Period
to

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 May 2022 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 May 2022
Same period 2021 Same period 2020
Rank 429 462 395
Rank change year-on-year +33 -67 +78
Contract jobs citing Artifactory 367 171 222
As % of all contract jobs advertised in England 0.52% 0.37% 0.52%
As % of the Development Applications category 2.99% 2.16% 2.85%
Number of daily rates quoted 269 117 152
10th Percentile £500 £440 £450
25th Percentile £550 £500 £500
Median daily rate (50th Percentile) £650 £575 £550
Median % change year-on-year +13.04% +4.55% +3.53%
75th Percentile £763 £650 £700
90th Percentile £828 £713 £850
UK median daily rate £630 £550 £550
% change year-on-year +14.59% - +4.76%
Number of hourly rates quoted 1 2 0
10th Percentile - £45.85 -
25th Percentile £82.75 £46.75 -
Median hourly rate £83.50 £49.00 -
Median % change year-on-year +70.41% - -
75th Percentile £84.25 £51.75 -
90th Percentile - £52.95 -
UK median hourly rate £83.50 £49.00 -
% change year-on-year +70.41% - -

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 12,294 7,916 7,801
As % of all contract IT jobs advertised in England 17.43% 16.91% 18.37%
Number of daily rates quoted 8,676 5,285 5,441
10th Percentile £400 £350 £338
25th Percentile £463 £413 £413
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - +1.01%
75th Percentile £663 £588 £588
90th Percentile £750 £675 £675
UK median daily rate £550 £498 £500
% change year-on-year +10.55% -0.50% +5.26%
Number of hourly rates quoted 174 150 109
10th Percentile £38.30 £27.25 £19.40
25th Percentile £39.75 £41.06 £36.25
Median hourly rate £50.35 £50.00 £47.50
Median % change year-on-year +0.70% +5.26% +5.56%
75th Percentile £65.32 £58.00 £53.00
90th Percentile £76.64 £65.54 £63.15
UK median hourly rate £52.50 £47.50 £47.50
% change year-on-year +10.53% - +7.51%

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 May 2022.

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 26 May 2022. 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
Jobs
London 0 241 £700 +21.74% 17
North of England -16 36 £600 +20.00% 3
East of England -10 27 £600 +12.68% 2
North West -20 26 £600 +20.00% 2
West Midlands -36 14 £535 +22.29% 1
Midlands -38 14 £535 +22.29% 1
South East -35 10 £578 +17.96% 1
North East 0 6 £688 +25.00%
Yorkshire - 6 £600 - 1
South West -32 4 £625 +25.00% 6
Artifactory
UK

For the 6 months to 26 May 2022, 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.

1 252 (68.66%) Jenkins
2 223 (60.76%) DevOps
3 185 (50.41%) Ansible
4 167 (45.50%) Git (software)
5 158 (43.05%) AWS
6 153 (41.69%) Python
7 149 (40.60%) Docker
8 141 (38.42%) Kubernetes
8 141 (38.42%) CI/CD
9 135 (36.78%) Agile
10 129 (35.15%) Linux
11 119 (32.43%) Terraform
12 106 (28.88%) SQL
13 105 (28.61%) GitLab
14 98 (26.70%) Java
15 95 (25.89%) Bitbucket
15 95 (25.89%) Social Skills
16 94 (25.61%) JavaScript
17 87 (23.71%) TeamCity
18 86 (23.43%) Microservices
19 85 (23.16%) JIRA
20 82 (22.34%) Software Engineering
21 78 (21.25%) Finance
22 74 (20.16%) Unix
23 73 (19.89%) Azure
24 71 (19.35%) Sonatype Nexus
25 69 (18.80%) Windows
25 69 (18.80%) .NET
25 69 (18.80%) Continuous Integration
26 68 (18.53%) C#

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 39 (10.63%) Confluence
2 21 (5.72%) IIS
3 17 (4.63%) Oracle Coherence
4 14 (3.81%) Elasticsearch
5 13 (3.54%) SAS
6 11 (3.00%) OpenStack
7 8 (2.18%) nginx
8 7 (1.91%) Tomcat
9 4 (1.09%) MQSeries
10 3 (0.82%) WebLogic
11 2 (0.54%) Apache
11 2 (0.54%) Apache Spark
12 1 (0.27%) Apache Airflow
12 1 (0.27%) Jupyter
12 1 (0.27%) Oracle Workflow
Applications
1 23 (6.27%) Microsoft Excel
2 1 (0.27%) Chatbot
Business Applications
1 10 (2.72%) SunGard Martini
2 8 (2.18%) assyst
3 1 (0.27%) Oracle Cash Management
Cloud Services
1 158 (43.05%) AWS
2 73 (19.89%) Azure
3 61 (16.62%) Amazon S3
4 59 (16.08%) OpenShift
5 56 (15.26%) Amazon ECS
6 50 (13.62%) Serverless
7 48 (13.08%) Amazon EKS
7 48 (13.08%) AWS Lambda
8 42 (11.44%) GitHub
9 41 (11.17%) AWS CloudFormation
10 31 (8.45%) Amazon EC2
11 22 (5.99%) Amazon SQS
12 21 (5.72%) Power Platform
13 19 (5.18%) PaaS
14 18 (4.90%) npm
15 16 (4.36%) GitHub Actions
15 16 (4.36%) Kong
16 14 (3.81%) Amazon CloudWatch
17 13 (3.54%) AWS CodePipeline
17 13 (3.54%) IaaS
Communications & Networking
1 32 (8.72%) Firewall
2 26 (7.08%) TCP/IP
3 13 (3.54%) DNS
4 10 (2.72%) DHCP
4 10 (2.72%) FTP
5 9 (2.45%) HTTP
5 9 (2.45%) IPsec
5 9 (2.45%) Multicast
6 8 (2.18%) SSL
7 4 (1.09%) AMQP
7 4 (1.09%) HTTPS
7 4 (1.09%) Kerberos
7 4 (1.09%) Wireshark
8 1 (0.27%) Internet
8 1 (0.27%) LAN
8 1 (0.27%) RTMP
8 1 (0.27%) WAN
Database & Business Intelligence
1 38 (10.35%) Amazon RDS
2 29 (7.90%) PostgreSQL
3 24 (6.54%) NoSQL
4 22 (5.99%) SQL Server
5 21 (5.72%) Power BI
6 19 (5.18%) MySQL
6 19 (5.18%) Oracle Database
7 18 (4.90%) Data Warehouse
7 18 (4.90%) Relational Database
8 14 (3.81%) MongoDB
9 12 (3.27%) Amazon Redshift
9 12 (3.27%) Base SAS
9 12 (3.27%) Oracle Database 12c
9 12 (3.27%) SAS Data Integration Studio
9 12 (3.27%) SAS Visual Analytics
10 11 (3.00%) Apache Cassandra
11 10 (2.72%) Data Mart
12 9 (2.45%) Hadoop
12 9 (2.45%) OLTP
12 9 (2.45%) Pentaho
Development Applications
1 252 (68.66%) Jenkins
2 167 (45.50%) Git (software)
3 105 (28.61%) GitLab
4 95 (25.89%) Bitbucket
5 87 (23.71%) TeamCity
6 85 (23.16%) JIRA
7 71 (19.35%) Sonatype Nexus
8 68 (18.53%) SonarQube
9 56 (15.26%) Maven
10 23 (6.27%) Subversion
11 22 (5.99%) Visual Studio
12 17 (4.63%) Grunt
12 17 (4.63%) webpack
13 16 (4.36%) Cucumber
14 15 (4.09%) Selenium
15 13 (3.54%) Zephyr
16 12 (3.27%) CppUnit
16 12 (3.27%) gulp
16 12 (3.27%) Mercurial
16 12 (3.27%) Robot Framework
General
1 95 (25.89%) Social Skills
2 78 (21.25%) Finance
3 60 (16.35%) Banking
4 36 (9.81%) Analytical Skills
5 34 (9.26%) Investment Banking
6 31 (8.45%) Front Office
7 28 (7.63%) Public Sector
8 5 (1.36%) Back Office
9 3 (0.82%) Financial Institution
9 3 (0.82%) Influencing Skills
9 3 (0.82%) Retail
10 2 (0.54%) Corporate Banking
10 2 (0.54%) Retail Banking
10 2 (0.54%) Telecoms
11 1 (0.27%) Aerospace
11 1 (0.27%) Law
11 1 (0.27%) Legal
11 1 (0.27%) Manufacturing
11 1 (0.27%) Prime Brokerage
11 1 (0.27%) Synthetic Prime Brokerage
Job Titles
1 133 (36.24%) Developer
2 99 (26.98%) DevOps Engineer
3 36 (9.81%) AWS Engineer
3 36 (9.81%) C# Developer
4 35 (9.54%) AWS DevOps
4 35 (9.54%) Platform Engineer
5 31 (8.45%) Front End Developer (Client-Side Developer)
6 24 (6.54%) AWS DevOps Engineer
7 23 (6.27%) Software Engineer
8 21 (5.72%) Python Developer
9 19 (5.18%) Angular Developer
10 18 (4.90%) C# Quant Developer
10 18 (4.90%) Full Stack Developer
10 18 (4.90%) Quantitative Developer
10 18 (4.90%) Senior Developer
11 17 (4.63%) C++ Developer
11 17 (4.63%) JavaScript Developer
12 16 (4.36%) Business Intelligence Developer
12 16 (4.36%) Senior C# Developer
13 14 (3.81%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 69 (18.80%) .NET
2 53 (14.44%) Spring
3 50 (13.62%) React
4 46 (12.53%) Spring Boot
5 45 (12.26%) AngularJS
6 41 (11.17%) REST
7 37 (10.08%) JSON
7 37 (10.08%) Kafka
8 33 (8.99%) Node.js
9 28 (7.63%) Elastic Stack
10 24 (6.54%) Apache CXF
10 24 (6.54%) Dropwizard
10 24 (6.54%) JAX-RS
10 24 (6.54%) Mongoose
10 24 (6.54%) RabbitMQ
11 23 (6.27%) .NET Framework
12 21 (5.72%) Flask
13 20 (5.45%) .NET Core
13 20 (5.45%) Express
13 20 (5.45%) WPF
Miscellaneous
1 28 (7.63%) User Experience
2 24 (6.54%) Fixed Income
3 19 (5.18%) Hedge funds
3 19 (5.18%) Market Risk
4 14 (3.81%) Animation
4 14 (3.81%) Data Protection Act
5 13 (3.54%) Wiki
6 12 (3.27%) Data Structures
6 12 (3.27%) Foreign Exchange (FX)
6 12 (3.27%) Hybrid Cloud
7 11 (3.00%) Cloud Native
8 9 (2.45%) Public Cloud
9 6 (1.63%) Client/Server
10 5 (1.36%) Data Centre
10 5 (1.36%) Tandem
11 4 (1.09%) Derivative
11 4 (1.09%) Linux Command Line
11 4 (1.09%) N-Tier
12 3 (0.82%) OTC Derivatives
12 3 (0.82%) Private Cloud
Operating Systems
1 129 (35.15%) Linux
2 74 (20.16%) Unix
3 69 (18.80%) Windows
4 32 (8.72%) Red Hat Enterprise Linux
5 19 (5.18%) Windows Server
6 14 (3.81%) Ubuntu
7 4 (1.09%) Amazon Linux
8 1 (0.27%) CoreOS
8 1 (0.27%) Solaris
8 1 (0.27%) Windows 10
8 1 (0.27%) Windows Server 2012
8 1 (0.27%) Windows Server 2016
8 1 (0.27%) Windows Server 2019
Processes & Methodologies
1 223 (60.76%) DevOps
2 141 (38.42%) CI/CD
3 135 (36.78%) Agile
4 86 (23.43%) Microservices
5 82 (22.34%) Software Engineering
6 69 (18.80%) Continuous Integration
7 67 (18.26%) Problem-Solving
8 62 (16.89%) Test Automation
9 59 (16.08%) TDD
10 58 (15.80%) Continuous Delivery
11 51 (13.90%) Configuration Management
12 44 (11.99%) Scrum
13 39 (10.63%) Infrastructure as Code
13 39 (10.63%) Platform Engineering
14 37 (10.08%) Deployment Automation
15 32 (8.72%) Front End Development
16 30 (8.17%) Analytics
17 29 (7.90%) OOP
17 29 (7.90%) Open Source
17 29 (7.90%) SDLC
Programming Languages
1 153 (41.69%) Python
2 106 (28.88%) SQL
3 98 (26.70%) Java
4 94 (25.61%) JavaScript
5 68 (18.53%) C#
6 41 (11.17%) Groovy
7 29 (7.90%) Bash
8 28 (7.63%) C++
8 28 (7.63%) Perl
9 27 (7.36%) Go
9 27 (7.36%) VBA
10 24 (6.54%) Shell Script
11 23 (6.27%) TypeScript
12 19 (5.18%) Ruby
13 12 (3.27%) PL/SQL
13 12 (3.27%) PowerShell
13 12 (3.27%) SAS Macro
14 11 (3.00%) VBScript
15 10 (2.72%) Scala
16 9 (2.45%) R
Qualifications
1 64 (17.44%) Security Cleared
2 55 (14.99%) SC Cleared
3 11 (3.00%) AWS Certification
4 7 (1.91%) BPSS Clearance
5 5 (1.36%) Degree
6 3 (0.82%) DBS Check
7 1 (0.27%) CTC Cleared
7 1 (0.27%) ITIL Certification
Quality Assurance & Compliance
1 19 (5.18%) Data Quality
2 10 (2.72%) QA
3 7 (1.91%) Accessibility
4 2 (0.54%) ISO 20022
System Software
1 149 (40.60%) Docker
2 15 (4.09%) VMware Infrastructure
3 11 (3.00%) Ceph
4 9 (2.45%) GridGain
5 8 (2.18%) HDFS
6 6 (1.63%) Active Directory
7 3 (0.82%) Apache ZooKeeper
8 2 (0.54%) Oracle RAC
8 2 (0.54%) Platform Symphony
Systems Management
1 185 (50.41%) Ansible
2 141 (38.42%) Kubernetes
3 119 (32.43%) Terraform
4 66 (17.98%) Puppet
5 60 (16.35%) Grafana
6 42 (11.44%) Prometheus
7 30 (8.17%) Docker Swarm
7 30 (8.17%) Kibana
8 21 (5.72%) BladeLogic
9 18 (4.90%) Packer
10 17 (4.63%) ITRS Geneos
11 15 (4.09%) Opscode Chef
12 11 (3.00%) Istio
13 10 (2.72%) HP Fortify
13 10 (2.72%) Salt
14 8 (2.18%) Mesos
14 8 (2.18%) Rancher
15 6 (1.63%) logstash
16 4 (1.09%) Nagios
16 4 (1.09%) Single Sign-On
Vendors
1 58 (15.80%) Splunk
2 56 (15.26%) Microsoft
3 53 (14.44%) Oracle
4 34 (9.26%) Google
5 21 (5.72%) IBM
6 19 (5.18%) Atlassian
7 18 (4.90%) DevExpress
7 18 (4.90%) Red Hat
7 18 (4.90%) Telerik
8 15 (4.09%) Informatica
8 15 (4.09%) VMware
9 13 (3.54%) TIBCO
10 12 (3.27%) Micro Focus
11 10 (2.72%) FIS
11 10 (2.72%) SunGard
12 9 (2.45%) Cloudera
13 8 (2.18%) AppDynamics
13 8 (2.18%) Dynatrace
13 8 (2.18%) Talend
14 5 (1.36%) CyberArk