Period
to 18 October 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 18 October 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
18 Oct 2021
Same period 2020 Same period 2019
Rank 399 193 436
Rank change year-on-year -206 +243 -52
Contract jobs citing Artifactory 171 179 132
As % of all contract jobs advertised in London 0.48% 1.30% 0.36%
As % of the Development Applications category 2.48% 6.71% 1.93%
Number of daily rates quoted 123 157 40
10th Percentile £478 £488 £485
25th Percentile £550 £500 £522
Median daily rate (50th Percentile) £625 £550 £588
Median % change year-on-year +13.64% -6.38% +2.17%
75th Percentile £725 £713 £656
90th Percentile £750 £750 £713
England median daily rate £600 £550 £525
% change year-on-year +9.09% +4.76% -4.55%

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 6,889 2,666 6,833
As % of all contract IT jobs advertised in London 19.38% 19.33% 18.54%
Number of daily rates quoted 4,909 1,921 4,969
10th Percentile £406 £363 £363
25th Percentile £475 £425 £425
Median daily rate (50th Percentile) £550 £517 £525
Median % change year-on-year +6.38% -1.52% +3.96%
75th Percentile £663 £600 £600
90th Percentile £725 £703 £675
England median daily rate £525 £495 £475
% change year-on-year +6.06% +4.21% -
Number of hourly rates quoted 20 4 17
10th Percentile £25.93 £27.33 £18.32
25th Percentile £41.81 £30.81 £31.25
Median hourly rate £59.50 £42.25 £50.00
Median % change year-on-year +40.83% -15.50% +66.67%
75th Percentile £64.88 £54.25 £55.50
90th Percentile £80.38 £54.70 £60.50
England median hourly rate £50.00 £45.00 £46.00
% change year-on-year +11.11% -2.17% +8.24%

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 18 October 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 18 October 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 -67 6 £638 +28.79% 9
South London +3 2 £631 +14.73%
Artifactory
England

For the 6 months to 18 October 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.

1 131 (76.61%) Jenkins
2 117 (68.42%) Python
3 99 (57.89%) Git (software)
4 98 (57.31%) DevOps
5 81 (47.37%) SQL
6 76 (44.44%) Windows
7 74 (43.27%) Ansible
8 72 (42.11%) Bitbucket
9 61 (35.67%) Java
10 59 (34.50%) TeamCity
11 58 (33.92%) BladeLogic
11 58 (33.92%) Subversion
11 58 (33.92%) C#
12 55 (32.16%) Test Automation
13 51 (29.82%) Banking
14 50 (29.24%) .NET
14 50 (29.24%) Oracle
14 50 (29.24%) Docker
14 50 (29.24%) Kubernetes
15 47 (27.49%) C++
15 47 (27.49%) Linux
15 47 (27.49%) Agile Software Development
15 47 (27.49%) AWS
16 43 (25.15%) Finance
17 41 (23.98%) Investment Banking
18 40 (23.39%) JSON
19 38 (22.22%) Relational Database
20 37 (21.64%) Microservices
20 37 (21.64%) Analytics
20 37 (21.64%) REST

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 17 (9.94%) Elasticsearch
2 7 (4.09%) Apache Spark
3 4 (2.34%) Apache
3 4 (2.34%) Confluence
4 3 (1.75%) Oracle Coherence
4 3 (1.75%) Tomcat
5 2 (1.17%) IIS
5 2 (1.17%) nginx
5 2 (1.17%) SAS
6 1 (0.58%) Camunda
6 1 (0.58%) Cloud Foundry
6 1 (0.58%) IBM HTTP Server
6 1 (0.58%) Jetty
6 1 (0.58%) SharePoint
6 1 (0.58%) WebLogic
Applications
1 8 (4.68%) Chatbot
2 2 (1.17%) Microsoft Excel
2 2 (1.17%) Microsoft Office
3 1 (0.58%) MS Visio
Business Applications
1 26 (15.20%) SunGard Martini
2 4 (2.34%) Markit EDM
Cloud Services
1 47 (27.49%) AWS
2 19 (11.11%) OpenShift
3 16 (9.36%) Azure
4 14 (8.19%) Amazon ECS
4 14 (8.19%) GitHub
5 13 (7.60%) PaaS
6 9 (5.26%) Serverless
7 8 (4.68%) Amazon EKS
8 7 (4.09%) Power Platform
9 6 (3.51%) GCP
10 5 (2.92%) AWS CloudFormation
11 4 (2.34%) Amazon EC2
11 4 (2.34%) Amazon S3
11 4 (2.34%) AWS Lambda
12 3 (1.75%) Amazon SQS
12 3 (1.75%) Apigee
13 2 (1.17%) Azure Service Bus
13 2 (1.17%) npm
13 2 (1.17%) NuGet
13 2 (1.17%) Quay.io
Communications & Networking
1 27 (15.79%) TCP/IP
2 20 (11.70%) Firewall
3 8 (4.68%) OpenVPN
3 8 (4.68%) VPN
4 7 (4.09%) RTMP
5 6 (3.51%) Multicast
6 5 (2.92%) DNS
6 5 (2.92%) HTTP
7 3 (1.75%) IPsec
7 3 (1.75%) IPv4
8 2 (1.17%) Internet
9 1 (0.58%) HTTPS
9 1 (0.58%) Kerberos
9 1 (0.58%) NAS
9 1 (0.58%) Network Security
9 1 (0.58%) SAN
9 1 (0.58%) SSL
Database & Business Intelligence
1 38 (22.22%) Relational Database
2 29 (16.96%) SQL Server
3 27 (15.79%) Oracle Database
4 26 (15.20%) Oracle Database 12c
5 16 (9.36%) NoSQL
6 11 (6.43%) PostgreSQL
6 11 (6.43%) Tableau
7 8 (4.68%) MongoDB
8 7 (4.09%) Amazon RDS
8 7 (4.09%) Power BI
9 6 (3.51%) Hadoop
10 4 (2.34%) Big Data
10 4 (2.34%) Data Warehouse
10 4 (2.34%) MySQL
10 4 (2.34%) RDBMS
11 3 (1.75%) Amazon Redshift
11 3 (1.75%) Apache Cassandra
12 2 (1.17%) Apache Hive
12 2 (1.17%) Impala
13 1 (0.58%) Azure SQL Database
Development Applications
1 131 (76.61%) Jenkins
2 99 (57.89%) Git (software)
3 72 (42.11%) Bitbucket
4 59 (34.50%) TeamCity
5 58 (33.92%) Subversion
6 30 (17.54%) Maven
6 30 (17.54%) Visual Studio
7 26 (15.20%) CppUnit
7 26 (15.20%) Oracle APEX
7 26 (15.20%) Robot Framework
8 22 (12.87%) Sonatype Nexus
9 19 (11.11%) JIRA
10 18 (10.53%) GitLab
11 17 (9.94%) SonarQube
12 9 (5.26%) JUnit
13 5 (2.92%) Mockito
14 4 (2.34%) Gradle
15 3 (1.75%) Moq
15 3 (1.75%) MSBuild
15 3 (1.75%) Octopus Deploy
General
1 51 (29.82%) Banking
2 43 (25.15%) Finance
3 41 (23.98%) Investment Banking
4 30 (17.54%) Social Skills
5 26 (15.20%) Front Office
6 8 (4.68%) Influencing Skills
6 8 (4.68%) Public Sector
7 5 (2.92%) Analytical Skills
7 5 (2.92%) Back Office
8 2 (1.17%) Corporate Banking
8 2 (1.17%) Games
8 2 (1.17%) Private Banking
8 2 (1.17%) Retail
8 2 (1.17%) Retail Banking
9 1 (0.58%) Electronics
9 1 (0.58%) International Banking
9 1 (0.58%) Manufacturing
9 1 (0.58%) Marketing
9 1 (0.58%) Publishing
9 1 (0.58%) Telecoms
Job Titles
1 80 (46.78%) Developer
2 41 (23.98%) DevOps Engineer
3 29 (16.96%) C++ Developer
4 27 (15.79%) Investment Banking C++ Developer
5 21 (12.28%) Java Developer
6 20 (11.70%) Front Office C++ Developer
6 20 (11.70%) Front Office Developer
7 17 (9.94%) Analyst
8 15 (8.77%) SQL Analyst
9 11 (6.43%) AWS DevOps
9 11 (6.43%) C# Developer
10 10 (5.85%) Full Stack Developer
11 8 (4.68%) AWS Engineer
11 8 (4.68%) Kubernetes Engineer
12 7 (4.09%) Quantitative Developer
13 6 (3.51%) Linux Support
13 6 (3.51%) Senior Developer
13 6 (3.51%) TIBCO Support
13 6 (3.51%) UI Developer
13 6 (3.51%) Web UI Developer
Libraries, Frameworks & Software Standards
1 50 (29.24%) .NET
2 40 (23.39%) JSON
3 37 (21.64%) REST
4 34 (19.88%) AngularJS
5 32 (18.71%) XML
6 26 (15.20%) .NET Core
6 26 (15.20%) .NET Framework
6 26 (15.20%) Boost C++ Libraries
6 26 (15.20%) gRPC
6 26 (15.20%) STL
7 25 (14.62%) Spring Boot
8 24 (14.04%) Spring
9 22 (12.87%) RESTful
10 21 (12.28%) Middleware
11 15 (8.77%) Elastic Stack
11 15 (8.77%) Kafka
12 13 (7.60%) Web Services
13 10 (5.85%) Node.js
14 8 (4.68%) React
15 7 (4.09%) CSS
Miscellaneous
1 17 (9.94%) Data Structures
2 8 (4.68%) Client/Server
2 8 (4.68%) Fixed Income
3 6 (3.51%) Foreign Exchange (FX)
4 5 (2.92%) Greenfield Project
4 5 (2.92%) Management Information System
4 5 (2.92%) Public Cloud
4 5 (2.92%) Virtual Team
5 3 (1.75%) Cloud Native
5 3 (1.75%) Enterprise Software
5 3 (1.75%) Legacy Code
5 3 (1.75%) PKI
5 3 (1.75%) User Experience
6 2 (1.17%) Data Protection Act
6 2 (1.17%) Derivative
6 2 (1.17%) Equities
6 2 (1.17%) Legacy Applications
6 2 (1.17%) Mobile App
6 2 (1.17%) Mobile Banking
6 2 (1.17%) Online Banking
Operating Systems
1 76 (44.44%) Windows
2 47 (27.49%) Linux
3 24 (14.04%) Unix
4 8 (4.68%) Red Hat Enterprise Linux
5 3 (1.75%) CentOS
6 1 (0.58%) AIX
6 1 (0.58%) CoreOS
6 1 (0.58%) Ubuntu
6 1 (0.58%) VMS
6 1 (0.58%) Windows Server
Processes & Methodologies
1 98 (57.31%) DevOps
2 55 (32.16%) Test Automation
3 47 (27.49%) Agile Software Development
4 37 (21.64%) Analytics
4 37 (21.64%) Microservices
4 37 (21.64%) Multithreading
5 31 (18.13%) Workflow
6 29 (16.96%) Unit Testing
7 26 (15.20%) Capacity Management
7 26 (15.20%) Multithreaded Programming
7 26 (15.20%) Regression Testing
8 25 (14.62%) Configuration Management
8 25 (14.62%) Continuous Improvement
9 21 (12.28%) Problem-Solving
10 18 (10.53%) ITIL
11 17 (9.94%) Server Monitoring
11 17 (9.94%) TDD
12 15 (8.77%) Full Stack Development
13 12 (7.02%) Continuous Integration
13 12 (7.02%) Deployment Automation
Programming Languages
1 117 (68.42%) Python
2 81 (47.37%) SQL
3 61 (35.67%) Java
4 58 (33.92%) C#
5 47 (27.49%) C++
6 20 (11.70%) Groovy
7 13 (7.60%) PowerShell
8 12 (7.02%) Perl
9 11 (6.43%) Bash Shell
10 10 (5.85%) JavaScript
11 8 (4.68%) Java 8
12 7 (4.09%) Go
13 6 (3.51%) Ruby
14 5 (2.92%) TypeScript
15 4 (2.34%) Java 11
15 4 (2.34%) Shell Script
16 3 (1.75%) PL/SQL
17 2 (1.17%) C
17 2 (1.17%) REXX
17 2 (1.17%) Scala
Qualifications
1 8 (4.68%) SC Cleared
1 8 (4.68%) Security Cleared
2 3 (1.75%) AWS Certification
2 3 (1.75%) Degree
3 2 (1.17%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.17%) Data Quality
2 1 (0.58%) QA
2 1 (0.58%) Sarbanes-Oxley
System Software
1 50 (29.24%) Docker
2 3 (1.75%) Apache ZooKeeper
2 3 (1.75%) HDFS
2 3 (1.75%) iptables
3 2 (1.17%) VMware Infrastructure
4 1 (0.58%) Active Directory
4 1 (0.58%) KVM
4 1 (0.58%) NFS
4 1 (0.58%) OpenDJ
4 1 (0.58%) Platform Symphony
4 1 (0.58%) Samba
4 1 (0.58%) Time Sharing Option
4 1 (0.58%) VMware ESXi
Systems Management
1 74 (43.27%) Ansible
2 58 (33.92%) BladeLogic
3 50 (29.24%) Kubernetes
4 28 (16.37%) ITRS Geneos
4 28 (16.37%) Terraform
5 10 (5.85%) Docker Swarm
6 8 (4.68%) Sysdig
7 6 (3.51%) Grafana
7 6 (3.51%) Puppet
8 5 (2.92%) HP Fortify
9 4 (2.34%) Control-M
9 4 (2.34%) Opscode Chef
9 4 (2.34%) Prometheus
10 3 (1.75%) Hadoop YARN
10 3 (1.75%) Oozie
11 2 (1.17%) Fluentd
11 2 (1.17%) Kibana
11 2 (1.17%) Mesos
11 2 (1.17%) Rancher
12 1 (0.58%) Consul
Vendors
1 50 (29.24%) Oracle
2 26 (15.20%) FIS
2 26 (15.20%) SunGard
3 19 (11.11%) Splunk
4 17 (9.94%) Altiris
5 12 (7.02%) CyberArk
6 11 (6.43%) Red Hat
7 8 (4.68%) Microsoft
8 7 (4.09%) Sybase
8 7 (4.09%) TIBCO
9 6 (3.51%) Bloomberg
9 6 (3.51%) Currenex
9 6 (3.51%) Refinitiv
9 6 (3.51%) Sun
10 4 (2.34%) Anaplan
10 4 (2.34%) Google
10 4 (2.34%) IBM
10 4 (2.34%) Perforce
11 3 (1.75%) AppDynamics
11 3 (1.75%) Informatica