Period
to 19 November 2019

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 November 2019 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 695 981 1026
Rank change year-on-year +286 +45 +83
Permanent jobs citing Artifactory 345 149 159
As % of all permanent IT jobs advertised in England 0.27% 0.099% 0.095%
As % of the Development Applications category 1.44% 0.50% 0.47%
Number of salaries quoted 259 126 113
England median annual salary £80,000 £65,000 £70,000
Median salary % change year-on-year +23.08% -7.14% +21.74%
10th Percentile £42,500 £42,000 £43,164
90th Percentile £142,500 £105,000 £100,000
UK median annual salary £80,000 £57,500 £67,500
% change year-on-year +39.13% -14.81% +17.39%

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 23,940 30,076 33,975
As % of all permanent IT jobs advertised in England 18.94% 19.93% 20.32%
Number of salaries quoted 19,272 24,527 27,909
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £84,200 £80,000 £75,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Artifactory
Job Vacancy Trend in England

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

Job vacancy trend for Artifactory in England

Artifactory
Salary Trend in England

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

Salary trend for Artifactory in England

Artifactory
Salary Histogram in England

The salary distribution of IT jobs citing Artifactory in England over the 6 months to 19 November 2019.

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 November 2019. 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
London +190 223 £90,000 +12.50% 21
East of England - 36 £50,000 - 4
North of England +54 33 £50,000 +11.11% 2
North West +55 28 £50,000 +11.11%
West Midlands +56 27 £56,000 +24.44% 3
Midlands +51 27 £56,000 -4.68% 5
South West +14 17 £62,138 +38.08%
South East +28 9 £65,000 +18.18% 5
North East +22 5 £33,000 -60.00% 1
Artifactory
UK

For the 6 months to 19 November 2019, 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.

1 263 (76.23%) DevOps
2 258 (74.78%) Agile Software Development
3 257 (74.49%) AWS
4 229 (66.38%) Docker
5 227 (65.80%) Java
6 214 (62.03%) Jenkins
7 213 (61.74%) Terraform
8 196 (56.81%) Software Engineering
9 180 (52.17%) Python
10 174 (50.43%) Kubernetes
11 169 (48.99%) Finance
12 162 (46.96%) Git (software)
13 130 (37.68%) Microservices
14 129 (37.39%) Asset Management
15 124 (35.94%) Ansible
16 123 (35.65%) Amazon EC2
17 117 (33.91%) Web Services
18 116 (33.62%) Serverless
19 109 (31.59%) Azure
20 108 (31.30%) AWS Lambda
21 105 (30.43%) Linux
22 102 (29.57%) SQL
22 102 (29.57%) OpenShift
23 98 (28.41%) Amazon ECS
24 95 (27.54%) Amazon Redshift
25 94 (27.25%) JavaScript
26 92 (26.67%) Greenfield Project
27 91 (26.38%) Amazon SQS
28 87 (25.22%) Fixed Income
29 85 (24.64%) AngularJS

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 49 (14.20%) Confluence
2 33 (9.57%) SAS
3 17 (4.93%) Tomcat
4 16 (4.64%) IIS
5 14 (4.06%) nginx
6 10 (2.90%) Apache Spark
7 8 (2.32%) WildFly
8 7 (2.03%) Elasticsearch
8 7 (2.03%) OpenStack
9 4 (1.16%) JBoss
10 3 (0.87%) Adobe Experience Manager
10 3 (0.87%) WebSphere
11 2 (0.58%) Apache
11 2 (0.58%) CMS
11 2 (0.58%) Jetty
11 2 (0.58%) Umbraco
12 1 (0.29%) Cloud Foundry
12 1 (0.29%) WebSphere Application Server
Applications
1 3 (0.87%) Adobe Premiere
Business Applications
1 6 (1.74%) Teamcenter
2 2 (0.58%) CA PPM
Cloud Services
1 257 (74.49%) AWS
2 123 (35.65%) Amazon EC2
3 116 (33.62%) Serverless
4 109 (31.59%) Azure
5 108 (31.30%) AWS Lambda
6 102 (29.57%) OpenShift
7 98 (28.41%) Amazon ECS
8 91 (26.38%) Amazon SQS
9 77 (22.32%) Amazon S3
10 72 (20.87%) AWS CloudFormation
11 61 (17.68%) GCP
12 22 (6.38%) GitHub
13 18 (5.22%) npm
14 15 (4.35%) Amazon EKS
14 15 (4.35%) CloudFront
15 13 (3.77%) PaaS
16 11 (3.19%) Apigee
17 10 (2.90%) AWS Elastic Beanstalk
18 8 (2.32%) Power Platform
18 8 (2.32%) SaaS
Communications & Networking
1 43 (12.46%) TCP/IP
2 31 (8.99%) Firewall
3 30 (8.70%) DNS
4 19 (5.51%) SSL
5 5 (1.45%) HTTP
5 5 (1.45%) HTTPS
6 4 (1.16%) DSL
7 3 (0.87%) Cisco Nexus
7 3 (0.87%) Internet
8 1 (0.29%) Broadband
8 1 (0.29%) Reverse Proxy
8 1 (0.29%) VPN
8 1 (0.29%) Wi-Fi
Database & Business Intelligence
1 95 (27.54%) Amazon Redshift
2 74 (21.45%) Amazon RDS
3 49 (14.20%) Hadoop
4 37 (10.72%) Pentaho
5 34 (9.86%) SQL Server
6 30 (8.70%) MongoDB
7 28 (8.12%) NoSQL
8 24 (6.96%) Relational Database
9 22 (6.38%) Data Warehouse
10 20 (5.80%) Big Data
10 20 (5.80%) PostgreSQL
11 17 (4.93%) Oracle Database
12 16 (4.64%) Amazon DynamoDB
13 15 (4.35%) Amazon Aurora
14 12 (3.48%) Apache Cassandra
15 11 (3.19%) Redis
16 9 (2.61%) MySQL
17 8 (2.32%) Apache Hive
17 8 (2.32%) BusinessObjects XI
17 8 (2.32%) Power BI
Development Applications
1 214 (62.03%) Jenkins
2 162 (46.96%) Git (software)
3 73 (21.16%) Maven
4 71 (20.58%) Bitbucket
5 59 (17.10%) JIRA
6 58 (16.81%) GitLab
7 56 (16.23%) Sonatype Nexus
8 40 (11.59%) SonarQube
9 34 (9.86%) TeamCity
10 33 (9.57%) Gradle
11 29 (8.41%) RStudio
12 28 (8.12%) JUnit
13 26 (7.54%) Selenium
14 25 (7.25%) Atlassian Bamboo
15 22 (6.38%) Octopus Deploy
16 18 (5.22%) Ant
17 17 (4.93%) Visual Studio Team System
18 14 (4.06%) JMeter
18 14 (4.06%) MSBuild
18 14 (4.06%) Team Foundation Server
General
1 169 (48.99%) Finance
2 83 (24.06%) Front Office
3 21 (6.09%) Banking
4 12 (3.48%) Retail
5 4 (1.16%) Telecoms
6 3 (0.87%) Law
6 3 (0.87%) Marketing
7 1 (0.29%) Automotive
7 1 (0.29%) Financial Institution
Job Titles
1 141 (40.87%) Developer
2 73 (21.16%) DevOps Engineer
3 70 (20.29%) Software Engineer
4 58 (16.81%) AWS Developer
5 49 (14.20%) AWS Engineer
6 47 (13.62%) JavaScript Developer
6 47 (13.62%) UI Developer
7 42 (12.17%) Front End Developer (Client-Side Developer)
8 39 (11.30%) Python Developer
9 37 (10.72%) Agile Developer
9 37 (10.72%) HTML CSS Developer
9 37 (10.72%) HTML Developer
10 35 (10.14%) Java Developer
11 34 (9.86%) Python Engineer
11 34 (9.86%) Senior Software Engineer
12 33 (9.57%) AWS Software Engineer
13 31 (8.99%) Senior Developer
13 31 (8.99%) Senior Software Developer
14 30 (8.70%) Developer/Software Engineer
14 30 (8.70%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 117 (33.91%) Web Services
2 85 (24.64%) AngularJS
3 65 (18.84%) React
4 56 (16.23%) J2EE
5 51 (14.78%) CSS
5 51 (14.78%) HTML
6 48 (13.91%) Vue.js
7 41 (11.88%) J2SE
8 40 (11.59%) HTML5
9 37 (10.72%) .NET
9 37 (10.72%) CSS3
10 32 (9.28%) Elastic Stack
10 32 (9.28%) Node.js
11 31 (8.99%) Kafka
12 24 (6.96%) Spring
13 20 (5.80%) .NET Core
14 15 (4.35%) Hibernate
14 15 (4.35%) LAMP
15 13 (3.77%) RabbitMQ
16 12 (3.48%) REST
Miscellaneous
1 92 (26.67%) Greenfield Project
2 87 (25.22%) Fixed Income
3 54 (15.65%) Hedge funds
4 26 (7.54%) Analytical Skills
4 26 (7.54%) Derivative
5 19 (5.51%) Mobile App
6 17 (4.93%) Public Cloud
7 14 (4.06%) Equities
8 13 (3.77%) Enterprise Cloud
9 12 (3.48%) User Experience
10 11 (3.19%) Linux Command Line
11 10 (2.90%) Blog
11 10 (2.90%) Equity Derivative
12 7 (2.03%) Hybrid Cloud
13 6 (1.74%) Data Centre
14 4 (1.16%) Foreign Exchange (FX)
14 4 (1.16%) Management Information System
15 2 (0.58%) Data Structures
15 2 (0.58%) Enterprise Software
15 2 (0.58%) Replication
Operating Systems
1 105 (30.43%) Linux
2 53 (15.36%) Unix
3 51 (14.78%) Windows
4 22 (6.38%) CentOS
5 20 (5.80%) Windows Server
6 14 (4.06%) Android
6 14 (4.06%) Apple iOS
7 8 (2.32%) Embedded Linux
8 6 (1.74%) Red Hat Enterprise Linux
9 5 (1.45%) Ubuntu
9 5 (1.45%) Windows Server 2012
10 2 (0.58%) VMS
11 1 (0.29%) Kali Linux
11 1 (0.29%) Mac OS X
11 1 (0.29%) Solaris
Processes & Methodologies
1 263 (76.23%) DevOps
2 258 (74.78%) Agile Software Development
3 196 (56.81%) Software Engineering
4 130 (37.68%) Microservices
5 129 (37.39%) Asset Management
6 79 (22.90%) Continuous Integration
7 73 (21.16%) Scrum
8 66 (19.13%) Decision-Making
9 65 (18.84%) Analytics
10 61 (17.68%) Mentoring
11 49 (14.20%) Open Source
12 47 (13.62%) Data Analytics
12 47 (13.62%) Front End Development
12 47 (13.62%) Wealth Management
13 46 (13.33%) Configuration Management
14 43 (12.46%) TDD
15 39 (11.30%) Deployment Automation
16 38 (11.01%) Infrastructure as Code
17 37 (10.72%) Fund Management
17 37 (10.72%) Software Delivery
Programming Languages
1 227 (65.80%) Java
2 180 (52.17%) Python
3 102 (29.57%) SQL
4 94 (27.25%) JavaScript
5 81 (23.48%) R
6 63 (18.26%) Bash Shell
7 50 (14.49%) TypeScript
8 42 (12.17%) Ruby
9 35 (10.14%) C#
10 26 (7.54%) PL/SQL
11 25 (7.25%) C
11 25 (7.25%) Perl
12 18 (5.22%) C++
12 18 (5.22%) Go
12 18 (5.22%) PowerShell
13 14 (4.06%) T-SQL
14 13 (3.77%) Java 8
15 11 (3.19%) Kotlin
16 9 (2.61%) ES6
16 9 (2.61%) XAML
Qualifications
1 19 (5.51%) Degree
2 11 (3.19%) Computer Science Degree
3 5 (1.45%) DBS Check
3 5 (1.45%) ISTQB
4 3 (0.87%) AWS Certification
4 3 (0.87%) CCNA
4 3 (0.87%) Cisco Certification
4 3 (0.87%) SC Cleared
4 3 (0.87%) Security Cleared
5 1 (0.29%) ISTQB Foundation Certification
5 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 8 (2.32%) PCI DSS
2 7 (2.03%) QA
3 2 (0.58%) GDPR
System Software
1 229 (66.38%) Docker
2 7 (2.03%) vSphere
3 6 (1.74%) Apache ZooKeeper
3 6 (1.74%) VMware Infrastructure
4 5 (1.45%) Active Directory
5 2 (0.58%) VMware ESXi
5 2 (0.58%) Xen
6 1 (0.29%) Veritas Cluster Server
Systems Management
1 213 (61.74%) Terraform
2 174 (50.43%) Kubernetes
3 124 (35.94%) Ansible
4 63 (18.26%) Puppet
5 30 (8.70%) Opscode Chef
6 15 (4.35%) logstash
6 15 (4.35%) Packer
7 13 (3.77%) Kibana
8 9 (2.61%) Nagios
9 8 (2.32%) Ambari
9 8 (2.32%) Hadoop YARN
9 8 (2.32%) Mesos
10 5 (1.45%) Grafana
10 5 (1.45%) HAProxy
11 3 (0.87%) Prometheus
11 3 (0.87%) Single Sign-On
12 2 (0.58%) Docker Swarm
12 2 (0.58%) Graphite
12 2 (0.58%) Rancher
12 2 (0.58%) Salt
Vendors
1 62 (17.97%) Google
2 53 (15.36%) Oracle
3 33 (9.57%) Cloudera
4 22 (6.38%) Splunk
5 21 (6.09%) Atlassian
6 19 (5.51%) VMware
7 17 (4.93%) Microsoft
8 14 (4.06%) Black Duck
8 14 (4.06%) Percona
9 11 (3.19%) Veracode
10 10 (2.90%) SolarWinds
11 9 (2.61%) Dynatrace
12 8 (2.32%) Hortonworks
13 5 (1.45%) New Relic
13 5 (1.45%) Red Hat
13 5 (1.45%) ServiceNow
14 4 (1.16%) SaltStack
14 4 (1.16%) Tableau
15 3 (0.87%) Adobe
15 3 (0.87%) Kony