Period
to 25 January 2022

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 25 January 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
England > London
6 months to
25 Jan 2022
Same period 2021 Same period 2020
Rank 352 289 373
Rank change year-on-year -63 +84 +38
Contract jobs citing Artifactory 254 111 140
As % of all contract jobs advertised in London 0.68% 0.63% 0.47%
As % of the Development Applications category 3.46% 3.46% 2.52%
Number of daily rates quoted 192 94 92
10th Percentile £500 £463 £475
25th Percentile £550 £488 £513
Median daily rate (50th Percentile) £625 £550 £620
Median % change year-on-year +13.64% -11.29% +7.83%
75th Percentile £706 £700 £700
90th Percentile £763 £750 £850
England median daily rate £625 £550 £550
% change year-on-year +13.64% - +2.33%

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 7,338 3,204 5,564
As % of all contract IT jobs advertised in London 19.55% 18.10% 18.69%
Number of daily rates quoted 5,288 2,284 4,071
10th Percentile £413 £355 £375
25th Percentile £498 £414 £425
Median daily rate (50th Percentile) £575 £500 £525
Median % change year-on-year +15.00% -4.76% -
75th Percentile £680 £600 £600
90th Percentile £750 £656 £675
England median daily rate £550 £475 £475
% change year-on-year +15.79% - -2.56%
Number of hourly rates quoted 69 10 28
10th Percentile - £40.30 £18.32
25th Percentile £39.75 £52.13 £44.26
Median hourly rate £44.50 £55.00 £50.64
Median % change year-on-year -19.09% +8.62% +38.09%
75th Percentile £70.10 £67.63 £78.75
90th Percentile £80.50 £69.08 -
England median hourly rate £52.50 £45.00 £44.50
% change year-on-year +16.67% +1.12% +2.30%

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 25 January 2022.

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 25 January 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
Central London -47 12 £650 +19.54% 4
West London -25 1 £650 +18.18%
Artifactory
England

For the 6 months to 25 January 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 London region with a requirement for Artifactory.

1 180 (70.87%) Jenkins
2 150 (59.06%) Python
3 144 (56.69%) DevOps
4 129 (50.79%) Ansible
5 120 (47.24%) Git (software)
6 114 (44.88%) CI/CD
7 109 (42.91%) Bitbucket
8 108 (42.52%) Windows
9 96 (37.80%) Docker
10 92 (36.22%) SQL
11 90 (35.43%) AWS
12 85 (33.46%) Java
13 83 (32.68%) Kubernetes
14 79 (31.10%) Linux
15 77 (30.31%) Finance
16 73 (28.74%) Agile Software Development
17 71 (27.95%) BladeLogic
18 69 (27.17%) Test Automation
19 67 (26.38%) Subversion
20 66 (25.98%) .NET
21 65 (25.59%) TeamCity
22 61 (24.02%) C#
23 58 (22.83%) Banking
24 55 (21.65%) Oracle
25 54 (21.26%) Analytics
26 51 (20.08%) Splunk
27 50 (19.69%) Sonatype Nexus
27 50 (19.69%) Firewall
28 49 (19.29%) Microsoft
29 47 (18.50%) 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 23 (9.06%) Elasticsearch
1 23 (9.06%) IIS
2 13 (5.12%) Confluence
3 5 (1.97%) Apache
4 4 (1.57%) Tomcat
4 4 (1.57%) WebLogic
5 3 (1.18%) Oracle Coherence
6 2 (0.79%) Apache Spark
7 1 (0.39%) CMS
7 1 (0.39%) IBM HTTP Server
7 1 (0.39%) Jetty
7 1 (0.39%) Joomla!
7 1 (0.39%) nginx
7 1 (0.39%) SAS
7 1 (0.39%) SharePoint
Applications
1 15 (5.91%) Microsoft Excel
2 10 (3.94%) Chatbot
3 1 (0.39%) Microsoft Office
3 1 (0.39%) MS Visio
Business Applications
1 25 (9.84%) SunGard Martini
2 3 (1.18%) Oracle Cash Management
3 2 (0.79%) Markit EDM
Cloud Services
1 90 (35.43%) AWS
2 44 (17.32%) Azure
3 42 (16.54%) OpenShift
4 32 (12.60%) PaaS
5 23 (9.06%) Power Platform
6 21 (8.27%) Amazon ECS
6 21 (8.27%) Serverless
7 20 (7.87%) Amazon S3
8 18 (7.09%) Amazon EC2
9 17 (6.69%) AWS Lambda
10 16 (6.30%) GitHub
11 15 (5.91%) AWS CloudFormation
12 14 (5.51%) Amazon SQS
13 10 (3.94%) Datadog
13 10 (3.94%) IaaS
14 8 (3.15%) Kong
15 7 (2.76%) GCP
15 7 (2.76%) SaaS
16 6 (2.36%) Amazon CloudWatch
16 6 (2.36%) Amazon EKS
Communications & Networking
1 50 (19.69%) Firewall
2 31 (12.20%) TCP/IP
3 15 (5.91%) Multicast
4 10 (3.94%) RTMP
4 10 (3.94%) SSL
5 7 (2.76%) HTTPS
5 7 (2.76%) Kerberos
6 6 (2.36%) Wireshark
7 3 (1.18%) Internet
8 2 (0.79%) HTTP
8 2 (0.79%) OpenVPN
8 2 (0.79%) VPN
9 1 (0.39%) BIG-IP
9 1 (0.39%) DNS
9 1 (0.39%) NetScaler
9 1 (0.39%) Network Security
9 1 (0.39%) Wireless
Database & Business Intelligence
1 39 (15.35%) Relational Database
2 37 (14.57%) SQL Server
3 33 (12.99%) NoSQL
4 25 (9.84%) Amazon RDS
4 25 (9.84%) Oracle Database
4 25 (9.84%) Oracle Database 12c
5 23 (9.06%) Power BI
6 14 (5.51%) Tableau
7 12 (4.72%) Amazon Redshift
7 12 (4.72%) MongoDB
7 12 (4.72%) PostgreSQL
8 8 (3.15%) Hadoop
8 8 (3.15%) MySQL
9 3 (1.18%) Amazon DynamoDB
9 3 (1.18%) Data Warehouse
9 3 (1.18%) OLTP
9 3 (1.18%) RDBMS
10 1 (0.39%) Data Lake
10 1 (0.39%) SAS Visual Analytics
10 1 (0.39%) SQL Server 2016
Development Applications
1 180 (70.87%) Jenkins
2 120 (47.24%) Git (software)
3 109 (42.91%) Bitbucket
4 67 (26.38%) Subversion
5 65 (25.59%) TeamCity
6 50 (19.69%) Sonatype Nexus
7 38 (14.96%) Maven
8 36 (14.17%) GitLab
8 36 (14.17%) SonarQube
9 31 (12.20%) Visual Studio
10 25 (9.84%) CppUnit
10 25 (9.84%) Oracle APEX
10 25 (9.84%) Robot Framework
11 17 (6.69%) Cucumber
12 16 (6.30%) JIRA
13 15 (5.91%) Selenium
14 13 (5.12%) Zephyr
15 9 (3.54%) IBM UrbanCode
15 9 (3.54%) Octopus Deploy
16 6 (2.36%) Liquibase
General
1 77 (30.31%) Finance
2 58 (22.83%) Banking
3 40 (15.75%) Social Skills
4 31 (12.20%) Investment Banking
5 22 (8.66%) Front Office
6 13 (5.12%) Analytical Skills
7 10 (3.94%) Influencing Skills
8 7 (2.76%) Public Sector
9 4 (1.57%) Organisational Skills
10 3 (1.18%) Marketing
11 1 (0.39%) Financial Institution
11 1 (0.39%) International Banking
11 1 (0.39%) Prime Brokerage
Job Titles
1 91 (35.83%) Developer
2 72 (28.35%) DevOps Engineer
3 28 (11.02%) AWS DevOps
3 28 (11.02%) C++ Developer
4 25 (9.84%) Investment Banking C++ Developer
5 22 (8.66%) Analyst
6 20 (7.87%) Python Developer
7 18 (7.09%) AWS Engineer
7 18 (7.09%) Java Developer
8 17 (6.69%) Platform Engineer
9 16 (6.30%) SQL Analyst
10 15 (5.91%) Architect
10 15 (5.91%) Electronic Trading Support
10 15 (5.91%) Full Stack Developer
10 15 (5.91%) Linux Scripter
10 15 (5.91%) Linux Support
10 15 (5.91%) TIBCO Support
11 14 (5.51%) Senior DevOps
12 13 (5.12%) AWS DevOps Engineer
12 13 (5.12%) C# Developer
Libraries, Frameworks & Software Standards
1 66 (25.98%) .NET
2 42 (16.54%) JSON
3 37 (14.57%) Spring Boot
4 36 (14.17%) REST
5 33 (12.99%) AngularJS
6 32 (12.60%) Spring
7 30 (11.81%) XML
8 26 (10.24%) .NET Core
8 26 (10.24%) .NET Framework
8 26 (10.24%) Middleware
9 25 (9.84%) Boost C++ Libraries
9 25 (9.84%) gRPC
9 25 (9.84%) STL
10 21 (8.27%) Elastic Stack
10 21 (8.27%) RESTful
11 20 (7.87%) Node.js
12 18 (7.09%) J2EE
12 18 (7.09%) Kafka
12 18 (7.09%) Rendezvous
13 17 (6.69%) React
Miscellaneous
1 18 (7.09%) Data Structures
2 15 (5.91%) Foreign Exchange (FX)
3 13 (5.12%) Hedge funds
3 13 (5.12%) Market Risk
4 10 (3.94%) Client/Server
5 8 (3.15%) Animation
5 8 (3.15%) Fixed Income
5 8 (3.15%) Virtual Team
6 7 (2.76%) Data Protection Act
7 6 (2.36%) Public Cloud
7 6 (2.36%) User Experience
8 5 (1.97%) Self-Motivation
9 4 (1.57%) Greenfield Project
10 3 (1.18%) Legacy Systems
10 3 (1.18%) Management Information System
10 3 (1.18%) N-Tier
11 2 (0.79%) Legacy Applications
11 2 (0.79%) Legacy Code
12 1 (0.39%) Cloud Native
12 1 (0.39%) Linux Command Line
Operating Systems
1 108 (42.52%) Windows
2 79 (31.10%) Linux
3 41 (16.14%) Unix
4 34 (13.39%) Red Hat Enterprise Linux
5 23 (9.06%) Windows Server
6 16 (6.30%) Ubuntu
7 2 (0.79%) CentOS
8 1 (0.39%) AIX
8 1 (0.39%) Debian
Processes & Methodologies
1 144 (56.69%) DevOps
2 114 (44.88%) CI/CD
3 73 (28.74%) Agile Software Development
4 69 (27.17%) Test Automation
5 54 (21.26%) Analytics
6 47 (18.50%) Microservices
7 39 (15.35%) Problem-Solving
8 36 (14.17%) Multithreading
8 36 (14.17%) Release Management
9 34 (13.39%) Continuous Improvement
10 32 (12.60%) Capacity Management
11 30 (11.81%) Continuous Integration
12 29 (11.42%) Configuration Management
13 26 (10.24%) Unit Testing
14 25 (9.84%) Multithreaded Programming
14 25 (9.84%) Regression Testing
14 25 (9.84%) Software Engineering
15 24 (9.45%) Load Balancing
16 23 (9.06%) Business Intelligence
17 22 (8.66%) Deployment Automation
Programming Languages
1 150 (59.06%) Python
2 92 (36.22%) SQL
3 85 (33.46%) Java
4 61 (24.02%) C#
5 47 (18.50%) C++
6 31 (12.20%) Groovy
7 21 (8.27%) JavaScript
8 16 (6.30%) PowerShell
9 14 (5.51%) Go
9 14 (5.51%) VBA
10 8 (3.15%) Perl
11 7 (2.76%) Java 11
12 6 (2.36%) Bash
12 6 (2.36%) Java 8
13 3 (1.18%) Shell Script
14 2 (0.79%) REXX
14 2 (0.79%) Ruby
14 2 (0.79%) Scala
15 1 (0.39%) R
15 1 (0.39%) SAS Macro
Qualifications
1 10 (3.94%) Security Cleared
2 9 (3.54%) SC Cleared
3 6 (2.36%) Degree
4 4 (1.57%) BPSS Clearance
5 2 (0.79%) AWS Certification
Quality Assurance & Compliance
1 13 (5.12%) Data Quality
2 6 (2.36%) QA
3 3 (1.18%) Accessibility
4 2 (0.79%) GDPR
System Software
1 96 (37.80%) Docker
2 7 (2.76%) Active Directory
3 3 (1.18%) GridGain
3 3 (1.18%) VMware Infrastructure
4 1 (0.39%) Apache ZooKeeper
4 1 (0.39%) HDFS
4 1 (0.39%) OpenDJ
4 1 (0.39%) Samba
4 1 (0.39%) Squid
4 1 (0.39%) Time Sharing Option
Systems Management
1 129 (50.79%) Ansible
2 83 (32.68%) Kubernetes
3 71 (27.95%) BladeLogic
4 47 (18.50%) Terraform
5 43 (16.93%) ITRS Geneos
6 20 (7.87%) Puppet
7 13 (5.12%) HP Fortify
8 11 (4.33%) Grafana
8 11 (4.33%) Prometheus
9 8 (3.15%) Kibana
9 8 (3.15%) Nagios
10 7 (2.76%) Docker Swarm
11 4 (1.57%) Single Sign-On
12 3 (1.18%) Consul
12 3 (1.18%) Packer
13 2 (0.79%) CA Single Sign-On
13 2 (0.79%) Control-M
13 2 (0.79%) Opscode Chef
13 2 (0.79%) Sysdig
14 1 (0.39%) Salt
Vendors
1 55 (21.65%) Oracle
2 51 (20.08%) Splunk
3 49 (19.29%) Microsoft
4 25 (9.84%) FIS
4 25 (9.84%) SunGard
5 22 (8.66%) Altiris
5 22 (8.66%) CyberArk
6 21 (8.27%) Red Hat
7 18 (7.09%) TIBCO
8 17 (6.69%) Micro Focus
9 15 (5.91%) Bloomberg
9 15 (5.91%) Currenex
9 15 (5.91%) Refinitiv
9 15 (5.91%) Sun
10 14 (5.51%) AppDynamics
10 14 (5.51%) Google
11 8 (3.15%) New Relic
12 7 (2.76%) Informatica
12 7 (2.76%) Sybase
13 6 (2.36%) IBM