) Atlassian Bamboo
11 8 (4.32%) Eclipse
11 8 (4.32%) Sublime Text
11 8 (4.32%) Travis CI
12 7 (3.78%) Ant
12 7 (3.78%) Apache Archiva
12 7 (3.78%) Bitbucket Server
12 7 (3.78%) Mockito
12 7 (3.78%) TeamCity
General
1 113 (61.08%) Finance
2 71 (38.38%) Banking
3 48 (25.95%) Back Office
4 18 (9.73%) Front Office
5 7 (3.78%) Games
5 7 (3.78%) Manufacturing
Job Titles
1 64 (34.59%) Architect
2 58 (31.35%) Solutions Architect
3 54 (29.19%) AWS Architect
4 52 (28.11%) Cloud Architect
4 52 (28.11%) Cloud Solutions Architect
4 52 (28.11%) Data Architect
4 52 (28.11%) Java Architect
4 52 (28.11%) Java Solutions Architect
5 48 (25.95%) AWS Solutions Architect
6 30 (16.22%) Developer
7 27 (14.59%) Data Engineer
8 23 (12.43%) Software Engineer
9 22 (11.89%) Java Developer
9 22 (11.89%) Java Engineer
10 15 (8.11%) DevOps Engineer
10 15 (8.11%) Java Software Engineer
10 15 (8.11%) Lead Developer
11 14 (7.57%) Developer/Software Engineer
11 14 (7.57%) Java Software Developer
11 14 (7.57%) SQL Developer
Libraries, Frameworks & Software Standards
1 90 (48.65%) Web Services
2 73 (39.46%) gRPC
2 73 (39.46%) OAuth
2 73 (39.46%) Swagger
3 42 (22.70%) Node.js
4 27 (14.59%) AngularJS
4 27 (14.59%) React
5 24 (12.97%) .NET
6 16 (8.65%) LDAP
7 12 (6.49%) Kafka
8 11 (5.95%) HTML
8 11 (5.95%) HTML5
8 11 (5.95%) REST
8 11 (5.95%) XML
9 10 (5.41%) RESTful
9 10 (5.41%) Spring
9 10 (5.41%) Spring Boot
10 9 (4.86%) Elastic Stack
10 9 (4.86%) YAML
11 8 (4.32%) Visualforce
Miscellaneous
1 89 (48.11%) Hedge funds
2 32 (17.30%) Greenfield Project
3 24 (12.97%) Public Cloud
4 22 (11.89%) Blog
5 21 (11.35%) Fixed Income
6 18 (9.73%) Derivative
6 18 (9.73%) Equities
6 18 (9.73%) Equity Derivative
7 9 (4.86%) Cloud Native
7 9 (4.86%) Enterprise Software
8 8 (4.32%) PMI
9 7 (3.78%) Wiki
10 6 (3.24%) iPhone
11 4 (2.16%) Social Media
12 2 (1.08%) Analytical Skills
12 2 (1.08%) User Experience
13 1 (0.54%) Mobile App
13 1 (0.54%) Over-the-Top Content
13 1 (0.54%) Self-Motivation
Operating Systems
1 44 (23.78%) Linux
2 20 (10.81%) CentOS
3 15 (8.11%) Red Hat Enterprise Linux
4 12 (6.49%) CoreOS
4 12 (6.49%) Unix
5 7 (3.78%) Windows
6 6 (3.24%) Android
7 2 (1.08%) Debian
Processes & Methodologies
1 116 (62.70%) DevOps
2 110 (59.46%) Microservices
3 89 (48.11%) Agile Software Development
3 89 (48.11%) Asset Management
3 89 (48.11%) Investment Management
4 82 (44.32%) Mentoring
5 66 (35.68%) Technology Roadmap
6 62 (33.51%) Scrum
7 43 (23.24%) Software Engineering
8 35 (18.92%) Open Source
9 30 (16.22%) Analytics
10 27 (14.59%) Infrastructure as Code
10 27 (14.59%) Technical Leadership
11 24 (12.97%) Configuration Management
12 22 (11.89%) Data Analytics
13 21 (11.35%) Continuous Integration
14 19 (10.27%) Decision-Making
14 19 (10.27%) Migration
15 18 (9.73%) Portfolio Management
15 18 (9.73%) Wealth Management
Programming Languages
1 150 (81.08%) Python
2 131 (70.81%) Java
3 116 (62.70%) SQL
4 48 (25.95%) JavaScript
5 31 (16.76%) Bash Shell
6 25 (13.51%) C++
6 25 (13.51%) R
7 20 (10.81%) Groovy
8 16 (8.65%) PL/SQL
8 16 (8.65%) Ruby
9 11 (5.95%) PowerShell
10 10 (5.41%) Perl
11 9 (4.86%) Shell Script
12 8 (4.32%) Apex Code
12 8 (4.32%) Scala
13 7 (3.78%) Java 8
14 6 (3.24%) Go
15 5 (2.70%) Rust
16 4 (2.16%) C#
17 3 (1.62%) T-SQL
Qualifications
1 48 (25.95%) Sun Certification
2 8 (4.32%) Computer Science Degree
2 8 (4.32%) Degree
2 8 (4.32%) PMI Certification
3 7 (3.78%) SC Cleared
3 7 (3.78%) Security Cleared
4 5 (2.70%) OCP
4 5 (2.70%) Oracle Certification
5 4 (2.16%) Microsoft Certification
6 1 (0.54%) Numerate Degree
Quality Assurance & Compliance
1 6 (3.24%) SLA
2 1 (0.54%) QA
System Software
1 129 (69.73%) Docker
2 17 (9.19%) VMware Infrastructure
3 9 (4.86%) Active Directory
4 7 (3.78%) GlusterFS
4 7 (3.78%) VirtualBox
5 6 (3.24%) Samba
6 4 (2.16%) HDFS
7 1 (0.54%) Virtual Machines
7 1 (0.54%) vSphere
Systems Management
1 131 (70.81%) Kubernetes
2 61 (32.97%) Ansible
3 49 (26.49%) Terraform
4 14 (7.57%) Opscode Chef
5 10 (5.41%) Hadoop YARN
6 8 (4.32%) Nagios
6 8 (4.32%) Puppet
7 7 (3.78%) vRealize Orchestrator
8 6 (3.24%) Ambari
9 5 (2.70%) Docker Swarm
10 4 (2.16%) Oozie
11 2 (1.08%) Galera Cluster
11 2 (1.08%) OpenNebula
11 2 (1.08%) Prometheus
12 1 (0.54%) Graphite
12 1 (0.54%) Kibana
12 1 (0.54%) Salt
12 1 (0.54%) vCenter Server
Vendors
1 76 (41.08%) Google
2 38 (20.54%) Oracle
3 21 (11.35%) Microsoft
4 18 (9.73%) Cloudera
5 17 (9.19%) VMware
6 13 (7.03%) Veracode
7 10 (5.41%) Atlassian
8 9 (4.86%) ServiceNow
9 8 (4.32%) Salesforce.com
10 7 (3.78%) Autodesk
10 7 (3.78%) IBM
10 7 (3.78%) Red Hat
10 7 (3.78%) Tableau
11 6 (3.24%) AppDynamics
11 6 (3.24%) Databricks
11 6 (3.24%) New Relic
11 6 (3.24%) Splunk
12 5 (2.70%) Confluent
12 5 (2.70%) Perforce
13 4 (2.16%) StreamSets