Period
to 22 April 2021

The following table provides summary statistics for contract job vacancies advertised in London 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 22 April 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
England > London
6 months to
22 Apr 2021
Same period 2020 Same period 2019
Rank 350 275 402
Rank change year-on-year -75 +127 +65
Contract jobs citing Artifactory 96 184 209
As % of all contract jobs advertised in London 0.43% 0.80% 0.50%
As % of the Development Applications category 2.33% 3.97% 2.29%
Number of daily rates quoted 80 126 86
10th Percentile £498 £463 £438
25th Percentile £523 £500 £510
Median daily rate (50th Percentile) £575 £575 £560
Median % change year-on-year - +2.68% -2.61%
75th Percentile £691 £700 £625
90th Percentile £701 £850 £688
England median daily rate £575 £550 £525
% change year-on-year +4.55% +4.76% -
Number of hourly rates quoted 0 0 1
Median hourly rate - - £10.50
England median hourly rate £45.50 - £10.50

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 London with a requirement for development application skills.

All Development Application Skills
London
Contract vacancies with a requirement for development application skills 4,113 4,633 9,107
As % of all contract IT jobs advertised in London 18.48% 20.05% 21.65%
Number of daily rates quoted 2,899 3,374 6,633
10th Percentile £363 £375 £364
25th Percentile £431 £438 £438
Median daily rate (50th Percentile) £525 £525 £525
75th Percentile £615 £613 £600
90th Percentile £688 £688 £675
England median daily rate £490 £500 £500
% change year-on-year -2.00% - +5.26%
Number of hourly rates quoted 15 39 37
10th Percentile £37.05 £32.70 £21.85
25th Percentile £52.75 £44.63 £31.50
Median hourly rate £65.00 £54.00 £36.67
Median % change year-on-year +20.37% +47.26% -18.51%
75th Percentile £68.00 £67.52 £52.50
90th Percentile £68.36 £78.75 £54.85
England median hourly rate £47.47 £47.50 £45.00
% change year-on-year -0.06% +5.56% +5.88%

Artifactory
Job Vacancy Trend in London

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

Job vacancy trend for Artifactory in London

Artifactory
Contractor Daily Rate Trend in London

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

Daily rate trend for Artifactory in London

Artifactory
Daily Rate Histogram in London

Daily rate distribution for jobs citing Artifactory in London over the 6 months to 22 April 2021.

Daily rate histogram for Artifactory in London

Artifactory
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the London region over the 6 months to 22 April 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
Central London +43 8 £575 -11.54% 3
West London +24 1 £550 -4.35%
Artifactory
England

For the 6 months to 22 April 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 London region with a requirement for Artifactory.

1 53 (55.21%) DevOps
2 49 (51.04%) Python
3 48 (50.00%) Git (software)
3 48 (50.00%) Bitbucket
3 48 (50.00%) Jenkins
4 40 (41.67%) JIRA
5 39 (40.63%) Finance
6 38 (39.58%) Linux
7 29 (30.21%) Agile Software Development
7 29 (30.21%) Ansible
8 28 (29.17%) SQL
9 27 (28.13%) Banking
10 25 (26.04%) Front Office
10 25 (26.04%) Docker
10 25 (26.04%) Continuous Improvement
11 23 (23.96%) Java
11 23 (23.96%) JavaScript
12 22 (22.92%) Test Automation
13 21 (21.88%) Kafka
13 21 (21.88%) SQL Server
14 20 (20.83%) Kubernetes
15 19 (19.79%) Unix
15 19 (19.79%) REST
16 17 (17.71%) NoSQL
16 17 (17.71%) SWIFT
16 17 (17.71%) Scrum
16 17 (17.71%) Equities
16 17 (17.71%) FIX Protocol
16 17 (17.71%) Derivative
17 16 (16.67%) Software Engineering

Artifactory
Co-occurring IT Skills in London 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 9 (9.38%) Tomcat
2 8 (8.33%) Apache Spark
2 8 (8.33%) Confluence
3 6 (6.25%) Oracle Coherence
4 5 (5.21%) nginx
5 4 (4.17%) IIS
6 3 (3.13%) Apache
7 2 (2.08%) Elasticsearch
8 1 (1.04%) Apache Solr
8 1 (1.04%) JBoss
8 1 (1.04%) Jetty
Applications
1 7 (7.29%) Chatbot
Cloud Services
1 15 (15.63%) AWS
1 15 (15.63%) Azure
2 11 (11.46%) Amazon EKS
3 9 (9.38%) npm
4 8 (8.33%) GitHub
5 7 (7.29%) Power Platform
6 6 (6.25%) GCP
6 6 (6.25%) OpenShift
7 4 (4.17%) Apigee
8 3 (3.13%) Azure Data Factory
8 3 (3.13%) PaaS
9 2 (2.08%) Amazon CloudWatch
9 2 (2.08%) Amazon ECS
9 2 (2.08%) Azure Active Directory
9 2 (2.08%) NuGet
10 1 (1.04%) AWS CodePipeline
10 1 (1.04%) AWS Step Functions
10 1 (1.04%) IBM Cloud
10 1 (1.04%) Kong
10 1 (1.04%) Serverless
Communications & Networking
1 7 (7.29%) RTMP
2 4 (4.17%) HTTP
3 2 (2.08%) DNS
3 2 (2.08%) FTP
3 2 (2.08%) IMAP
3 2 (2.08%) Reverse Proxy
3 2 (2.08%) SMTP
3 2 (2.08%) TCP/IP
4 1 (1.04%) Firewall
4 1 (1.04%) Network Security
Database & Business Intelligence
1 21 (21.88%) SQL Server
2 17 (17.71%) NoSQL
3 15 (15.63%) MongoDB
4 9 (9.38%) Big Data
4 9 (9.38%) Hadoop
5 8 (8.33%) Apache Cassandra
5 8 (8.33%) Relational Database
5 8 (8.33%) Tableau
6 7 (7.29%) Power BI
7 6 (6.25%) Apache Hive
7 6 (6.25%) Data Warehouse
7 6 (6.25%) HBase
8 5 (5.21%) OLTP
9 4 (4.17%) MySQL
10 3 (3.13%) PostgreSQL
11 2 (2.08%) Parquet
12 1 (1.04%) Looker
12 1 (1.04%) Oracle Database 11g
12 1 (1.04%) SQL Server 2014
12 1 (1.04%) SQL Server 2017
Development Applications
1 48 (50.00%) Bitbucket
1 48 (50.00%) Git (software)
1 48 (50.00%) Jenkins
2 40 (41.67%) JIRA
3 14 (14.58%) TeamCity
4 11 (11.46%) Maven
5 10 (10.42%) GitLab
6 8 (8.33%) Grunt
6 8 (8.33%) SonarQube
6 8 (8.33%) webpack
7 7 (7.29%) Sonatype Nexus
8 5 (5.21%) Atlassian Bamboo
8 5 (5.21%) Gradle
8 5 (5.21%) JUnit
8 5 (5.21%) Selenium
8 5 (5.21%) Visual Studio
9 4 (4.17%) CircleCI
9 4 (4.17%) Mockito
9 4 (4.17%) Snyk
10 3 (3.13%) Liquibase
General
1 39 (40.63%) Finance
2 27 (28.13%) Banking
3 25 (26.04%) Front Office
4 15 (15.63%) Investment Banking
5 10 (10.42%) Back Office
6 6 (6.25%) Prime Brokerage
6 6 (6.25%) Synthetic Prime Brokerage
7 5 (5.21%) French Language
8 1 (1.04%) Electronics
8 1 (1.04%) Legal
8 1 (1.04%) Manufacturing
8 1 (1.04%) Marketing
8 1 (1.04%) Public Sector
8 1 (1.04%) Telecoms
Job Titles
1 43 (44.79%) Developer
2 23 (23.96%) DevOps Engineer
3 15 (15.63%) Python Developer
4 12 (12.50%) C# Developer
5 11 (11.46%) SQL Developer
6 8 (8.33%) Angular Developer
6 8 (8.33%) Electronic Trading Developer
6 8 (8.33%) Java Developer
6 8 (8.33%) UI Developer
7 7 (7.29%) Full Stack Developer
8 6 (6.25%) Big Data Developer
8 6 (6.25%) C++ Developer
8 6 (6.25%) FIX Specialist
8 6 (6.25%) Onboarding Specialist
9 5 (5.21%) Apache Spark Developer
9 5 (5.21%) C# Developer - Investment Banking
9 5 (5.21%) C++/C# Developer
9 5 (5.21%) Investment Banking C++ Developer
9 5 (5.21%) Market Data Developer
9 5 (5.21%) Real Time Developer
Libraries, Frameworks & Software Standards
1 21 (21.88%) Kafka
2 19 (19.79%) REST
3 17 (17.71%) FIX Protocol
4 16 (16.67%) React
4 16 (16.67%) XML
5 14 (14.58%) Node.js
6 12 (12.50%) JSON
7 11 (11.46%) AngularJS
8 9 (9.38%) .NET
9 8 (8.33%) RxJS
9 8 (8.33%) Spring
9 8 (8.33%) WebSockets
10 7 (7.29%) Elastic Stack
10 7 (7.29%) RESTful
10 7 (7.29%) YAML
11 6 (6.25%) Anaconda
11 6 (6.25%) HTML
11 6 (6.25%) Rendezvous
12 5 (5.21%) Spark Streaming
12 5 (5.21%) Spring Boot
Miscellaneous
1 17 (17.71%) Derivative
1 17 (17.71%) Equities
1 17 (17.71%) SWIFT
2 12 (12.50%) Analytical Skills
3 8 (8.33%) Wiki
4 7 (7.29%) Client/Server
4 7 (7.29%) N-Tier
5 4 (4.17%) Cloud Native
6 3 (3.13%) Enterprise Software
7 1 (1.04%) Public Cloud
7 1 (1.04%) Self-Motivation
Operating Systems
1 38 (39.58%) Linux
2 19 (19.79%) Unix
3 15 (15.63%) Windows
4 11 (11.46%) Red Hat Enterprise Linux
5 4 (4.17%) CentOS
5 4 (4.17%) CoreOS
6 1 (1.04%) AIX
6 1 (1.04%) Solaris
Processes & Methodologies
1 53 (55.21%) DevOps
2 29 (30.21%) Agile Software Development
3 25 (26.04%) Continuous Improvement
4 22 (22.92%) Test Automation
5 17 (17.71%) Scrum
6 16 (16.67%) Software Engineering
7 13 (13.54%) Analytics
7 13 (13.54%) Configuration Management
7 13 (13.54%) Data Analytics
7 13 (13.54%) Problem-Solving
8 12 (12.50%) Deployment Automation
9 11 (11.46%) Microservices
9 11 (11.46%) Multithreading
9 11 (11.46%) Scenario Testing
10 10 (10.42%) Infrastructure as Code
11 9 (9.38%) Business Intelligence
11 9 (9.38%) Continuous Integration
11 9 (9.38%) Infrastructure Automation
11 9 (9.38%) Technical Analysis
11 9 (9.38%) Web Application Development
Programming Languages
1 49 (51.04%) Python
2 28 (29.17%) SQL
3 23 (23.96%) Java
3 23 (23.96%) JavaScript
4 13 (13.54%) C#
5 12 (12.50%) Perl
6 11 (11.46%) Bash Shell
7 10 (10.42%) C++
7 10 (10.42%) TypeScript
8 9 (9.38%) PowerShell
9 7 (7.29%) Groovy
10 5 (5.21%) Go
10 5 (5.21%) Ruby
11 4 (4.17%) Rust
11 4 (4.17%) Shell Script
12 3 (3.13%) Java 8
12 3 (3.13%) PL/SQL
13 2 (2.08%) Scala
14 1 (1.04%) ES6
Qualifications
1 8 (8.33%) SC Cleared
1 8 (8.33%) Security Cleared
2 1 (1.04%) Degree
Quality Assurance & Compliance
1 2 (2.08%) Data Quality
System Software
1 25 (26.04%) Docker
2 6 (6.25%) HDFS
3 4 (4.17%) Apache ZooKeeper
4 3 (3.13%) VMware Infrastructure
5 2 (2.08%) Active Directory
5 2 (2.08%) Varnish
6 1 (1.04%) KVM
6 1 (1.04%) Platform Symphony
Systems Management
1 29 (30.21%) Ansible
2 20 (20.83%) Kubernetes
3 16 (16.67%) Terraform
4 12 (12.50%) Puppet
5 7 (7.29%) Grafana
5 7 (7.29%) Prometheus
6 6 (6.25%) Docker Swarm
7 5 (5.21%) Opscode Chef
8 4 (4.17%) HP Fortify
8 4 (4.17%) Kibana
8 4 (4.17%) Rancher
8 4 (4.17%) Salt
9 3 (3.13%) logstash
10 2 (2.08%) Istio
10 2 (2.08%) Mesos
10 2 (2.08%) Single Sign-On
11 1 (1.04%) BladeLogic
11 1 (1.04%) Consul
11 1 (1.04%) Fluentd
11 1 (1.04%) ITRS Geneos
Vendors
1 14 (14.58%) Oracle
2 10 (10.42%) Bloomberg
3 9 (9.38%) Confluent
4 7 (7.29%) Red Hat
4 7 (7.29%) Splunk
5 6 (6.25%) Atlassian
5 6 (6.25%) MapR
5 6 (6.25%) TIBCO
6 5 (5.21%) Ab Initio
7 4 (4.17%) Hortonworks
7 4 (4.17%) Veracode
8 3 (3.13%) Databricks
8 3 (3.13%) Dynatrace
8 3 (3.13%) Micro Focus
8 3 (3.13%) RedGate
8 3 (3.13%) ServiceNow
8 3 (3.13%) VMware
9 2 (2.08%) AppDynamics
9 2 (2.08%) Informatica
10 1 (1.04%) SaltStack