Period
to 27 February 2021

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 27 February 2021 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
27 Feb 2021
Same period 2020 Same period 2019
Rank 554 722 953
Rank change year-on-year +168 +231 +87
Permanent jobs citing Artifactory 258 309 169
As % of all permanent jobs advertised in the UK 0.35% 0.25% 0.11%
As % of the Development Applications category 1.74% 1.31% 0.56%
Number of salaries quoted 224 263 136
Median annual salary £70,000 £77,500 £55,000
Median salary % change year-on-year -9.68% +40.91% -4.35%
10th Percentile £48,750 £42,500 £31,250
90th Percentile £115,000 £143,750 £107,500
UK excluding London median annual salary £57,500 £56,000 £42,500
% change year-on-year +2.68% +31.76% -5.56%

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 14,825 23,516 30,138
As % of all permanent IT jobs advertised in the UK 19.97% 19.13% 19.94%
Number of salaries quoted 12,062 18,692 24,290
Median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £35,000 £33,750 £32,000
90th Percentile £85,000 £85,000 £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 27 February 2021.

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 27 February 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
England +139 238 £75,000 -3.23% 46
London +158 164 £85,000 -22.73% 23
UK excluding London +111 84 £57,500 +2.68% 21
Midlands +38 24 £60,000 +5.64% 4
West Midlands +38 24 £60,000 -1.14% 1
Work from Home -79 24 £62,500 +25.00% 4
South West +53 17 £57,500 +11.45% 4
South East +114 14 £67,500 +50.00% 8
North West +62 13 £70,000 +40.00% 4
North of England +54 13 £70,000 +40.00% 5
Wales +46 7 £33,500 -
Northern Ireland - 5 £52,500 -
Scotland - 4 £43,375 -

For the 6 months to 27 February 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 with a requirement for Artifactory.

1 198 (76.74%) Jenkins
2 162 (62.79%) DevOps
3 158 (61.24%) Agile Software Development
4 157 (60.85%) Git (software)
5 147 (56.98%) Docker
6 143 (55.43%) Python
7 134 (51.94%) Azure
8 133 (51.55%) Finance
9 130 (50.39%) Java
10 128 (49.61%) Kubernetes
11 125 (48.45%) AWS
12 114 (44.19%) SQL
13 106 (41.09%) Terraform
14 103 (39.92%) Ansible
15 96 (37.21%) JIRA
16 94 (36.43%) Microservices
17 91 (35.27%) Scrum
18 87 (33.72%) GitLab
19 74 (28.68%) JavaScript
20 72 (27.91%) Bitbucket
21 70 (27.13%) Maven
22 69 (26.74%) Oracle
22 69 (26.74%) SQL Server
23 68 (26.36%) Serverless
24 66 (25.58%) Amazon ECS
24 66 (25.58%) GCP
25 65 (25.19%) PostgreSQL
26 64 (24.81%) Amazon Redshift
27 63 (24.42%) Infrastructure as Code
27 63 (24.42%) Banking

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 49 (18.99%) Confluence
2 46 (17.83%) Apache
3 24 (9.30%) SAS
4 15 (5.81%) Elasticsearch
4 15 (5.81%) Tomcat
5 13 (5.04%) WebSphere
6 9 (3.49%) Adobe Experience Manager
7 8 (3.10%) FileNet
7 8 (3.10%) LiveCycle
7 8 (3.10%) Oracle SOA Suite
8 5 (1.94%) Apache Pulsar
8 5 (1.94%) GlassFish
8 5 (1.94%) JBoss
8 5 (1.94%) nginx
Applications
1 16 (6.20%) Microsoft Office
2 8 (3.10%) InVision
Business Applications
1 5 (1.94%) IBM Operational Decision Manager
Cloud Services
1 134 (51.94%) Azure
2 125 (48.45%) AWS
3 68 (26.36%) Serverless
4 66 (25.58%) Amazon ECS
4 66 (25.58%) GCP
5 49 (18.99%) Apigee
6 47 (18.22%) AWS Lambda
7 40 (15.50%) GitHub
8 28 (10.85%) OpenShift
9 16 (6.20%) Azure Active Directory
10 11 (4.26%) Amazon EKS
11 6 (2.33%) Amazon EC2
11 6 (2.33%) PaaS
12 5 (1.94%) Amazon S3
12 5 (1.94%) Azure Data Factory
12 5 (1.94%) Azure ExpressRoute
12 5 (1.94%) IaaS
12 5 (1.94%) Route 53
12 5 (1.94%) SaaS
12 5 (1.94%) Virtual Private Cloud
Communications & Networking
1 19 (7.36%) DNS
2 13 (5.04%) HTTP
3 12 (4.65%) TCP/IP
4 11 (4.26%) FTP
4 11 (4.26%) IMAP
4 11 (4.26%) SMTP
5 7 (2.71%) Firewall
6 5 (1.94%) DMZ
6 5 (1.94%) OpenVPN
7 2 (0.78%) DSL
8 1 (0.39%) CDMA
8 1 (0.39%) DHCP
8 1 (0.39%) GSM
8 1 (0.39%) LTE
8 1 (0.39%) UMTS
Database & Business Intelligence
1 69 (26.74%) SQL Server
2 65 (25.19%) PostgreSQL
3 64 (24.81%) Amazon Redshift
4 51 (19.77%) MySQL
5 37 (14.34%) MongoDB
6 24 (9.30%) Hadoop
7 23 (8.91%) Oracle Database
7 23 (8.91%) Pentaho
8 12 (4.65%) Data Warehouse
9 11 (4.26%) NoSQL
10 8 (3.10%) SQL Server Reporting Services
11 5 (1.94%) Azure SQL Database
12 4 (1.55%) Amazon RDS
12 4 (1.55%) Cosmos DB
12 4 (1.55%) Relational Database
13 3 (1.16%) RDBMS
14 2 (0.78%) Amazon DynamoDB
14 2 (0.78%) Big Data
15 1 (0.39%) Amazon Aurora
15 1 (0.39%) Blockchain
Development Applications
1 198 (76.74%) Jenkins
2 157 (60.85%) Git (software)
3 96 (37.21%) JIRA
4 87 (33.72%) GitLab
5 72 (27.91%) Bitbucket
6 70 (27.13%) Maven
7 51 (19.77%) TeamCity
8 49 (18.99%) Sonatype Nexus
9 36 (13.95%) SonarQube
10 31 (12.02%) Subversion
11 27 (10.47%) Gradle
12 17 (6.59%) JUnit
13 16 (6.20%) Mocha
13 16 (6.20%) Travis CI
14 15 (5.81%) Selenium
15 14 (5.43%) Eclipse
15 14 (5.43%) Mockito
16 12 (4.65%) Octopus Deploy
17 11 (4.26%) Gerrit
17 11 (4.26%) Sublime Text
General
1 133 (51.55%) Finance
2 63 (24.42%) Banking
3 12 (4.65%) Back Office
4 9 (3.49%) Games
5 8 (3.10%) Front Office
5 8 (3.10%) Marketing
6 7 (2.71%) Billing
6 7 (2.71%) Electronics
6 7 (2.71%) Manufacturing
6 7 (2.71%) Public Sector
6 7 (2.71%) Telecoms
7 6 (2.33%) Investment Banking
8 4 (1.55%) Legal
9 3 (1.16%) Financial Institution
10 1 (0.39%) Retail
Job Titles
1 69 (26.74%) Developer
2 62 (24.03%) DevOps Engineer
3 52 (20.16%) AWS Engineer
4 45 (17.44%) Java Developer
5 41 (15.89%) Software Engineer
6 33 (12.79%) Java Engineer
7 29 (11.24%) Java Software Engineer
8 28 (10.85%) Java Software Developer
9 27 (10.47%) AWS Developer
9 27 (10.47%) AWS Software Engineer
9 27 (10.47%) Developer/Software Engineer
9 27 (10.47%) SQL Developer
10 23 (8.91%) Data Engineer
11 21 (8.14%) Site Reliability Engineer
12 18 (6.98%) Senior DevOps
12 18 (6.98%) Senior DevOps Engineer
12 18 (6.98%) Site Engineer
13 17 (6.59%) Lead DevOps
13 17 (6.59%) Python Engineer
14 14 (5.43%) Platform Engineer
Libraries, Frameworks & Software Standards
1 61 (23.64%) Web Services
2 45 (17.44%) OAuth
3 41 (15.89%) gRPC
3 41 (15.89%) Swagger
4 29 (11.24%) Spring
5 27 (10.47%) Elastic Stack
5 27 (10.47%) React
6 23 (8.91%) REST
7 22 (8.53%) HTML
7 22 (8.53%) Node.js
8 19 (7.36%) XML
9 17 (6.59%) Kafka
10 16 (6.20%) JSON
11 15 (5.81%) CSS
12 14 (5.43%) AngularJS
13 13 (5.04%) LDAP
14 12 (4.65%) HTML5
14 12 (4.65%) Spring Boot
15 11 (4.26%) Visualforce
15 11 (4.26%) YAML
Miscellaneous
1 42 (16.28%) Greenfield Project
2 39 (15.12%) Hedge funds
3 20 (7.75%) Analytical Skills
4 18 (6.98%) N-Tier
5 10 (3.88%) Self-Motivation
6 8 (3.10%) Derivative
6 8 (3.10%) Enterprise Software
6 8 (3.10%) Management Information System
6 8 (3.10%) User Experience
6 8 (3.10%) Video\Live Streaming
7 7 (2.71%) Cloud Native
7 7 (2.71%) Market Risk
8 6 (2.33%) Public Cloud
9 5 (1.94%) Equity Derivative
9 5 (1.94%) Linux Command Line
10 4 (1.55%) Blog
10 4 (1.55%) Hybrid Cloud
10 4 (1.55%) Social Media
11 3 (1.16%) Private Cloud
12 2 (0.78%) Data Centre
Operating Systems
1 61 (23.64%) Linux
2 45 (17.44%) Windows
3 28 (10.85%) Windows Server
4 17 (6.59%) CentOS
5 11 (4.26%) Red Hat Enterprise Linux
6 6 (2.33%) Unix
7 5 (1.94%) Ubuntu
7 5 (1.94%) Windows Server 2012
7 5 (1.94%) Windows Server 2016
8 3 (1.16%) AIX
8 3 (1.16%) Solaris
9 1 (0.39%) Embedded Linux
Processes & Methodologies
1 162 (62.79%) DevOps
2 158 (61.24%) Agile Software Development
3 94 (36.43%) Microservices
4 91 (35.27%) Scrum
5 63 (24.42%) Infrastructure as Code
6 62 (24.03%) Software Engineering
7 57 (22.09%) Asset Management
8 54 (20.93%) Configuration Management
9 49 (18.99%) Continuous Integration
10 39 (15.12%) Investment Management
11 38 (14.73%) Continuous Delivery
12 36 (13.95%) Computer Science
13 34 (13.18%) SDLC
14 30 (11.63%) Analytics
15 28 (10.85%) Kanban
16 27 (10.47%) Problem-Solving
17 26 (10.08%) Test Automation
17 26 (10.08%) UML
18 23 (8.91%) Mentoring
18 23 (8.91%) Site Reliability Engineering
Programming Languages
1 143 (55.43%) Python
2 130 (50.39%) Java
3 114 (44.19%) SQL
4 74 (28.68%) JavaScript
5 37 (14.34%) Ruby
6 36 (13.95%) PowerShell
7 34 (13.18%) Bash Shell
8 31 (12.02%) PL/SQL
9 22 (8.53%) Java 8
10 18 (6.98%) Go
11 16 (6.20%) Perl
12 15 (5.81%) C#
13 13 (5.04%) Shell Script
14 12 (4.65%) C++
14 12 (4.65%) Groovy
15 11 (4.26%) Apex Code
16 8 (3.10%) T-SQL
17 2 (0.78%) C
17 2 (0.78%) PHP
17 2 (0.78%) TypeScript
Qualifications
1 38 (14.73%) Degree
2 29 (11.24%) Security Cleared
3 24 (9.30%) SC Cleared
4 16 (6.20%) ITIL Foundation Certificate
5 15 (5.81%) Computer Science Degree
6 12 (4.65%) Sun Certification
System Software
1 147 (56.98%) Docker
2 23 (8.91%) VMware Infrastructure
3 16 (6.20%) Active Directory
4 13 (5.04%) Virtual Machines
5 5 (1.94%) Postfix
6 2 (0.78%) vSphere
Systems Management
1 128 (49.61%) Kubernetes
2 106 (41.09%) Terraform
3 103 (39.92%) Ansible
4 38 (14.73%) Prometheus
5 34 (13.18%) Grafana
6 32 (12.40%) Opscode Chef
7 29 (11.24%) Puppet
8 11 (4.26%) Rancher
9 9 (3.49%) Docker Swarm
10 7 (2.71%) Packer
11 6 (2.33%) Consul
11 6 (2.33%) Graylog
11 6 (2.33%) Icinga
12 5 (1.94%) Munin
12 5 (1.94%) Nagios
13 4 (1.55%) HP Fortify
14 2 (0.78%) ITRS Geneos
Vendors
1 69 (26.74%) Oracle
2 50 (19.38%) Microsoft
3 46 (17.83%) Google
4 41 (15.89%) IBM
5 34 (13.18%) Atlassian
6 32 (12.40%) Salesforce.com
7 23 (8.91%) Cloudera
7 23 (8.91%) VMware
8 20 (7.75%) Talend
9 11 (4.26%) ServiceNow
9 11 (4.26%) Veracode
10 9 (3.49%) Adobe
11 8 (3.10%) ILOG
11 8 (3.10%) Kofax
12 7 (2.71%) SAP
13 5 (1.94%) Lets Encrypt
14 4 (1.55%) FNZ
15 3 (1.16%) CA
15 3 (1.16%) Nimsoft
15 3 (1.16%) Sybase