Period
to

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 4 July 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
4 Jul 2022
Same period 2021 Same period 2020
Rank 358 391 223
Rank change year-on-year +33 -168 +149
Contract jobs citing Artifactory 259 116 185
As % of all contract jobs advertised in London 0.65% 0.42% 1.05%
As % of the Development Applications category 3.37% 2.17% 4.97%
Number of daily rates quoted 208 79 145
10th Percentile £513 £475 £488
25th Percentile £620 £513 £500
Median daily rate (50th Percentile) £725 £586 £550
Median % change year-on-year +23.72% +6.55% -4.35%
75th Percentile £816 £706 £713
90th Percentile £888 £713 £850
England median daily rate £675 £575 £550
% change year-on-year +17.39% +4.55% +0.92%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £82.75 - -
Median hourly rate £83.50 - -
75th Percentile £84.25 - -
90th Percentile - - -
England median hourly rate £83.50 £52.50 -
% change year-on-year +59.05% - -

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 7,690 5,339 3,723
As % of all contract IT jobs advertised in London 19.29% 19.27% 21.14%
Number of daily rates quoted 5,546 3,713 2,742
10th Percentile £413 £388 £385
25th Percentile £500 £456 £450
Median daily rate (50th Percentile) £600 £538 £525
Median % change year-on-year +11.63% +2.38% -
75th Percentile £701 £638 £625
90th Percentile £800 £713 £700
England median daily rate £550 £500 £500
% change year-on-year +10.00% - +2.56%
Number of hourly rates quoted 52 17 23
10th Percentile £16.34 £27.50 £32.55
25th Percentile £37.86 £37.50 £45.13
Median hourly rate £44.50 £59.00 £51.00
Median % change year-on-year -24.58% +15.69% +13.55%
75th Percentile £57.91 £68.00 £63.75
90th Percentile £74.95 £68.62 £64.95
England median hourly rate £52.70 £50.00 £47.50
% change year-on-year +5.40% +5.26% +5.56%

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 4 July 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 4 July 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 -7 21 £650 +8.33% 6
South London -11 6 £550 -12.84%
West London - 4 £550 - 2
Artifactory
England

For the 6 months to 4 July 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.

1 181 (69.88%) Jenkins
2 149 (57.53%) DevOps
3 130 (50.19%) Ansible
4 119 (45.95%) Python
5 103 (39.77%) Agile
6 99 (38.22%) CI/CD
7 94 (36.29%) TeamCity
8 93 (35.91%) Docker
9 86 (33.20%) Git (software)
10 83 (32.05%) Bitbucket
11 82 (31.66%) C#
12 78 (30.12%) Kubernetes
13 74 (28.57%) Social Skills
14 73 (28.19%) Linux
15 71 (27.41%) SQL
16 70 (27.03%) Java
17 69 (26.64%) JavaScript
18 64 (24.71%) Software Engineering
18 64 (24.71%) JIRA
19 63 (24.32%) Finance
20 62 (23.94%) AWS
21 61 (23.55%) Banking
22 58 (22.39%) GitLab
23 55 (21.24%) Terraform
24 53 (20.46%) TDD
25 51 (19.69%) Microservices
26 50 (19.31%) REST
26 50 (19.31%) .NET
27 48 (18.53%) Fixed Income
27 48 (18.53%) Test Automation

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 20 (7.72%) Confluence
2 19 (7.34%) Oracle Coherence
3 9 (3.47%) OpenStack
4 8 (3.09%) IIS
5 6 (2.32%) SAS
6 4 (1.54%) Apache
6 4 (1.54%) Apache Spark
6 4 (1.54%) MQSeries
6 4 (1.54%) Tomcat
7 3 (1.16%) JBoss
7 3 (1.16%) nginx
7 3 (1.16%) SharePoint
8 2 (0.77%) Jetty
8 2 (0.77%) WebLogic
9 1 (0.39%) Oracle Workflow
Applications
1 11 (4.25%) Microsoft Excel
Business Applications
1 5 (1.93%) SunGard Martini
Cloud Services
1 62 (23.94%) AWS
2 37 (14.29%) GitHub
3 36 (13.90%) Serverless
4 34 (13.13%) Amazon S3
4 34 (13.13%) OpenShift
5 25 (9.65%) Amazon ECS
5 25 (9.65%) AWS Lambda
6 24 (9.27%) Azure
7 23 (8.88%) npm
8 20 (7.72%) Amazon EC2
9 16 (6.18%) AWS CloudFormation
10 15 (5.79%) Amazon SQS
11 14 (5.41%) GitHub Actions
12 13 (5.02%) Anthos
12 13 (5.02%) NuGet
13 12 (4.63%) Amazon EKS
14 10 (3.86%) Power Platform
15 9 (3.47%) Amazon CloudWatch
15 9 (3.47%) Google Kubernetes Engine
15 9 (3.47%) Route 53
Communications & Networking
1 12 (4.63%) TCP/IP
2 10 (3.86%) Firewall
3 6 (2.32%) Multicast
4 4 (1.54%) AMQP
4 4 (1.54%) DNS
5 2 (0.77%) SSL
6 1 (0.39%) FTP
Database & Business Intelligence
1 23 (8.88%) Amazon RDS
1 23 (8.88%) SQL Server
2 16 (6.18%) Oracle Database
2 16 (6.18%) Relational Database
3 15 (5.79%) Apache Cassandra
4 14 (5.41%) Data Warehouse
4 14 (5.41%) NoSQL
5 13 (5.02%) PostgreSQL
6 12 (4.63%) Oracle Database 12c
7 10 (3.86%) Big Data
7 10 (3.86%) Power BI
8 9 (3.47%) Amazon Redshift
8 9 (3.47%) MongoDB
9 8 (3.09%) Elasticsearch
9 8 (3.09%) Hadoop
9 8 (3.09%) HBase
10 7 (2.70%) MySQL
10 7 (2.70%) OLTP
11 5 (1.93%) Base SAS
11 5 (1.93%) SAS Data Integration Studio
Development Applications
1 181 (69.88%) Jenkins
2 94 (36.29%) TeamCity
3 86 (33.20%) Git (software)
4 83 (32.05%) Bitbucket
5 64 (24.71%) JIRA
6 58 (22.39%) GitLab
7 35 (13.51%) Maven
7 35 (13.51%) Sonatype Nexus
8 30 (11.58%) SonarQube
9 22 (8.49%) Grunt
9 22 (8.49%) webpack
10 20 (7.72%) Visual Studio
11 15 (5.79%) Subversion
12 12 (4.63%) CppUnit
12 12 (4.63%) JBehave
12 12 (4.63%) Robot Framework
13 7 (2.70%) Zephyr
14 6 (2.32%) ProC
15 5 (1.93%) Gradle
15 5 (1.93%) Oracle APEX
General
1 74 (28.57%) Social Skills
2 63 (24.32%) Finance
3 61 (23.55%) Banking
4 45 (17.37%) Investment Banking
5 40 (15.44%) Analytical Skills
6 33 (12.74%) Front Office
7 10 (3.86%) Back Office
8 9 (3.47%) Public Sector
9 2 (0.77%) Retail
10 1 (0.39%) Corporate Banking
10 1 (0.39%) Financial Institution
10 1 (0.39%) French Language
10 1 (0.39%) Inclusion and Diversity
10 1 (0.39%) Legal
10 1 (0.39%) Prime Brokerage
10 1 (0.39%) Retail Banking
10 1 (0.39%) Synthetic Prime Brokerage
10 1 (0.39%) Telecoms
Job Titles
1 128 (49.42%) Developer
2 63 (24.32%) DevOps Engineer
3 58 (22.39%) C# Developer
4 39 (15.06%) C# Quant Developer
4 39 (15.06%) Quantitative Developer
5 25 (9.65%) Front End Developer (Client-Side Developer)
6 24 (9.27%) Angular Developer
7 21 (8.11%) AWS DevOps
7 21 (8.11%) Senior Developer
8 20 (7.72%) AWS Engineer
9 18 (6.95%) JavaScript Developer
10 17 (6.56%) C++ Developer
11 15 (5.79%) AWS DevOps Engineer
12 14 (5.41%) Senior C# Developer
13 13 (5.02%) Software Engineer
14 12 (4.63%) C# WPF Developer
14 12 (4.63%) C++/C# Developer
14 12 (4.63%) Linux Engineer
14 12 (4.63%) Python Developer
14 12 (4.63%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 50 (19.31%) .NET
1 50 (19.31%) REST
2 41 (15.83%) AngularJS
3 40 (15.44%) WPF
4 38 (14.67%) Spring
5 36 (13.90%) React
6 27 (10.42%) JSON
7 26 (10.04%) .NET Core
8 23 (8.88%) Spring Boot
9 22 (8.49%) RxJS
9 22 (8.49%) WebSockets
10 19 (7.34%) Kafka
11 17 (6.56%) Boost C++ Libraries
12 16 (6.18%) XML
13 14 (5.41%) .NET Framework
14 13 (5.02%) HTML
14 13 (5.02%) J2EE
15 12 (4.63%) gRPC
15 12 (4.63%) STL
16 10 (3.86%) Web Services
Miscellaneous
1 48 (18.53%) Fixed Income
2 24 (9.27%) User Experience
3 18 (6.95%) Wiki
4 16 (6.18%) Foreign Exchange (FX)
5 10 (3.86%) Hedge funds
5 10 (3.86%) SWIFT
6 9 (3.47%) Animation
6 9 (3.47%) Market Risk
7 7 (2.70%) Data Structures
7 7 (2.70%) Hybrid Cloud
8 5 (1.93%) Client/Server
8 5 (1.93%) Cloud Native
8 5 (1.93%) Data Protection Act
8 5 (1.93%) Tandem
9 4 (1.54%) Derivative
9 4 (1.54%) Linux Command Line
10 3 (1.16%) Data Centre
10 3 (1.16%) Management Information System
10 3 (1.16%) OTC Derivatives
10 3 (1.16%) Public Cloud
Operating Systems
1 73 (28.19%) Linux
2 37 (14.29%) Unix
3 33 (12.74%) Windows
4 15 (5.79%) Red Hat Enterprise Linux
5 8 (3.09%) Windows Server
6 6 (2.32%) Ubuntu
7 4 (1.54%) Amazon Linux
8 1 (0.39%) CoreOS
8 1 (0.39%) Windows 10
8 1 (0.39%) Windows Server 2012
8 1 (0.39%) Windows Server 2016
8 1 (0.39%) Windows Server 2019
Processes & Methodologies
1 149 (57.53%) DevOps
2 103 (39.77%) Agile
3 99 (38.22%) CI/CD
4 64 (24.71%) Software Engineering
5 53 (20.46%) TDD
6 51 (19.69%) Microservices
7 48 (18.53%) Test Automation
8 45 (17.37%) Problem-Solving
9 44 (16.99%) Scrum
10 43 (16.60%) Continuous Delivery
11 40 (15.44%) Computer Science
12 39 (15.06%) Continuous Integration
13 35 (13.51%) Configuration Management
14 27 (10.42%) Front End Development
15 26 (10.04%) Test Strategy
16 25 (9.65%) Electronic Trading
16 25 (9.65%) Kanban
17 22 (8.49%) Continuous Improvement
17 22 (8.49%) Unit Testing
18 19 (7.34%) SDLC
Programming Languages
1 119 (45.95%) Python
2 82 (31.66%) C#
3 71 (27.41%) SQL
4 70 (27.03%) Java
5 69 (26.64%) JavaScript
6 33 (12.74%) TypeScript
7 27 (10.42%) C++
8 26 (10.04%) Bash
8 26 (10.04%) Perl
9 18 (6.95%) Go
10 16 (6.18%) Groovy
10 16 (6.18%) Shell Script
11 15 (5.79%) PL/SQL
12 14 (5.41%) VBA
13 12 (4.63%) C
14 11 (4.25%) Ruby
15 8 (3.09%) PowerShell
16 7 (2.70%) T-SQL
17 6 (2.32%) Scala
18 5 (1.93%) SAS Macro
Qualifications
1 29 (11.20%) Security Cleared
2 26 (10.04%) SC Cleared
3 11 (4.25%) Degree
4 3 (1.16%) DBS Check
5 2 (0.77%) AWS Certification
5 2 (0.77%) BPSS Clearance
6 1 (0.39%) CTC Cleared
Quality Assurance & Compliance
1 10 (3.86%) Data Quality
2 9 (3.47%) ISO 20022
3 2 (0.77%) QA
4 1 (0.39%) Accessibility
System Software
1 93 (35.91%) Docker
2 12 (4.63%) VMware Infrastructure
3 9 (3.47%) Ceph
4 8 (3.09%) HDFS
5 7 (2.70%) GridGain
6 4 (1.54%) Oracle RAC
7 3 (1.16%) Apache ZooKeeper
7 3 (1.16%) Platform Symphony
8 1 (0.39%) Active Directory
Systems Management
1 130 (50.19%) Ansible
2 78 (30.12%) Kubernetes
3 55 (21.24%) Terraform
4 34 (13.13%) Puppet
5 31 (11.97%) Grafana
6 20 (7.72%) Prometheus
7 17 (6.56%) Docker Swarm
8 14 (5.41%) Kibana
9 13 (5.02%) ITRS Geneos
9 13 (5.02%) Mesos
9 13 (5.02%) Rancher
10 12 (4.63%) BladeLogic
11 11 (4.25%) HP Fortify
11 11 (4.25%) Istio
11 11 (4.25%) Packer
12 5 (1.93%) logstash
13 4 (1.54%) Opscode Chef
14 2 (0.77%) linkerd
14 2 (0.77%) Nagios
15 1 (0.39%) Consul
Vendors
1 45 (17.37%) Oracle
2 39 (15.06%) DevExpress
2 39 (15.06%) Splunk
2 39 (15.06%) Telerik
3 21 (8.11%) Microsoft
4 19 (7.34%) IBM
5 13 (5.02%) Dynatrace
5 13 (5.02%) Google
6 12 (4.63%) VMware
7 10 (3.86%) Informatica
8 8 (3.09%) Atlassian
8 8 (3.09%) Red Hat
9 7 (2.70%) TIBCO
10 5 (1.93%) FIS
10 5 (1.93%) SunGard
11 4 (1.54%) Black Duck
11 4 (1.54%) Coverity
11 4 (1.54%) MapR
11 4 (1.54%) Sybase
11 4 (1.54%) Talend