Period
to 19 September 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 September 2019 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
UK > England
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 744 989 1028
Rank change year-on-year +245 +39 +134
Permanent jobs citing Artifactory 304 160 154
As % of all permanent IT jobs advertised in England 0.23% 0.10% 0.092%
As % of the Development Applications category 1.22% 0.51% 0.45%
Number of salaries quoted 219 135 107
England median annual salary £80,000 £71,000 £65,000
Median salary % change year-on-year +12.68% +9.23% +13.04%
10th Percentile £45,000 £43,500 £42,500
90th Percentile £128,750 £95,000 £100,000
UK median annual salary £80,000 £70,000 £62,500
% change year-on-year +14.29% +12.00% +8.70%

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 24,953 31,635 34,344
As % of all permanent IT jobs advertised in England 19.11% 20.25% 20.62%
Number of salaries quoted 19,880 25,793 28,184
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £83,750 £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 September 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 September 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 +158 193 £87,500 +9.38% 19
East of England +104 30 £50,000 - 9
Midlands +59 29 £56,798 -9.12% 4
West Midlands +46 28 £56,798 +33.64% 3
South West +27 25 £62,138 +3.56% 1
North of England +25 21 £45,250 +0.56% 5
North West +49 18 £45,500 +1.11% 1
South East +30 6 £65,000 +18.18% 6
North East +26 2 £37,500 -54.55% 1
East Midlands +15 1 - - 1
Yorkshire +10 1 £90,000 +100.00% 3
Artifactory
UK

For the 6 months to 19 September 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.

1 234 (76.97%) DevOps
2 229 (75.33%) AWS
3 216 (71.05%) Agile Software Development
4 214 (70.39%) Jenkins
5 208 (68.42%) Java
6 199 (65.46%) Software Engineering
7 195 (64.14%) Terraform
8 176 (57.89%) Docker
9 153 (50.33%) Kubernetes
10 147 (48.36%) Python
11 142 (46.71%) Git (software)
12 138 (45.39%) Finance
13 129 (42.43%) Ansible
14 115 (37.83%) Asset Management
15 112 (36.84%) Serverless
16 107 (35.20%) Amazon Redshift
16 107 (35.20%) AWS Lambda
17 104 (34.21%) Amazon EC2
18 102 (33.55%) JavaScript
18 102 (33.55%) Web Services
19 96 (31.58%) Azure
20 93 (30.59%) AngularJS
20 93 (30.59%) SQL
21 92 (30.26%) OpenShift
21 92 (30.26%) Amazon SQS
22 90 (29.61%) Microservices
23 82 (26.97%) Continuous Integration
24 81 (26.64%) Bitbucket
25 79 (25.99%) J2EE
26 78 (25.66%) Linux

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 48 (15.79%) SAS
2 21 (6.91%) Apache Spark
2 21 (6.91%) Confluence
3 15 (4.93%) nginx
4 13 (4.28%) Elasticsearch
5 8 (2.63%) OpenStack
6 7 (2.30%) WildFly
7 6 (1.97%) IIS
8 4 (1.32%) Adobe Experience Manager
8 4 (1.32%) WebSphere
9 3 (0.99%) JBoss
9 3 (0.99%) Tomcat
10 2 (0.66%) CMS
11 1 (0.33%) Apache
11 1 (0.33%) Cloud Foundry
11 1 (0.33%) Jetty
11 1 (0.33%) Umbraco
11 1 (0.33%) WebSphere Application Server
Applications
1 3 (0.99%) Adobe Premiere
Business Applications
1 7 (2.30%) Teamcenter
2 2 (0.66%) CA PPM
Cloud Services
1 229 (75.33%) AWS
2 112 (36.84%) Serverless
3 107 (35.20%) AWS Lambda
4 104 (34.21%) Amazon EC2
5 96 (31.58%) Azure
6 92 (30.26%) Amazon SQS
6 92 (30.26%) OpenShift
7 77 (25.33%) Amazon ECS
8 73 (24.01%) Amazon S3
9 51 (16.78%) GCP
10 42 (13.82%) AWS CloudFormation
11 30 (9.87%) AWS Elastic Beanstalk
12 22 (7.24%) CloudFront
13 19 (6.25%) PaaS
14 16 (5.26%) GitHub
15 13 (4.28%) Apigee
16 9 (2.96%) Power Platform
17 6 (1.97%) AWS Fargate
18 5 (1.64%) AWS CodePipeline
18 5 (1.64%) Stackdriver
Communications & Networking
1 31 (10.20%) TCP/IP
2 20 (6.58%) DNS
2 20 (6.58%) Firewall
3 9 (2.96%) SSL
4 5 (1.64%) HTTP
4 5 (1.64%) HTTPS
5 4 (1.32%) DSL
6 2 (0.66%) Cisco Nexus
6 2 (0.66%) Kerberos
6 2 (0.66%) VPN
7 1 (0.33%) Internet
7 1 (0.33%) LAN
7 1 (0.33%) Reverse Proxy
7 1 (0.33%) WAN
7 1 (0.33%) Wi-Fi
Database & Business Intelligence
1 107 (35.20%) Amazon Redshift
2 64 (21.05%) Amazon RDS
3 57 (18.75%) Hadoop
4 54 (17.76%) Pentaho
5 34 (11.18%) MongoDB
6 33 (10.86%) SQL Server
7 32 (10.53%) Relational Database
8 28 (9.21%) Big Data
9 27 (8.88%) Data Warehouse
9 27 (8.88%) PostgreSQL
10 26 (8.55%) NoSQL
11 24 (7.89%) Oracle Database
12 23 (7.57%) Amazon DynamoDB
13 22 (7.24%) Amazon Aurora
14 16 (5.26%) Apache Hive
15 13 (4.28%) Apache Cassandra
16 12 (3.95%) Base SAS
16 12 (3.95%) SAS Data Integration Studio
16 12 (3.95%) SAS Enterprise Guide
16 12 (3.95%) SAS Visual Analytics
Development Applications
1 214 (70.39%) Jenkins
2 142 (46.71%) Git (software)
3 81 (26.64%) Bitbucket
4 78 (25.66%) GitLab
5 62 (20.39%) Maven
6 49 (16.12%) Sonatype Nexus
7 30 (9.87%) RStudio
8 24 (7.89%) JIRA
9 23 (7.57%) Selenium
10 21 (6.91%) SonarQube
11 20 (6.58%) Gradle
12 19 (6.25%) Travis CI
13 18 (5.92%) JUnit
14 16 (5.26%) Atlassian Bamboo
14 16 (5.26%) TeamCity
15 13 (4.28%) JMeter
16 10 (3.29%) Octopus Deploy
17 7 (2.30%) CircleCI
17 7 (2.30%) Cucumber
17 7 (2.30%) Gerrit
General
1 138 (45.39%) Finance
2 50 (16.45%) Front Office
3 20 (6.58%) Banking
4 14 (4.61%) Retail
5 6 (1.97%) Marketing
6 4 (1.32%) Public Sector
7 3 (0.99%) Telecoms
8 2 (0.66%) Electronics
8 2 (0.66%) Games
8 2 (0.66%) Law
8 2 (0.66%) Manufacturing
9 1 (0.33%) Advertising
9 1 (0.33%) Automotive
Job Titles
1 124 (40.79%) Developer
2 64 (21.05%) JavaScript Developer
3 54 (17.76%) AWS Developer
3 54 (17.76%) Front End Developer (Client-Side Developer)
4 50 (16.45%) UI Developer
5 47 (15.46%) Software Engineer
6 45 (14.80%) DevOps Engineer
7 32 (10.53%) Angular Developer
7 32 (10.53%) AWS Engineer
8 30 (9.87%) Java Developer
9 28 (9.21%) Agile Developer
9 28 (9.21%) HTML CSS Developer
9 28 (9.21%) HTML Developer
10 25 (8.22%) JavaScript Engineer
11 22 (7.24%) J2EE Developer
11 22 (7.24%) Java/J2EE Developer
11 22 (7.24%) Lead Developer
11 22 (7.24%) UI Engineer
12 21 (6.91%) Java Software Developer
12 21 (6.91%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 102 (33.55%) Web Services
2 93 (30.59%) AngularJS
3 79 (25.99%) J2EE
4 57 (18.75%) React
4 57 (18.75%) Vue.js
5 53 (17.43%) J2SE
6 45 (14.80%) CSS
6 45 (14.80%) HTML
7 38 (12.50%) HTML5
8 35 (11.51%) Kafka
9 34 (11.18%) CSS3
10 33 (10.86%) Node.js
11 24 (7.89%) .NET
12 19 (6.25%) .NET Core
12 19 (6.25%) Elastic Stack
13 15 (4.93%) Spring
14 8 (2.63%) REST
15 7 (2.30%) PowerMock
15 7 (2.30%) RESTEasy
15 7 (2.30%) Spring Cloud
Miscellaneous
1 55 (18.09%) Greenfield Project
2 54 (17.76%) Fixed Income
3 43 (14.14%) Hedge funds
4 18 (5.92%) Mobile App
5 17 (5.59%) Derivative
6 12 (3.95%) Analytical Skills
6 12 (3.95%) Enterprise Cloud
7 8 (2.63%) Linux Command Line
8 6 (1.97%) Public Cloud
8 6 (1.97%) Virtual Team
9 5 (1.64%) Equities
10 4 (1.32%) Data Centre
10 4 (1.32%) Foreign Exchange (FX)
10 4 (1.32%) User Experience
11 3 (0.99%) Management Information System
11 3 (0.99%) Self-Motivation
11 3 (0.99%) Smartphone
12 2 (0.66%) Hybrid Cloud
12 2 (0.66%) PKI
12 2 (0.66%) Replication
Operating Systems
1 78 (25.66%) Linux
2 55 (18.09%) Unix
3 14 (4.61%) Windows
4 12 (3.95%) CentOS
5 5 (1.64%) Android
5 5 (1.64%) Apple iOS
6 4 (1.32%) Windows Server
7 3 (0.99%) Kali Linux
7 3 (0.99%) Solaris
8 2 (0.66%) CoreOS
8 2 (0.66%) Red Hat Enterprise Linux
8 2 (0.66%) Ubuntu
8 2 (0.66%) VMS
9 1 (0.33%) Embedded Linux
9 1 (0.33%) Mac OS X
Processes & Methodologies
1 234 (76.97%) DevOps
2 216 (71.05%) Agile Software Development
3 199 (65.46%) Software Engineering
4 115 (37.83%) Asset Management
5 90 (29.61%) Microservices
6 82 (26.97%) Continuous Integration
7 74 (24.34%) Analytics
8 67 (22.04%) Scrum
9 58 (19.08%) Mentoring
10 57 (18.75%) Data Analytics
10 57 (18.75%) Front End Development
11 50 (16.45%) Deployment Automation
12 47 (15.46%) Data Engineering
13 46 (15.13%) Open Source
14 38 (12.50%) Sprint Planning
14 38 (12.50%) Sprint Retrospective
15 35 (11.51%) Process Improvement
15 35 (11.51%) Wealth Management
16 34 (11.18%) Decision-Making
16 34 (11.18%) Fund Management
Programming Languages
1 208 (68.42%) Java
2 147 (48.36%) Python
3 102 (33.55%) JavaScript
4 93 (30.59%) SQL
5 59 (19.41%) Bash Shell
6 51 (16.78%) R
7 45 (14.80%) TypeScript
8 37 (12.17%) Ruby
9 35 (11.51%) PL/SQL
10 24 (7.89%) Go
11 22 (7.24%) Perl
12 17 (5.59%) C#
13 12 (3.95%) C
13 12 (3.95%) C++
14 8 (2.63%) Java 8
14 8 (2.63%) PowerShell
15 6 (1.97%) ES6
15 6 (1.97%) Scala
15 6 (1.97%) XAML
16 5 (1.64%) Shell Script
Qualifications
1 27 (8.88%) Degree
2 15 (4.93%) Computer Science Degree
3 9 (2.96%) AWS Certification
4 7 (2.30%) SC Cleared
4 7 (2.30%) Security Cleared
5 4 (1.32%) DBS Check
5 4 (1.32%) ISTQB
6 2 (0.66%) CCNA
6 2 (0.66%) Cisco Certification
6 2 (0.66%) PhD
7 1 (0.33%) Postgraduate
Quality Assurance & Compliance
1 6 (1.97%) QA
2 1 (0.33%) Data Quality
2 1 (0.33%) PCI DSS
System Software
1 176 (57.89%) Docker
2 6 (1.97%) Apache ZooKeeper
3 3 (0.99%) Virtual Machines
3 3 (0.99%) VMware Infrastructure
4 2 (0.66%) Active Directory
4 2 (0.66%) vSphere
5 1 (0.33%) Apache Flume
5 1 (0.33%) HDFS
Systems Management
1 195 (64.14%) Terraform
2 153 (50.33%) Kubernetes
3 129 (42.43%) Ansible
4 44 (14.47%) Puppet
5 21 (6.91%) Kibana
5 21 (6.91%) Opscode Chef
6 17 (5.59%) logstash
7 15 (4.93%) Hadoop YARN
8 13 (4.28%) Ambari
9 7 (2.30%) HAProxy
9 7 (2.30%) Mesos
10 6 (1.97%) Nagios
11 5 (1.64%) Packer
11 5 (1.64%) Prometheus
11 5 (1.64%) Sysdig
12 4 (1.32%) Rancher
13 3 (0.99%) Grafana
13 3 (0.99%) Nessus
13 3 (0.99%) Nmap
13 3 (0.99%) Single Sign-On
Vendors
1 58 (19.08%) Google
2 56 (18.42%) Oracle
3 50 (16.45%) Cloudera
4 18 (5.92%) Hortonworks
5 16 (5.26%) VMware
6 14 (4.61%) Percona
7 13 (4.28%) Veracode
8 12 (3.95%) Splunk
9 11 (3.62%) Microsoft
10 10 (3.29%) Atlassian
11 9 (2.96%) SolarWinds
12 5 (1.64%) New Relic
12 5 (1.64%) Tableau
13 4 (1.32%) Adobe
13 4 (1.32%) Black Duck
13 4 (1.32%) CA Agile Central
13 4 (1.32%) Dynatrace
14 3 (0.99%) Qualys
15 2 (0.66%) Coverity
15 2 (0.66%) SAP