Period
to 24 November 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 24 November 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
24 Nov 2020
Same period 2019 Same period 2018
Rank 517 719 989
Rank change year-on-year +202 +270 +52
Permanent jobs citing Artifactory 196 349 168
As % of all permanent jobs advertised in the UK 0.36% 0.26% 0.10%
As % of the Development Applications category 1.70% 1.37% 0.52%
Number of salaries quoted 155 289 144
Median annual salary £75,000 £77,500 £57,500
Median salary % change year-on-year -3.23% +34.78% -14.81%
10th Percentile £48,750 £41,700 £35,750
90th Percentile £143,750 £140,500 £105,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 11,497 25,468 32,279
As % of all permanent IT jobs advertised in the UK 21.04% 19.01% 20.02%
Number of salaries quoted 9,599 20,254 26,053
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 £82,500 £83,750 £80,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 24 November 2020.

Salary histogram for Artifactory in the UK

Artifactory
Top 13 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 24 November 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 +201 191 £85,000 +9.68% 45
London +152 141 £115,000 +31.43% 27
UK excluding London +202 47 £52,500 +5.00% 21
Midlands +107 24 £57,500 +2.68% 3
West Midlands +73 24 £57,500 +2.68% 2
South West +100 9 £51,593 -16.97% 1
Work from Home -35 7 £52,500 -27.59% 3
South East +180 4 £65,000 - 3
East of England +98 4 - - 4
Scotland +81 3 £41,750 -1.76% 2
Northern Ireland - 2 £52,500 -
North of England +109 1 £70,000 +40.00% 7
North West +89 1 £70,000 +40.00% 6

For the 6 months to 24 November 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.

1 144 (73.47%) Azure
2 143 (72.96%) Jenkins
3 133 (67.86%) AWS
4 124 (63.27%) Python
5 117 (59.69%) Kubernetes
6 115 (58.67%) SQL
7 111 (56.63%) Java
8 110 (56.12%) DevOps
9 109 (55.61%) Docker
10 107 (54.59%) Agile Software Development
11 105 (53.57%) Git (software)
12 101 (51.53%) Finance
13 94 (47.96%) GCP
14 87 (44.39%) Ansible
15 83 (42.35%) Microservices
16 81 (41.33%) Terraform
17 79 (40.31%) PostgreSQL
17 79 (40.31%) Scrum
18 77 (39.29%) Amazon Redshift
19 74 (37.76%) SQL Server
20 70 (35.71%) Web Services
20 70 (35.71%) Asset Management
20 70 (35.71%) Investment Management
20 70 (35.71%) Hedge funds
21 64 (32.65%) Apigee
21 64 (32.65%) GitLab
22 63 (32.14%) MySQL
23 61 (31.12%) AWS Lambda
23 61 (31.12%) Serverless
24 58 (29.59%) Google

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 (28.06%) Apache
2 32 (16.33%) Confluence
3 25 (12.76%) SAS
4 7 (3.57%) GlassFish
4 7 (3.57%) JBoss
4 7 (3.57%) WebSphere
5 3 (1.53%) Tomcat
6 2 (1.02%) Apache Pulsar
6 2 (1.02%) Elasticsearch
6 2 (1.02%) nginx
Business Applications
1 7 (3.57%) IBM Operational Decision Manager
Cloud Services
1 144 (73.47%) Azure
2 133 (67.86%) AWS
3 94 (47.96%) GCP
4 64 (32.65%) Apigee
5 61 (31.12%) AWS Lambda
5 61 (31.12%) Serverless
6 53 (27.04%) Amazon ECS
7 48 (24.49%) OpenShift
8 18 (9.18%) Azure Active Directory
9 17 (8.67%) GitHub
10 16 (8.16%) Amazon EKS
11 8 (4.08%) Amazon EC2
11 8 (4.08%) Amazon S3
11 8 (4.08%) Route 53
11 8 (4.08%) Virtual Private Cloud
12 7 (3.57%) AWS Fargate
13 6 (3.06%) Amazon ElastiCache
13 6 (3.06%) AWS Elastic Beanstalk
13 6 (3.06%) PaaS
14 5 (2.55%) SaaS
Communications & Networking
1 19 (9.69%) DNS
2 16 (8.16%) HTTP
3 15 (7.65%) FTP
3 15 (7.65%) IMAP
3 15 (7.65%) SMTP
3 15 (7.65%) TCP/IP
4 6 (3.06%) Firewall
4 6 (3.06%) VPN
5 3 (1.53%) DMZ
5 3 (1.53%) Kerberos
6 2 (1.02%) DSL
6 2 (1.02%) OpenVPN
6 2 (1.02%) SSL
7 1 (0.51%) CDMA
7 1 (0.51%) GSM
7 1 (0.51%) LTE
7 1 (0.51%) UMTS
Database & Business Intelligence
1 79 (40.31%) PostgreSQL
2 77 (39.29%) Amazon Redshift
3 74 (37.76%) SQL Server
4 63 (32.14%) MySQL
5 40 (20.41%) Data Warehouse
6 32 (16.33%) NoSQL
7 30 (15.31%) Hadoop
8 24 (12.24%) Oracle Database
8 24 (12.24%) Pentaho
9 23 (11.73%) MongoDB
10 8 (4.08%) Apache Cassandra
11 7 (3.57%) Amazon DynamoDB
12 6 (3.06%) Amazon RDS
13 5 (2.55%) Azure SQL Database
14 4 (2.04%) Big Data
15 3 (1.53%) Base SAS
15 3 (1.53%) SAS Data Integration Studio
15 3 (1.53%) SAS Enterprise Guide
15 3 (1.53%) SAS Visual Analytics
15 3 (1.53%) Tableau
Development Applications
1 143 (72.96%) Jenkins
2 105 (53.57%) Git (software)
3 64 (32.65%) GitLab
4 57 (29.08%) JIRA
5 43 (21.94%) Bitbucket
6 40 (20.41%) Sonatype Nexus
7 33 (16.84%) Maven
8 21 (10.71%) TeamCity
9 19 (9.69%) SonarQube
10 18 (9.18%) Travis CI
11 16 (8.16%) CircleCI
11 16 (8.16%) Eclipse
11 16 (8.16%) Sublime Text
12 15 (7.65%) Gerrit
13 11 (5.61%) JUnit
14 10 (5.10%) Subversion
15 8 (4.08%) Atlassian Bamboo
16 7 (3.57%) Bitbucket Server
16 7 (3.57%) Mockito
16 7 (3.57%) Vagrant
General
1 101 (51.53%) Finance
2 53 (27.04%) Banking
3 40 (20.41%) Back Office
4 18 (9.18%) Front Office
5 8 (4.08%) Games
6 4 (2.04%) Manufacturing
7 3 (1.53%) Billing
8 1 (0.51%) Retail
Job Titles
1 52 (26.53%) Architect
2 46 (23.47%) AWS Architect
2 46 (23.47%) Solutions Architect
3 40 (20.41%) AWS Solutions Architect
3 40 (20.41%) Cloud Architect
3 40 (20.41%) Cloud Solutions Architect
3 40 (20.41%) Data Architect
3 40 (20.41%) Java Architect
3 40 (20.41%) Java Solutions Architect
4 37 (18.88%) Developer
5 24 (12.24%) DevOps Engineer
6 23 (11.73%) AWS Engineer
6 23 (11.73%) Lead Developer
7 22 (11.22%) Data Engineer
8 20 (10.20%) Java Developer
9 19 (9.69%) Software Engineer
10 16 (8.16%) Java Engineer
10 16 (8.16%) Salesforce Developer
11 15 (7.65%) Consultant
11 15 (7.65%) Linux Consultant
Libraries, Frameworks & Software Standards
1 70 (35.71%) Web Services
2 53 (27.04%) gRPC
2 53 (27.04%) OAuth
2 53 (27.04%) Swagger
3 30 (15.31%) Node.js
4 27 (13.78%) React
5 25 (12.76%) AngularJS
6 21 (10.71%) Elastic Stack
7 20 (10.20%) LDAP
8 18 (9.18%) .NET
9 16 (8.16%) HTML
9 16 (8.16%) HTML5
9 16 (8.16%) Visualforce
9 16 (8.16%) XML
10 15 (7.65%) YAML
11 13 (6.63%) REST
12 12 (6.12%) Spring Boot
13 11 (5.61%) Middleware
13 11 (5.61%) Spring
14 8 (4.08%) Kafka
Miscellaneous
1 70 (35.71%) Hedge funds
2 30 (15.31%) Greenfield Project
3 22 (11.22%) Blog
3 22 (11.22%) Public Cloud
4 18 (9.18%) Derivative
4 18 (9.18%) Equities
4 18 (9.18%) Equity Derivative
4 18 (9.18%) Fixed Income
5 5 (2.55%) iPhone
6 4 (2.04%) Social Media
6 4 (2.04%) Wiki
7 3 (1.53%) Cloud Native
7 3 (1.53%) Self-Motivation
8 2 (1.02%) Analytical Skills
8 2 (1.02%) Data Centre
8 2 (1.02%) Hybrid Cloud
8 2 (1.02%) Linux Command Line
8 2 (1.02%) Management Information System
8 2 (1.02%) PKI
9 1 (0.51%) Mobile App
Operating Systems
1 47 (23.98%) Linux
2 24 (12.24%) CentOS
3 21 (10.71%) Red Hat Enterprise Linux
4 18 (9.18%) Windows
5 8 (4.08%) Unix
5 8 (4.08%) Windows Server
6 7 (3.57%) CoreOS
7 5 (2.55%) Android
8 3 (1.53%) Windows Server 2012
8 3 (1.53%) Windows Server 2016
9 2 (1.02%) Ubuntu
10 1 (0.51%) AIX
10 1 (0.51%) Solaris
Processes & Methodologies
1 110 (56.12%) DevOps
2 107 (54.59%) Agile Software Development
3 83 (42.35%) Microservices
4 79 (40.31%) Scrum
5 70 (35.71%) Asset Management
5 70 (35.71%) Investment Management
6 51 (26.02%) Mentoring
7 48 (24.49%) Software Engineering
8 40 (20.41%) Infrastructure as Code
8 40 (20.41%) Technology Roadmap
9 32 (16.33%) Open Source
10 30 (15.31%) Configuration Management
11 27 (13.78%) Technical Leadership
12 25 (12.76%) Analytics
13 24 (12.24%) Continuous Integration
13 24 (12.24%) Data Engineering
13 24 (12.24%) Requirements Gathering
14 22 (11.22%) Data Analytics
15 19 (9.69%) Decision-Making
15 19 (9.69%) Migration
Programming Languages
1 124 (63.27%) Python
2 115 (58.67%) SQL
3 111 (56.63%) Java
4 54 (27.55%) JavaScript
5 30 (15.31%) PL/SQL
5 30 (15.31%) Ruby
6 29 (14.80%) Bash Shell
7 23 (11.73%) C++
8 21 (10.71%) R
9 18 (9.18%) Groovy
9 18 (9.18%) Perl
10 17 (8.67%) Shell Script
11 16 (8.16%) Apex Code
12 14 (7.14%) PowerShell
13 7 (3.57%) Java 8
14 4 (2.04%) C#
15 3 (1.53%) Go
16 2 (1.02%) C
16 2 (1.02%) PHP
Qualifications
1 40 (20.41%) Sun Certification
2 7 (3.57%) Degree
2 7 (3.57%) SC Cleared
2 7 (3.57%) Security Cleared
3 6 (3.06%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.02%) SLA
System Software
1 109 (55.61%) Docker
2 21 (10.71%) VMware Infrastructure
3 18 (9.18%) Active Directory
4 7 (3.57%) GlusterFS
4 7 (3.57%) VirtualBox
5 3 (1.53%) Virtual Machines
6 2 (1.02%) Postfix
6 2 (1.02%) Samba
Systems Management
1 117 (59.69%) Kubernetes
2 87 (44.39%) Ansible
3 81 (41.33%) Terraform
4 15 (7.65%) Opscode Chef
5 11 (5.61%) Puppet
6 10 (5.10%) Nagios
7 4 (2.04%) HP Fortify
7 4 (2.04%) Rancher
8 3 (1.53%) Prometheus
8 3 (1.53%) vRealize Orchestrator
9 2 (1.02%) Ambari
9 2 (1.02%) Docker Swarm
9 2 (1.02%) Grafana
9 2 (1.02%) Hadoop YARN
9 2 (1.02%) ITRS Geneos
9 2 (1.02%) Munin
10 1 (0.51%) Graphite
Vendors
1 58 (29.59%) Google
2 49 (25.00%) Oracle
3 28 (14.29%) Microsoft
4 27 (13.78%) Cloudera
5 21 (10.71%) VMware
6 20 (10.20%) Salesforce.com
7 19 (9.69%) Atlassian
8 16 (8.16%) Talend
8 16 (8.16%) Veracode
9 15 (7.65%) ServiceNow
10 9 (4.59%) IBM
11 8 (4.08%) Red Hat
11 8 (4.08%) Splunk
12 6 (3.06%) AppDynamics
12 6 (3.06%) New Relic
13 4 (2.04%) Autodesk
14 2 (1.02%) Databricks
14 2 (1.02%) Lets Encrypt
15 1 (0.51%) CA
15 1 (0.51%) Sybase