Period
to

The following table provides summary statistics for permanent job vacancies advertised in England 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 19 May 2022 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
19 May 2022
Same period 2021 Same period 2020
Rank 798 592 669
Rank change year-on-year -206 +77 +216
Permanent jobs citing Artifactory 335 278 229
As % of all permanent jobs advertised in England 0.25% 0.35% 0.26%
As % of the Development Applications category 1.13% 1.73% 1.34%
Number of salaries quoted 160 218 187
10th Percentile £54,750 £53,750 £46,500
25th Percentile £62,500 £61,250 £58,700
Median annual salary (50th Percentile) £87,500 £80,000 £80,000
Median % change year-on-year +9.38% - -3.03%
75th Percentile £95,000 £95,000 £120,000
90th Percentile £112,500 £105,000 £143,750
UK median annual salary £87,500 £75,000 £80,000
% change year-on-year +16.67% -6.25% +10.34%

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 advertised in England with a requirement for development application skills.

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 29,619 16,112 17,141
As % of all permanent IT jobs advertised in England 21.83% 20.11% 19.62%
Number of salaries quoted 13,785 12,357 13,793
10th Percentile £37,500 £36,250 £35,000
25th Percentile £46,750 £42,750 £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 £87,500 £85,000
UK median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - +10.00%

Artifactory
Job Vacancy Trend in England

Job postings citing Artifactory as a proportion of all IT jobs advertised in England.

Job vacancy trend for Artifactory in England

Artifactory
Salary Trend in England

3-month moving average salary quoted in jobs citing Artifactory in England.

Salary trend for Artifactory in England

Artifactory
Salary Histogram in England

Salary distribution for jobs citing Artifactory in England over the 6 months to 19 May 2022.

Salary histogram for Artifactory in England

Artifactory
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the England region over the 6 months to 19 May 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
London -236 184 £90,000 +5.88% 15
South East -22 109 £70,000 -6.67% 2
South West -43 17 £60,000 - 4
North of England -106 15 £60,000 -14.29% 2
West Midlands -60 9 £80,000 +28.00%
Midlands -74 9 £80,000 +28.00%
North West -98 9 £60,000 -14.29% 1
North East - 6 - -
Artifactory
UK

For the 6 months to 19 May 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 across the England region with a requirement for Artifactory.

1 259 (77.31%) CI/CD
2 252 (75.22%) Agile
3 246 (73.43%) Jenkins
4 229 (68.36%) Finance
5 199 (59.40%) Kubernetes
6 198 (59.10%) Git (software)
7 195 (58.21%) AWS
8 184 (54.93%) DevOps
9 163 (48.66%) Java
10 157 (46.87%) Docker
11 141 (42.09%) Azure
12 131 (39.10%) Kafka
13 128 (38.21%) Inclusion and Diversity
14 120 (35.82%) GCP
15 118 (35.22%) GitHub
16 115 (34.33%) Python
17 111 (33.13%) OO
18 110 (32.84%) Terraform
19 96 (28.66%) Linux
20 92 (27.46%) Computer Science
21 91 (27.16%) Law
21 91 (27.16%) Clean Code
22 90 (26.87%) Banking
23 89 (26.57%) SQL
23 89 (26.57%) Relational Database
24 87 (25.97%) Social Skills
25 85 (25.37%) NoSQL
26 84 (25.07%) SDLC
27 80 (23.88%) Software Engineering
27 80 (23.88%) Spring

Artifactory
Co-occurring IT Skills in England 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 40 (11.94%) Confluence
2 27 (8.06%) Elasticsearch
3 21 (6.27%) Apache
4 12 (3.58%) nginx
5 9 (2.69%) Apache Spark
5 9 (2.69%) GemFire
6 5 (1.49%) Adobe Experience Manager
7 3 (0.90%) CMS
7 3 (0.90%) SAS
8 1 (0.30%) Cloud Foundry
8 1 (0.30%) SharePoint
Applications
1 1 (0.30%) Chatbot
1 1 (0.30%) Microsoft Office
Business Applications
1 1 (0.30%) assyst
Cloud Services
1 195 (58.21%) AWS
2 141 (42.09%) Azure
3 120 (35.82%) GCP
4 118 (35.22%) GitHub
5 77 (22.99%) Amazon Kinesis
6 71 (21.19%) OpenShift
7 52 (15.52%) Amazon ECS
8 50 (14.93%) AWS CloudFormation
9 41 (12.24%) Serverless
10 40 (11.94%) AWS Lambda
11 38 (11.34%) Amazon EC2
12 33 (9.85%) Amazon S3
13 32 (9.55%) Amazon SQS
14 25 (7.46%) npm
15 13 (3.88%) Amazon CloudWatch
16 11 (3.28%) Amazon MSK
16 11 (3.28%) AWS CloudTrail
16 11 (3.28%) SaaS
17 10 (2.99%) CloudFront
17 10 (2.99%) GitHub Actions
Communications & Networking
1 11 (3.28%) Network Security
2 7 (2.09%) DNS
2 7 (2.09%) VPN
3 6 (1.79%) NFC
4 3 (0.90%) Firewall
5 2 (0.60%) TCP/IP
6 1 (0.30%) DHCP
6 1 (0.30%) DMZ
6 1 (0.30%) FTP
6 1 (0.30%) HTTP
6 1 (0.30%) Internet
6 1 (0.30%) IPsec
6 1 (0.30%) NetScaler
6 1 (0.30%) RTMP
Database & Business Intelligence
1 89 (26.57%) Relational Database
2 85 (25.37%) NoSQL
3 42 (12.54%) Amazon RDS
3 42 (12.54%) MongoDB
4 40 (11.94%) MySQL
5 28 (8.36%) Amazon Redshift
5 28 (8.36%) PostgreSQL
6 22 (6.57%) SQL Server
7 17 (5.07%) MariaDB
8 15 (4.48%) Amazon Aurora
8 15 (4.48%) Amazon DynamoDB
9 13 (3.88%) RDBMS
10 9 (2.69%) HBase
10 9 (2.69%) Redis
11 6 (1.79%) Data Warehouse
12 5 (1.49%) Big Data
13 3 (0.90%) Apache Hive
13 3 (0.90%) Hadoop
13 3 (0.90%) SQL Server Integration Services
14 1 (0.30%) Pentaho
Development Applications
1 246 (73.43%) Jenkins
2 198 (59.10%) Git (software)
3 72 (21.49%) JIRA
4 71 (21.19%) Sonatype Nexus
5 60 (17.91%) Maven
6 56 (16.72%) Bitbucket
7 47 (14.03%) GitLab
8 43 (12.84%) JUnit
9 28 (8.36%) TeamCity
10 26 (7.76%) SonarQube
11 23 (6.87%) Gradle
12 19 (5.67%) Cucumber
12 19 (5.67%) Protractor
13 16 (4.78%) Mercurial
14 15 (4.48%) Mockito
14 15 (4.48%) Selenium
15 14 (4.18%) Atlassian Bamboo
16 11 (3.28%) Eclipse
16 11 (3.28%) Jasmine
17 10 (2.99%) Subversion
General
1 229 (68.36%) Finance
2 128 (38.21%) Inclusion and Diversity
3 91 (27.16%) Law
4 90 (26.87%) Banking
5 87 (25.97%) Social Skills
6 23 (6.87%) Front Office
7 21 (6.27%) Aviation
8 18 (5.37%) Analytical Skills
9 14 (4.18%) Telecoms
10 8 (2.39%) Retail
11 6 (1.79%) Public Sector
12 5 (1.49%) Games
12 5 (1.49%) Legal
13 4 (1.19%) Influencing Skills
13 4 (1.19%) Private Banking
14 3 (0.90%) Advertising
14 3 (0.90%) Organisational Skills
15 2 (0.60%) Digital Economy
16 1 (0.30%) Billing
16 1 (0.30%) Publishing
Job Titles
1 93 (27.76%) DevOps Engineer
2 72 (21.49%) Developer
3 65 (19.40%) Applications Engineer
4 41 (12.24%) Senior DevOps
5 34 (10.15%) Java Developer
5 34 (10.15%) Senior Developer
6 32 (9.55%) Software Engineer
7 28 (8.36%) AWS DevOps
8 27 (8.06%) Senior DevOps Engineer
9 26 (7.76%) Principal Engineer
10 19 (5.67%) Consultant
11 16 (4.78%) C# Developer
11 16 (4.78%) Infrastructure Engineer
11 16 (4.78%) J2EE Developer
11 16 (4.78%) Java/J2EE Developer
11 16 (4.78%) Senior Infrastructure Engineer
11 16 (4.78%) Senior Software Engineer
12 15 (4.48%) AWS Engineer
12 15 (4.48%) Senior C# Developer
13 13 (3.88%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 131 (39.10%) Kafka
2 80 (23.88%) Spring
3 76 (22.69%) RabbitMQ
4 60 (17.91%) Spring Boot
5 55 (16.42%) Node.js
6 48 (14.33%) AngularJS
7 47 (14.03%) CSS
7 47 (14.03%) J2EE
8 40 (11.94%) HTML
9 34 (10.15%) .NET
10 32 (9.55%) REST
11 30 (8.96%) Middleware
12 29 (8.66%) HTML5
13 27 (8.06%) .NET Framework
13 27 (8.06%) React
14 24 (7.16%) jQuery
15 18 (5.37%) Elastic Stack
16 16 (4.78%) ASP.NET
17 15 (4.48%) ASP.NET Core
18 14 (4.18%) WireMock
Miscellaneous
1 34 (10.15%) Public Cloud
2 21 (6.27%) Cyberattack
3 16 (4.78%) Private Cloud
4 13 (3.88%) Enterprise Software
4 13 (3.88%) Greenfield Project
4 13 (3.88%) Self-Motivation
5 12 (3.58%) User Experience
6 11 (3.28%) Cloud Native
7 10 (2.99%) Cyber Defence
8 9 (2.69%) Hybrid Cloud
8 9 (2.69%) Linux Command Line
8 9 (2.69%) Tandem
9 7 (2.09%) Online Banking
10 6 (1.79%) Contactless
10 6 (1.79%) EMV
10 6 (1.79%) Mobile App
11 5 (1.49%) Online Games
12 4 (1.19%) Data Protection Act
12 4 (1.19%) Data Structures
12 4 (1.19%) Mobile Banking
Operating Systems
1 96 (28.66%) Linux
2 31 (9.25%) Unix
3 22 (6.57%) Windows
4 9 (2.69%) Android
4 9 (2.69%) Apple iOS
5 7 (2.09%) Embedded Linux
6 2 (0.60%) Windows Server
7 1 (0.30%) Windows Server 2012
7 1 (0.30%) Windows Server 2016
Processes & Methodologies
1 259 (77.31%) CI/CD
2 252 (75.22%) Agile
3 184 (54.93%) DevOps
4 111 (33.13%) OO
5 92 (27.46%) Computer Science
6 91 (27.16%) Clean Code
7 84 (25.07%) SDLC
8 80 (23.88%) Software Engineering
9 79 (23.58%) Performance Monitoring
10 76 (22.69%) Microservices
10 76 (22.69%) Multithreading
11 75 (22.39%) Digital Banking
11 75 (22.39%) Full Stack Development
11 75 (22.39%) Multithreaded Programming
12 66 (19.70%) High Availability
13 60 (17.91%) Open Source
14 57 (17.01%) Scrum
15 54 (16.12%) Test Automation
16 50 (14.93%) Continuous Integration
17 49 (14.63%) User Stories
Programming Languages
1 163 (48.66%) Java
2 115 (34.33%) Python
3 89 (26.57%) SQL
4 44 (13.13%) Shell Script
5 40 (11.94%) JavaScript
6 32 (9.55%) Bash
7 31 (9.25%) C#
8 24 (7.16%) Ruby
9 23 (6.87%) Go
10 16 (4.78%) TypeScript
11 15 (4.48%) Kotlin
12 10 (2.99%) Groovy
13 5 (1.49%) C
13 5 (1.49%) PowerShell
14 3 (0.90%) Apple Swift
14 3 (0.90%) Objective-C
14 3 (0.90%) PL/SQL
14 3 (0.90%) R
15 1 (0.30%) C++
15 1 (0.30%) XAML
Qualifications
1 45 (13.43%) Degree
2 43 (12.84%) OCP
2 43 (12.84%) Oracle Certification
3 33 (9.85%) SC Cleared
3 33 (9.85%) Security Cleared
4 19 (5.67%) DV Cleared
5 8 (2.39%) BPSS Clearance
6 7 (2.09%) Microsoft Certification
7 3 (0.90%) AWS Certification
7 3 (0.90%) Computer Science Degree
7 3 (0.90%) DBS Check
8 2 (0.60%) PMI Certification
Quality Assurance & Compliance
1 21 (6.27%) QA
2 9 (2.69%) PCI DSS
3 6 (1.79%) ISO/IEC 14443
4 3 (0.90%) Data Quality
5 1 (0.30%) GDPR
System Software
1 157 (46.87%) Docker
2 11 (3.28%) Apache ZooKeeper
3 9 (2.69%) HDFS
4 8 (2.39%) LXC
5 5 (1.49%) VMware Infrastructure
6 2 (0.60%) Virtual Machines
7 1 (0.30%) Active Directory
7 1 (0.30%) VirtualBox
Systems Management
1 199 (59.40%) Kubernetes
2 110 (32.84%) Terraform
3 78 (23.28%) Ansible
4 37 (11.04%) Puppet
5 27 (8.06%) Kibana
6 19 (5.67%) Prometheus
7 18 (5.37%) Grafana
7 18 (5.37%) Istio
8 16 (4.78%) Opscode Chef
9 11 (3.28%) HAProxy
9 11 (3.28%) Host Intrusion Detection System
9 11 (3.28%) logstash
9 11 (3.28%) Network Intrusion Detection System
10 10 (2.99%) Sysdig
11 9 (2.69%) HP Fortify
12 8 (2.39%) Packer
13 6 (1.79%) Fluentd
14 2 (0.60%) linkerd
15 1 (0.30%) Consul
15 1 (0.30%) Rancher
Vendors
1 36 (10.75%) Microsoft
2 30 (8.96%) Atlassian
3 16 (4.78%) Salesforce.com
4 12 (3.58%) Google
4 12 (3.58%) LexisNexis
4 12 (3.58%) Sybase
5 11 (3.28%) Hortonworks
5 11 (3.28%) VMware
6 9 (2.69%) Okta
6 9 (2.69%) Oracle
6 9 (2.69%) Splunk
7 6 (1.79%) Snapchat
8 5 (1.49%) Adobe
8 5 (1.49%) Checkmarx
9 4 (1.19%) SaltStack
9 4 (1.19%) Veracode
10 3 (0.90%) Informatica
10 3 (0.90%) Netezza
10 3 (0.90%) Teradata
11 2 (0.60%) Red Hat