Period
to 13 November 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 13 November 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
13 Nov 2019
Same period 2018 Same period 2017
Rank 548 509 625
Rank change year-on-year -39 +116 +96
Contract jobs citing Artifactory 236 396 257
As % of all contract IT jobs advertised in England 0.31% 0.42% 0.27%
As % of the Development Applications category 1.76% 1.97% 1.47%
Number of daily rates quoted 112 247 174
England median daily rate £525 £550 £525
Median daily rate % change year-on-year -4.55% +4.76% +10.53%
10th Percentile £419 £379 £395
90th Percentile £650 £631 £638
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +10.53%
Number of hourly rates quoted 1 4 3
England median hourly rate £48.50 £35.00 £65.00
Median hourly rate % change year-on-year +38.57% -46.15% -
10th Percentile £46.75 £35.00 £40.50
90th Percentile £50.25 £35.00 £68.50
UK median hourly rate £48.50 £35.00 £65.00
% change year-on-year +38.57% -46.15% -

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 13,408 20,102 17,521
As % of all contract IT jobs advertised in England 17.39% 21.20% 18.65%
Number of daily rates quoted 8,937 13,916 12,238
England median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £330 £325 £313
90th Percentile £644 £625 £601
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 185 213 273
England median hourly rate £43.50 £42.50 £42.50
Median hourly rate % change year-on-year +2.35% - +3.66%
10th Percentile £18.39 £25.63 £29.00
90th Percentile £69.00 £54.75 £58.75
UK median hourly rate £43.50 £42.50 £42.50
% change year-on-year +2.35% - +3.66%

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 13 November 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 13 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -32 129 £565 -1.74% 34
North of England -3 27 £500 +11.11% 7
Midlands +43 26 £500 +11.11% 6
West Midlands +40 25 £500 +6.38% 5
North West -6 24 £500 +5.26% 4
East of England +27 22 £450 -10.00% 2
South East +33 16 £475 -9.52% 6
South West +8 16 £538 +26.59%
North East +12 2 - - 2
East Midlands +20 1 - - 1
Yorkshire +7 1 £500 +11.11% 1
Artifactory
UK

For the 6 months to 13 November 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.

1 169 (71.61%) DevOps
2 159 (67.37%) Jenkins
3 154 (65.25%) AWS
4 143 (60.59%) Java
5 131 (55.51%) Agile Software Development
6 129 (54.66%) Terraform
7 120 (50.85%) Docker
8 119 (50.42%) Kubernetes
9 109 (46.19%) Python
10 102 (43.22%) Linux
11 97 (41.10%) Git (software)
12 87 (36.86%) Finance
12 87 (36.86%) Ansible
13 79 (33.47%) Software Engineering
14 74 (31.36%) Amazon S3
15 72 (30.51%) Web Services
16 71 (30.08%) JIRA
17 69 (29.24%) Serverless
18 67 (28.39%) Amazon SQS
19 65 (27.54%) AWS Lambda
20 59 (25.00%) Amazon Redshift
20 59 (25.00%) Azure
20 59 (25.00%) Continuous Integration
21 58 (24.58%) Microservices
22 57 (24.15%) AWS CloudFormation
22 57 (24.15%) Sonatype Nexus
23 55 (23.31%) OpenShift
24 53 (22.46%) Amazon EC2
25 51 (21.61%) Asset Management
25 51 (21.61%) Scrum

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 (17.80%) Confluence
2 21 (8.90%) Apache Spark
3 14 (5.93%) Elasticsearch
4 12 (5.08%) WebLogic
5 10 (4.24%) SAS
6 9 (3.81%) Apache
6 9 (3.81%) WebSphere
7 8 (3.39%) OpenStack
8 7 (2.97%) nginx
9 5 (2.12%) Tomcat
10 4 (1.69%) WebSphere Application Server
11 3 (1.27%) JBoss
12 2 (0.85%) IIS
12 2 (0.85%) Jetty
12 2 (0.85%) Oracle SOA Suite
13 1 (0.42%) Anypoint
13 1 (0.42%) Apache Solr
13 1 (0.42%) Drupal
13 1 (0.42%) Mule
13 1 (0.42%) Mule ESB
Applications
1 9 (3.81%) Microsoft Office
Business Applications
1 10 (4.24%) Sparx Enterprise Architect
2 8 (3.39%) Oracle AML
3 3 (1.27%) CA PPM
4 2 (0.85%) Oracle Cash Management
5 1 (0.42%) Payment Gateway
Cloud Services
1 154 (65.25%) AWS
2 74 (31.36%) Amazon S3
3 69 (29.24%) Serverless
4 67 (28.39%) Amazon SQS
5 65 (27.54%) AWS Lambda
6 59 (25.00%) Azure
7 57 (24.15%) AWS CloudFormation
8 55 (23.31%) OpenShift
9 53 (22.46%) Amazon EC2
10 51 (21.61%) Amazon ECS
11 44 (18.64%) GCP
12 24 (10.17%) GitHub
13 12 (5.08%) Amazon EKS
13 12 (5.08%) AWS Elastic Beanstalk
14 10 (4.24%) AWS Fargate
15 6 (2.54%) PaaS
16 4 (1.69%) Apigee
16 4 (1.69%) npm
17 3 (1.27%) Amazon EMR
17 3 (1.27%) IaaS
Communications & Networking
1 14 (5.93%) Firewall
2 12 (5.08%) DNS
3 11 (4.66%) SSL
4 10 (4.24%) Kerberos
5 8 (3.39%) TCP/IP
6 7 (2.97%) HTTP
7 3 (1.27%) Cisco Nexus
7 3 (1.27%) HTTPS
8 2 (0.85%) Ethernet
9 1 (0.42%) FTP
9 1 (0.42%) IMAP
9 1 (0.42%) Reverse Proxy
9 1 (0.42%) SMTP
Database & Business Intelligence
1 59 (25.00%) Amazon Redshift
2 50 (21.19%) Amazon RDS
3 26 (11.02%) NoSQL
4 20 (8.47%) Oracle Database
5 17 (7.20%) Apache Hive
5 17 (7.20%) MySQL
6 16 (6.78%) Pentaho
7 14 (5.93%) Big Data
8 12 (5.08%) Oracle Database 12c
9 11 (4.66%) BusinessObjects
10 10 (4.24%) Amazon Athena
10 10 (4.24%) Impala
11 9 (3.81%) Data Warehouse
11 9 (3.81%) PostgreSQL
12 8 (3.39%) Oracle Database 10g
13 7 (2.97%) Amazon Aurora
13 7 (2.97%) Hadoop
14 6 (2.54%) Apache Cassandra
15 5 (2.12%) MariaDB
16 4 (1.69%) SQL Server
Development Applications
1 159 (67.37%) Jenkins
2 97 (41.10%) Git (software)
3 71 (30.08%) JIRA
4 57 (24.15%) Sonatype Nexus
5 49 (20.76%) GitLab
6 41 (17.37%) Selenium
7 34 (14.41%) Maven
8 32 (13.56%) Bitbucket
9 29 (12.29%) RStudio
10 27 (11.44%) Subversion
11 23 (9.75%) Ant
11 23 (9.75%) JUnit
11 23 (9.75%) SonarQube
12 19 (8.05%) Eclipse
13 17 (7.20%) CircleCI
13 17 (7.20%) Cucumber
14 14 (5.93%) TeamCity
15 12 (5.08%) Gerrit
15 12 (5.08%) Toad
15 12 (5.08%) Travis CI
General
1 87 (36.86%) Finance
2 39 (16.53%) Front Office
3 35 (14.83%) Banking
4 7 (2.97%) Police
4 7 (2.97%) Public Sector
5 4 (1.69%) Manufacturing
6 3 (1.27%) Telecoms
7 2 (0.85%) Automotive
7 2 (0.85%) Electronics
7 2 (0.85%) Legal
7 2 (0.85%) Marketing
8 1 (0.42%) Financial Institution
8 1 (0.42%) Investment Banking
8 1 (0.42%) Publishing
8 1 (0.42%) Retail Banking
Job Titles
1 95 (40.25%) Developer
2 76 (32.20%) DevOps Engineer
3 49 (20.76%) AWS Developer
4 39 (16.53%) AWS Engineer
5 31 (13.14%) Java Developer
6 29 (12.29%) Data Engineer
7 27 (11.44%) Lead Developer
8 22 (9.32%) Python Engineer
9 20 (8.47%) Angular Developer
10 19 (8.05%) Platform Engineer
11 18 (7.63%) Python Developer
12 16 (6.78%) Front End Developer (Client-Side Developer)
12 16 (6.78%) Senior Developer
13 15 (6.36%) React Developer
14 14 (5.93%) Java Software Developer
14 14 (5.93%) UI Developer
15 13 (5.51%) J2EE Developer
15 13 (5.51%) Java/J2EE Developer
15 13 (5.51%) Lead Java Developer
15 13 (5.51%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 72 (30.51%) Web Services
2 43 (18.22%) J2EE
3 28 (11.86%) AngularJS
4 24 (10.17%) Elastic Stack
5 22 (9.32%) Node.js
5 22 (9.32%) React
6 21 (8.90%) Spring
7 20 (8.47%) .NET
8 19 (8.05%) Kafka
9 17 (7.20%) JSP
10 15 (6.36%) Hibernate
11 14 (5.93%) J2SE
12 13 (5.51%) CSS
12 13 (5.51%) HTML
13 12 (5.08%) JDBC
13 12 (5.08%) Struts
14 11 (4.66%) RESTful
15 10 (4.24%) Pandas
15 10 (4.24%) pytest
15 10 (4.24%) REST
Miscellaneous
1 39 (16.53%) Fixed Income
2 24 (10.17%) Greenfield Project
3 17 (7.20%) Cloud Native
4 11 (4.66%) User Experience
5 10 (4.24%) Public Cloud
6 8 (3.39%) Mobile App
7 7 (2.97%) Data Structures
8 5 (2.12%) Self-Motivation
8 5 (2.12%) Virtual Team
9 4 (1.69%) Linux Command Line
10 3 (1.27%) Data Centre
10 3 (1.27%) Hybrid Cloud
10 3 (1.27%) Life Science
11 2 (0.85%) Analytical Skills
11 2 (0.85%) Embedded Systems
11 2 (0.85%) Management Information System
12 1 (0.42%) Blog
12 1 (0.42%) Enterprise Cloud
12 1 (0.42%) Enterprise Software
12 1 (0.42%) Mobile Payment
Operating Systems
1 102 (43.22%) Linux
2 39 (16.53%) Unix
3 17 (7.20%) Red Hat Enterprise Linux
4 15 (6.36%) CentOS
4 15 (6.36%) CoreOS
5 12 (5.08%) Windows
6 4 (1.69%) VMS
7 2 (0.85%) Android
7 2 (0.85%) Ubuntu
7 2 (0.85%) Windows Server
8 1 (0.42%) Apple iOS
8 1 (0.42%) Mac OS
Processes & Methodologies
1 169 (71.61%) DevOps
2 131 (55.51%) Agile Software Development
3 79 (33.47%) Software Engineering
4 59 (25.00%) Continuous Integration
5 58 (24.58%) Microservices
6 51 (21.61%) Asset Management
6 51 (21.61%) Scrum
7 40 (16.95%) Open Source
8 39 (16.53%) Decision-Making
9 27 (11.44%) Configuration Management
9 27 (11.44%) Test Automation
10 22 (9.32%) Analytics
11 17 (7.20%) Continuous Deployment
11 17 (7.20%) Deployment Automation
11 17 (7.20%) Project Delivery
12 16 (6.78%) TDD
13 15 (6.36%) Front End Development
13 15 (6.36%) Infrastructure as Code
14 14 (5.93%) ETL
14 14 (5.93%) Infrastructure Automation
Programming Languages
1 143 (60.59%) Java
2 109 (46.19%) Python
3 47 (19.92%) JavaScript
4 32 (13.56%) SQL
5 22 (9.32%) Go
5 22 (9.32%) R
5 22 (9.32%) Ruby
6 21 (8.90%) Bash Shell
7 20 (8.47%) Shell Script
8 19 (8.05%) C#
9 16 (6.78%) PL/SQL
10 13 (5.51%) Scala
11 12 (5.08%) Rust
12 8 (3.39%) Perl
13 4 (1.69%) C++
14 3 (1.27%) TypeScript
15 2 (0.85%) Groovy
15 2 (0.85%) PowerShell
16 1 (0.42%) Apple Swift
16 1 (0.42%) Kotlin
Qualifications
1 43 (18.22%) Security Cleared
2 36 (15.25%) AWS Certification
2 36 (15.25%) SC Cleared
3 10 (4.24%) Degree
4 3 (1.27%) CCNA
4 3 (1.27%) Cisco Certification
5 2 (0.85%) Computer Science Degree
6 1 (0.42%) BPSS Clearance
6 1 (0.42%) Numerate Degree
6 1 (0.42%) RHCSA
Quality Assurance & Compliance
1 2 (0.85%) ISO 26262
1 2 (0.85%) QA
2 1 (0.42%) PCI DSS
2 1 (0.42%) PSD2
System Software
1 120 (50.85%) Docker
2 11 (4.66%) Active Directory
3 6 (2.54%) Virtual Machines
4 5 (2.12%) VMware Infrastructure
4 5 (2.12%) vSphere
5 3 (1.27%) Apache ZooKeeper
Systems Management
1 129 (54.66%) Terraform
2 119 (50.42%) Kubernetes
3 87 (36.86%) Ansible
4 27 (11.44%) Kibana
5 25 (10.59%) Puppet
6 14 (5.93%) Consul
7 9 (3.81%) Hadoop YARN
7 9 (3.81%) logstash
7 9 (3.81%) Nagios
8 7 (2.97%) Opscode Chef
8 7 (2.97%) Prometheus
9 5 (2.12%) Docker Swarm
9 5 (2.12%) Single Sign-On
10 4 (1.69%) Grafana
10 4 (1.69%) Packer
10 4 (1.69%) Sysdig
11 3 (1.27%) Mesos
12 2 (0.85%) Ganglia
12 2 (0.85%) HAProxy
13 1 (0.42%) NetBackup
Vendors
1 34 (14.41%) Microsoft
2 27 (11.44%) Oracle
3 25 (10.59%) Veracode
4 23 (9.75%) Google
5 16 (6.78%) Cloudera
6 14 (5.93%) Red Hat
6 14 (5.93%) Splunk
7 12 (5.08%) Confluent
8 11 (4.66%) Coverity
8 11 (4.66%) Sparx
9 9 (3.81%) Atlassian
10 7 (2.97%) IBM
10 7 (2.97%) VMware
11 5 (2.12%) SolarWinds
12 4 (1.69%) CA Agile Central
12 4 (1.69%) Databricks
13 3 (1.27%) Hortonworks
13 3 (1.27%) Micro Focus
13 3 (1.27%) Perforce
13 3 (1.27%) Tableau