Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 15 August 2022 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > Work from Home
6 months to
15 Aug 2022		 Same period 2021 Same period 2020
Rank 741 587 294
Rank change year-on-year -154 -293 +8
Permanent jobs citing Artifactory 125 58 4
As % of all permanent jobs with a WFH option 0.17% 0.14% 0.045%
As % of the Development Applications category 0.67% 0.60% 0.21%
Number of salaries quoted 81 48 4
10th Percentile £48,750 £48,750 £42,200
25th Percentile £61,250 £57,063 £44,000
Median annual salary (50th Percentile) £75,000 £62,500 £57,500
Median % change year-on-year +20.00% +8.70% -25.81%
75th Percentile £90,000 £66,250 £67,500
90th Percentile £95,000 £84,200 -
UK median annual salary £85,000 £77,500 £102,500
% change year-on-year +9.68% -24.39% +28.13%

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 WFH option and a requirement for development application skills.

All Development Application Skills
Work from Home
Permanent vacancies with a requirement for development application skills 18,563 9,648 1,932
As % of all permanent jobs with a WFH option 24.57% 23.47% 21.79%
Number of salaries quoted 8,455 6,987 1,705
10th Percentile £39,750 £36,250 £35,000
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £55,000 £52,500
Median % change year-on-year +13.64% +4.76% -
75th Percentile £80,000 £71,250 £68,750
90th Percentile £93,750 £85,000 £80,000
UK median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

Artifactory
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Artifactory as a proportion of all IT jobs advertised.

Artifactory trend for jobs with a WFH option

Artifactory
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Artifactory.

Artifactory salary trend for jobs with a WFH option

Artifactory
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Artifactory over the 6 months to 15 August 2022.

Artifactory salary histogram for jobs with a WFH option

For the 6 months to 15 August 2022, Artifactory job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Artifactory.

1 88 (70.40%) CI/CD
2 87 (69.60%) Jenkins
3 85 (68.00%) DevOps
4 80 (64.00%) Agile
5 71 (56.80%) Finance
6 63 (50.40%) Python
6 63 (50.40%) Kubernetes
7 60 (48.00%) Scrum
8 59 (47.20%) GitLab
9 55 (44.00%) JavaScript
10 54 (43.20%) Ansible
10 54 (43.20%) Docker
11 51 (40.80%) Java
12 47 (37.60%) JIRA
13 42 (33.60%) Atlassian
13 42 (33.60%) Social Skills
14 41 (32.80%) Linux
14 41 (32.80%) AWS
14 41 (32.80%) Confluence
15 37 (29.60%) Software Engineering
16 35 (28.00%) Git (software)
16 35 (28.00%) Inclusion and Diversity
17 34 (27.20%) GitHub
18 33 (26.40%) Microservices
19 30 (24.00%) SQL
20 29 (23.20%) Continuous Integration
20 29 (23.20%) Grafana
21 28 (22.40%) React
21 28 (22.40%) Amazon RDS
22 27 (21.60%) Kafka

Artifactory
Co-occurring IT Skills with a WFH Option 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 41 (32.80%) Confluence
2 15 (12.00%) Apache
3 9 (7.20%) SharePoint
4 1 (0.80%) Apache Spark
4 1 (0.80%) nginx
Cloud Services
1 41 (32.80%) AWS
2 34 (27.20%) GitHub
3 27 (21.60%) Azure
4 19 (15.20%) AWS CloudFormation
5 17 (13.60%) Amazon CloudWatch
5 17 (13.60%) AWS CloudTrail
6 16 (12.80%) Amazon MSK
6 16 (12.80%) Amazon S3
7 12 (9.60%) GitHub Actions
8 9 (7.20%) Amazon ElastiCache
8 9 (7.20%) Amazon SQS
8 9 (7.20%) CloudBees
8 9 (7.20%) npm
9 4 (3.20%) Amazon EC2
9 4 (3.20%) AWS Lambda
9 4 (3.20%) OpenShift
9 4 (3.20%) Serverless
10 3 (2.40%) Amazon ECS
10 3 (2.40%) Amazon EKS
10 3 (2.40%) GCP
Communications & Networking
1 3 (2.40%) Internet
1 3 (2.40%) NetScaler
2 1 (0.80%) Multicast
2 1 (0.80%) Remote Desktop
Database & Business Intelligence
1 28 (22.40%) Amazon RDS
2 26 (20.80%) MySQL
3 20 (16.00%) PostgreSQL
4 17 (13.60%) Elasticsearch
5 15 (12.00%) Amazon Aurora
6 9 (7.20%) Redis
7 8 (6.40%) MongoDB
8 6 (4.80%) Relational Database
9 5 (4.00%) Data Warehouse
10 4 (3.20%) RDBMS
11 3 (2.40%) Big Data
11 3 (2.40%) SQL Server
12 2 (1.60%) Data Lake
12 2 (1.60%) MariaDB
12 2 (1.60%) Metadata
12 2 (1.60%) Oracle BI EE
12 2 (1.60%) Tableau
13 1 (0.80%) Amazon Redshift
13 1 (0.80%) DynamoDB
13 1 (0.80%) Triplestore
Development Applications
1 87 (69.60%) Jenkins
2 59 (47.20%) GitLab
3 47 (37.60%) JIRA
4 35 (28.00%) Git (software)
5 26 (20.80%) Bitbucket
6 21 (16.80%) Sonatype Nexus
7 13 (10.40%) TeamCity
8 11 (8.80%) Selenium
9 10 (8.00%) SonarQube
10 9 (7.20%) Burp Suite
10 9 (7.20%) GoCD
10 9 (7.20%) LoadRunner
11 7 (5.60%) Atlassian Bamboo
11 7 (5.60%) NUnit
11 7 (5.60%) Subversion
11 7 (5.60%) Visual Studio
12 3 (2.40%) Maven
12 3 (2.40%) Mercurial
12 3 (2.40%) Octopus Deploy
13 2 (1.60%) Jasmine
General
1 71 (56.80%) Finance
2 42 (33.60%) Social Skills
3 35 (28.00%) Inclusion and Diversity
4 13 (10.40%) Agriculture
4 13 (10.40%) Aviation
5 10 (8.00%) Law
6 6 (4.80%) Analytical Skills
7 5 (4.00%) Public Sector
8 3 (2.40%) Banking
8 3 (2.40%) Retail
9 2 (1.60%) Digital Economy
10 1 (0.80%) Investment Banking
10 1 (0.80%) Telecoms
Job Titles
1 48 (38.40%) DevOps Engineer
2 33 (26.40%) Software Engineer
3 20 (16.00%) Lead DevOps
4 17 (13.60%) Senior Software Engineer
5 14 (11.20%) Java Engineer
5 14 (11.20%) Senior DevOps
5 14 (11.20%) Senior DevOps Engineer
6 13 (10.40%) Java Software Engineer
7 9 (7.20%) Product Owner
8 7 (5.60%) Consultant
8 7 (5.60%) DevOps Consultant
8 7 (5.60%) Infrastructure Engineer
8 7 (5.60%) Senior Infrastructure Engineer
9 5 (4.00%) AWS DevOps
9 5 (4.00%) AWS DevOps Engineer
9 5 (4.00%) AWS Engineer
9 5 (4.00%) Senior Java Engineer
10 4 (3.20%) Linux Engineer
10 4 (3.20%) Python Engineer
10 4 (3.20%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 28 (22.40%) React
2 27 (21.60%) Kafka
3 20 (16.00%) .NET
4 18 (14.40%) .NET Framework
5 15 (12.00%) Drools
5 15 (12.00%) LAMP
6 11 (8.80%) CSS
6 11 (8.80%) REST
7 10 (8.00%) Spring
7 10 (8.00%) Spring Boot
8 9 (7.20%) HTML
8 9 (7.20%) Node.js
9 7 (5.60%) .NET Compact Framework
9 7 (5.60%) RESTful
10 5 (4.00%) JSON
11 3 (2.40%) ASP.NET
12 2 (1.60%) Sass
12 2 (1.60%) Sensu
12 2 (1.60%) Swagger
12 2 (1.60%) Velocity
Miscellaneous
1 15 (12.00%) Cyber Defence
1 15 (12.00%) Cyberattack
1 15 (12.00%) Enterprise Software
1 15 (12.00%) Private Cloud
1 15 (12.00%) Self-Motivation
2 7 (5.60%) PMI
3 5 (4.00%) Hybrid Cloud
4 2 (1.60%) Cloud Native
4 2 (1.60%) Management Information System
5 1 (0.80%) Blockchain
5 1 (0.80%) Data Centre
5 1 (0.80%) Greenfield Project
5 1 (0.80%) Legacy Applications
5 1 (0.80%) Marketing Technology
5 1 (0.80%) Mobile App
5 1 (0.80%) Online Banking
Operating Systems
1 41 (32.80%) Linux
2 19 (15.20%) Windows
3 18 (14.40%) Unix
4 7 (5.60%) Android
5 3 (2.40%) Windows Server
6 2 (1.60%) Red Hat Enterprise Linux
Processes & Methodologies
1 88 (70.40%) CI/CD
2 85 (68.00%) DevOps
3 80 (64.00%) Agile
4 60 (48.00%) Scrum
5 37 (29.60%) Software Engineering
6 33 (26.40%) Microservices
7 29 (23.20%) Continuous Integration
8 25 (20.00%) Build Automation
8 25 (20.00%) Configuration Management
8 25 (20.00%) SDLC
9 23 (18.40%) Containerisation
9 23 (18.40%) Continuous Delivery
10 21 (16.80%) Test Automation
11 20 (16.00%) BDD
12 19 (15.20%) Analytics
12 19 (15.20%) Continuous Improvement
12 19 (15.20%) Infrastructure as Code
13 18 (14.40%) Migration
14 16 (12.80%) Computer Science
14 16 (12.80%) Project Management
Programming Languages
1 63 (50.40%) Python
2 55 (44.00%) JavaScript
3 51 (40.80%) Java
4 30 (24.00%) SQL
5 26 (20.80%) Ruby
6 25 (20.00%) Bash
6 25 (20.00%) Shell Script
7 20 (16.00%) C#
8 8 (6.40%) C++
9 4 (3.20%) PowerShell
10 3 (2.40%) Groovy
11 2 (1.60%) TypeScript
12 1 (0.80%) C
12 1 (0.80%) XAML
Qualifications
1 24 (19.20%) SC Cleared
1 24 (19.20%) Security Cleared
2 10 (8.00%) BPSS Clearance
2 10 (8.00%) DV Cleared
3 9 (7.20%) CTC Cleared
4 7 (5.60%) Microsoft Certification
4 7 (5.60%) PMI Certification
5 2 (1.60%) AWS Certification
6 1 (0.80%) CCNP
6 1 (0.80%) Cisco Certification
6 1 (0.80%) Computer Science Degree
6 1 (0.80%) DBS Check
6 1 (0.80%) Degree
6 1 (0.80%) ISEB
Quality Assurance & Compliance
1 18 (14.40%) QA
2 2 (1.60%) Data Quality
3 1 (0.80%) Accessibility
System Software
1 54 (43.20%) Docker
2 2 (1.60%) VMware Infrastructure
3 1 (0.80%) Hyper-V
Systems Management
1 63 (50.40%) Kubernetes
2 54 (43.20%) Ansible
3 29 (23.20%) Grafana
4 27 (21.60%) Terraform
5 25 (20.00%) Kibana
6 15 (12.00%) Sysdig
7 8 (6.40%) Istio
7 8 (6.40%) Packer
8 4 (3.20%) Prometheus
8 4 (3.20%) Puppet
9 3 (2.40%) Opscode Chef
9 3 (2.40%) Rancher
10 1 (0.80%) Consul
10 1 (0.80%) linkerd
10 1 (0.80%) Rundeck
Vendors
1 42 (33.60%) Atlassian
2 25 (20.00%) Salesforce.com
3 20 (16.00%) Microsoft
4 15 (12.00%) LexisNexis
5 7 (5.60%) Xamarin
6 5 (4.00%) VMware
7 3 (2.40%) Red Hat
7 3 (2.40%) Splunk
8 2 (1.60%) Oracle
8 2 (1.60%) Solace
9 1 (0.80%) Confluent
9 1 (0.80%) Coverity
9 1 (0.80%) Google
9 1 (0.80%) IBM
9 1 (0.80%) MuleSoft
9 1 (0.80%) SAP
9 1 (0.80%) ServiceNow