Period
to 29 July 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 29 July 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
29 Jul 2021
Same period 2020 Same period 2019
Rank 399 217 382
Rank change year-on-year -182 +165 +45
Contract jobs citing Artifactory 135 184 225
As % of all contract jobs advertised in London 0.45% 1.16% 0.56%
As % of the Development Applications category 2.32% 5.58% 2.81%
Number of daily rates quoted 96 144 60
10th Percentile £500 £491 £499
25th Percentile £530 £500 £520
Median daily rate (50th Percentile) £625 £550 £588
Median % change year-on-year +13.64% -6.38% -2.08%
75th Percentile £713 £713 £659
90th Percentile £750 £750 £700
England median daily rate £575 £550 £545
% change year-on-year +4.55% +0.92% -0.91%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £10.50
England median hourly rate £52.50 - £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 5,815 3,296 8,013
As % of all contract IT jobs advertised in London 19.34% 20.76% 19.86%
Number of daily rates quoted 4,084 2,417 5,729
10th Percentile £400 £378 £363
25th Percentile £463 £450 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - +5.00%
75th Percentile £641 £625 £600
90th Percentile £713 £700 £675
England median daily rate £500 £500 £480
% change year-on-year - +4.17% +1.05%
Number of hourly rates quoted 21 20 24
10th Percentile £28.50 £32.13 £18.60
25th Percentile £39.00 £45.19 £23.25
Median hourly rate £60.00 £50.75 £48.92
Median % change year-on-year +18.23% +3.75% +11.81%
75th Percentile £68.00 £63.19 £53.75
90th Percentile £69.00 £65.28 £56.20
England median hourly rate £49.50 £47.50 £45.00
% change year-on-year +4.21% +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 29 July 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 29 July 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
South London +11 2 £631 +12.68%
Central London -33 2 £625 +25.00% 5
Artifactory
England

For the 6 months to 29 July 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 79 (58.52%) Python
2 78 (57.78%) Jenkins
3 76 (56.30%) Git (software)
4 69 (51.11%) DevOps
5 64 (47.41%) Bitbucket
5 64 (47.41%) SQL
6 55 (40.74%) Banking
7 48 (35.56%) Social Skills
8 44 (32.59%) TeamCity
9 42 (31.11%) Investment Banking
9 42 (31.11%) Ansible
10 41 (30.37%) Test Automation
10 41 (30.37%) Agile Software Development
10 41 (30.37%) Windows
11 40 (29.63%) C#
12 37 (27.41%) Linux
13 36 (26.67%) Oracle
13 36 (26.67%) REST
14 34 (25.19%) Finance
14 34 (25.19%) Kubernetes
15 33 (24.44%) JSON
16 31 (22.96%) Multithreading
16 31 (22.96%) Java
17 30 (22.22%) XML
17 30 (22.22%) Front Office
17 30 (22.22%) Continuous Improvement
17 30 (22.22%) AngularJS
18 29 (21.48%) Docker
18 29 (21.48%) JIRA
18 29 (21.48%) C++

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 13 (9.63%) Apache Spark
2 9 (6.67%) Oracle Coherence
3 6 (4.44%) Elasticsearch
3 6 (4.44%) nginx
4 5 (3.70%) Tomcat
5 4 (2.96%) Apache
6 2 (1.48%) Confluence
6 2 (1.48%) SAS
7 1 (0.74%) Camunda
7 1 (0.74%) Cloud Foundry
7 1 (0.74%) IIS
7 1 (0.74%) SharePoint
Applications
1 9 (6.67%) Chatbot
2 1 (0.74%) Microsoft Office
Business Applications
1 16 (11.85%) SunGard Martini
2 2 (1.48%) Markit EDM
Cloud Services
1 27 (20.00%) AWS
2 15 (11.11%) Azure
3 11 (8.15%) OpenShift
4 10 (7.41%) npm
5 9 (6.67%) Amazon EKS
6 8 (5.93%) Power Platform
7 7 (5.19%) GCP
7 7 (5.19%) GitHub
8 6 (4.44%) Apigee
9 4 (2.96%) NuGet
9 4 (2.96%) PaaS
10 3 (2.22%) Amazon ECS
10 3 (2.22%) Serverless
11 2 (1.48%) Amazon CloudWatch
11 2 (1.48%) IBM Cloud
11 2 (1.48%) Kong
11 2 (1.48%) Quay.io
12 1 (0.74%) Google App Engine
12 1 (0.74%) IaaS
12 1 (0.74%) Microsoft 365
Communications & Networking
1 17 (12.59%) TCP/IP
2 8 (5.93%) RTMP
3 7 (5.19%) OpenVPN
3 7 (5.19%) VPN
4 4 (2.96%) DNS
4 4 (2.96%) HTTP
5 3 (2.22%) IPsec
5 3 (2.22%) IPv4
6 2 (1.48%) Firewall
6 2 (1.48%) Network Security
7 1 (0.74%) NAS
7 1 (0.74%) SAN
Database & Business Intelligence
1 26 (19.26%) Relational Database
2 23 (17.04%) SQL Server
3 21 (15.56%) NoSQL
4 17 (12.59%) Oracle Database
5 16 (11.85%) MongoDB
5 16 (11.85%) Oracle Database 12c
6 14 (10.37%) Hadoop
7 12 (8.89%) Big Data
8 11 (8.15%) Tableau
9 10 (7.41%) Apache Cassandra
10 8 (5.93%) Data Warehouse
10 8 (5.93%) Power BI
11 7 (5.19%) Apache Hive
12 6 (4.44%) HBase
12 6 (4.44%) OLTP
13 5 (3.70%) MySQL
14 4 (2.96%) PostgreSQL
15 3 (2.22%) Amazon RDS
16 2 (1.48%) Parquet
16 2 (1.48%) RDBMS
Development Applications
1 78 (57.78%) Jenkins
2 76 (56.30%) Git (software)
3 64 (47.41%) Bitbucket
4 44 (32.59%) TeamCity
5 29 (21.48%) JIRA
6 24 (17.78%) Subversion
7 22 (16.30%) Visual Studio
8 18 (13.33%) Maven
9 16 (11.85%) CppUnit
9 16 (11.85%) Oracle APEX
9 16 (11.85%) Robot Framework
10 12 (8.89%) SonarQube
10 12 (8.89%) Sonatype Nexus
11 8 (5.93%) GitLab
11 8 (5.93%) Grunt
11 8 (5.93%) JUnit
11 8 (5.93%) webpack
12 6 (4.44%) CircleCI
12 6 (4.44%) Mockito
13 5 (3.70%) Gradle
General
1 55 (40.74%) Banking
2 48 (35.56%) Social Skills
3 42 (31.11%) Investment Banking
4 34 (25.19%) Finance
5 30 (22.22%) Front Office
6 16 (11.85%) Analytical Skills
7 12 (8.89%) Back Office
8 9 (6.67%) Influencing Skills
9 5 (3.70%) French Language
9 5 (3.70%) Public Sector
10 2 (1.48%) Corporate Banking
10 2 (1.48%) Games
10 2 (1.48%) Private Banking
10 2 (1.48%) Retail
10 2 (1.48%) Retail Banking
11 1 (0.74%) Electronics
11 1 (0.74%) Manufacturing
11 1 (0.74%) Marketing
11 1 (0.74%) Publishing
11 1 (0.74%) Telecoms
Job Titles
1 78 (57.78%) Developer
2 24 (17.78%) DevOps Engineer
3 22 (16.30%) C++ Developer
3 22 (16.30%) Investment Banking C++ Developer
4 16 (11.85%) Python Developer
5 15 (11.11%) C# Developer
6 14 (10.37%) Java Developer
6 14 (10.37%) SQL Developer
7 12 (8.89%) Front Office C++ Developer
7 12 (8.89%) Front Office Developer
8 10 (7.41%) Angular Developer
9 8 (5.93%) Analyst
9 8 (5.93%) Electronic Trading Developer
9 8 (5.93%) UI Developer
10 7 (5.19%) Full Stack Developer
11 6 (4.44%) Big Data Developer
11 6 (4.44%) C# Developer - Investment Banking
11 6 (4.44%) C++/C# Developer
11 6 (4.44%) Market Data Developer
12 5 (3.70%) Real Time Developer
Libraries, Frameworks & Software Standards
1 36 (26.67%) REST
2 33 (24.44%) JSON
3 30 (22.22%) AngularJS
3 30 (22.22%) XML
4 29 (21.48%) .NET
5 24 (17.78%) Kafka
6 20 (14.81%) React
7 16 (11.85%) .NET Core
7 16 (11.85%) .NET Framework
7 16 (11.85%) Boost C++ Libraries
7 16 (11.85%) gRPC
7 16 (11.85%) STL
8 15 (11.11%) Node.js
9 13 (9.63%) RESTful
10 12 (8.89%) Spring
11 10 (7.41%) RxJS
12 8 (5.93%) HTML
12 8 (5.93%) WebSockets
13 7 (5.19%) CSS
13 7 (5.19%) FIX Protocol
Miscellaneous
1 9 (6.67%) Client/Server
2 8 (5.93%) Derivative
2 8 (5.93%) Equities
2 8 (5.93%) Wiki
3 7 (5.19%) SWIFT
4 6 (4.44%) Cloud Native
4 6 (4.44%) Enterprise Software
4 6 (4.44%) N-Tier
5 5 (3.70%) Data Structures
6 3 (2.22%) PKI
6 3 (2.22%) Public Cloud
7 2 (1.48%) Management Information System
7 2 (1.48%) Mobile App
7 2 (1.48%) Mobile Banking
7 2 (1.48%) Online Banking
7 2 (1.48%) Self-Motivation
7 2 (1.48%) User Experience
7 2 (1.48%) Virtual Team
8 1 (0.74%) Greenfield Project
8 1 (0.74%) Legacy Code
Operating Systems
1 41 (30.37%) Windows
2 37 (27.41%) Linux
3 22 (16.30%) Unix
4 6 (4.44%) CentOS
4 6 (4.44%) Red Hat Enterprise Linux
5 5 (3.70%) CoreOS
6 1 (0.74%) Ubuntu
6 1 (0.74%) VMS
Processes & Methodologies
1 69 (51.11%) DevOps
2 41 (30.37%) Agile Software Development
2 41 (30.37%) Test Automation
3 31 (22.96%) Multithreading
4 30 (22.22%) Continuous Improvement
5 24 (17.78%) Analytics
6 23 (17.04%) Workflow
7 22 (16.30%) Problem-Solving
8 21 (15.56%) Microservices
8 21 (15.56%) Unit Testing
9 17 (12.59%) Software Engineering
10 16 (11.85%) Multithreaded Programming
10 16 (11.85%) Regression Testing
11 14 (10.37%) Data Analytics
12 13 (9.63%) Configuration Management
12 13 (9.63%) Full Stack Development
13 12 (8.89%) Continuous Integration
13 12 (8.89%) Scrum
14 11 (8.15%) Machine Learning
15 10 (7.41%) Artificial Intelligence
Programming Languages
1 79 (58.52%) Python
2 64 (47.41%) SQL
3 40 (29.63%) C#
4 31 (22.96%) Java
5 29 (21.48%) C++
6 23 (17.04%) JavaScript
7 13 (9.63%) TypeScript
8 10 (7.41%) Bash Shell
9 8 (5.93%) Go
9 8 (5.93%) Ruby
10 6 (4.44%) Java 8
10 6 (4.44%) PowerShell
11 5 (3.70%) Perl
11 5 (3.70%) PL/SQL
11 5 (3.70%) Rust
12 4 (2.96%) Shell Script
13 3 (2.22%) Groovy
14 2 (1.48%) C
14 2 (1.48%) Scala
15 1 (0.74%) PHP
Qualifications
1 12 (8.89%) SC Cleared
1 12 (8.89%) Security Cleared
2 4 (2.96%) Degree
3 2 (1.48%) Computer Science Degree
4 1 (0.74%) AWS Certification
Quality Assurance & Compliance
1 4 (2.96%) Data Quality
2 1 (0.74%) Sarbanes-Oxley
System Software
1 29 (21.48%) Docker
2 8 (5.93%) HDFS
3 5 (3.70%) Apache ZooKeeper
4 3 (2.22%) iptables
4 3 (2.22%) VMware Infrastructure
5 2 (1.48%) KVM
5 2 (1.48%) Platform Symphony
6 1 (0.74%) NFS
6 1 (0.74%) Varnish
6 1 (0.74%) VMware ESXi
Systems Management
1 42 (31.11%) Ansible
2 34 (25.19%) Kubernetes
3 27 (20.00%) BladeLogic
4 16 (11.85%) Terraform
5 9 (6.67%) ITRS Geneos
5 9 (6.67%) Puppet
6 8 (5.93%) Docker Swarm
7 7 (5.19%) Sysdig
8 5 (3.70%) Grafana
8 5 (3.70%) Kibana
8 5 (3.70%) Rancher
9 4 (2.96%) Mesos
9 4 (2.96%) Opscode Chef
10 3 (2.22%) Prometheus
11 2 (1.48%) Capistrano
11 2 (1.48%) Hadoop YARN
11 2 (1.48%) HP Fortify
11 2 (1.48%) logstash
11 2 (1.48%) Oozie
11 2 (1.48%) Single Sign-On
Vendors
1 36 (26.67%) Oracle
2 16 (11.85%) FIS
2 16 (11.85%) SunGard
3 7 (5.19%) Bloomberg
3 7 (5.19%) Splunk
4 6 (4.44%) Altiris
4 6 (4.44%) Confluent
4 6 (4.44%) Dynatrace
4 6 (4.44%) MapR
4 6 (4.44%) TIBCO
4 6 (4.44%) Veracode
5 5 (3.70%) Ab Initio
5 5 (3.70%) Informatica
6 4 (2.96%) Microsoft
7 3 (2.22%) Google
7 3 (2.22%) HP
7 3 (2.22%) IBM
7 3 (2.22%) VMware
8 2 (1.48%) Hortonworks
8 2 (1.48%) ServiceNow