Period
to 5 July 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 5 July 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 628 837 1032
Rank change year-on-year +209 +195 +20
Permanent jobs citing Artifactory 221 278 193
As % of all permanent jobs advertised in the UK 0.28% 0.19% 0.11%
As % of the Development Applications category 1.43% 0.97% 0.52%
Number of salaries quoted 181 242 142
Median annual salary £90,000 £72,500 £60,000
Median salary % change year-on-year +24.14% +20.83% +1.69%
10th Percentile £45,000 £37,500 £32,500
90th Percentile £143,750 £110,000 £95,000
UK excluding London median annual salary £51,593 £50,000 £45,000
% change year-on-year +3.19% +11.11% -5.72%

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 15,466 28,598 36,895
As % of all permanent IT jobs advertised in the UK 19.62% 19.41% 20.73%
Number of salaries quoted 12,333 22,725 29,965
Median annual salary £55,000 £51,000 £50,000
Median salary % change year-on-year +7.84% +2.00% +5.26%
10th Percentile £33,750 £32,500 £32,500
90th Percentile £85,000 £81,900 £77,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 5 July 2020.

Salary histogram for Artifactory in the UK

Artifactory
Top 14 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 5 July 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 +220 216 £90,000 +16.13% 25
London +139 155 £115,000 +43.75% 17
UK excluding London +201 65 £51,593 +3.19% 11
South East +174 21 £50,000 -9.09% 3
South West +106 15 £51,593 -16.97% 1
Midlands +97 13 £60,690 +10.35% 1
East of England +103 9 - -
West Midlands +65 8 £67,500 +22.73%
East Midlands +76 5 £53,750 - 1
Work from Home +30 4 £55,000 -31.25% 3
North of England +126 3 £57,500 +27.78% 3
North West +98 3 £57,500 +27.78% 2
Scotland +76 3 £72,500 +70.59% 2
Wales - 1 £44,000 - 1

For the 6 months to 5 July 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.

1 167 (75.57%) Python
2 162 (73.30%) AWS
2 162 (73.30%) Docker
3 155 (70.14%) Java
4 144 (65.16%) Jenkins
5 143 (64.71%) Kubernetes
5 143 (64.71%) SQL
6 142 (64.25%) Azure
7 130 (58.82%) DevOps
8 128 (57.92%) Finance
9 115 (52.04%) Agile Software Development
10 110 (49.77%) GCP
11 106 (47.96%) Microservices
12 97 (43.89%) Web Services
13 92 (41.63%) Asset Management
13 92 (41.63%) Hedge funds
13 92 (41.63%) Investment Management
14 88 (39.82%) Ansible
15 82 (37.10%) Scrum
16 78 (35.29%) MySQL
17 76 (34.39%) Git (software)
18 71 (32.13%) Public Cloud
19 70 (31.67%) GitLab
19 70 (31.67%) Node.js
19 70 (31.67%) Open Source
19 70 (31.67%) Linux
20 68 (30.77%) JavaScript
20 68 (30.77%) PostgreSQL
20 68 (30.77%) Mentoring
21 66 (29.86%) OpenShift

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 55 (24.89%) Apache
2 21 (9.50%) Confluence
3 10 (4.52%) Tomcat
4 9 (4.07%) Apache Spark
5 6 (2.71%) SAS
6 4 (1.81%) Jupyter
7 3 (1.36%) Elasticsearch
7 3 (1.36%) IIS
7 3 (1.36%) nginx
8 2 (0.90%) Apache Solr
8 2 (0.90%) Cloud Foundry
9 1 (0.45%) CMS
9 1 (0.45%) JBoss
9 1 (0.45%) WildFly
Business Applications
1 1 (0.45%) Oracle Cash Management
1 1 (0.45%) Sentinel
Cloud Services
1 162 (73.30%) AWS
2 142 (64.25%) Azure
3 110 (49.77%) GCP
4 66 (29.86%) OpenShift
5 63 (28.51%) AWS Lambda
5 63 (28.51%) Serverless
6 51 (23.08%) Apigee
7 50 (22.62%) Amazon ECS
8 15 (6.79%) Slack
9 13 (5.88%) Amazon EC2
10 12 (5.43%) GitHub
11 11 (4.98%) Amazon EKS
11 11 (4.98%) Amazon ElastiCache
11 11 (4.98%) Amazon S3
11 11 (4.98%) AWS Elastic Beanstalk
11 11 (4.98%) Route 53
11 11 (4.98%) Virtual Private Cloud
12 7 (3.17%) AWS CloudFormation
13 6 (2.71%) AWS Fargate
14 5 (2.26%) BlazeMeter
Communications & Networking
1 12 (5.43%) HTTP
2 11 (4.98%) TCP/IP
3 8 (3.62%) VPN
4 7 (3.17%) Kerberos
4 7 (3.17%) SSL
5 6 (2.71%) DNS
5 6 (2.71%) DSL
6 4 (1.81%) FTP
6 4 (1.81%) IMAP
6 4 (1.81%) SMTP
7 2 (0.90%) Firewall
7 2 (0.90%) HTTPS
7 2 (0.90%) LAN
7 2 (0.90%) WAN
8 1 (0.45%) BIG-IP
8 1 (0.45%) CDMA
8 1 (0.45%) GSM
8 1 (0.45%) LTE
8 1 (0.45%) UMTS
8 1 (0.45%) Wireshark
Database & Business Intelligence
1 78 (35.29%) MySQL
2 68 (30.77%) PostgreSQL
3 66 (29.86%) SQL Server
4 60 (27.15%) Amazon Redshift
5 59 (26.70%) NoSQL
6 29 (13.12%) MongoDB
7 26 (11.76%) Data Warehouse
7 26 (11.76%) Hadoop
8 16 (7.24%) Big Data
9 15 (6.79%) Apache Cassandra
10 14 (6.33%) Amazon DynamoDB
11 12 (5.43%) Pentaho
12 11 (4.98%) Amazon RDS
12 11 (4.98%) Redis
13 8 (3.62%) InfluxDB
14 6 (2.71%) Oracle Database
15 5 (2.26%) Apache Hive
15 5 (2.26%) Impala
15 5 (2.26%) Relational Database
15 5 (2.26%) SAS Data Integration Studio
Development Applications
1 144 (65.16%) Jenkins
2 76 (34.39%) Git (software)
3 70 (31.67%) GitLab
4 53 (23.98%) JIRA
5 33 (14.93%) Sonatype Nexus
6 31 (14.03%) Maven
7 29 (13.12%) Bitbucket
8 20 (9.05%) SonarQube
9 16 (7.24%) Ant
10 11 (4.98%) Bitbucket Server
10 11 (4.98%) Vagrant
11 10 (4.52%) JUnit
11 10 (4.52%) TeamCity
12 7 (3.17%) Atlassian Bamboo
12 7 (3.17%) CMake
13 6 (2.71%) CircleCI
13 6 (2.71%) JMeter
13 6 (2.71%) RStudio
14 5 (2.26%) Selenium
15 4 (1.81%) Subversion
General
1 128 (57.92%) Finance
2 56 (25.34%) Banking
3 43 (19.46%) Front Office
4 26 (11.76%) Back Office
5 9 (4.07%) Manufacturing
6 4 (1.81%) Games
7 3 (1.36%) Retail
8 2 (0.90%) Automotive
8 2 (0.90%) Financial Institution
8 2 (0.90%) Public Sector
Job Titles
1 61 (27.60%) Architect
2 50 (22.62%) Solutions Architect
3 36 (16.29%) DevOps Engineer
4 32 (14.48%) AWS Architect
5 31 (14.03%) Data Engineer
6 30 (13.57%) Cloud Architect
6 30 (13.57%) Cloud Solutions Architect
6 30 (13.57%) Data Architect
6 30 (13.57%) Java Architect
6 30 (13.57%) Java Solutions Architect
7 27 (12.22%) Software Engineer
8 26 (11.76%) AWS Solutions Architect
9 24 (10.86%) Developer
10 23 (10.41%) Java Engineer
11 19 (8.60%) Head of Engineering
11 19 (8.60%) Head of Finance
11 19 (8.60%) Java Developer
11 19 (8.60%) Lead Architect
12 18 (8.14%) Lead Solutions Architect
13 15 (6.79%) AWS Engineer
Libraries, Frameworks & Software Standards
1 97 (43.89%) Web Services
2 70 (31.67%) Node.js
3 56 (25.34%) AngularJS
4 54 (24.43%) .NET
5 51 (23.08%) gRPC
6 50 (22.62%) OAuth
6 50 (22.62%) React
6 50 (22.62%) Swagger
7 23 (10.41%) Kafka
8 13 (5.88%) Elastic Stack
9 12 (5.43%) LDAP
10 11 (4.98%) CSS
10 11 (4.98%) HTML
11 9 (4.07%) ADO
11 9 (4.07%) RabbitMQ
12 8 (3.62%) HTML5
12 8 (3.62%) PySpark
13 7 (3.17%) REST
13 7 (3.17%) Shiny
13 7 (3.17%) Spring
Miscellaneous
1 92 (41.63%) Hedge funds
2 71 (32.13%) Public Cloud
3 61 (27.60%) Greenfield Project
4 46 (20.81%) Fixed Income
5 45 (20.36%) Blog
6 43 (19.46%) Derivative
6 43 (19.46%) Equities
6 43 (19.46%) Equity Derivative
7 11 (4.98%) Enterprise Software
8 8 (3.62%) Cloud Native
8 8 (3.62%) PMI
9 7 (3.17%) Wiki
10 5 (2.26%) CESG
11 4 (1.81%) iPhone
12 2 (0.90%) Analytical Skills
12 2 (0.90%) Self-Motivation
12 2 (0.90%) User Experience
13 1 (0.45%) Mobile App
13 1 (0.45%) Over-the-Top Content
13 1 (0.45%) SWIFT
Operating Systems
1 70 (31.67%) Linux
2 27 (12.22%) Unix
3 25 (11.31%) CentOS
4 16 (7.24%) CoreOS
5 13 (5.88%) Red Hat Enterprise Linux
6 11 (4.98%) Debian
7 8 (3.62%) Windows
8 4 (1.81%) Android
9 3 (1.36%) Ubuntu
9 3 (1.36%) Windows Server
Processes & Methodologies
1 130 (58.82%) DevOps
2 115 (52.04%) Agile Software Development
3 106 (47.96%) Microservices
4 92 (41.63%) Asset Management
4 92 (41.63%) Investment Management
5 82 (37.10%) Scrum
6 70 (31.67%) Open Source
7 68 (30.77%) Mentoring
8 66 (29.86%) Analytics
9 55 (24.89%) Data Analytics
10 50 (22.62%) Migration
11 44 (19.91%) Decision-Making
11 44 (19.91%) Portfolio Management
11 44 (19.91%) Software Engineering
11 44 (19.91%) Technology Roadmap
12 43 (19.46%) Wealth Management
13 37 (16.74%) Continuous Integration
14 35 (15.84%) Infrastructure as Code
15 29 (13.12%) Configuration Management
16 20 (9.05%) Auto-Scaling
Programming Languages
1 167 (75.57%) Python
2 155 (70.14%) Java
3 143 (64.71%) SQL
4 68 (30.77%) JavaScript
5 53 (23.98%) C++
6 50 (22.62%) R
7 35 (15.84%) Bash Shell
8 26 (11.76%) PL/SQL
9 16 (7.24%) Groovy
10 15 (6.79%) Ruby
11 10 (4.52%) Scala
12 9 (4.07%) Go
13 7 (3.17%) C#
14 6 (2.71%) Perl
14 6 (2.71%) Shell Script
15 5 (2.26%) ES6
15 5 (2.26%) Rust
16 3 (1.36%) Java 8
16 3 (1.36%) T-SQL
16 3 (1.36%) TypeScript
Qualifications
1 26 (11.76%) Sun Certification
2 16 (7.24%) Degree
3 10 (4.52%) Computer Science Degree
4 8 (3.62%) PMI Certification
5 5 (2.26%) CESG Certified Professional
5 5 (2.26%) OCP
5 5 (2.26%) Oracle Certification
6 4 (1.81%) Microsoft Certification
6 4 (1.81%) SC Cleared
6 4 (1.81%) Security Cleared
7 3 (1.36%) Numerate Degree
Quality Assurance & Compliance
1 9 (4.07%) QA
2 6 (2.71%) SLA
3 1 (0.45%) SEPA
System Software
1 162 (73.30%) Docker
2 15 (6.79%) VMware Infrastructure
3 11 (4.98%) GlusterFS
3 11 (4.98%) VirtualBox
4 10 (4.52%) Apache ZooKeeper
5 6 (2.71%) Samba
6 4 (1.81%) Active Directory
6 4 (1.81%) HDFS
7 2 (0.90%) Virtual Machines
7 2 (0.90%) VMware ESXi
7 2 (0.90%) VMware NSX
7 2 (0.90%) vSphere
Systems Management
1 143 (64.71%) Kubernetes
2 88 (39.82%) Ansible
3 49 (22.17%) Terraform
4 13 (5.88%) Puppet
5 12 (5.43%) Nagios
6 11 (4.98%) Docker Swarm
7 10 (4.52%) Hadoop YARN
7 10 (4.52%) Opscode Chef
8 8 (3.62%) Grafana
9 7 (3.17%) vRealize Orchestrator
10 6 (2.71%) Ambari
10 6 (2.71%) Galera Cluster
10 6 (2.71%) OpenNebula
11 5 (2.26%) OSSEC
12 4 (1.81%) Oozie
12 4 (1.81%) Salt
13 3 (1.36%) Kibana
13 3 (1.36%) Prometheus
14 2 (0.90%) Consul
14 2 (0.90%) vCenter Server
Vendors
1 60 (27.15%) Google
2 50 (22.62%) Oracle
3 25 (11.31%) Cloudera
4 21 (9.50%) Red Hat
5 16 (7.24%) VMware
6 12 (5.43%) New Relic
7 8 (3.62%) Splunk
8 7 (3.17%) AppDynamics
8 7 (3.17%) Atlassian
8 7 (3.17%) Autodesk
8 7 (3.17%) Microsoft
8 7 (3.17%) Tableau
9 6 (2.71%) Hitachi
9 6 (2.71%) Veracode
10 5 (2.26%) Confluent
10 5 (2.26%) Perforce
11 4 (1.81%) Databricks
11 4 (1.81%) ServiceNow
11 4 (1.81%) StreamSets
12 3 (1.36%) Informatica