Period
to 1 March 2021

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 1 March 2021 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
1 Mar 2021
Same period 2020 Same period 2019
Rank 406 451 534
Rank change year-on-year +45 +83 +68
Contract jobs citing Artifactory 161 245 340
As % of all contract jobs advertised in England 0.42% 0.40% 0.38%
As % of the Development Applications category 2.48% 2.34% 1.76%
Number of daily rates quoted 147 165 219
Median daily rate £600 £550 £525
Median daily rate % change year-on-year +9.09% +4.76% -3.93%
10th Percentile £425 £427 £391
90th Percentile £700 £850 £656
UK median daily rate £550 £550 £525
% change year-on-year - +4.76% -0.94%
Number of hourly rates quoted 3 1 0
Median hourly rate £45.50 £48.50 -
Median hourly rate % change year-on-year -6.19% - -
UK median hourly rate £45.50 £48.50 £50.00
% change year-on-year -6.19% -3.00% -23.08%

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 6,502 10,456 19,288
As % of all contract IT jobs advertised in England 16.98% 17.26% 21.33%
Number of daily rates quoted 4,379 7,223 13,501
Median daily rate £475 £488 £500
Median daily rate % change year-on-year -2.56% -2.50% +5.26%
10th Percentile £325 £329 £338
90th Percentile £650 £650 £638
UK median daily rate £475 £475 £478
% change year-on-year - -0.52% +3.24%
Number of hourly rates quoted 137 146 233
Median hourly rate £45.00 £47.50 £44.50
Median hourly rate % change year-on-year -5.26% +6.74% -1.11%
10th Percentile £30.00 £16.50 £23.80
90th Percentile £61.25 £63.75 £56.40
Median hourly rate £45.00 £47.50 £44.18
% change year-on-year -5.26% +7.51% -1.82%

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 1 March 2021.

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 1 March 2021. 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 -17 90 £575 +4.55% 22
East of England +58 12 £473 -0.53%
South West +79 11 £333 -41.56% 5
Midlands +25 7 £436 -7.18% 4
South East +100 6 £600 +24.68% 8
North of England +69 6 £600 - 6
North West +44 4 - - 5
North East +29 2 £600 - 1
East Midlands +22 2 - - 3
West Midlands +14 2 £400 -20.00% 1
Artifactory
UK

For the 6 months to 1 March 2021, 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.

1 124 (77.02%) Jenkins
2 113 (70.19%) DevOps
3 99 (61.49%) Git (software)
4 87 (54.04%) Python
5 80 (49.69%) Docker
6 77 (47.83%) Linux
7 74 (45.96%) Kubernetes
8 72 (44.72%) Java
9 69 (42.86%) AWS
10 66 (40.99%) GitLab
10 66 (40.99%) Azure
11 65 (40.37%) Finance
12 63 (39.13%) Ansible
13 56 (34.78%) Microservices
14 53 (32.92%) Terraform
14 53 (32.92%) Agile Software Development
15 46 (28.57%) JIRA
16 43 (26.71%) Bitbucket
17 41 (25.47%) SQL
17 41 (25.47%) SQL Server
18 40 (24.84%) Banking
18 40 (24.84%) Kafka
19 37 (22.98%) Maven
20 36 (22.36%) SonarQube
21 34 (21.12%) Perl
22 33 (20.50%) Oracle
22 33 (20.50%) Infrastructure as Code
23 32 (19.88%) Amazon EKS
23 32 (19.88%) MySQL
23 32 (19.88%) Bash Shell

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 23 (14.29%) Apache
2 19 (11.80%) Confluence
3 12 (7.45%) Elasticsearch
4 10 (6.21%) Tomcat
5 8 (4.97%) IIS
6 5 (3.11%) nginx
7 4 (2.48%) Oracle Coherence
7 4 (2.48%) Oracle SOA Suite
8 3 (1.86%) Apache Spark
9 2 (1.24%) JBoss
9 2 (1.24%) WebSphere
10 1 (0.62%) Adobe Experience Manager
10 1 (0.62%) Apache Solr
10 1 (0.62%) Cloud Foundry
10 1 (0.62%) Jetty
10 1 (0.62%) OpenStack
10 1 (0.62%) WebLogic
Cloud Services
1 69 (42.86%) AWS
2 66 (40.99%) Azure
3 32 (19.88%) Amazon EKS
4 22 (13.66%) Amazon ECS
5 21 (13.04%) GCP
5 21 (13.04%) Serverless
6 20 (12.42%) AWS Lambda
7 19 (11.80%) Apigee
8 15 (9.32%) GitHub
8 15 (9.32%) OpenShift
9 11 (6.83%) PaaS
10 7 (4.35%) Kong
11 3 (1.86%) Amazon EC2
11 3 (1.86%) Azure Data Factory
11 3 (1.86%) SaaS
11 3 (1.86%) Virtual Private Cloud
12 2 (1.24%) Azure Active Directory
12 2 (1.24%) Firebase
12 2 (1.24%) npm
12 2 (1.24%) TestFlight
Communications & Networking
1 7 (4.35%) Firewall
2 5 (3.11%) DNS
2 5 (3.11%) HTTP
2 5 (3.11%) SSL
2 5 (3.11%) TCP/IP
3 3 (1.86%) HTTPS
3 3 (1.86%) Kerberos
3 3 (1.86%) Wireshark
4 2 (1.24%) FTP
4 2 (1.24%) IMAP
4 2 (1.24%) Reverse Proxy
4 2 (1.24%) SMTP
5 1 (0.62%) Network Security
5 1 (0.62%) VPN
Database & Business Intelligence
1 41 (25.47%) SQL Server
2 32 (19.88%) MySQL
3 29 (18.01%) PostgreSQL
4 19 (11.80%) MongoDB
5 18 (11.18%) Amazon Redshift
5 18 (11.18%) NoSQL
6 9 (5.59%) Data Warehouse
7 4 (2.48%) Apache Cassandra
7 4 (2.48%) OLTP
7 4 (2.48%) Relational Database
8 3 (1.86%) Amazon RDS
8 3 (1.86%) Apache Hive
8 3 (1.86%) Big Data
8 3 (1.86%) Hadoop
8 3 (1.86%) HBase
9 2 (1.24%) Amazon DynamoDB
9 2 (1.24%) Azure SQL Database
9 2 (1.24%) Cosmos DB
9 2 (1.24%) RDBMS
9 2 (1.24%) Redis
Development Applications
1 124 (77.02%) Jenkins
2 99 (61.49%) Git (software)
3 66 (40.99%) GitLab
4 46 (28.57%) JIRA
5 43 (26.71%) Bitbucket
6 37 (22.98%) Maven
7 36 (22.36%) SonarQube
8 31 (19.25%) Sonatype Nexus
9 11 (6.83%) Subversion
10 10 (6.21%) Selenium
10 10 (6.21%) TeamCity
11 7 (4.35%) gulp
12 6 (3.73%) Atlassian Bamboo
12 6 (3.73%) ClearCase
12 6 (3.73%) ClearQuest
12 6 (3.73%) JUnit
13 5 (3.11%) Snyk
13 5 (3.11%) Visual Studio
14 4 (2.48%) Liquibase
14 4 (2.48%) VisualSVN
General
1 65 (40.37%) Finance
2 40 (24.84%) Banking
3 24 (14.91%) Public Sector
4 20 (12.42%) Electronics
4 20 (12.42%) Manufacturing
4 20 (12.42%) Marketing
4 20 (12.42%) Telecoms
5 15 (9.32%) Front Office
6 13 (8.07%) Back Office
6 13 (8.07%) Investment Banking
7 7 (4.35%) Prime Brokerage
8 6 (3.73%) Synthetic Prime Brokerage
9 4 (2.48%) Law
10 2 (1.24%) French Language
11 1 (0.62%) Legal
Job Titles
1 58 (36.02%) DevOps Engineer
2 52 (32.30%) Developer
3 22 (13.66%) Java Developer
4 19 (11.80%) Senior DevOps
5 17 (10.56%) Software Engineer
6 16 (9.94%) Senior DevOps Engineer
6 16 (9.94%) SQL Developer
7 14 (8.70%) AWS Engineer
7 14 (8.70%) Java Engineer
8 13 (8.07%) AWS Developer
8 13 (8.07%) Java Software Engineer
9 12 (7.45%) AWS Software Engineer
9 12 (7.45%) Developer/Software Engineer
9 12 (7.45%) Java Software Developer
10 11 (6.83%) Full Stack Developer
11 9 (5.59%) Platform Engineer
12 8 (4.97%) Architect
13 7 (4.35%) Front End Developer (Client-Side Developer)
14 6 (3.73%) Data Architect
14 6 (3.73%) Java Architect
Libraries, Frameworks & Software Standards
1 40 (24.84%) Kafka
2 31 (19.25%) Elastic Stack
3 30 (18.63%) Spring
4 26 (16.15%) Web Services
5 24 (14.91%) Node.js
6 20 (12.42%) Spring Boot
7 19 (11.80%) OAuth
8 18 (11.18%) gRPC
8 18 (11.18%) Swagger
9 17 (10.56%) HTML
9 17 (10.56%) JAX-RS
9 17 (10.56%) React
10 16 (9.94%) Apache CXF
10 16 (9.94%) Dropwizard
11 15 (9.32%) Mongoose
12 14 (8.70%) Express
12 14 (8.70%) FIX Protocol
12 14 (8.70%) HTML5
13 13 (8.07%) REST
13 13 (8.07%) XML
Miscellaneous
1 18 (11.18%) Hedge funds
2 14 (8.70%) Derivative
2 14 (8.70%) Equities
2 14 (8.70%) SWIFT
3 12 (7.45%) Greenfield Project
4 10 (6.21%) User Experience
5 8 (4.97%) N-Tier
6 7 (4.35%) Analytical Skills
7 5 (3.11%) Device Driver
8 3 (1.86%) Enterprise Software
9 2 (1.24%) Mobile App
9 2 (1.24%) Private Cloud
9 2 (1.24%) Self-Motivation
10 1 (0.62%) Cloud Native
10 1 (0.62%) Data Structures
10 1 (0.62%) Embedded Systems
10 1 (0.62%) Enterprise Cloud
10 1 (0.62%) iPad
10 1 (0.62%) Linux Command Line
10 1 (0.62%) Public Cloud
Operating Systems
1 77 (47.83%) Linux
2 27 (16.77%) Windows
3 25 (15.53%) Unix
4 20 (12.42%) Red Hat Enterprise Linux
5 3 (1.86%) CentOS
6 2 (1.24%) Android
6 2 (1.24%) Apple iOS
6 2 (1.24%) CoreOS
6 2 (1.24%) VMS
7 1 (0.62%) AIX
7 1 (0.62%) Mac OS X
7 1 (0.62%) Solaris
7 1 (0.62%) SUSE
7 1 (0.62%) Ubuntu
7 1 (0.62%) Windows Server
Processes & Methodologies
1 113 (70.19%) DevOps
2 56 (34.78%) Microservices
3 53 (32.92%) Agile Software Development
4 33 (20.50%) Infrastructure as Code
5 28 (17.39%) Software Engineering
6 27 (16.77%) Test Automation
7 24 (14.91%) Configuration Management
8 21 (13.04%) Business Intelligence
8 21 (13.04%) Deployment Automation
9 20 (12.42%) Digital Marketing
9 20 (12.42%) Programme Management
9 20 (12.42%) Visualisation
10 19 (11.80%) Continuous Integration
11 18 (11.18%) Asset Management
11 18 (11.18%) Investment Management
12 17 (10.56%) Scrum
13 15 (9.32%) Mentoring
14 11 (6.83%) Continuous Delivery
14 11 (6.83%) Event-Driven Architecture
15 10 (6.21%) TDD
Programming Languages
1 87 (54.04%) Python
2 72 (44.72%) Java
3 41 (25.47%) SQL
4 34 (21.12%) Perl
5 32 (19.88%) Bash Shell
6 25 (15.53%) JavaScript
7 19 (11.80%) PowerShell
8 17 (10.56%) Groovy
9 15 (9.32%) C++
10 9 (5.59%) C#
11 8 (4.97%) C
11 8 (4.97%) Shell Script
12 7 (4.35%) Ruby
13 6 (3.73%) Java 8
14 3 (1.86%) Go
14 3 (1.86%) TypeScript
15 2 (1.24%) PL/SQL
16 1 (0.62%) ES6
16 1 (0.62%) Rust
16 1 (0.62%) VB.NET
Qualifications
1 14 (8.70%) Security Cleared
2 11 (6.83%) SC Cleared
3 6 (3.73%) Sun Certification
4 1 (0.62%) Degree
Quality Assurance & Compliance
1 3 (1.86%) WCAG
2 2 (1.24%) QA
3 1 (0.62%) Data Quality
3 1 (0.62%) ISO/IEC 27001
3 1 (0.62%) NIST
System Software
1 80 (49.69%) Docker
2 7 (4.35%) Active Directory
3 5 (3.11%) Virtual Machines
4 4 (2.48%) Varnish
5 3 (1.86%) Apache ZooKeeper
5 3 (1.86%) HDFS
5 3 (1.86%) VMware Infrastructure
6 2 (1.24%) iptables
6 2 (1.24%) vCloud
7 1 (0.62%) GlusterFS
7 1 (0.62%) Hyper-V
7 1 (0.62%) VirtualBox
7 1 (0.62%) VMware ESXi
Systems Management
1 74 (45.96%) Kubernetes
2 63 (39.13%) Ansible
3 53 (32.92%) Terraform
4 28 (17.39%) Prometheus
5 26 (16.15%) Grafana
6 25 (15.53%) Kibana
7 23 (14.29%) Rancher
8 22 (13.66%) logstash
9 21 (13.04%) Fluentd
10 20 (12.42%) Consul
10 20 (12.42%) Istio
11 14 (8.70%) Puppet
12 8 (4.97%) Opscode Chef
13 7 (4.35%) BladeLogic
14 6 (3.73%) ITRS Geneos
15 5 (3.11%) HP Fortify
15 5 (3.11%) Salt
16 4 (2.48%) Docker Swarm
17 2 (1.24%) Hadoop YARN
17 2 (1.24%) Sysdig
Vendors
1 33 (20.50%) Oracle
2 31 (19.25%) Splunk
3 24 (14.91%) AppDynamics
4 20 (12.42%) SAP
5 19 (11.80%) Google
5 19 (11.80%) Red Hat
6 14 (8.70%) Microsoft
7 9 (5.59%) Atlassian
8 7 (4.35%) Bloomberg
8 7 (4.35%) Confluent
9 6 (3.73%) TIBCO
10 4 (2.48%) Micro Focus
10 4 (2.48%) RedGate
11 3 (1.86%) Altiris
11 3 (1.86%) CyberArk
11 3 (1.86%) Databricks
11 3 (1.86%) Hortonworks
11 3 (1.86%) MapR
11 3 (1.86%) ServiceNow
11 3 (1.86%) VMware