Period
to 19 January 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 19 January 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK
6 months to
19 Jan 2020
Same period 2019 Same period 2018
Rank 672 964 1022
Rank change year-on-year +292 +58 +58
Permanent jobs citing Artifactory 348 159 187
As % of all permanent IT jobs advertised in the UK 0.28% 0.11% 0.11%
As % of the Development Applications category 1.44% 0.53% 0.53%
Number of salaries quoted 275 130 144
UK median annual salary £85,000 £55,000 £62,500
Median salary % change year-on-year +54.55% -12.00% +8.70%
10th Percentile £42,500 £32,500 £26,500
90th Percentile £143,750 £105,250 £100,000
UK excluding London median annual salary £56,000 £45,000 £50,000
% change year-on-year +24.44% -10.00% -6.98%

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 24,101 29,983 35,381
As % of all permanent IT jobs advertised in the UK 19.36% 19.90% 20.33%
Number of salaries quoted 18,962 23,895 29,010
UK median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £33,000 £32,500 £31,250
90th Percentile £85,000 £80,000 £75,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Artifactory
Job Vacancy Trend

Job postings citing Artifactory as a percentage of all IT jobs advertised.

Job vacancy trend for Artifactory in the UK

Artifactory
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artifactory.

Salary trend for Artifactory in the UK

Artifactory
Salary Histogram

The salary distribution of IT jobs citing Artifactory over the 6 months to 19 January 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 19 January 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 +286 346 £85,000 +30.77% 22
London +215 223 £110,000 +37.50% 11
UK excluding London +140 124 £56,000 +24.44% 13
Midlands +69 42 £56,798 -5.34% 3
West Midlands +44 34 £58,744 -9.62% 2
East of England - 33 £61,500 -
North of England +81 28 £50,000 +11.11%
North West +74 25 £50,000 +11.11%
South East +46 17 £45,000 -18.18% 6
East Midlands +24 8 £52,500 +5.00% 1
North East - 3 £33,000 -
South West - 3 £60,000 - 2
Wales -10 1 - -

For the 6 months to 19 January 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.

1 256 (73.56%) AWS
2 243 (69.83%) Agile Software Development
3 237 (68.10%) Java
4 235 (67.53%) Docker
5 222 (63.79%) DevOps
6 198 (56.90%) Jenkins
7 194 (55.75%) Terraform
8 189 (54.31%) Finance
9 183 (52.59%) Python
10 177 (50.86%) Kubernetes
11 152 (43.68%) Git (software)
12 145 (41.67%) Software Engineering
13 139 (39.94%) Ansible
14 136 (39.08%) Microservices
15 135 (38.79%) SQL
16 134 (38.51%) Azure
17 133 (38.22%) Asset Management
18 125 (35.92%) Greenfield Project
19 123 (35.34%) Web Services
20 110 (31.61%) OpenShift
21 109 (31.32%) Fixed Income
22 108 (31.03%) Front Office
23 106 (30.46%) R
24 101 (29.02%) Amazon EC2
25 100 (28.74%) JavaScript
26 96 (27.59%) Decision-Making
27 95 (27.30%) Linux
28 94 (27.01%) AngularJS
29 89 (25.57%) Serverless
30 86 (24.71%) Maven

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 53 (15.23%) Confluence
2 28 (8.05%) SAS
3 25 (7.18%) Tomcat
4 16 (4.60%) IIS
5 10 (2.87%) WildFly
6 9 (2.59%) nginx
7 8 (2.30%) Apache Solr
7 8 (2.30%) JBoss
8 6 (1.72%) Elasticsearch
9 5 (1.44%) Adobe Experience Manager
10 4 (1.15%) CMS
10 4 (1.15%) OpenStack
11 3 (0.86%) Apache Spark
12 2 (0.57%) Umbraco
13 1 (0.29%) Apache
13 1 (0.29%) Cloud Foundry
13 1 (0.29%) Jetty
13 1 (0.29%) WebSphere
Applications
1 1 (0.29%) Adobe Premiere
Cloud Services
1 256 (73.56%) AWS
2 134 (38.51%) Azure
3 110 (31.61%) OpenShift
4 101 (29.02%) Amazon EC2
5 89 (25.57%) Serverless
6 84 (24.14%) Amazon ECS
6 84 (24.14%) AWS Lambda
7 71 (20.40%) GCP
8 67 (19.25%) Amazon SQS
9 65 (18.68%) AWS CloudFormation
10 60 (17.24%) Amazon S3
11 28 (8.05%) GitHub
12 19 (5.46%) npm
13 16 (4.60%) Amazon EKS
14 13 (3.74%) Slack
15 11 (3.16%) SaaS
16 8 (2.30%) Amazon Kinesis
16 8 (2.30%) PaaS
17 7 (2.01%) CloudFront
18 6 (1.72%) Cloud Computing
Communications & Networking
1 34 (9.77%) TCP/IP
2 26 (7.47%) DNS
2 26 (7.47%) Firewall
3 19 (5.46%) SSL
4 4 (1.15%) HTTP
4 4 (1.15%) HTTPS
5 2 (0.57%) Cisco Nexus
5 2 (0.57%) Internet
6 1 (0.29%) Broadband
6 1 (0.29%) CDMA
6 1 (0.29%) GSM
6 1 (0.29%) LTE
6 1 (0.29%) UMTS
6 1 (0.29%) VPN
6 1 (0.29%) Wi-Fi
Database & Business Intelligence
1 80 (22.99%) Amazon Redshift
2 60 (17.24%) Amazon RDS
3 50 (14.37%) Hadoop
4 42 (12.07%) NoSQL
5 33 (9.48%) Pentaho
6 21 (6.03%) SQL Server
7 19 (5.46%) MongoDB
8 15 (4.31%) Big Data
9 14 (4.02%) InfluxDB
9 14 (4.02%) MySQL
9 14 (4.02%) Redis
10 11 (3.16%) Data Warehouse
11 10 (2.87%) Oracle Database
12 8 (2.30%) Amazon DynamoDB
13 7 (2.01%) Amazon Aurora
14 6 (1.72%) Ingres
14 6 (1.72%) Relational Database
15 5 (1.44%) BusinessObjects XI
15 5 (1.44%) Power BI
15 5 (1.44%) SAS EBI
Development Applications
1 198 (56.90%) Jenkins
2 152 (43.68%) Git (software)
3 86 (24.71%) Maven
4 70 (20.11%) JIRA
5 64 (18.39%) Bitbucket
6 47 (13.51%) SonarQube
7 41 (11.78%) GitLab
8 39 (11.21%) Sonatype Nexus
9 35 (10.06%) JUnit
10 33 (9.48%) TeamCity
11 25 (7.18%) Gradle
12 23 (6.61%) Ant
13 21 (6.03%) RStudio
14 19 (5.46%) Octopus Deploy
15 18 (5.17%) Visual Studio Team System
16 17 (4.89%) Selenium
17 16 (4.60%) Atlassian Bamboo
18 15 (4.31%) Bower
18 15 (4.31%) TestRail
18 15 (4.31%) Zephyr
General
1 189 (54.31%) Finance
2 108 (31.03%) Front Office
3 17 (4.89%) Banking
4 5 (1.44%) Marketing
4 5 (1.44%) Retail
5 3 (0.86%) Automotive
5 3 (0.86%) Law
5 3 (0.86%) Publishing
5 3 (0.86%) Telecoms
6 2 (0.57%) Manufacturing
6 2 (0.57%) Public Sector
7 1 (0.29%) Financial Institution
Job Titles
1 116 (33.33%) Developer
2 75 (21.55%) DevOps Engineer
3 55 (15.80%) Software Engineer
4 49 (14.08%) AWS Developer
5 43 (12.36%) AWS Engineer
6 41 (11.78%) Senior Developer
7 37 (10.63%) Python Developer
7 37 (10.63%) Senior Software Engineer
8 36 (10.34%) Java Developer
9 35 (10.06%) AWS Software Engineer
10 34 (9.77%) Python Engineer
10 34 (9.77%) Senior Software Developer
11 33 (9.48%) Architect
11 33 (9.48%) Developer/Software Engineer
11 33 (9.48%) Python Software Engineer
11 33 (9.48%) Senior Python Developer
12 27 (7.76%) Agile Developer
12 27 (7.76%) Front End Developer (Client-Side Developer)
12 27 (7.76%) HTML CSS Developer
12 27 (7.76%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 123 (35.34%) Web Services
2 94 (27.01%) AngularJS
3 85 (24.43%) React
4 59 (16.95%) .NET
5 56 (16.09%) Node.js
6 51 (14.66%) CSS
7 43 (12.36%) HTML
8 40 (11.49%) Elastic Stack
9 37 (10.63%) J2EE
10 33 (9.48%) J2SE
11 32 (9.20%) HTML5
12 30 (8.62%) Spring
13 29 (8.33%) Vue.js
14 27 (7.76%) CSS3
15 25 (7.18%) Kafka
16 21 (6.03%) RabbitMQ
17 20 (5.75%) Hibernate
18 16 (4.60%) LAMP
19 13 (3.74%) JPA
20 12 (3.45%) .NET Core
Miscellaneous
1 125 (35.92%) Greenfield Project
2 109 (31.32%) Fixed Income
3 69 (19.83%) Hedge funds
4 59 (16.95%) Public Cloud
5 55 (15.80%) Derivative
6 44 (12.64%) Equities
7 41 (11.78%) Blog
8 40 (11.49%) Equity Derivative
9 23 (6.61%) Analytical Skills
10 12 (3.45%) Linux Command Line
11 9 (2.59%) User Experience
12 8 (2.30%) Enterprise Cloud
13 6 (1.72%) Algorithms
13 6 (1.72%) Data Centre
13 6 (1.72%) Hybrid Cloud
13 6 (1.72%) Management Information System
13 6 (1.72%) Mobile App
14 4 (1.15%) Foreign Exchange (FX)
15 3 (0.86%) SWIFT
16 2 (0.57%) Data Structures
Operating Systems
1 95 (27.30%) Linux
2 51 (14.66%) Unix
2 51 (14.66%) Windows
3 28 (8.05%) CentOS
4 21 (6.03%) Windows Server
5 12 (3.45%) Android
5 12 (3.45%) Apple iOS
6 8 (2.30%) Embedded Linux
7 6 (1.72%) Red Hat Enterprise Linux
7 6 (1.72%) Windows Server 2012
8 5 (1.44%) Debian
8 5 (1.44%) Ubuntu
9 1 (0.29%) Mac OS X
9 1 (0.29%) Mesosphere
Processes & Methodologies
1 243 (69.83%) Agile Software Development
2 222 (63.79%) DevOps
3 145 (41.67%) Software Engineering
4 136 (39.08%) Microservices
5 133 (38.22%) Asset Management
6 96 (27.59%) Decision-Making
7 82 (23.56%) Continuous Integration
8 81 (23.28%) Scrum
9 80 (22.99%) Analytics
10 79 (22.70%) Open Source
11 67 (19.25%) Wealth Management
12 65 (18.68%) Data Analytics
13 57 (16.38%) Migration
14 44 (12.64%) Mentoring
15 43 (12.36%) Configuration Management
15 43 (12.36%) SDLC
16 42 (12.07%) Portfolio Management
17 40 (11.49%) Infrastructure as Code
17 40 (11.49%) Investment Management
18 38 (10.92%) Software Delivery
Programming Languages
1 237 (68.10%) Java
2 183 (52.59%) Python
3 135 (38.79%) SQL
4 106 (30.46%) R
5 100 (28.74%) JavaScript
6 45 (12.93%) Bash Shell
7 42 (12.07%) C++
7 42 (12.07%) TypeScript
8 34 (9.77%) C#
9 33 (9.48%) PL/SQL
10 29 (8.33%) Ruby
11 21 (6.03%) C
12 17 (4.89%) Perl
12 17 (4.89%) PowerShell
13 15 (4.31%) T-SQL
14 14 (4.02%) Java 8
15 11 (3.16%) Kotlin
16 10 (2.87%) ES6
17 9 (2.59%) Go
17 9 (2.59%) XAML
Qualifications
1 13 (3.74%) Degree
2 5 (1.44%) Computer Science Degree
2 5 (1.44%) SC Cleared
2 5 (1.44%) Security Cleared
3 3 (0.86%) DBS Check
4 2 (0.57%) CCNA
4 2 (0.57%) Cisco Certification
5 1 (0.29%) ISTQB
5 1 (0.29%) ISTQB Foundation Certification
5 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 16 (4.60%) QA
2 8 (2.30%) PCI DSS
3 3 (0.86%) GDPR
3 3 (0.86%) SEPA
System Software
1 235 (67.53%) Docker
2 15 (4.31%) Apache ZooKeeper
3 6 (1.72%) Active Directory
3 6 (1.72%) vSphere
4 3 (0.86%) VMware Infrastructure
5 2 (0.57%) VMware ESXi
5 2 (0.57%) Xen
6 1 (0.29%) Veritas Cluster Server
Systems Management
1 194 (55.75%) Terraform
2 177 (50.86%) Kubernetes
3 139 (39.94%) Ansible
4 60 (17.24%) Puppet
5 31 (8.91%) Opscode Chef
6 24 (6.90%) Packer
7 13 (3.74%) Grafana
8 11 (3.16%) logstash
9 9 (2.59%) Kibana
10 5 (1.44%) Docker Swarm
10 5 (1.44%) Mesos
10 5 (1.44%) Nagios
11 4 (1.15%) HAProxy
12 3 (0.86%) Ambari
12 3 (0.86%) Hadoop YARN
13 2 (0.57%) Consul
13 2 (0.57%) Graphite
13 2 (0.57%) MOM
13 2 (0.57%) Prometheus
13 2 (0.57%) Salt
Vendors
1 60 (17.24%) Oracle
2 51 (14.66%) Google
3 33 (9.48%) Cloudera
4 19 (5.46%) Splunk
5 17 (4.89%) Atlassian
6 15 (4.31%) Black Duck
6 15 (4.31%) Red Hat
7 14 (4.02%) Microsoft
8 12 (3.45%) VMware
9 11 (3.16%) Percona
10 7 (2.01%) New Relic
11 6 (1.72%) Dynatrace
11 6 (1.72%) ServiceNow
11 6 (1.72%) SolarWinds
12 5 (1.44%) Adobe
12 5 (1.44%) Hitachi
13 4 (1.15%) Hortonworks
13 4 (1.15%) SaltStack
14 3 (0.86%) Citrix
14 3 (0.86%) Kony