Period
to 11 May 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 11 May 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
11 May 2021
Same period 2020 Same period 2019
Rank 449 389 477
Rank change year-on-year -60 +88 +84
Contract jobs citing Artifactory 163 240 395
As % of all contract jobs advertised in England 0.37% 0.52% 0.46%
As % of the Development Applications category 2.18% 2.89% 2.25%
Number of daily rates quoted 114 159 193
10th Percentile £433 £440 £413
25th Percentile £500 £495 £463
Median daily rate (50th Percentile) £575 £550 £538
Median % change year-on-year +4.55% +2.33% +2.97%
75th Percentile £650 £700 £625
90th Percentile £700 £850 £675
UK median daily rate £550 £550 £525
% change year-on-year - +4.76% -
Number of hourly rates quoted 3 0 1
10th Percentile £42.05 " "
25th Percentile £43.25 " £10.25
Median hourly rate £45.50 - £10.50
75th Percentile £51.00 " £10.75
90th Percentile £54.15 " "
UK median hourly rate £45.50 - £30.25

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 7,486 8,296 17,593
As % of all contract IT jobs advertised in England 16.85% 17.96% 20.70%
Number of daily rates quoted 5,012 5,753 12,087
10th Percentile £344 £338 £340
25th Percentile £406 £413 £410
Median daily rate (50th Percentile) £500 £500 £500
75th Percentile £588 £588 £575
90th Percentile £669 £675 £648
UK median daily rate £490 £495 £480
% change year-on-year -1.01% +3.13% +1.05%
Number of hourly rates quoted 145 125 245
10th Percentile £26.00 £18.25 £21.25
25th Percentile £40.00 £40.00 £37.50
Median hourly rate £47.50 £47.50 £45.00
Median % change year-on-year - +5.56% +5.88%
75th Percentile £56.50 £54.69 £50.00
90th Percentile £65.50 £64.65 £55.00
UK median hourly rate £45.25 £47.50 £44.92
% change year-on-year -4.74% +5.76% +5.68%

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 11 May 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 11 May 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 -85 104 £575 +0.66% 9
South West +46 9 £500 -16.67% 2
South East +40 8 £550 +4.76% 6
East of England +37 8 £525 +7.14%
North of England +30 8 £500 +5.82% 6
North West +23 7 £500 +33.33% 5
Midlands -4 7 £438 -2.78% 1
East Midlands +18 3 £650 +44.44%
West Midlands -25 3 £438 -1.80% 1
North East +25 1 £550 - 1
Artifactory
UK

For the 6 months to 11 May 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.

1 100 (61.35%) Jenkins
2 98 (60.12%) DevOps
3 90 (55.21%) Git (software)
4 81 (49.69%) Python
5 74 (45.40%) Linux
6 57 (34.97%) Docker
7 56 (34.36%) Bitbucket
8 54 (33.13%) Agile Software Development
9 53 (32.52%) JIRA
10 51 (31.29%) Finance
11 49 (30.06%) Ansible
12 48 (29.45%) Kubernetes
12 48 (29.45%) Social Skills
13 46 (28.22%) AWS
14 43 (26.38%) SQL
14 43 (26.38%) Terraform
15 41 (25.15%) Java
16 36 (22.09%) Banking
17 34 (20.86%) Azure
17 34 (20.86%) JavaScript
17 34 (20.86%) SonarQube
18 33 (20.25%) Kafka
19 32 (19.63%) Test Automation
19 32 (19.63%) Maven
20 29 (17.79%) Continuous Improvement
20 29 (17.79%) Microservices
20 29 (17.79%) Amazon EKS
21 28 (17.18%) GitLab
21 28 (17.18%) Sonatype Nexus
22 27 (16.56%) Software Engineering

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 15 (9.20%) Confluence
2 10 (6.13%) Apache Spark
3 8 (4.91%) Tomcat
4 7 (4.29%) nginx
5 6 (3.68%) Oracle Coherence
6 4 (2.45%) Apache
7 3 (1.84%) IIS
8 2 (1.23%) Elasticsearch
8 2 (1.23%) SAS
8 2 (1.23%) SharePoint
8 2 (1.23%) WebSphere
9 1 (0.61%) Apache Solr
9 1 (0.61%) JBoss
9 1 (0.61%) Jetty
9 1 (0.61%) OpenStack
Applications
1 9 (5.52%) Chatbot
Cloud Services
1 46 (28.22%) AWS
2 34 (20.86%) Azure
3 29 (17.79%) Amazon EKS
4 18 (11.04%) OpenShift
5 12 (7.36%) GitHub
6 9 (5.52%) Amazon ECS
6 9 (5.52%) npm
7 8 (4.91%) Power Platform
7 8 (4.91%) Serverless
8 7 (4.29%) GCP
9 6 (3.68%) Kong
10 5 (3.07%) PaaS
11 4 (2.45%) Apigee
11 4 (2.45%) AWS Lambda
12 3 (1.84%) AWS CloudFormation
12 3 (1.84%) Azure Data Factory
13 2 (1.23%) Amazon CloudWatch
13 2 (1.23%) Amazon Kinesis
13 2 (1.23%) Microsoft 365
13 2 (1.23%) NuGet
Communications & Networking
1 8 (4.91%) RTMP
2 5 (3.07%) HTTP
3 4 (2.45%) DNS
4 3 (1.84%) VPN
5 2 (1.23%) Firewall
5 2 (1.23%) FTP
5 2 (1.23%) IMAP
5 2 (1.23%) OpenVPN
5 2 (1.23%) SMTP
5 2 (1.23%) SSL
5 2 (1.23%) TCP/IP
6 1 (0.61%) Network Security
6 1 (0.61%) Reverse Proxy
Database & Business Intelligence
1 24 (14.72%) MongoDB
1 24 (14.72%) NoSQL
2 23 (14.11%) SQL Server
3 11 (6.75%) MySQL
4 10 (6.13%) PostgreSQL
4 10 (6.13%) Relational Database
5 9 (5.52%) Apache Cassandra
5 9 (5.52%) Big Data
5 9 (5.52%) Hadoop
5 9 (5.52%) Tableau
6 8 (4.91%) Power BI
7 6 (3.68%) Apache Hive
7 6 (3.68%) Data Warehouse
7 6 (3.68%) HBase
8 5 (3.07%) OLTP
9 3 (1.84%) Amazon DynamoDB
10 2 (1.23%) Oracle Database
10 2 (1.23%) Parquet
10 2 (1.23%) RDBMS
11 1 (0.61%) SQL Server 2008
Development Applications
1 100 (61.35%) Jenkins
2 90 (55.21%) Git (software)
3 56 (34.36%) Bitbucket
4 53 (32.52%) JIRA
5 34 (20.86%) SonarQube
6 32 (19.63%) Maven
7 28 (17.18%) GitLab
7 28 (17.18%) Sonatype Nexus
8 24 (14.72%) TeamCity
9 9 (5.52%) JUnit
10 8 (4.91%) Gradle
10 8 (4.91%) Grunt
10 8 (4.91%) webpack
11 7 (4.29%) ClearCase
11 7 (4.29%) ClearQuest
11 7 (4.29%) gulp
11 7 (4.29%) Selenium
11 7 (4.29%) Subversion
12 6 (3.68%) CircleCI
12 6 (3.68%) Snyk
General
1 51 (31.29%) Finance
2 48 (29.45%) Social Skills
3 36 (22.09%) Banking
4 25 (15.34%) Front Office
5 20 (12.27%) Investment Banking
6 18 (11.04%) Analytical Skills
7 12 (7.36%) Public Sector
8 10 (6.13%) Back Office
8 10 (6.13%) Electronics
8 10 (6.13%) Manufacturing
8 10 (6.13%) Marketing
8 10 (6.13%) Telecoms
9 9 (5.52%) Influencing Skills
10 6 (3.68%) Prime Brokerage
10 6 (3.68%) Synthetic Prime Brokerage
11 5 (3.07%) French Language
12 3 (1.84%) Law
13 1 (0.61%) Corporate Banking
13 1 (0.61%) Private Banking
13 1 (0.61%) Retail Banking
Job Titles
1 65 (39.88%) Developer
2 53 (32.52%) DevOps Engineer
3 17 (10.43%) Python Developer
4 13 (7.98%) C# Developer
4 13 (7.98%) Platform Engineer
5 11 (6.75%) Full Stack Developer
5 11 (6.75%) Java Developer
5 11 (6.75%) SQL Developer
6 10 (6.13%) Senior DevOps
6 10 (6.13%) Senior DevOps Engineer
7 9 (5.52%) Angular Developer
8 8 (4.91%) Electronic Trading Developer
8 8 (4.91%) UI Developer
9 6 (3.68%) AWS DevOps
9 6 (3.68%) Big Data Developer
9 6 (3.68%) C++ Developer
9 6 (3.68%) FIX Specialist
9 6 (3.68%) Front End Developer (Client-Side Developer)
9 6 (3.68%) Onboarding Specialist
10 5 (3.07%) AWS Engineer
Libraries, Frameworks & Software Standards
1 33 (20.25%) Kafka
2 26 (15.95%) Node.js
2 26 (15.95%) React
3 25 (15.34%) REST
4 21 (12.88%) Spring
5 18 (11.04%) Elastic Stack
5 18 (11.04%) XML
6 17 (10.43%) FIX Protocol
7 16 (9.82%) AngularJS
8 15 (9.20%) JSON
9 13 (7.98%) HTML
9 13 (7.98%) Spring Boot
10 11 (6.75%) JAX-RS
11 10 (6.13%) Apache CXF
11 10 (6.13%) CSS
11 10 (6.13%) Dropwizard
12 9 (5.52%) Express
12 9 (5.52%) Mongoose
12 9 (5.52%) RESTful
12 9 (5.52%) RxJS
Miscellaneous
1 17 (10.43%) Derivative
1 17 (10.43%) Equities
1 17 (10.43%) SWIFT
2 9 (5.52%) Client/Server
3 8 (4.91%) Wiki
4 7 (4.29%) N-Tier
5 6 (3.68%) Enterprise Software
6 4 (2.45%) Cloud Native
7 3 (1.84%) Device Driver
7 3 (1.84%) Mobile App
7 3 (1.84%) Self-Motivation
7 3 (1.84%) User Experience
8 2 (1.23%) Public Cloud
9 1 (0.61%) Linux Command Line
9 1 (0.61%) Mobile Banking
9 1 (0.61%) Online Banking
9 1 (0.61%) Private Cloud
Operating Systems
1 74 (45.40%) Linux
2 25 (15.34%) Unix
3 23 (14.11%) Windows
4 15 (9.20%) Red Hat Enterprise Linux
5 6 (3.68%) CentOS
6 5 (3.07%) CoreOS
7 2 (1.23%) Android
7 2 (1.23%) Apple iOS
7 2 (1.23%) VMS
8 1 (0.61%) AIX
8 1 (0.61%) Solaris
8 1 (0.61%) SUSE
8 1 (0.61%) Ubuntu
8 1 (0.61%) Windows Server
Processes & Methodologies
1 98 (60.12%) DevOps
2 54 (33.13%) Agile Software Development
3 32 (19.63%) Test Automation
4 29 (17.79%) Continuous Improvement
4 29 (17.79%) Microservices
5 27 (16.56%) Software Engineering
6 24 (14.72%) Configuration Management
6 24 (14.72%) Scrum
7 20 (12.27%) Infrastructure as Code
8 19 (11.66%) Business Intelligence
9 18 (11.04%) Continuous Integration
9 18 (11.04%) Visualisation
10 17 (10.43%) TDD
11 15 (9.20%) Analytics
11 15 (9.20%) Problem-Solving
12 14 (8.59%) Data Analytics
12 14 (8.59%) Deployment Automation
13 13 (7.98%) Machine Learning
13 13 (7.98%) Multithreading
14 12 (7.36%) Open Source
Programming Languages
1 81 (49.69%) Python
2 43 (26.38%) SQL
3 41 (25.15%) Java
4 34 (20.86%) JavaScript
5 21 (12.88%) Perl
6 20 (12.27%) Bash Shell
7 18 (11.04%) Groovy
8 16 (9.82%) C#
9 12 (7.36%) TypeScript
10 11 (6.75%) C++
10 11 (6.75%) Shell Script
11 10 (6.13%) Ruby
12 8 (4.91%) PowerShell
13 6 (3.68%) C
14 5 (3.07%) Go
14 5 (3.07%) PL/SQL
15 4 (2.45%) Java 8
15 4 (2.45%) Rust
16 2 (1.23%) Scala
17 1 (0.61%) VB.NET
Qualifications
1 16 (9.82%) Security Cleared
2 15 (9.20%) SC Cleared
3 3 (1.84%) Degree
Quality Assurance & Compliance
1 3 (1.84%) Data Quality
2 1 (0.61%) QA
System Software
1 57 (34.97%) Docker
2 7 (4.29%) Varnish
3 6 (3.68%) HDFS
4 5 (3.07%) VMware Infrastructure
5 4 (2.45%) Active Directory
5 4 (2.45%) Apache ZooKeeper
5 4 (2.45%) Virtual Machines
6 2 (1.23%) iptables
6 2 (1.23%) KVM
7 1 (0.61%) GlusterFS
7 1 (0.61%) Hyper-V
7 1 (0.61%) Platform Symphony
7 1 (0.61%) VirtualBox
7 1 (0.61%) VMware ESXi
Systems Management
1 49 (30.06%) Ansible
2 48 (29.45%) Kubernetes
3 43 (26.38%) Terraform
4 15 (9.20%) Grafana
5 14 (8.59%) Kibana
5 14 (8.59%) Prometheus
6 13 (7.98%) Puppet
6 13 (7.98%) Rancher
7 12 (7.36%) Docker Swarm
7 12 (7.36%) logstash
8 11 (6.75%) Fluentd
8 11 (6.75%) Istio
9 10 (6.13%) Consul
10 6 (3.68%) HP Fortify
10 6 (3.68%) Opscode Chef
11 3 (1.84%) Single Sign-On
12 2 (1.23%) Capistrano
12 2 (1.23%) Hadoop YARN
12 2 (1.23%) Mesos
12 2 (1.23%) Sysdig
Vendors
1 20 (12.27%) Oracle
2 19 (11.66%) Splunk
3 12 (7.36%) AppDynamics
4 11 (6.75%) Red Hat
4 11 (6.75%) SAP
5 10 (6.13%) Bloomberg
6 7 (4.29%) Atlassian
7 6 (3.68%) Confluent
7 6 (3.68%) MapR
7 6 (3.68%) TIBCO
8 5 (3.07%) Ab Initio
8 5 (3.07%) IBM
8 5 (3.07%) Microsoft
8 5 (3.07%) VMware
9 4 (2.45%) Hortonworks
9 4 (2.45%) SaltStack
9 4 (2.45%) ServiceNow
9 4 (2.45%) Veracode
10 3 (1.84%) Databricks
10 3 (1.84%) Dynatrace