Period
to 18 July 2019

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 July 2019 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 Jul 2019
Same period 2018 Same period 2017
Rank 373 428 487
Rank change year-on-year +55 +59 -30
Contract jobs citing Artifactory 220 210 115
As % of all contract IT jobs advertised in London 0.54% 0.45% 0.28%
As % of the Development Applications category 2.70% 2.13% 1.48%
Number of daily rates quoted 56 131 68
London median daily rate £588 £600 £525
Median daily rate % change year-on-year -2.08% +14.29% +10.53%
10th Percentile £504 £463 £421
90th Percentile £700 £700 £629
England median daily rate £545 £550 £500
% change year-on-year -0.91% +10.00% +5.26%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - £35.00 -

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 8,141 9,872 7,785
As % of all contract IT jobs advertised in London 19.90% 21.37% 18.63%
Number of daily rates quoted 5,780 7,374 5,719
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £363 £325
90th Percentile £675 £638 £625
England median daily rate £480 £475 £440
% change year-on-year +1.05% +7.95% +3.53%
Number of hourly rates quoted 43 31 35
London median hourly rate £36.00 £45.00 £37.50
Median hourly rate % change year-on-year -20.00% +20.00% -13.79%
10th Percentile £23.25 £17.00 £21.14
90th Percentile £56.30 £165.00 £56.25
England median hourly rate £44.46 £42.50 £42.50
% change year-on-year +4.61% - -

Artifactory
Job Vacancy Trend in London

Job postings citing Artifactory as a percentage of all IT jobs advertised in London.

Job vacancy trend for Artifactory in London

Artifactory
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Artifactory in London.

Contractor daily rate trend for Artifactory in London

Artifactory
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Artifactory in London over the 6 months to 18 July 2019.

Contractor 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 July 2019. 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 +19 21 £600 +15.38%
Central London +12 10 £563 -8.16% 6
Artifactory
England

For the 6 months to 18 July 2019, 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.

1 187 (85.00%) Amazon AWS
1 187 (85.00%) Terraform
2 180 (81.82%) DevOps
3 178 (80.91%) Kubernetes
4 161 (73.18%) Java
5 159 (72.27%) Finance
6 158 (71.82%) Docker
7 149 (67.73%) Amazon S3
8 148 (67.27%) Software Engineering
9 147 (66.82%) AWS Lambda
9 147 (66.82%) Serverless
10 144 (65.45%) Web Services
10 144 (65.45%) Amazon SQS
11 134 (60.91%) Agile Software Development
11 134 (60.91%) Amazon EC2
12 129 (58.64%) Amazon RDS
13 124 (56.36%) Asset Management
14 120 (54.55%) Python
15 118 (53.64%) Jenkins
16 116 (52.73%) Amazon Redshift
17 114 (51.82%) OpenShift
17 114 (51.82%) J2EE
18 98 (44.55%) AWS CloudFormation
18 98 (44.55%) Amazon ECS
19 95 (43.18%) GitLab
20 84 (38.18%) Ansible
21 77 (35.00%) Open Source
21 77 (35.00%) Front Office
22 75 (34.09%) Decision-Making
23 74 (33.64%) RStudio

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 (7.27%) Confluence
2 7 (3.18%) Elasticsearch
2 7 (3.18%) nginx
3 4 (1.82%) Apache Spark
3 4 (1.82%) Cloud Foundry
4 3 (1.36%) Anypoint
4 3 (1.36%) Mule
5 2 (0.91%) Adobe Experience Manager
6 1 (0.45%) CMS
6 1 (0.45%) Mule ESB
6 1 (0.45%) Tomcat
6 1 (0.45%) WebLogic
Cloud Services
1 187 (85.00%) Amazon AWS
2 149 (67.73%) Amazon S3
3 147 (66.82%) AWS Lambda
3 147 (66.82%) Serverless
4 144 (65.45%) Amazon SQS
5 134 (60.91%) Amazon EC2
6 114 (51.82%) OpenShift
7 98 (44.55%) Amazon ECS
7 98 (44.55%) AWS CloudFormation
8 50 (22.73%) AWS Elastic Beanstalk
9 26 (11.82%) GitHub
10 18 (8.18%) AWS Fargate
10 18 (8.18%) Microsoft Azure
11 16 (7.27%) Google Cloud Platform
12 5 (2.27%) Amazon ELB
12 5 (2.27%) Virtual Private Cloud
13 4 (1.82%) Amazon CloudWatch
13 4 (1.82%) SaaS
14 3 (1.36%) Azure Functions
14 3 (1.36%) PaaS
Communications & Networking
1 7 (3.18%) VPN
2 4 (1.82%) DNS
3 3 (1.36%) Firewall
4 2 (0.91%) IPsec
4 2 (0.91%) IPv4
4 2 (0.91%) OpenVPN
4 2 (0.91%) TCP/IP
5 1 (0.45%) Kerberos
Database & Business Intelligence
1 129 (58.64%) Amazon RDS
2 116 (52.73%) Amazon Redshift
3 29 (13.18%) NoSQL
4 18 (8.18%) Amazon Athena
5 14 (6.36%) PostgreSQL
6 8 (3.64%) Hadoop
7 7 (3.18%) MongoDB
7 7 (3.18%) MySQL
8 6 (2.73%) SQL Server
9 5 (2.27%) Amazon Aurora
9 5 (2.27%) Big Data
10 4 (1.82%) Apache Hive
10 4 (1.82%) Data Warehouse
11 3 (1.36%) DB2
12 1 (0.45%) Apache Cassandra
12 1 (0.45%) HBase
12 1 (0.45%) Oracle Database
12 1 (0.45%) Oracle Database 10g
12 1 (0.45%) Oracle Database 12c
12 1 (0.45%) Redis
Development Applications
1 118 (53.64%) Jenkins
2 95 (43.18%) GitLab
3 74 (33.64%) RStudio
4 46 (20.91%) Git (software)
5 37 (16.82%) Bitbucket
6 34 (15.45%) JIRA
7 29 (13.18%) Travis CI
8 20 (9.09%) Sonatype Nexus
9 19 (8.64%) SonarQube
10 16 (7.27%) Maven
11 5 (2.27%) Cucumber
11 5 (2.27%) JUnit
12 4 (1.82%) Atlassian Bamboo
12 4 (1.82%) Cobertura
12 4 (1.82%) Gradle
12 4 (1.82%) Hudson
12 4 (1.82%) Metasploit
12 4 (1.82%) Snyk
12 4 (1.82%) Spinnaker
12 4 (1.82%) TeamCity
General
1 159 (72.27%) Finance
2 77 (35.00%) Front Office
3 12 (5.45%) Banking
4 2 (0.91%) Investment Banking
4 2 (0.91%) Marketing
5 1 (0.45%) Financial Institution
5 1 (0.45%) Games
5 1 (0.45%) German Language
5 1 (0.45%) Retail Banking
Job Titles
1 135 (61.36%) Developer
2 119 (54.09%) AWS Developer
3 60 (27.27%) AWS Engineer
4 57 (25.91%) Angular Developer
5 46 (20.91%) DevOps Engineer
5 46 (20.91%) JavaScript Developer
6 45 (20.45%) Senior Developer
7 43 (19.55%) UI Developer
8 42 (19.09%) Lead Developer
9 39 (17.73%) JavaScript Engineer
10 38 (17.27%) UI Engineer
11 37 (16.82%) Front End Developer (Client-Side Developer)
12 34 (15.45%) Senior Software Developer
13 33 (15.00%) Python Developer
14 29 (13.18%) Java Developer
15 27 (12.27%) Java Software Developer
16 26 (11.82%) AWS DevOps
17 22 (10.00%) Data Engineer
17 22 (10.00%) React Developer
18 19 (8.64%) Python Engineer
Libraries, Frameworks & Software Standards
1 144 (65.45%) Web Services
2 114 (51.82%) J2EE
3 62 (28.18%) AngularJS
4 43 (19.55%) React
5 32 (14.55%) J2SE
6 27 (12.27%) Elastic Stack
6 27 (12.27%) Vue.js
7 25 (11.36%) Node.js
8 18 (8.18%) Pandas
8 18 (8.18%) PySpark
8 18 (8.18%) pytest
9 10 (4.55%) Kafka
10 9 (4.09%) Keycloak
11 6 (2.73%) REST
12 5 (2.27%) Spring
13 4 (1.82%) .NET
13 4 (1.82%) JSON
13 4 (1.82%) OAuth
13 4 (1.82%) OpenID
13 4 (1.82%) SAML
Miscellaneous
1 74 (33.64%) Fixed Income
2 8 (3.64%) Public Cloud
3 7 (3.18%) PKI
4 6 (2.73%) Greenfield Project
5 4 (1.82%) Analytical Skills
5 4 (1.82%) Cloud Native
5 4 (1.82%) Data Structures
6 1 (0.45%) Enterprise Software
6 1 (0.45%) Management Information System
6 1 (0.45%) Mobile App
Operating Systems
1 34 (15.45%) Linux
2 10 (4.55%) Unix
3 6 (2.73%) Ubuntu
4 5 (2.27%) CoreOS
4 5 (2.27%) Windows
5 4 (1.82%) Kali Linux
5 4 (1.82%) Solaris
6 3 (1.36%) CentOS
7 2 (0.91%) Windows Server
7 2 (0.91%) Windows Server 2012
8 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 180 (81.82%) DevOps
2 148 (67.27%) Software Engineering
3 134 (60.91%) Agile Software Development
4 124 (56.36%) Asset Management
5 77 (35.00%) Open Source
6 75 (34.09%) Decision-Making
7 55 (25.00%) Deployment Automation
8 53 (24.09%) Continuous Integration
9 47 (21.36%) Release Management
10 39 (17.73%) Front End Development
11 29 (13.18%) Microservices
12 22 (10.00%) Analytics
12 22 (10.00%) Data Science
12 22 (10.00%) Machine Learning
13 18 (8.18%) Artificial Intelligence
13 18 (8.18%) Release Automation
14 17 (7.73%) Configuration Management
15 12 (5.45%) Infrastructure as Code
16 10 (4.55%) Test Automation
17 9 (4.09%) Identity Access Management
Programming Languages
1 161 (73.18%) Java
2 120 (54.55%) Python
3 60 (27.27%) JavaScript
4 22 (10.00%) SQL
5 15 (6.82%) Ruby
6 14 (6.36%) Bash Shell
7 12 (5.45%) Go
8 10 (4.55%) C++
9 9 (4.09%) Perl
10 5 (2.27%) PHP
11 4 (1.82%) PL/SQL
11 4 (1.82%) Scala
12 3 (1.36%) C
12 3 (1.36%) Groovy
12 3 (1.36%) R
13 2 (0.91%) Rust
13 2 (0.91%) T-SQL
13 2 (0.91%) TypeScript
14 1 (0.45%) Java 8
14 1 (0.45%) PowerShell
Qualifications
1 47 (21.36%) AWS Certification
2 26 (11.82%) Security Cleared
3 23 (10.45%) SC Cleared
4 4 (1.82%) PhD
5 2 (0.91%) BPSS Clearance
5 2 (0.91%) Degree
5 2 (0.91%) DV Cleared
6 1 (0.45%) Computer Science Degree
Quality Assurance & Compliance
1 1 (0.45%) QA
System Software
1 158 (71.82%) Docker
2 3 (1.36%) Squid
2 3 (1.36%) VMware Infrastructure
3 2 (0.91%) Active Directory
4 1 (0.45%) iptables
Systems Management
1 187 (85.00%) Terraform
2 178 (80.91%) Kubernetes
3 84 (38.18%) Ansible
4 21 (9.55%) Puppet
5 18 (8.18%) Opscode Chef
5 18 (8.18%) Sysdig
6 9 (4.09%) Prometheus
7 8 (3.64%) Mesos
7 8 (3.64%) Packer
8 6 (2.73%) Consul
8 6 (2.73%) Docker Swarm
8 6 (2.73%) Kibana
8 6 (2.73%) logstash
9 4 (1.82%) Nessus
9 4 (1.82%) Nmap
9 4 (1.82%) Rancher
10 3 (1.36%) Graphite
10 3 (1.36%) HAProxy
10 3 (1.36%) rkt
10 3 (1.36%) ZABBIX
Vendors
1 11 (5.00%) Google
2 9 (4.09%) Oracle
3 8 (3.64%) Atlassian
4 7 (3.18%) Microsoft
5 5 (2.27%) Hortonworks
5 5 (2.27%) VMware
6 4 (1.82%) Qualys
6 4 (1.82%) SaltStack
7 3 (1.36%) Dynatrace
7 3 (1.36%) MuleSoft
8 2 (0.91%) Adobe
8 2 (0.91%) Perforce
8 2 (0.91%) Red Hat
8 2 (0.91%) Veracode
9 1 (0.45%) DevExpress
9 1 (0.45%) hybris
9 1 (0.45%) Palo Alto
9 1 (0.45%) Splunk