Period
to 24 August 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Artifactory skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Artifactory over the 6 months to 24 August 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

JFrog Artifactory
UK > England
6 months to
24 Aug 2019
Same period 2018 Same period 2017
Rank 475 510 617
Rank change year-on-year +35 +107 +15
Contract jobs citing Artifactory 370 383 217
As % of all contract IT jobs advertised in England 0.45% 0.41% 0.24%
As % of the Development Applications category 2.38% 1.98% 1.35%
Number of daily rates quoted 150 242 143
England median daily rate £542 £550 £500
Median daily rate % change year-on-year -1.55% +10.00% +5.26%
10th Percentile £425 £388 £384
90th Percentile £688 £644 £605
UK median daily rate £525 £550 £500
% change year-on-year -4.55% +10.00% +5.26%
Number of hourly rates quoted 0 4 0
England median hourly rate - £35.00 -
UK median hourly rate - £35.00 -

Artifactory is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for development application skills.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 15,533 19,370 16,048
As % of all contract IT jobs advertised in England 18.85% 20.62% 18.11%
Number of daily rates quoted 10,213 13,379 11,026
England median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £338 £325 £310
90th Percentile £638 £625 £600
UK median daily rate £475 £473 £450
% change year-on-year +0.42% +5.11% +5.88%
Number of hourly rates quoted 212 207 278
England median hourly rate £45.00 £42.50 £41.20
Median hourly rate % change year-on-year +5.88% +3.16% -2.49%
10th Percentile £23.33 £26.50 £28.68
90th Percentile £56.50 £53.00 £55.75
UK median hourly rate £44.00 £42.50 £42.25
% change year-on-year +3.53% +0.59% -

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Artifactory in England.

Contractor daily rate trend for Artifactory in England

Artifactory
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Artifactory in England over the 6 months to 24 August 2019.

Contractor daily rate histogram for Artifactory in England

Artifactory
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Artifactory in England.

Contractor hourly rate trend for Artifactory in England

Artifactory
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the England region over the 6 months to 24 August 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +44 219 £575 -4.17% 8
North of England +40 49 £450 -10.00%
North West +44 47 £440 -11.56%
South West -25 33 £638 +50.00% 2
East of England +37 28 £600 +41.18% 8
Midlands +45 26 £500 +23.46% 5
West Midlands +36 22 £500 -24.41% 4
South East +3 15 £475 -5.00% 7
East Midlands +22 4 £488 +39.29% 1
Yorkshire +7 2 £500 -4.21%
Artifactory
UK

For the 6 months to 24 August 2019, IT contractor 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 contract job ads across the England region with a requirement for Artifactory.

1 292 (78.92%) AWS
2 272 (73.51%) DevOps
3 251 (67.84%) Terraform
4 243 (65.68%) Jenkins
5 238 (64.32%) Java
6 230 (62.16%) Kubernetes
7 202 (54.59%) Docker
8 179 (48.38%) Agile Software Development
9 174 (47.03%) Finance
10 171 (46.22%) Software Engineering
11 158 (42.70%) Amazon S3
12 156 (42.16%) Amazon SQS
13 154 (41.62%) Ansible
14 153 (41.35%) Python
15 152 (41.08%) Web Services
15 152 (41.08%) Serverless
16 151 (40.81%) AWS Lambda
17 145 (39.19%) Git (software)
18 137 (37.03%) GitLab
19 133 (35.95%) Amazon EC2
20 126 (34.05%) Amazon RDS
21 125 (33.78%) Amazon Redshift
22 124 (33.51%) Asset Management
23 120 (32.43%) OpenShift
23 120 (32.43%) J2EE
24 116 (31.35%) AWS CloudFormation
25 115 (31.08%) JavaScript
26 99 (26.76%) Linux
27 98 (26.49%) Amazon ECS
28 94 (25.41%) JIRA

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 42 (11.35%) Confluence
2 22 (5.95%) Apache Spark
3 10 (2.70%) Elasticsearch
3 10 (2.70%) nginx
3 10 (2.70%) WebSphere
4 9 (2.43%) SAS
5 5 (1.35%) Apache
5 5 (1.35%) JBoss
6 4 (1.08%) Apache Solr
6 4 (1.08%) Cloud Foundry
6 4 (1.08%) WebSphere Application Server
7 3 (0.81%) Anypoint
7 3 (0.81%) Mule
7 3 (0.81%) Tomcat
8 2 (0.54%) Jetty
8 2 (0.54%) Tuxedo
9 1 (0.27%) CMS
9 1 (0.27%) Drupal
9 1 (0.27%) Mule ESB
9 1 (0.27%) WebLogic
Business Applications
1 6 (1.62%) Sparx Enterprise Architect
2 3 (0.81%) Payment Gateway
3 2 (0.54%) CA PPM
Cloud Services
1 292 (78.92%) AWS
2 158 (42.70%) Amazon S3
3 156 (42.16%) Amazon SQS
4 152 (41.08%) Serverless
5 151 (40.81%) AWS Lambda
6 133 (35.95%) Amazon EC2
7 120 (32.43%) OpenShift
8 116 (31.35%) AWS CloudFormation
9 98 (26.49%) Amazon ECS
10 93 (25.14%) Azure
11 55 (14.86%) GCP
12 47 (12.70%) AWS Elastic Beanstalk
13 30 (8.11%) GitHub
14 28 (7.57%) Amazon EKS
15 18 (4.86%) AWS Fargate
16 7 (1.89%) Amazon EMR
16 7 (1.89%) Kong
17 6 (1.62%) Virtual Private Cloud
18 5 (1.35%) Amazon ELB
18 5 (1.35%) PaaS
Communications & Networking
1 16 (4.32%) DNS
2 14 (3.78%) SSL
3 12 (3.24%) Kerberos
4 10 (2.70%) Firewall
5 9 (2.43%) VPN
6 6 (1.62%) TCP/IP
7 2 (0.54%) Ethernet
7 2 (0.54%) HTTP
7 2 (0.54%) IPsec
7 2 (0.54%) IPv4
7 2 (0.54%) OpenVPN
8 1 (0.27%) Cisco Nexus
8 1 (0.27%) HTTPS
Database & Business Intelligence
1 126 (34.05%) Amazon RDS
2 125 (33.78%) Amazon Redshift
3 41 (11.08%) NoSQL
4 28 (7.57%) PostgreSQL
5 22 (5.95%) Apache Hive
6 21 (5.68%) MySQL
7 18 (4.86%) Amazon Athena
8 17 (4.59%) Pentaho
9 16 (4.32%) Big Data
10 14 (3.78%) MongoDB
11 13 (3.51%) Data Warehouse
12 12 (3.24%) Amazon Aurora
13 11 (2.97%) Hadoop
13 11 (2.97%) Impala
14 9 (2.43%) Oracle Database
15 5 (1.35%) Relational Database
16 4 (1.08%) SQL Server
17 3 (0.81%) RDBMS
18 2 (0.54%) BusinessObjects XI
18 2 (0.54%) SAS EBI
Development Applications
1 243 (65.68%) Jenkins
2 145 (39.19%) Git (software)
3 137 (37.03%) GitLab
4 94 (25.41%) JIRA
5 89 (24.05%) Sonatype Nexus
6 77 (20.81%) RStudio
7 57 (15.41%) Maven
8 54 (14.59%) SonarQube
9 43 (11.62%) Bitbucket
10 31 (8.38%) CircleCI
11 29 (7.84%) Travis CI
12 21 (5.68%) Selenium
13 15 (4.05%) Ant
14 14 (3.78%) Cucumber
15 13 (3.51%) Subversion
16 12 (3.24%) Bitbucket Server
16 12 (3.24%) Robot Framework
16 12 (3.24%) TeamCity
17 11 (2.97%) gulp
18 10 (2.70%) JUnit
General
1 174 (47.03%) Finance
2 77 (20.81%) Front Office
3 37 (10.00%) Banking
4 7 (1.89%) Public Sector
5 5 (1.35%) Police
6 4 (1.08%) Manufacturing
7 2 (0.54%) Automotive
7 2 (0.54%) Marketing
7 2 (0.54%) Retail Banking
7 2 (0.54%) Telecoms
8 1 (0.27%) Electronics
8 1 (0.27%) Financial Institution
8 1 (0.27%) Games
8 1 (0.27%) German Language
8 1 (0.27%) Investment Banking
Job Titles
1 177 (47.84%) Developer
2 121 (32.70%) AWS Developer
3 108 (29.19%) DevOps Engineer
4 73 (19.73%) AWS Engineer
5 57 (15.41%) Angular Developer
6 54 (14.59%) Java Developer
7 51 (13.78%) Senior Developer
8 48 (12.97%) JavaScript Developer
9 47 (12.70%) Front End Developer (Client-Side Developer)
10 43 (11.62%) Lead Developer
10 43 (11.62%) UI Developer
11 39 (10.54%) Data Engineer
12 38 (10.27%) AWS DevOps
12 38 (10.27%) JavaScript Engineer
12 38 (10.27%) UI Engineer
13 35 (9.46%) Senior Software Developer
14 34 (9.19%) Python Developer
15 33 (8.92%) Senior DevOps
16 31 (8.38%) Java Software Developer
17 24 (6.49%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 152 (41.08%) Web Services
2 120 (32.43%) J2EE
3 72 (19.46%) Node.js
4 62 (16.76%) AngularJS
5 46 (12.43%) Spring
6 44 (11.89%) Kafka
7 43 (11.62%) React
8 39 (10.54%) Elastic Stack
9 33 (8.92%) .NET
10 32 (8.65%) J2SE
11 27 (7.30%) Vue.js
12 25 (6.76%) Spring Boot
13 22 (5.95%) Apache CXF
13 22 (5.95%) CSS
13 22 (5.95%) Dropwizard
13 22 (5.95%) HTML
13 22 (5.95%) JAX-RS
14 21 (5.68%) Mongoose
15 20 (5.41%) HTML5
16 19 (5.14%) Express
Miscellaneous
1 77 (20.81%) Fixed Income
2 30 (8.11%) Cloud Native
3 15 (4.05%) User Experience
4 11 (2.97%) Data Structures
4 11 (2.97%) Public Cloud
5 7 (1.89%) Life Science
6 6 (1.62%) Greenfield Project
6 6 (1.62%) Mobile App
6 6 (1.62%) PKI
7 4 (1.08%) Analytical Skills
7 4 (1.08%) Data Protection Act
7 4 (1.08%) Smartphone
8 3 (0.81%) Data Centre
8 3 (0.81%) Enterprise Software
8 3 (0.81%) Hybrid Cloud
9 2 (0.54%) Embedded Systems
10 1 (0.27%) DataPower
10 1 (0.27%) Enterprise Cloud
10 1 (0.27%) Management Information System
Operating Systems
1 99 (26.76%) Linux
2 30 (8.11%) CoreOS
2 30 (8.11%) Unix
3 29 (7.84%) CentOS
4 10 (2.70%) Windows
5 6 (1.62%) Ubuntu
6 4 (1.08%) Kali Linux
6 4 (1.08%) Red Hat Enterprise Linux
6 4 (1.08%) Solaris
6 4 (1.08%) Windows Server
7 2 (0.54%) VMS
7 2 (0.54%) Windows Server 2012
8 1 (0.27%) Android
8 1 (0.27%) Apple iOS
Processes & Methodologies
1 272 (73.51%) DevOps
2 179 (48.38%) Agile Software Development
3 171 (46.22%) Software Engineering
4 124 (33.51%) Asset Management
5 93 (25.14%) Open Source
6 88 (23.78%) Continuous Integration
7 79 (21.35%) Microservices
8 78 (21.08%) Decision-Making
9 56 (15.14%) Deployment Automation
10 53 (14.32%) Front End Development
11 47 (12.70%) Release Management
12 46 (12.43%) Scrum
13 37 (10.00%) Configuration Management
14 31 (8.38%) Analytics
15 30 (8.11%) Infrastructure Automation
16 28 (7.57%) Test Automation
17 27 (7.30%) The Twelve-Factor App
18 26 (7.03%) Data Science
18 26 (7.03%) Machine Learning
19 22 (5.95%) Artificial Intelligence
Programming Languages
1 238 (64.32%) Java
2 153 (41.35%) Python
3 115 (31.08%) JavaScript
4 44 (11.89%) SQL
5 39 (10.54%) Go
6 28 (7.57%) Rust
7 25 (6.76%) Ruby
8 22 (5.95%) Bash Shell
9 15 (4.05%) Shell Script
10 12 (3.24%) Java 8
11 11 (2.97%) C#
11 11 (2.97%) Scala
12 10 (2.70%) Perl
13 9 (2.43%) C++
14 7 (1.89%) PL/SQL
15 5 (1.35%) R
16 3 (0.81%) Groovy
16 3 (0.81%) PowerShell
16 3 (0.81%) TypeScript
17 2 (0.54%) T-SQL
Qualifications
1 50 (13.51%) AWS Certification
2 41 (11.08%) Security Cleared
3 37 (10.00%) SC Cleared
4 7 (1.89%) BPSS Clearance
5 4 (1.08%) PhD
6 3 (0.81%) RHCSA
7 2 (0.54%) DBS Check
7 2 (0.54%) Degree
7 2 (0.54%) DV Cleared
8 1 (0.27%) CCNA
8 1 (0.27%) Cisco Certification
8 1 (0.27%) Computer Science Degree
Quality Assurance & Compliance
1 3 (0.81%) PCI DSS
2 2 (0.54%) ISO 26262
System Software
1 202 (54.59%) Docker
2 13 (3.51%) Active Directory
3 5 (1.35%) VMware Infrastructure
4 3 (0.81%) Squid
5 2 (0.54%) vSphere
6 1 (0.27%) iptables
Systems Management
1 251 (67.84%) Terraform
2 230 (62.16%) Kubernetes
3 154 (41.62%) Ansible
4 31 (8.38%) Puppet
5 20 (5.41%) Opscode Chef
6 17 (4.59%) Sysdig
7 13 (3.51%) Consul
7 13 (3.51%) Kibana
8 10 (2.70%) Hadoop YARN
9 9 (2.43%) Prometheus
10 8 (2.16%) Packer
11 7 (1.89%) logstash
12 6 (1.62%) HAProxy
13 5 (1.35%) Mesos
13 5 (1.35%) Nagios
14 4 (1.08%) Nessus
14 4 (1.08%) Nmap
14 4 (1.08%) Rancher
15 3 (0.81%) Docker Swarm
15 3 (0.81%) rkt
Vendors
1 44 (11.89%) Microsoft
2 36 (9.73%) Veracode
3 21 (5.68%) Oracle
4 17 (4.59%) Cloudera
5 16 (4.32%) Google
6 11 (2.97%) Atlassian
7 9 (2.43%) Splunk
7 9 (2.43%) VMware
8 7 (1.89%) Sparx
9 5 (1.35%) Hortonworks
9 5 (1.35%) IBM
9 5 (1.35%) Red Hat
10 4 (1.08%) Qualys
11 3 (0.81%) Coverity
11 3 (0.81%) Dynatrace
11 3 (0.81%) MuleSoft
11 3 (0.81%) SAP
11 3 (0.81%) SolarWinds
12 2 (0.54%) CA Agile Central
12 2 (0.54%) Citrix