Period
to 8 April 2020

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 8 April 2020 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
8 Apr 2020
Same period 2019 Same period 2018
Rank 430 523 568
Rank change year-on-year +93 +45 +154
Contract jobs citing Artifactory 246 355 316
As % of all contract jobs advertised in England 0.45% 0.40% 0.34%
As % of the Development Applications category 2.53% 1.90% 1.74%
Number of daily rates quoted 150 195 219
Median daily rate £550 £525 £530
Median daily rate % change year-on-year +4.76% -0.94% +17.78%
10th Percentile £417 £400 £413
90th Percentile £850 £670 £688
UK median daily rate £550 £525 £540
% change year-on-year +4.76% -2.78% +20.00%
Number of hourly rates quoted 1 0 5
Median hourly rate £48.50 - £55.00
10th Percentile £46.75 - £35.00
90th Percentile £50.25 - £68.25
UK median hourly rate £48.50 - £55.00

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 9,706 18,692 18,154
As % of all contract IT jobs advertised in England 17.70% 21.09% 19.44%
Number of daily rates quoted 6,387 12,746 12,698
Median daily rate £500 £500 £475
Median daily rate % change year-on-year - +5.26% +8.57%
10th Percentile £332 £338 £314
90th Percentile £650 £638 £613
UK median daily rate £488 £482 £475
% change year-on-year +1.14% +1.47% +11.76%
Number of hourly rates quoted 191 262 206
Median hourly rate £40.00 £43.00 £44.75
Median hourly rate % change year-on-year -6.98% -3.91% +9.15%
10th Percentile £18.25 £23.25 £29.50
90th Percentile £63.75 £55.00 £67.25
Median hourly rate £42.50 £43.00 £44.50
% change year-on-year -1.16% -3.37% +8.54%

Artifactory
Job Vacancy Trend in England

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

Job vacancy trend for Artifactory in England

Artifactory
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Artifactory in England.

Daily rate trend for Artifactory in England

Artifactory
Daily Rate Histogram in England

Daily rate distribution for jobs citing Artifactory in England over the 6 months to 8 April 2020.

Daily rate histogram for Artifactory in England

Artifactory
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Artifactory in England.

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 8 April 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +106 174 £571 +3.86% 21
Midlands +74 31 £450 -7.69% 2
West Midlands +75 28 £475 -4.04% 2
North of England +15 23 £476 +1.06%
South East +104 10 £519 +9.21% 1
North West -2 10 £500 -3.85%
Yorkshire +45 8 £476 -9.29%
North East +24 5 - -
East of England +21 5 £550 +10.00% 2
South West +23 4 £600 -9.43%
East Midlands +27 3 £450 -7.69%
Artifactory
UK

For the 6 months to 8 April 2020, 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.

1 181 (73.58%) Jenkins
2 179 (72.76%) DevOps
3 169 (68.70%) AWS
4 162 (65.85%) Agile Software Development
5 152 (61.79%) Kubernetes
6 148 (60.16%) Terraform
6 148 (60.16%) Java
7 143 (58.13%) Docker
8 111 (45.12%) Python
9 108 (43.90%) Ansible
10 96 (39.02%) Git (software)
11 90 (36.59%) Finance
12 86 (34.96%) Linux
12 86 (34.96%) OpenShift
13 82 (33.33%) Azure
14 81 (32.93%) Front Office
15 78 (31.71%) Software Engineering
16 77 (31.30%) Web Services
17 76 (30.89%) R
18 74 (30.08%) Fixed Income
18 74 (30.08%) Asset Management
18 74 (30.08%) Decision-Making
19 73 (29.67%) SQL
19 73 (29.67%) Amazon Redshift
20 70 (28.46%) Amazon S3
21 69 (28.05%) GitLab
21 69 (28.05%) AWS CloudFormation
22 68 (27.64%) Amazon ECS
23 63 (25.61%) Security Cleared
24 62 (25.20%) Serverless

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 20 (8.13%) Elasticsearch
2 14 (5.69%) Apache Spark
2 14 (5.69%) Confluence
2 14 (5.69%) SAS
3 12 (4.88%) WebLogic
4 7 (2.85%) Apache
5 6 (2.44%) OpenStack
6 5 (2.03%) Tomcat
7 2 (0.81%) IIS
7 2 (0.81%) Jupyter
7 2 (0.81%) SharePoint
8 1 (0.41%) nginx
8 1 (0.41%) Oracle SOA Suite
8 1 (0.41%) WebSphere
Applications
1 10 (4.07%) Microsoft Office
2 1 (0.41%) Microsoft Excel
2 1 (0.41%) MS Visio
Business Applications
1 8 (3.25%) Oracle AML
2 5 (2.03%) Sparx Enterprise Architect
3 2 (0.81%) Oracle Cash Management
3 2 (0.81%) Remedy ITSM
Cloud Services
1 169 (68.70%) AWS
2 86 (34.96%) OpenShift
3 82 (33.33%) Azure
4 70 (28.46%) Amazon S3
5 69 (28.05%) AWS CloudFormation
6 68 (27.64%) Amazon ECS
7 62 (25.20%) Serverless
8 61 (24.80%) Amazon EC2
8 61 (24.80%) AWS Lambda
9 60 (24.39%) Amazon SQS
10 49 (19.92%) GCP
11 26 (10.57%) PaaS
12 25 (10.16%) GitHub
13 17 (6.91%) Amazon EKS
14 14 (5.69%) IaaS
15 9 (3.66%) Power Platform
16 7 (2.85%) Kong
16 7 (2.85%) SonarCloud
16 7 (2.85%) Stackdriver
17 6 (2.44%) SaaS
Communications & Networking
1 14 (5.69%) Firewall
1 14 (5.69%) Kerberos
2 10 (4.07%) DNS
3 9 (3.66%) SSL
4 6 (2.44%) LAN
4 6 (2.44%) TCP/IP
4 6 (2.44%) WAN
5 5 (2.03%) DHCP
6 2 (0.81%) HTTP
7 1 (0.41%) Cisco Nexus
7 1 (0.41%) FTP
7 1 (0.41%) IMAP
7 1 (0.41%) Network Security
7 1 (0.41%) SMTP
7 1 (0.41%) VPN
7 1 (0.41%) WLAN
Database & Business Intelligence
1 73 (29.67%) Amazon Redshift
2 60 (24.39%) Amazon RDS
3 25 (10.16%) Oracle Database
4 24 (9.76%) NoSQL
5 23 (9.35%) Hadoop
6 21 (8.54%) Pentaho
7 18 (7.32%) Big Data
8 12 (4.88%) Apache Hive
8 12 (4.88%) Impala
8 12 (4.88%) Oracle Database 12c
9 11 (4.47%) Apache Cassandra
9 11 (4.47%) BusinessObjects
9 11 (4.47%) Data Warehouse
10 9 (3.66%) MySQL
10 9 (3.66%) Power BI
11 8 (3.25%) Oracle Database 10g
12 7 (2.85%) BusinessObjects XI
12 7 (2.85%) SAS EBI
13 6 (2.44%) HBase
13 6 (2.44%) MariaDB
Development Applications
1 181 (73.58%) Jenkins
2 96 (39.02%) Git (software)
3 69 (28.05%) GitLab
4 61 (24.80%) Maven
5 48 (19.51%) RStudio
6 43 (17.48%) JIRA
7 42 (17.07%) Sonatype Nexus
8 31 (12.60%) JUnit
9 27 (10.98%) Cucumber
10 22 (8.94%) Bitbucket
11 21 (8.54%) SonarQube
12 20 (8.13%) Selenium
13 16 (6.50%) Subversion
14 15 (6.10%) CircleCI
15 14 (5.69%) Ant
16 12 (4.88%) Eclipse
16 12 (4.88%) Toad
17 11 (4.47%) TeamCity
18 7 (2.85%) Gerrit
18 7 (2.85%) Snyk
General
1 90 (36.59%) Finance
2 81 (32.93%) Front Office
3 23 (9.35%) Public Sector
4 21 (8.54%) Banking
5 10 (4.07%) Investment Banking
6 6 (2.44%) Police
7 1 (0.41%) Electronics
7 1 (0.41%) Games
7 1 (0.41%) Manufacturing
7 1 (0.41%) Marketing
7 1 (0.41%) Publishing
7 1 (0.41%) Retail
7 1 (0.41%) Telecoms
Job Titles
1 85 (34.55%) Developer
2 71 (28.86%) DevOps Engineer
3 51 (20.73%) Java Developer
4 39 (15.85%) AWS Developer
5 35 (14.23%) Lead Developer
6 33 (13.41%) Lead Java Developer
6 33 (13.41%) Lead Software Developer
7 32 (13.01%) Java Software Developer
8 31 (12.60%) AWS Engineer
9 28 (11.38%) AWS DevOps
9 28 (11.38%) Platform Engineer
10 24 (9.76%) Kubernetes Engineer
11 23 (9.35%) Python Engineer
12 22 (8.94%) AWS DevOps Engineer
13 20 (8.13%) Lead DevOps
13 20 (8.13%) Python Developer
14 19 (7.72%) J2EE Developer
14 19 (7.72%) Java Engineer
14 19 (7.72%) Java/J2EE Developer
15 17 (6.91%) Architect
Libraries, Frameworks & Software Standards
1 77 (31.30%) Web Services
2 53 (21.54%) J2EE
2 53 (21.54%) J2SE
3 38 (15.45%) Node.js
4 37 (15.04%) Kafka
5 36 (14.63%) .NET
6 29 (11.79%) Spring
7 21 (8.54%) Apache Camel
7 21 (8.54%) Elastic Stack
7 21 (8.54%) Spring Boot
8 19 (7.72%) WireMock
9 18 (7.32%) Hibernate
10 17 (6.91%) React
11 16 (6.50%) AngularJS
12 13 (5.28%) JSP
13 12 (4.88%) JDBC
13 12 (4.88%) Struts
14 11 (4.47%) Keycloak
15 10 (4.07%) LDAP
16 9 (3.66%) CSS
Miscellaneous
1 74 (30.08%) Fixed Income
2 61 (24.80%) Derivative
2 61 (24.80%) Equities
3 30 (12.20%) Greenfield Project
4 28 (11.38%) Cloud Native
5 24 (9.76%) Public Cloud
6 15 (6.10%) Blog
7 14 (5.69%) Equity Derivative
7 14 (5.69%) Hedge funds
8 11 (4.47%) User Experience
9 10 (4.07%) Data Centre
10 8 (3.25%) Enterprise Software
11 5 (2.03%) PKI
12 4 (1.63%) Hybrid Cloud
12 4 (1.63%) Linux Command Line
12 4 (1.63%) PMI
13 2 (0.81%) Self-Motivation
13 2 (0.81%) Virtual Team
14 1 (0.41%) Distributed Denial-of-Service
14 1 (0.41%) Enterprise Cloud
Operating Systems
1 86 (34.96%) Linux
2 32 (13.01%) Unix
3 18 (7.32%) CoreOS
3 18 (7.32%) Red Hat Enterprise Linux
4 15 (6.10%) CentOS
5 13 (5.28%) Windows
6 5 (2.03%) Solaris
7 3 (1.22%) Windows Server
8 2 (0.81%) Android
8 2 (0.81%) Ubuntu
Processes & Methodologies
1 179 (72.76%) DevOps
2 162 (65.85%) Agile Software Development
3 78 (31.71%) Software Engineering
4 74 (30.08%) Asset Management
4 74 (30.08%) Decision-Making
5 58 (23.58%) Microservices
6 54 (21.95%) Deployment Automation
7 50 (20.33%) Scrum
8 45 (18.29%) Infrastructure Automation
9 44 (17.89%) Analytics
10 39 (15.85%) Continuous Integration
11 38 (15.45%) Migration
12 35 (14.23%) Open Source
13 30 (12.20%) High Availability
14 29 (11.79%) Data Analytics
14 29 (11.79%) Infrastructure as Code
15 24 (9.76%) Test Automation
16 19 (7.72%) Configuration Management
16 19 (7.72%) The Twelve-Factor App
17 16 (6.50%) Continuous Deployment
Programming Languages
1 148 (60.16%) Java
2 111 (45.12%) Python
3 76 (30.89%) R
4 73 (29.67%) SQL
5 42 (17.07%) JavaScript
6 31 (12.60%) Go
7 27 (10.98%) PL/SQL
8 21 (8.54%) Bash Shell
9 15 (6.10%) Rust
10 14 (5.69%) C++
11 9 (3.66%) Ruby
12 8 (3.25%) C#
12 8 (3.25%) Shell Script
13 4 (1.63%) Groovy
13 4 (1.63%) Perl
13 4 (1.63%) Scala
14 3 (1.22%) PowerShell
15 2 (0.81%) Apple Swift
15 2 (0.81%) Objective-C
15 2 (0.81%) T-SQL
Qualifications
1 63 (25.61%) Security Cleared
2 53 (21.54%) SC Cleared
3 11 (4.47%) Degree
4 7 (2.85%) Computer Science Degree
5 4 (1.63%) AWS Certification
5 4 (1.63%) PMI Certification
6 3 (1.22%) ITIL Certification
7 2 (0.81%) DV Cleared
7 2 (0.81%) Microsoft Certification
7 2 (0.81%) OCP
7 2 (0.81%) Oracle Certification
8 1 (0.41%) (ISC)2 CCSP
8 1 (0.41%) BPSS Clearance
8 1 (0.41%) CCSP
8 1 (0.41%) CISA
8 1 (0.41%) CISM
8 1 (0.41%) CISSP
8 1 (0.41%) ISSAP
8 1 (0.41%) ISSMP
8 1 (0.41%) Numerate Degree
Quality Assurance & Compliance
1 5 (2.03%) NCSC
2 3 (1.22%) QA
3 1 (0.41%) Data Quality
3 1 (0.41%) FedRAMP
3 1 (0.41%) HIPAA
3 1 (0.41%) NIST
3 1 (0.41%) PCI DSS
System Software
1 143 (58.13%) Docker
2 16 (6.50%) Active Directory
3 8 (3.25%) Apache ZooKeeper
4 5 (2.03%) VMware Infrastructure
5 4 (1.63%) vSphere
6 2 (0.81%) HDFS
6 2 (0.81%) Virtual Machines
Systems Management
1 152 (61.79%) Kubernetes
2 148 (60.16%) Terraform
3 108 (43.90%) Ansible
4 29 (11.79%) Puppet
5 23 (9.35%) Kibana
6 12 (4.88%) Grafana
6 12 (4.88%) Opscode Chef
7 11 (4.47%) Hadoop YARN
8 10 (4.07%) Sysdig
9 9 (3.66%) Prometheus
10 7 (2.85%) logstash
11 6 (2.44%) Docker Swarm
12 5 (2.03%) Consul
13 4 (1.63%) Nagios
13 4 (1.63%) Rancher
14 3 (1.22%) Istio
15 2 (0.81%) HP NNM
15 2 (0.81%) Packer
15 2 (0.81%) SCCM
15 2 (0.81%) Uchiwa
Vendors
1 40 (16.26%) Microsoft
2 31 (12.60%) Oracle
3 24 (9.76%) Cloudera
4 22 (8.94%) Splunk
5 18 (7.32%) Red Hat
6 15 (6.10%) Confluent
6 15 (6.10%) Veracode
7 11 (4.47%) Google
8 10 (4.07%) Dynatrace
9 8 (3.25%) Atlassian
9 8 (3.25%) Hortonworks
10 7 (2.85%) SAP
11 6 (2.44%) TIBCO
12 5 (2.03%) Perforce
12 5 (2.03%) Sparx
12 5 (2.03%) VMware
13 4 (1.63%) AppDynamics
13 4 (1.63%) IBM
13 4 (1.63%) Trillium
14 3 (1.22%) Coverity