Period
to 22 September 2020

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

JFrog Artifactory
UK
6 months to
22 Sep 2020
Same period 2019 Same period 2018
Rank 516 783 995
Rank change year-on-year +267 +212 +40
Permanent jobs citing Artifactory 195 302 178
As % of all permanent jobs advertised in the UK 0.39% 0.22% 0.11%
As % of the Development Applications category 1.88% 1.13% 0.53%
Number of salaries quoted 140 252 147
Median annual salary £115,000 £80,000 £70,000
Median salary % change year-on-year +43.75% +14.29% +10.26%
10th Percentile £50,235 £45,000 £40,250
90th Percentile £143,750 £125,000 £95,000
UK excluding London median annual salary £51,593 £50,000 £52,500
% change year-on-year +3.19% -4.76% +5.00%

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 with a requirement for development application skills.

All Development Application Skills
UK
Permanent vacancies with a requirement for development application skills 10,397 26,627 33,669
As % of all permanent IT jobs advertised in the UK 20.88% 19.14% 20.22%
Number of salaries quoted 8,478 21,040 27,256
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £35,000 £32,500 £32,500
90th Percentile £85,000 £82,500 £78,750
UK excluding London median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +2.22% +3.45%

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 22 September 2020.

Salary histogram for Artifactory in the UK

Artifactory
Top 11 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 22 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
England +293 189 £115,000 +43.75% 13
London +214 150 £115,000 +35.29% 9
UK excluding London +260 40 £51,593 +3.19% 7
Midlands +141 14 £65,000 +14.44%
West Midlands +95 14 £65,000 +14.44%
South West +126 10 £51,593 -16.97% 2
East of England +112 8 - -
Scotland +105 4 £39,500 -7.06% 1
South East +207 3 £59,000 -9.23% 1
Work from Home +22 1 £44,000 -43.23% 4
Wales - 1 £44,000 - 2

For the 6 months to 22 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 with a requirement for Artifactory.

1 156 (80.00%) Python
2 144 (73.85%) Jenkins
3 143 (73.33%) AWS
4 141 (72.31%) Azure
5 137 (70.26%) Kubernetes
6 134 (68.72%) Docker
7 133 (68.21%) Java
8 122 (62.56%) DevOps
9 118 (60.51%) SQL
10 112 (57.44%) Finance
10 112 (57.44%) GCP
11 110 (56.41%) Microservices
12 96 (49.23%) GitLab
12 96 (49.23%) Agile Software Development
13 90 (46.15%) PostgreSQL
13 90 (46.15%) Web Services
14 89 (45.64%) SQL Server
14 89 (45.64%) Asset Management
14 89 (45.64%) Investment Management
14 89 (45.64%) Hedge funds
15 88 (45.13%) Git (software)
16 83 (42.56%) MySQL
16 83 (42.56%) Mentoring
16 83 (42.56%) Amazon Redshift
17 81 (41.54%) AWS Lambda
17 81 (41.54%) Serverless
18 78 (40.00%) Google
19 77 (39.49%) Apigee
20 74 (37.95%) Apache
21 73 (37.44%) OAuth

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 74 (37.95%) Apache
2 25 (12.82%) Confluence
3 10 (5.13%) SAS
4 8 (4.10%) Apache Spark
5 7 (3.59%) GlassFish
5 7 (3.59%) JBoss
5 7 (3.59%) WebSphere
6 5 (2.56%) Elasticsearch
6 5 (2.56%) Tomcat
7 4 (2.05%) Jupyter
8 2 (1.03%) IIS
8 2 (1.03%) nginx
Business Applications
1 7 (3.59%) IBM Operational Decision Manager
Cloud Services
1 143 (73.33%) AWS
2 141 (72.31%) Azure
3 112 (57.44%) GCP
4 81 (41.54%) AWS Lambda
4 81 (41.54%) Serverless
5 77 (39.49%) Apigee
6 73 (37.44%) Amazon ECS
7 42 (21.54%) OpenShift
8 19 (9.74%) Amazon EKS
9 12 (6.15%) GitHub
10 9 (4.62%) Azure Active Directory
11 7 (3.59%) AWS Fargate
11 7 (3.59%) Slack
12 6 (3.08%) Amazon EC2
12 6 (3.08%) Amazon ElastiCache
12 6 (3.08%) AWS CloudFormation
12 6 (3.08%) AWS Elastic Beanstalk
12 6 (3.08%) Azure Data Factory
12 6 (3.08%) Route 53
12 6 (3.08%) Virtual Private Cloud
Communications & Networking
1 11 (5.64%) HTTP
2 9 (4.62%) DNS
2 9 (4.62%) FTP
2 9 (4.62%) IMAP
2 9 (4.62%) SMTP
2 9 (4.62%) TCP/IP
3 7 (3.59%) Kerberos
4 6 (3.08%) DSL
4 6 (3.08%) VPN
5 2 (1.03%) Firewall
5 2 (1.03%) SSL
Database & Business Intelligence
1 90 (46.15%) PostgreSQL
2 89 (45.64%) SQL Server
3 83 (42.56%) Amazon Redshift
3 83 (42.56%) MySQL
4 48 (24.62%) Data Warehouse
5 32 (16.41%) NoSQL
6 25 (12.82%) Hadoop
7 19 (9.74%) MongoDB
8 11 (5.64%) Big Data
9 10 (5.13%) Oracle Database
9 10 (5.13%) Pentaho
10 9 (4.62%) Apache Cassandra
11 7 (3.59%) Amazon DynamoDB
12 6 (3.08%) Amazon RDS
12 6 (3.08%) Data Lake
13 4 (2.05%) Apache Hive
13 4 (2.05%) Cosmos DB
13 4 (2.05%) Impala
13 4 (2.05%) Power BI
13 4 (2.05%) Sqoop
Development Applications
1 144 (73.85%) Jenkins
2 96 (49.23%) GitLab
3 88 (45.13%) Git (software)
4 53 (27.18%) JIRA
5 42 (21.54%) Sonatype Nexus
6 24 (12.31%) Bitbucket
7 16 (8.21%) Maven
8 14 (7.18%) CircleCI
8 14 (7.18%) SonarQube
9 11 (5.64%) JUnit
10 9 (4.62%) Gerrit
11 8 (4.10%) Atlassian Bamboo
11 8 (4.10%) Eclipse
11 8 (4.10%) Sublime Text
11 8 (4.10%) TeamCity
11 8 (4.10%) Travis CI
12 7 (3.59%) Apache Archiva
12 7 (3.59%) Bitbucket Server
12 7 (3.59%) CMake
12 7 (3.59%) Mockito
General
1 112 (57.44%) Finance
2 71 (36.41%) Banking
3 48 (24.62%) Back Office
4 18 (9.23%) Front Office
5 9 (4.62%) Games
6 7 (3.59%) Manufacturing
Job Titles
1 65 (33.33%) Architect
2 58 (29.74%) Solutions Architect
3 54 (27.69%) AWS Architect
4 52 (26.67%) Cloud Architect
4 52 (26.67%) Cloud Solutions Architect
4 52 (26.67%) Data Architect
4 52 (26.67%) Java Architect
4 52 (26.67%) Java Solutions Architect
5 48 (24.62%) AWS Solutions Architect
6 30 (15.38%) Data Engineer
6 30 (15.38%) Developer
7 23 (11.79%) Software Engineer
8 22 (11.28%) Java Developer
9 21 (10.77%) Java Engineer
10 18 (9.23%) DevOps Engineer
11 15 (7.69%) Java Software Engineer
11 15 (7.69%) Lead Developer
12 14 (7.18%) Developer/Software Engineer
12 14 (7.18%) Java Software Developer
12 14 (7.18%) SQL Developer
Libraries, Frameworks & Software Standards
1 90 (46.15%) Web Services
2 73 (37.44%) gRPC
2 73 (37.44%) OAuth
2 73 (37.44%) Swagger
3 41 (21.03%) Node.js
4 27 (13.85%) AngularJS
4 27 (13.85%) React
5 24 (12.31%) .NET
6 16 (8.21%) Kafka
6 16 (8.21%) LDAP
7 11 (5.64%) Elastic Stack
7 11 (5.64%) HTML
7 11 (5.64%) HTML5
7 11 (5.64%) REST
7 11 (5.64%) XML
8 10 (5.13%) RESTful
8 10 (5.13%) Spring
8 10 (5.13%) Spring Boot
9 9 (4.62%) ADO
9 9 (4.62%) YAML
Miscellaneous
1 89 (45.64%) Hedge funds
2 32 (16.41%) Greenfield Project
3 25 (12.82%) Public Cloud
4 22 (11.28%) Blog
5 21 (10.77%) Fixed Income
6 18 (9.23%) Derivative
6 18 (9.23%) Equities
6 18 (9.23%) Equity Derivative
7 9 (4.62%) Cloud Native
7 9 (4.62%) Enterprise Software
8 8 (4.10%) PMI
9 7 (3.59%) Wiki
10 6 (3.08%) iPhone
11 4 (2.05%) Social Media
12 2 (1.03%) Analytical Skills
12 2 (1.03%) Data Centre
12 2 (1.03%) Hybrid Cloud
12 2 (1.03%) PKI
12 2 (1.03%) User Experience
13 1 (0.51%) Over-the-Top Content
Operating Systems
1 48 (24.62%) Linux
2 20 (10.26%) CentOS
3 15 (7.69%) Red Hat Enterprise Linux
4 12 (6.15%) CoreOS
4 12 (6.15%) Unix
5 10 (5.13%) Windows
6 6 (3.08%) Android
7 2 (1.03%) Windows Server
8 1 (0.51%) Debian
Processes & Methodologies
1 122 (62.56%) DevOps
2 110 (56.41%) Microservices
3 96 (49.23%) Agile Software Development
4 89 (45.64%) Asset Management
4 89 (45.64%) Investment Management
5 83 (42.56%) Mentoring
6 66 (33.85%) Technology Roadmap
7 64 (32.82%) Scrum
8 46 (23.59%) Software Engineering
9 36 (18.46%) Open Source
10 31 (15.90%) Analytics
11 30 (15.38%) Infrastructure as Code
11 30 (15.38%) Technical Leadership
12 26 (13.33%) Configuration Management
13 25 (12.82%) Continuous Integration
14 22 (11.28%) Data Analytics
15 19 (9.74%) Decision-Making
15 19 (9.74%) Migration
16 18 (9.23%) Portfolio Management
16 18 (9.23%) Wealth Management
Programming Languages
1 156 (80.00%) Python
2 133 (68.21%) Java
3 118 (60.51%) SQL
4 50 (25.64%) JavaScript
5 33 (16.92%) Bash Shell
6 25 (12.82%) C++
6 25 (12.82%) R
7 20 (10.26%) Groovy
8 19 (9.74%) PL/SQL
9 18 (9.23%) Ruby
10 11 (5.64%) PowerShell
10 11 (5.64%) Shell Script
11 10 (5.13%) Perl
12 8 (4.10%) Apex Code
12 8 (4.10%) Go
12 8 (4.10%) Scala
13 7 (3.59%) Java 8
14 6 (3.08%) C#
15 5 (2.56%) Rust
16 3 (1.54%) T-SQL
Qualifications
1 48 (24.62%) Sun Certification
2 9 (4.62%) SC Cleared
2 9 (4.62%) Security Cleared
3 8 (4.10%) Computer Science Degree
3 8 (4.10%) Degree
3 8 (4.10%) PMI Certification
4 5 (2.56%) OCP
4 5 (2.56%) Oracle Certification
5 4 (2.05%) Microsoft Certification
6 1 (0.51%) Numerate Degree
Quality Assurance & Compliance
1 6 (3.08%) SLA
2 1 (0.51%) QA
System Software
1 134 (68.72%) Docker
2 17 (8.72%) VMware Infrastructure
3 9 (4.62%) Active Directory
4 7 (3.59%) GlusterFS
4 7 (3.59%) VirtualBox
5 6 (3.08%) Samba
6 4 (2.05%) HDFS
7 2 (1.03%) Apache ZooKeeper
8 1 (0.51%) Virtual Machines
8 1 (0.51%) vSphere
Systems Management
1 137 (70.26%) Kubernetes
2 69 (35.38%) Ansible
3 56 (28.72%) Terraform
4 16 (8.21%) Opscode Chef
5 12 (6.15%) Puppet
6 10 (5.13%) Hadoop YARN
7 8 (4.10%) Nagios
8 7 (3.59%) vRealize Orchestrator
9 6 (3.08%) Ambari
10 5 (2.56%) Docker Swarm
11 4 (2.05%) Oozie
12 2 (1.03%) Prometheus
13 1 (0.51%) Galera Cluster
13 1 (0.51%) Graphite
13 1 (0.51%) HP Fortify
13 1 (0.51%) Kibana
13 1 (0.51%) OpenNebula
13 1 (0.51%) Salt
13 1 (0.51%) vCenter Server
Vendors
1 78 (40.00%) Google
2 41 (21.03%) Oracle
3 22 (11.28%) Microsoft
4 21 (10.77%) Cloudera
5 18 (9.23%) VMware
6 14 (7.18%) Veracode
7 10 (5.13%) Atlassian
8 9 (4.62%) ServiceNow
9 8 (4.10%) Salesforce.com
10 7 (3.59%) Autodesk
10 7 (3.59%) IBM
10 7 (3.59%) Red Hat
10 7 (3.59%) Splunk
10 7 (3.59%) Tableau
11 6 (3.08%) AppDynamics
11 6 (3.08%) Databricks
11 6 (3.08%) New Relic
12 5 (2.56%) Confluent
12 5 (2.56%) Perforce
13 4 (2.05%) StreamSets