Period
to 26 November 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 26 November 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
26 Nov 2021
Same period 2020 Same period 2019
Rank 439 330 556
Rank change year-on-year -109 +226 -37
Contract jobs citing Artifactory 346 203 233
As % of all contract jobs advertised in England 0.49% 0.67% 0.31%
As % of the Development Applications category 2.72% 3.75% 1.80%
Number of daily rates quoted 236 167 117
10th Percentile £500 £462 £419
25th Percentile £525 £488 £450
Median daily rate (50th Percentile) £600 £550 £525
Median % change year-on-year +9.09% +4.76% -4.55%
75th Percentile £688 £713 £588
90th Percentile £750 £750 £650
UK median daily rate £600 £550 £525
% change year-on-year +9.09% +4.76% -3.67%
Number of hourly rates quoted 2 3 1
10th Percentile £56.25 £42.75 "
25th Percentile £58.13 £45.00 £46.75
Median hourly rate £62.50 £52.00 £48.50
Median % change year-on-year +20.19% +7.22% -
75th Percentile £68.13 £54.13 £50.25
90th Percentile £70.75 £55.40 "
UK median hourly rate £62.50 £52.00 £48.50
% change year-on-year +20.19% +7.22% -35.33%

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 12,737 5,412 12,945
As % of all contract IT jobs advertised in England 17.96% 17.73% 17.18%
Number of daily rates quoted 8,896 3,753 8,783
10th Percentile £375 £315 £330
25th Percentile £450 £400 £405
Median daily rate (50th Percentile) £530 £475 £475
Median % change year-on-year +11.58% - -
75th Percentile £638 £575 £575
90th Percentile £713 £650 £650
UK median daily rate £525 £488 £475
% change year-on-year +7.69% +2.63% -
Number of hourly rates quoted 210 101 159
10th Percentile £26.94 £31.88 £16.50
25th Percentile £41.25 £41.00 £34.68
Median hourly rate £50.00 £45.00 £45.00
Median % change year-on-year +11.11% - +4.65%
75th Percentile £62.44 £53.75 £53.51
90th Percentile £73.75 £61.25 £69.00
UK median hourly rate £51.39 £45.00 £45.00
% change year-on-year +14.19% - +4.65%

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 26 November 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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Artifactory in England over the 6 months to 26 November 2021.

Hourly rate histogram 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 26 November 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 -145 214 £625 +13.64% 23
East of England -17 42 £580 +22.75% 3
South East -80 19 £625 - 6
South West -44 13 £525 +41.89% 3
North of England -63 13 £603 -7.23% 7
North West -43 12 £614 - 5
Midlands -64 10 £550 +16.40% 4
East Midlands -36 7 £570 +56.16%
West Midlands - 3 £499 - 4
North East -5 2 £613 -5.77% 1
Yorkshire - 1 £650 - 1
Artifactory
UK

For the 6 months to 26 November 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.

1 278 (80.35%) Jenkins
2 222 (64.16%) DevOps
3 193 (55.78%) Python
4 176 (50.87%) Ansible
5 173 (50.00%) Git (software)
6 155 (44.80%) Docker
7 144 (41.62%) AWS
8 126 (36.42%) Kubernetes
9 125 (36.13%) Bitbucket
10 122 (35.26%) Java
11 119 (34.39%) Linux
12 115 (33.24%) Windows
13 114 (32.95%) SQL
14 94 (27.17%) Agile Software Development
15 93 (26.88%) Terraform
16 78 (22.54%) C#
16 78 (22.54%) TeamCity
17 76 (21.97%) .NET
18 75 (21.68%) Test Automation
19 71 (20.52%) Subversion
19 71 (20.52%) BladeLogic
20 69 (19.94%) Sonatype Nexus
21 68 (19.65%) Groovy
22 67 (19.36%) Microservices
23 66 (19.08%) Security Cleared
24 65 (18.79%) GitLab
25 62 (17.92%) Spring Boot
26 61 (17.63%) Relational Database
26 61 (17.63%) Azure
26 61 (17.63%) Banking

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 28 (8.09%) Confluence
2 26 (7.51%) Elasticsearch
3 18 (5.20%) nginx
4 12 (3.47%) Tomcat
5 10 (2.89%) Apache Spark
5 10 (2.89%) IIS
6 8 (2.31%) Apache
7 3 (0.87%) SAS
7 3 (0.87%) WebLogic
8 2 (0.58%) CMS
8 2 (0.58%) OpenStack
8 2 (0.58%) Oracle Coherence
9 1 (0.29%) Camunda
9 1 (0.29%) Cloud Foundry
9 1 (0.29%) IBM HTTP Server
9 1 (0.29%) JBoss
9 1 (0.29%) Jetty
9 1 (0.29%) Joomla!
9 1 (0.29%) SharePoint
Applications
1 9 (2.60%) Chatbot
2 2 (0.58%) Microsoft Excel
2 2 (0.58%) Microsoft Office
3 1 (0.29%) MS Visio
Business Applications
1 29 (8.38%) SunGard Martini
2 4 (1.16%) Markit EDM
3 2 (0.58%) Oracle Cash Management
Cloud Services
1 144 (41.62%) AWS
2 61 (17.63%) Azure
3 37 (10.69%) Amazon ECS
4 34 (9.83%) Amazon EKS
5 32 (9.25%) OpenShift
6 31 (8.96%) GitHub
7 27 (7.80%) PaaS
8 17 (4.91%) Serverless
9 16 (4.62%) Amazon S3
10 15 (4.34%) Amazon EC2
10 15 (4.34%) AWS CloudFormation
11 14 (4.05%) GCP
12 12 (3.47%) AWS Lambda
13 11 (3.18%) IaaS
13 11 (3.18%) SaaS
14 9 (2.60%) Kong
14 9 (2.60%) Power Platform
15 8 (2.31%) Datadog
16 7 (2.02%) Amazon ELB
16 7 (2.02%) Route 53
Communications & Networking
1 39 (11.27%) Firewall
2 34 (9.83%) TCP/IP
3 12 (3.47%) Multicast
4 9 (2.60%) RTMP
5 6 (1.73%) DNS
5 6 (1.73%) SSL
6 5 (1.45%) HTTP
6 5 (1.45%) VPN
7 4 (1.16%) Internet
7 4 (1.16%) Network Security
7 4 (1.16%) OpenVPN
8 3 (0.87%) HTTPS
8 3 (0.87%) Kerberos
9 2 (0.58%) SSH
9 2 (0.58%) Wireshark
10 1 (0.29%) BIG-IP
10 1 (0.29%) DMZ
10 1 (0.29%) NetScaler
10 1 (0.29%) SAN
10 1 (0.29%) Wireless
Database & Business Intelligence
1 61 (17.63%) Relational Database
2 39 (11.27%) SQL Server
3 33 (9.54%) Amazon RDS
4 32 (9.25%) NoSQL
4 32 (9.25%) PostgreSQL
5 29 (8.38%) Oracle Database
5 29 (8.38%) Oracle Database 12c
6 26 (7.51%) Hadoop
7 20 (5.78%) RDBMS
8 17 (4.91%) MongoDB
9 16 (4.62%) MySQL
10 15 (4.34%) Tableau
11 12 (3.47%) Amazon Redshift
12 9 (2.60%) Big Data
12 9 (2.60%) Power BI
13 7 (2.02%) Apache Hive
14 6 (1.73%) Redis
15 5 (1.45%) Data Warehouse
15 5 (1.45%) HBase
16 3 (0.87%) Amazon DynamoDB
Development Applications
1 278 (80.35%) Jenkins
2 173 (50.00%) Git (software)
3 125 (36.13%) Bitbucket
4 78 (22.54%) TeamCity
5 71 (20.52%) Subversion
6 69 (19.94%) Sonatype Nexus
7 65 (18.79%) GitLab
8 57 (16.47%) Maven
9 56 (16.18%) SonarQube
10 45 (13.01%) JIRA
11 34 (9.83%) Visual Studio
12 29 (8.38%) CppUnit
12 29 (8.38%) Oracle APEX
12 29 (8.38%) Robot Framework
13 15 (4.34%) Selenium
14 10 (2.89%) Liquibase
14 10 (2.89%) Octopus Deploy
15 9 (2.60%) Cucumber
15 9 (2.60%) gulp
15 9 (2.60%) JUnit
General
1 61 (17.63%) Banking
2 60 (17.34%) Finance
3 47 (13.58%) Social Skills
4 41 (11.85%) Investment Banking
5 24 (6.94%) Front Office
5 24 (6.94%) Public Sector
6 15 (4.34%) Influencing Skills
7 11 (3.18%) Analytical Skills
8 6 (1.73%) Marketing
8 6 (1.73%) Retail
9 4 (1.16%) Organisational Skills
10 3 (0.87%) Electronics
10 3 (0.87%) Manufacturing
10 3 (0.87%) Telecoms
11 2 (0.58%) Back Office
12 1 (0.29%) Billing
12 1 (0.29%) Corporate Banking
12 1 (0.29%) Prime Brokerage
12 1 (0.29%) Publishing
12 1 (0.29%) Retail Banking
Job Titles
1 125 (36.13%) DevOps Engineer
2 104 (30.06%) Developer
3 33 (9.54%) C++ Developer
4 31 (8.96%) Platform Engineer
5 30 (8.67%) Investment Banking C++ Developer
6 25 (7.23%) AWS DevOps
6 25 (7.23%) Java Developer
7 23 (6.65%) AWS Engineer
8 21 (6.07%) Analyst
9 19 (5.49%) SQL Analyst
10 18 (5.20%) Full Stack Developer
11 17 (4.91%) Front Office C++ Developer
11 17 (4.91%) Front Office Developer
12 16 (4.62%) Architect
12 16 (4.62%) AWS DevOps Engineer
12 16 (4.62%) C# Developer
12 16 (4.62%) Senior Developer
13 12 (3.47%) Azure Engineer
13 12 (3.47%) Linux Support
13 12 (3.47%) TIBCO Support
Libraries, Frameworks & Software Standards
1 76 (21.97%) .NET
2 62 (17.92%) Spring Boot
3 53 (15.32%) Spring
4 51 (14.74%) JSON
5 42 (12.14%) AngularJS
6 41 (11.85%) REST
7 38 (10.98%) XML
8 37 (10.69%) Kafka
9 36 (10.40%) .NET Framework
10 33 (9.54%) Node.js
11 32 (9.25%) .NET Core
12 29 (8.38%) Boost C++ Libraries
12 29 (8.38%) gRPC
12 29 (8.38%) RESTful
12 29 (8.38%) STL
13 27 (7.80%) Elastic Stack
13 27 (7.80%) Middleware
13 27 (7.80%) React
14 22 (6.36%) Django
14 22 (6.36%) Flask
Miscellaneous
1 21 (6.07%) Data Structures
2 12 (3.47%) Foreign Exchange (FX)
2 12 (3.47%) Self-Motivation
3 11 (3.18%) User Experience
4 9 (2.60%) Client/Server
4 9 (2.60%) Public Cloud
4 9 (2.60%) Virtual Team
5 8 (2.31%) Fixed Income
6 7 (2.02%) Data Protection Act
7 6 (1.73%) Legacy Applications
8 5 (1.45%) Cloud Native
8 5 (1.45%) Greenfield Project
8 5 (1.45%) Management Information System
9 4 (1.16%) Legacy Systems
10 3 (0.87%) Legacy Code
10 3 (0.87%) Linux Command Line
10 3 (0.87%) Mainframe
11 2 (0.58%) Clustering
11 2 (0.58%) Derivative
11 2 (0.58%) Equities
Operating Systems
1 119 (34.39%) Linux
2 115 (33.24%) Windows
3 33 (9.54%) Unix
4 25 (7.23%) Red Hat Enterprise Linux
5 11 (3.18%) Windows Server
6 7 (2.02%) CentOS
6 7 (2.02%) Ubuntu
7 3 (0.87%) VMS
8 2 (0.58%) CoreOS
9 1 (0.29%) AIX
9 1 (0.29%) Debian
9 1 (0.29%) Mac OS X
9 1 (0.29%) Windows Server 2012
9 1 (0.29%) Windows Server 2016
Processes & Methodologies
1 222 (64.16%) DevOps
2 94 (27.17%) Agile Software Development
3 75 (21.68%) Test Automation
4 67 (19.36%) Microservices
5 56 (16.18%) Software Engineering
6 51 (14.74%) Analytics
7 47 (13.58%) TDD
8 43 (12.43%) Configuration Management
9 42 (12.14%) Problem-Solving
10 40 (11.56%) Multithreading
11 38 (10.98%) Continuous Improvement
11 38 (10.98%) Continuous Integration
12 33 (9.54%) Capacity Management
12 33 (9.54%) OOP
13 32 (9.25%) Unit Testing
14 31 (8.96%) Workflow
15 29 (8.38%) Deployment Automation
15 29 (8.38%) Multithreaded Programming
15 29 (8.38%) Regression Testing
16 28 (8.09%) Scrum
Programming Languages
1 193 (55.78%) Python
2 122 (35.26%) Java
3 114 (32.95%) SQL
4 78 (22.54%) C#
5 68 (19.65%) Groovy
6 54 (15.61%) C++
7 38 (10.98%) JavaScript
8 20 (5.78%) Bash Shell
9 19 (5.49%) PowerShell
10 13 (3.76%) Perl
11 11 (3.18%) Go
12 10 (2.89%) Shell Script
13 7 (2.02%) Java 8
14 6 (1.73%) Ruby
15 5 (1.45%) Java 11
15 5 (1.45%) PL/SQL
16 4 (1.16%) TypeScript
17 2 (0.58%) R
17 2 (0.58%) Scala
17 2 (0.58%) XAML
Qualifications
1 66 (19.08%) Security Cleared
2 53 (15.32%) SC Cleared
3 12 (3.47%) DV Cleared
4 4 (1.16%) BPSS Clearance
5 3 (0.87%) AWS Certification
5 3 (0.87%) Degree
6 1 (0.29%) DBS Check
6 1 (0.29%) OCP
6 1 (0.29%) Oracle Certification
Quality Assurance & Compliance
1 8 (2.31%) QA
2 5 (1.45%) Accessibility
3 3 (0.87%) SLA
4 2 (0.58%) GDPR
5 1 (0.29%) Data Quality
5 1 (0.29%) Sarbanes-Oxley
System Software
1 155 (44.80%) Docker
2 18 (5.20%) Apache ZooKeeper
3 8 (2.31%) HDFS
4 5 (1.45%) Varnish
4 5 (1.45%) VMware Infrastructure
5 4 (1.16%) Active Directory
6 1 (0.29%) GridGain
6 1 (0.29%) NFS
6 1 (0.29%) OpenDJ
6 1 (0.29%) Samba
6 1 (0.29%) Squid
6 1 (0.29%) Time Sharing Option
6 1 (0.29%) Virtual Machines
6 1 (0.29%) VMware ESXi
Systems Management
1 176 (50.87%) Ansible
2 126 (36.42%) Kubernetes
3 93 (26.88%) Terraform
4 71 (20.52%) BladeLogic
5 38 (10.98%) Grafana
5 38 (10.98%) ITRS Geneos
6 37 (10.69%) Puppet
7 33 (9.54%) Docker Swarm
8 27 (7.80%) Prometheus
9 24 (6.94%) Kibana
10 15 (4.34%) Rancher
11 11 (3.18%) HP Fortify
12 9 (2.60%) Opscode Chef
13 8 (2.31%) Istio
14 7 (2.02%) Nagios
15 5 (1.45%) logstash
15 5 (1.45%) Packer
15 5 (1.45%) Sysdig
16 4 (1.16%) Consul
16 4 (1.16%) Control-M
Vendors
1 61 (17.63%) Oracle
2 35 (10.12%) Splunk
3 31 (8.96%) Microsoft
4 29 (8.38%) FIS
4 29 (8.38%) SunGard
5 23 (6.65%) Informatica
6 22 (6.36%) Altiris
6 22 (6.36%) Red Hat
7 20 (5.78%) AppDynamics
8 17 (4.91%) CyberArk
9 16 (4.62%) IBM
10 14 (4.05%) TIBCO
11 12 (3.47%) Bloomberg
11 12 (3.47%) Currenex
11 12 (3.47%) Dynatrace
11 12 (3.47%) Refinitiv
11 12 (3.47%) Sun
12 9 (2.60%) Google
13 8 (2.31%) New Relic
13 8 (2.31%) VMware