Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 18 August 2022 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
18 Aug 2022		 Same period 2021 Same period 2020
Rank 821 639 595
Rank change year-on-year -182 -44 +215
Permanent jobs citing Artifactory 409 413 188
As % of all permanent jobs advertised in the UK 0.25% 0.36% 0.31%
As % of the Development Applications category 1.10% 1.70% 1.53%
Number of salaries quoted 157 204 143
10th Percentile £52,500 £52,500 £50,235
25th Percentile £62,500 £60,700 £62,500
Median annual salary (50th Percentile) £87,500 £80,000 £102,500
Median % change year-on-year +9.38% -21.95% +28.13%
75th Percentile £95,000 £100,000 £142,500
90th Percentile £110,000 £105,000 £143,750
UK excluding London median annual salary £63,750 £60,700 £51,593
% change year-on-year +5.02% +17.65% +3.19%

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 37,131 24,294 12,289
As % of all permanent IT jobs advertised in the UK 22.48% 21.02% 20.20%
Number of salaries quoted 15,282 15,474 9,983
10th Percentile £38,250 £36,250 £33,750
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £57,500 £55,000
Median % change year-on-year +8.70% +4.55% +4.76%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £88,750 £85,000
UK excluding London median annual salary £55,000 £50,000 £48,500
% change year-on-year +10.00% +3.09% +7.78%

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 18 August 2022.

Salary histogram for Artifactory in the UK

Artifactory
Top 15 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 18 August 2022. 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
Jobs
England -159 368 £87,500 +9.38% 32
UK excluding London -131 185 £63,750 +5.02% 13
London -150 178 £90,000 -4.76% 19
Work from Home -131 124 £81,500 +30.40% 5
South East -88 116 £70,000 +21.74%
Midlands -19 35 £80,000 +28.00% 1
West Midlands -22 35 £80,000 +28.00%
South West -11 24 £60,000 - 6
North of England -80 4 £62,500 -3.85% 5
Scotland -59 2 - -
North West -70 2 £56,250 -13.46% 3
East of England -74 2 £65,000 +23.81% 1
Yorkshire - 2 £65,000 - 2
Northern Ireland -14 1 £70,000 -
Wales -27 1 - -

For the 6 months to 18 August 2022, 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.

1 332 (81.17%) CI/CD
2 328 (80.20%) Jenkins
3 317 (77.51%) Agile
4 283 (69.19%) Git (software)
5 256 (62.59%) AWS
6 249 (60.88%) Kubernetes
7 244 (59.66%) Finance
8 209 (51.10%) Docker
9 203 (49.63%) DevOps
10 177 (43.28%) Python
11 175 (42.79%) Azure
12 174 (42.54%) Java
13 163 (39.85%) Kafka
14 155 (37.90%) GitHub
15 148 (36.19%) GCP
16 145 (35.45%) Inclusion and Diversity
17 144 (35.21%) OO
18 134 (32.76%) Social Skills
19 125 (30.56%) SDLC
20 122 (29.83%) Computer Science
20 122 (29.83%) Clean Code
21 119 (29.10%) Linux
22 115 (28.12%) Banking
23 114 (27.87%) JIRA
24 112 (27.38%) Terraform
25 111 (27.14%) NoSQL
25 111 (27.14%) Law
26 109 (26.65%) Relational Database
27 105 (25.67%) Full Stack Development
28 103 (25.18%) Amazon Kinesis

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 57 (13.94%) Confluence
2 21 (5.13%) Apache
3 13 (3.18%) nginx
4 9 (2.20%) SharePoint
5 5 (1.22%) Apache Spark
6 4 (0.98%) Apache Airflow
6 4 (0.98%) OpenStack
7 3 (0.73%) GemFire
7 3 (0.73%) SAS
8 1 (0.24%) Cloud Foundry
8 1 (0.24%) Oracle Coherence
Cloud Services
1 256 (62.59%) AWS
2 175 (42.79%) Azure
3 155 (37.90%) GitHub
4 148 (36.19%) GCP
5 103 (25.18%) Amazon Kinesis
6 48 (11.74%) OpenShift
7 38 (9.29%) Amazon S3
8 37 (9.05%) AWS CloudFormation
9 30 (7.33%) Serverless
10 29 (7.09%) AWS Lambda
11 28 (6.85%) Amazon ECS
12 26 (6.36%) Amazon EC2
13 23 (5.62%) Amazon SQS
14 21 (5.13%) GitHub Actions
15 18 (4.40%) Amazon CloudWatch
16 16 (3.91%) AWS CloudTrail
17 15 (3.67%) Amazon MSK
18 14 (3.42%) npm
19 12 (2.93%) Route 53
19 12 (2.93%) Virtual Private Cloud
Communications & Networking
1 12 (2.93%) Network Security
2 11 (2.69%) DNS
2 11 (2.69%) VPN
3 6 (1.47%) TCP/IP
4 3 (0.73%) Internet
4 3 (0.73%) NetScaler
5 2 (0.49%) Multicast
5 2 (0.49%) Remote Desktop
Database & Business Intelligence
1 111 (27.14%) NoSQL
2 109 (26.65%) Relational Database
3 47 (11.49%) Amazon RDS
4 29 (7.09%) Elasticsearch
5 27 (6.60%) MySQL
6 25 (6.11%) MongoDB
7 24 (5.87%) PostgreSQL
7 24 (5.87%) SQL Server
8 14 (3.42%) Amazon Aurora
8 14 (3.42%) Amazon Redshift
8 14 (3.42%) DynamoDB
9 12 (2.93%) Redis
10 10 (2.44%) Data Warehouse
11 7 (1.71%) Big Data
12 6 (1.47%) MariaDB
13 5 (1.22%) RDBMS
14 3 (0.73%) Hadoop
14 3 (0.73%) HBase
14 3 (0.73%) Oracle BI EE
14 3 (0.73%) SQL Server Integration Services
Development Applications
1 328 (80.20%) Jenkins
2 283 (69.19%) Git (software)
3 114 (27.87%) JIRA
4 97 (23.72%) GitLab
5 83 (20.29%) Maven
6 82 (20.05%) Sonatype Nexus
7 70 (17.11%) Bitbucket
8 41 (10.02%) SonarQube
9 40 (9.78%) TeamCity
10 31 (7.58%) Atlassian Bamboo
11 23 (5.62%) Subversion
12 22 (5.38%) JUnit
13 21 (5.13%) Selenium
14 19 (4.65%) Gerrit
14 19 (4.65%) Polyspace
15 14 (3.42%) Visual Studio
16 13 (3.18%) Gradle
16 13 (3.18%) LoadRunner
17 12 (2.93%) Burp Suite
18 11 (2.69%) Team Foundation Server
General
1 244 (59.66%) Finance
2 145 (35.45%) Inclusion and Diversity
3 134 (32.76%) Social Skills
4 115 (28.12%) Banking
5 111 (27.14%) Law
6 34 (8.31%) Analytical Skills
7 19 (4.65%) Automotive
8 15 (3.67%) Telecoms
9 12 (2.93%) Agriculture
9 12 (2.93%) Aviation
10 11 (2.69%) Games
10 11 (2.69%) Legal
11 9 (2.20%) Front Office
12 7 (1.71%) Retail
13 6 (1.47%) Public Sector
14 4 (0.98%) Influencing Skills
14 4 (0.98%) Private Banking
15 3 (0.73%) Organisational Skills
16 2 (0.49%) Digital Economy
16 2 (0.49%) Financial Institution
Job Titles
1 115 (28.12%) DevOps Engineer
2 101 (24.69%) Applications Engineer
3 61 (14.91%) Developer
4 36 (8.80%) Software Engineer
5 30 (7.33%) Principal Engineer
6 28 (6.85%) Senior Developer
7 27 (6.60%) Senior DevOps
7 27 (6.60%) Senior DevOps Engineer
8 23 (5.62%) Lead DevOps
9 21 (5.13%) Associate Engineer
9 21 (5.13%) Senior Applications Engineer
10 19 (4.65%) Consultant
10 19 (4.65%) Integration Engineer
10 19 (4.65%) Software Integration Engineer
11 18 (4.40%) Java Developer
12 16 (3.91%) AWS DevOps
12 16 (3.91%) Senior Software Engineer
13 15 (3.67%) AWS DevOps Engineer
13 15 (3.67%) AWS Engineer
14 14 (3.42%) Java Engineer
Libraries, Frameworks & Software Standards
1 163 (39.85%) Kafka
2 102 (24.94%) RabbitMQ
3 98 (23.96%) Spring
4 92 (22.49%) Spring Boot
5 39 (9.54%) REST
6 37 (9.05%) CSS
7 36 (8.80%) .NET
8 33 (8.07%) React
9 32 (7.82%) HTML
9 32 (7.82%) Node.js
10 28 (6.85%) .NET Framework
11 27 (6.60%) AngularJS
12 26 (6.36%) Elastic Stack
12 26 (6.36%) J2EE
13 19 (4.65%) HTML5
14 18 (4.40%) Middleware
14 18 (4.40%) RESTful
15 17 (4.16%) jQuery
16 14 (3.42%) Drools
16 14 (3.42%) LAMP
Miscellaneous
1 26 (6.36%) Cyberattack
2 25 (6.11%) Public Cloud
3 19 (4.65%) Self-Motivation
4 18 (4.40%) Cloud Native
4 18 (4.40%) Greenfield Project
5 14 (3.42%) Cyber Defence
5 14 (3.42%) Enterprise Software
5 14 (3.42%) Private Cloud
6 13 (3.18%) Hybrid Cloud
7 11 (2.69%) Online Games
8 9 (2.20%) Tandem
9 8 (1.96%) Hackathon
10 7 (1.71%) PMI
11 5 (1.22%) Data Protection Act
11 5 (1.22%) Online Banking
11 5 (1.22%) User Experience
12 4 (0.98%) Mobile App
12 4 (0.98%) Mobile Banking
13 3 (0.73%) Linux Command Line
14 2 (0.49%) Data Structures
Operating Systems
1 119 (29.10%) Linux
2 44 (10.76%) Windows
3 24 (5.87%) Unix
4 7 (1.71%) Android
5 3 (0.73%) Windows Server
6 2 (0.49%) Embedded Linux
6 2 (0.49%) Red Hat Enterprise Linux
6 2 (0.49%) Ubuntu
Processes & Methodologies
1 332 (81.17%) CI/CD
2 317 (77.51%) Agile
3 203 (49.63%) DevOps
4 144 (35.21%) OO
5 125 (30.56%) SDLC
6 122 (29.83%) Clean Code
6 122 (29.83%) Computer Science
7 105 (25.67%) Full Stack Development
8 101 (24.69%) Digital Banking
8 101 (24.69%) Multithreaded Programming
8 101 (24.69%) Multithreading
9 99 (24.21%) Containerisation
10 96 (23.47%) Performance Monitoring
11 93 (22.74%) Scrum
11 93 (22.74%) Software Engineering
12 90 (22.00%) Continuous Integration
13 89 (21.76%) Test Automation
14 85 (20.78%) User Stories
15 84 (20.54%) Microservices
16 82 (20.05%) Software Testing
Programming Languages
1 177 (43.28%) Python
2 174 (42.54%) Java
3 74 (18.09%) SQL
4 67 (16.38%) JavaScript
5 59 (14.43%) Bash
6 40 (9.78%) Shell Script
7 38 (9.29%) Ruby
8 33 (8.07%) C++
9 30 (7.33%) C#
10 22 (5.38%) C
10 22 (5.38%) PowerShell
11 13 (3.18%) Groovy
12 12 (2.93%) Go
13 8 (1.96%) Kotlin
13 8 (1.96%) TypeScript
14 3 (0.73%) PL/SQL
14 3 (0.73%) R
15 2 (0.49%) Apex Code
15 2 (0.49%) Embedded C++
15 2 (0.49%) Scala
Qualifications
1 67 (16.38%) OCP
1 67 (16.38%) Oracle Certification
2 46 (11.25%) SC Cleared
2 46 (11.25%) Security Cleared
3 45 (11.00%) Degree
4 17 (4.16%) BPSS Clearance
5 15 (3.67%) DV Cleared
6 9 (2.20%) CTC Cleared
7 8 (1.96%) AWS Certification
8 7 (1.71%) Microsoft Certification
8 7 (1.71%) PMI Certification
9 6 (1.47%) AWS Certified Solutions Architect
10 4 (0.98%) Computer Science Degree
11 2 (0.49%) AWS Certified Developer
11 2 (0.49%) CCNP
11 2 (0.49%) Cisco Certification
12 1 (0.24%) CISSP
12 1 (0.24%) CompTIA Security+
12 1 (0.24%) DBS Check
12 1 (0.24%) ISEB
Quality Assurance & Compliance
1 20 (4.89%) QA
2 19 (4.65%) Automotive SPICE
2 19 (4.65%) MISRA
3 6 (1.47%) Data Quality
4 4 (0.98%) NCSC
5 1 (0.24%) Accessibility
5 1 (0.24%) GDPR
5 1 (0.24%) NIST
System Software
1 209 (51.10%) Docker
2 12 (2.93%) Apache ZooKeeper
2 12 (2.93%) Hyper-V
3 11 (2.69%) VMware ESXi
4 7 (1.71%) Virtual Machines
5 6 (1.47%) LXC
5 6 (1.47%) VirtualBox
6 3 (0.73%) HDFS
6 3 (0.73%) VMware Infrastructure
7 1 (0.24%) Platform Symphony
Systems Management
1 249 (60.88%) Kubernetes
2 112 (27.38%) Terraform
3 102 (24.94%) Ansible
4 44 (10.76%) Grafana
5 37 (9.05%) Kibana
5 37 (9.05%) Puppet
6 27 (6.60%) Opscode Chef
7 21 (5.13%) Prometheus
8 14 (3.42%) Sysdig
9 12 (2.93%) HAProxy
9 12 (2.93%) Host Intrusion Detection System
9 12 (2.93%) logstash
9 12 (2.93%) Network Intrusion Detection System
10 11 (2.69%) Packer
11 8 (1.96%) Istio
12 6 (1.47%) HP Fortify
13 4 (0.98%) Rancher
14 2 (0.49%) Consul
14 2 (0.49%) Docker Swarm
14 2 (0.49%) linkerd
Vendors
1 46 (11.25%) Atlassian
2 33 (8.07%) Microsoft
3 32 (7.82%) Salesforce.com
4 23 (5.62%) Google
5 16 (3.91%) Sybase
6 14 (3.42%) LexisNexis
7 12 (2.93%) Hortonworks
8 11 (2.69%) Oracle
8 11 (2.69%) Splunk
8 11 (2.69%) Verint
9 9 (2.20%) VMware
10 8 (1.96%) Snapchat
10 8 (1.96%) Veracode
11 7 (1.71%) Xamarin
12 5 (1.22%) ServiceNow
13 4 (0.98%) New Relic
13 4 (0.98%) Red Hat
14 3 (0.73%) Informatica
14 3 (0.73%) Netezza
14 3 (0.73%) Teradata