Period
to 8 April 2020

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 8 April 2020 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
8 Apr 2020
Same period 2019 Same period 2018
Rank 309 415 478
Rank change year-on-year +106 +63 +52
Contract jobs citing Artifactory 174 201 172
As % of all contract jobs advertised in London 0.70% 0.47% 0.37%
As % of the Development Applications category 3.51% 2.14% 1.82%
Number of daily rates quoted 114 96 116
Median daily rate £571 £550 £575
Median daily rate % change year-on-year +3.86% -4.35% +15.00%
10th Percentile £475 £425 £456
90th Percentile £850 £675 £725
England median daily rate £550 £525 £530
% change year-on-year +4.76% -0.94% +17.78%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £35.00
England median hourly rate £48.50 - £55.00

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 4,960 9,393 9,455
As % of all contract IT jobs advertised in London 19.91% 21.98% 20.29%
Number of daily rates quoted 3,456 6,835 7,196
Median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £375 £369 £360
90th Percentile £675 £675 £638
England median daily rate £500 £500 £475
% change year-on-year - +5.26% +8.57%
Number of hourly rates quoted 60 52 23
Median hourly rate £48.50 £35.50 £46.50
Median hourly rate % change year-on-year +36.62% -23.66% +4.49%
10th Percentile £35.00 £23.43 £31.00
90th Percentile £78.75 £53.75 £165.00
Median hourly rate £40.00 £43.00 £44.75
% change year-on-year -6.98% -3.91% +9.15%

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 8 April 2020.

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 8 April 2020. 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 +36 32 £550 +2.33% 3
Central London +85 8 £650 +13.04% 6
West London - 3 £575 -
North London - 2 £450 -
East London - 1 £550 -
Artifactory
England

For the 6 months to 8 April 2020, 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.

1 136 (78.16%) DevOps
2 129 (74.14%) Agile Software Development
3 125 (71.84%) Kubernetes
4 122 (70.11%) Jenkins
5 116 (66.67%) AWS
6 114 (65.52%) Java
7 111 (63.79%) Docker
8 104 (59.77%) Terraform
9 98 (56.32%) Python
10 84 (48.28%) Finance
11 81 (46.55%) Front Office
12 80 (45.98%) OpenShift
13 76 (43.68%) Web Services
13 76 (43.68%) R
14 74 (42.53%) Asset Management
14 74 (42.53%) Fixed Income
14 74 (42.53%) Decision-Making
15 69 (39.66%) AWS CloudFormation
16 68 (39.08%) Amazon ECS
17 64 (36.78%) Software Engineering
17 64 (36.78%) Amazon S3
18 62 (35.63%) Serverless
19 61 (35.06%) AWS Lambda
19 61 (35.06%) Amazon EC2
19 61 (35.06%) Derivative
19 61 (35.06%) Equities
20 60 (34.48%) Amazon SQS
20 60 (34.48%) Amazon RDS
20 60 (34.48%) Amazon Redshift
21 55 (31.61%) Ansible

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 16 (9.20%) Elasticsearch
2 12 (6.90%) WebLogic
3 10 (5.75%) Confluence
4 4 (2.30%) Apache
4 4 (2.30%) Apache Spark
5 3 (1.72%) Tomcat
6 2 (1.15%) Jupyter
Applications
1 8 (4.60%) Microsoft Office
Business Applications
1 8 (4.60%) Oracle AML
2 5 (2.87%) Sparx Enterprise Architect
Cloud Services
1 116 (66.67%) AWS
2 80 (45.98%) OpenShift
3 69 (39.66%) AWS CloudFormation
4 68 (39.08%) Amazon ECS
5 64 (36.78%) Amazon S3
6 62 (35.63%) Serverless
7 61 (35.06%) Amazon EC2
7 61 (35.06%) AWS Lambda
8 60 (34.48%) Amazon SQS
9 42 (24.14%) Azure
10 39 (22.41%) GCP
11 14 (8.05%) GitHub
12 11 (6.32%) Amazon EKS
13 10 (5.75%) PaaS
14 8 (4.60%) IaaS
15 7 (4.02%) SonarCloud
15 7 (4.02%) Stackdriver
16 2 (1.15%) Azure Active Directory
16 2 (1.15%) Azure Data Factory
16 2 (1.15%) Power Platform
Communications & Networking
1 10 (5.75%) Firewall
2 4 (2.30%) Kerberos
2 4 (2.30%) LAN
2 4 (2.30%) TCP/IP
2 4 (2.30%) WAN
3 3 (1.72%) DHCP
4 2 (1.15%) HTTP
5 1 (0.57%) Cisco Nexus
5 1 (0.57%) DNS
5 1 (0.57%) FTP
5 1 (0.57%) IMAP
5 1 (0.57%) Network Security
5 1 (0.57%) SMTP
5 1 (0.57%) VPN
5 1 (0.57%) WLAN
Database & Business Intelligence
1 60 (34.48%) Amazon RDS
1 60 (34.48%) Amazon Redshift
2 23 (13.22%) NoSQL
3 12 (6.90%) Oracle Database
3 12 (6.90%) Oracle Database 12c
4 11 (6.32%) BusinessObjects
4 11 (6.32%) Hadoop
5 9 (5.17%) Big Data
6 8 (4.60%) Apache Cassandra
6 8 (4.60%) Oracle Database 10g
7 6 (3.45%) HBase
7 6 (3.45%) PostgreSQL
8 4 (2.30%) Flink
8 4 (2.30%) JanusGraph
9 3 (1.72%) MariaDB
9 3 (1.72%) MySQL
9 3 (1.72%) SQL Server
10 2 (1.15%) Apache Hive
10 2 (1.15%) Relational Database
10 2 (1.15%) Sqoop
Development Applications
1 122 (70.11%) Jenkins
2 52 (29.89%) GitLab
3 48 (27.59%) RStudio
4 41 (23.56%) Git (software)
5 36 (20.69%) Maven
6 28 (16.09%) JUnit
7 26 (14.94%) JIRA
8 22 (12.64%) Sonatype Nexus
9 20 (11.49%) Cucumber
10 17 (9.77%) Selenium
11 14 (8.05%) Ant
12 13 (7.47%) Subversion
13 12 (6.90%) Eclipse
13 12 (6.90%) Toad
14 9 (5.17%) CircleCI
15 8 (4.60%) SonarQube
16 7 (4.02%) Snyk
17 5 (2.87%) Bitbucket
18 4 (2.30%) Team Foundation Server
18 4 (2.30%) TeamCity
General
1 84 (48.28%) Finance
2 81 (46.55%) Front Office
3 16 (9.20%) Public Sector
4 11 (6.32%) Banking
5 10 (5.75%) Investment Banking
6 6 (3.45%) Police
7 1 (0.57%) Electronics
7 1 (0.57%) Games
7 1 (0.57%) Manufacturing
7 1 (0.57%) Marketing
7 1 (0.57%) Publishing
7 1 (0.57%) Retail
7 1 (0.57%) Telecoms
Job Titles
1 70 (40.23%) Developer
2 51 (29.31%) DevOps Engineer
3 45 (25.86%) Java Developer
4 39 (22.41%) AWS Developer
5 33 (18.97%) Lead Developer
6 32 (18.39%) Java Software Developer
6 32 (18.39%) Lead Java Developer
6 32 (18.39%) Lead Software Developer
7 30 (17.24%) AWS Engineer
8 27 (15.52%) AWS DevOps
9 24 (13.79%) Kubernetes Engineer
10 23 (13.22%) Python Engineer
11 21 (12.07%) AWS DevOps Engineer
12 20 (11.49%) Lead DevOps
12 20 (11.49%) Python Developer
13 19 (10.92%) J2EE Developer
13 19 (10.92%) Java/J2EE Developer
14 16 (9.20%) Java Engineer
14 16 (9.20%) Lead DevOps Engineer
15 11 (6.32%) Senior DevOps
Libraries, Frameworks & Software Standards
1 76 (43.68%) Web Services
2 53 (30.46%) J2EE
2 53 (30.46%) J2SE
3 26 (14.94%) .NET
3 26 (14.94%) Node.js
4 23 (13.22%) Kafka
5 22 (12.64%) Spring
6 18 (10.34%) Apache Camel
7 17 (9.77%) Elastic Stack
7 17 (9.77%) React
8 16 (9.20%) AngularJS
8 16 (9.20%) WireMock
9 14 (8.05%) Spring Boot
10 12 (6.90%) JDBC
10 12 (6.90%) JSP
10 12 (6.90%) Struts
11 11 (6.32%) Hibernate
12 8 (4.60%) Keycloak
12 8 (4.60%) LDAP
13 4 (2.30%) PySpark
Miscellaneous
1 74 (42.53%) Fixed Income
2 61 (35.06%) Derivative
2 61 (35.06%) Equities
3 29 (16.67%) Greenfield Project
4 20 (11.49%) Public Cloud
5 16 (9.20%) Cloud Native
6 15 (8.62%) Blog
7 14 (8.05%) Equity Derivative
7 14 (8.05%) Hedge funds
8 10 (5.75%) Data Centre
9 5 (2.87%) PKI
10 4 (2.30%) Enterprise Software
10 4 (2.30%) PMI
10 4 (2.30%) User Experience
11 1 (0.57%) Analytical Skills
11 1 (0.57%) Distributed Denial-of-Service
11 1 (0.57%) Enterprise Cloud
11 1 (0.57%) Linux Command Line
Operating Systems
1 52 (29.89%) Linux
2 15 (8.62%) Red Hat Enterprise Linux
3 12 (6.90%) CoreOS
4 9 (5.17%) CentOS
5 8 (4.60%) Unix
6 7 (4.02%) Windows
7 3 (1.72%) Solaris
8 1 (0.57%) Windows Server
Processes & Methodologies
1 136 (78.16%) DevOps
2 129 (74.14%) Agile Software Development
3 74 (42.53%) Asset Management
3 74 (42.53%) Decision-Making
4 64 (36.78%) Software Engineering
5 52 (29.89%) Deployment Automation
6 38 (21.84%) Microservices
7 35 (20.11%) Infrastructure Automation
8 32 (18.39%) Open Source
9 31 (17.82%) Analytics
10 28 (16.09%) Scrum
11 27 (15.52%) High Availability
12 26 (14.94%) Migration
13 25 (14.37%) Continuous Integration
14 18 (10.34%) Data Analytics
15 15 (8.62%) Infrastructure as Code
15 15 (8.62%) Low Latency
16 14 (8.05%) Investment Management
16 14 (8.05%) Portfolio Management
16 14 (8.05%) Wealth Management
Programming Languages
1 114 (65.52%) Java
2 98 (56.32%) Python
3 76 (43.68%) R
4 47 (27.01%) SQL
5 29 (16.67%) JavaScript
6 22 (12.64%) Go
7 17 (9.77%) Bash Shell
8 14 (8.05%) C++
8 14 (8.05%) PL/SQL
9 9 (5.17%) Rust
10 7 (4.02%) Ruby
11 4 (2.30%) Scala
12 3 (1.72%) Groovy
12 3 (1.72%) Perl
13 2 (1.15%) PowerShell
13 2 (1.15%) Shell Script
13 2 (1.15%) T-SQL
14 1 (0.57%) Apex Code
14 1 (0.57%) Java 8
14 1 (0.57%) SOQL
Qualifications
1 50 (28.74%) Security Cleared
2 44 (25.29%) SC Cleared
3 7 (4.02%) Computer Science Degree
3 7 (4.02%) Degree
4 4 (2.30%) AWS Certification
4 4 (2.30%) PMI Certification
5 2 (1.15%) Microsoft Certification
5 2 (1.15%) OCP
5 2 (1.15%) Oracle Certification
6 1 (0.57%) (ISC)2 CCSP
6 1 (0.57%) CCSP
6 1 (0.57%) CISA
6 1 (0.57%) Cisco Certification
6 1 (0.57%) CISM
6 1 (0.57%) CISSP
6 1 (0.57%) CSSLP
6 1 (0.57%) ISSAP
6 1 (0.57%) ISSMP
6 1 (0.57%) ITIL Certification
Quality Assurance & Compliance
1 5 (2.87%) NCSC
2 1 (0.57%) Data Quality
2 1 (0.57%) FedRAMP
2 1 (0.57%) HIPAA
2 1 (0.57%) NIST
2 1 (0.57%) PCI DSS
System Software
1 111 (63.79%) Docker
2 8 (4.60%) Apache ZooKeeper
3 4 (2.30%) Active Directory
4 2 (1.15%) HDFS
5 1 (0.57%) VMware Infrastructure
Systems Management
1 125 (71.84%) Kubernetes
2 104 (59.77%) Terraform
3 55 (31.61%) Ansible
4 17 (9.77%) Puppet
5 14 (8.05%) Kibana
6 8 (4.60%) Sysdig
7 7 (4.02%) logstash
8 6 (3.45%) Docker Swarm
8 6 (3.45%) Grafana
8 6 (3.45%) Prometheus
9 5 (2.87%) Consul
9 5 (2.87%) Opscode Chef
10 4 (2.30%) Rancher
11 3 (1.72%) Istio
12 2 (1.15%) Hadoop YARN
12 2 (1.15%) ITRS Geneos
12 2 (1.15%) Oozie
13 1 (0.57%) BladeLogic
13 1 (0.57%) Mesos
13 1 (0.57%) Single Sign-On
Vendors
1 18 (10.34%) Microsoft
2 17 (9.77%) Splunk
3 16 (9.20%) Red Hat
4 13 (7.47%) Oracle
5 9 (5.17%) Confluent
5 9 (5.17%) Google
5 9 (5.17%) Veracode
6 8 (4.60%) Dynatrace
6 8 (4.60%) Hortonworks
7 6 (3.45%) Atlassian
8 5 (2.87%) Sparx
9 4 (2.30%) Perforce
9 4 (2.30%) TIBCO
10 2 (1.15%) Cloudera
10 2 (1.15%) Databricks
10 2 (1.15%) Salesforce.com
10 2 (1.15%) StreamSets
11 1 (0.57%) MuleSoft
11 1 (0.57%) ServiceNow
11 1 (0.57%) VMware