Period
to 13 November 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 13 November 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
13 Nov 2019
Same period 2018 Same period 2017
Rank 418 386 485
Rank change year-on-year -32 +99 +52
Contract jobs citing Artifactory 129 263 162
As % of all contract IT jobs advertised in London 0.36% 0.57% 0.35%
As % of the Development Applications category 1.96% 2.51% 1.73%
Number of daily rates quoted 49 162 98
London median daily rate £565 £575 £575
Median daily rate % change year-on-year -1.74% - +15.00%
10th Percentile £483 £425 £463
90th Percentile £703 £631 £691
England median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +10.53%
Number of hourly rates quoted 0 0 1
London median hourly rate - - £35.00
England median hourly rate £48.50 £35.00 £65.00
% change year-on-year +38.57% -46.15% -

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 6,595 10,478 9,338
As % of all contract IT jobs advertised in London 18.17% 22.67% 20.05%
Number of daily rates quoted 4,745 7,785 7,039
London median daily rate £525 £513 £500
Median daily rate % change year-on-year +2.44% +2.50% +8.11%
10th Percentile £368 £368 £350
90th Percentile £675 £650 £625
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 38 16 29
London median hourly rate £50.00 £35.00 £37.50
Median hourly rate % change year-on-year +42.86% -6.67% -6.25%
10th Percentile £20.37 £16.63 £22.64
90th Percentile £87.38 £62.89 £48.66
England median hourly rate £43.50 £42.50 £42.50
% change year-on-year +2.35% - +3.66%

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 13 November 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 13 November 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 +27 15 £588 +23.68% 9
Central London +22 8 £650 +13.04% 8
North London +9 2 £450 -
Artifactory
England

For the 6 months to 13 November 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 96 (74.42%) AWS
1 96 (74.42%) DevOps
2 90 (69.77%) Terraform
3 87 (67.44%) Java
4 85 (65.89%) Kubernetes
5 79 (61.24%) Jenkins
6 77 (59.69%) Finance
7 73 (56.59%) Agile Software Development
7 73 (56.59%) Docker
8 70 (54.26%) Python
9 69 (53.49%) Amazon S3
10 64 (49.61%) Amazon SQS
10 64 (49.61%) Web Services
10 64 (49.61%) Software Engineering
11 63 (48.84%) Serverless
12 62 (48.06%) AWS Lambda
13 56 (43.41%) AWS CloudFormation
14 54 (41.86%) Amazon Redshift
15 53 (41.09%) Amazon EC2
16 52 (40.31%) OpenShift
17 51 (39.53%) Asset Management
17 51 (39.53%) Amazon ECS
18 50 (38.76%) Amazon RDS
19 44 (34.11%) Linux
20 43 (33.33%) GitLab
21 39 (30.23%) Front Office
21 39 (30.23%) Fixed Income
21 39 (30.23%) Decision-Making
22 38 (29.46%) J2EE
23 36 (27.91%) 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 20 (15.50%) Confluence
2 12 (9.30%) WebLogic
3 6 (4.65%) Elasticsearch
4 4 (3.10%) Apache Spark
5 2 (1.55%) nginx
6 1 (0.78%) Anypoint
6 1 (0.78%) Mule
6 1 (0.78%) Mule ESB
6 1 (0.78%) Tomcat
Applications
1 8 (6.20%) Microsoft Office
Business Applications
1 10 (7.75%) Sparx Enterprise Architect
2 8 (6.20%) Oracle AML
Cloud Services
1 96 (74.42%) AWS
2 69 (53.49%) Amazon S3
3 64 (49.61%) Amazon SQS
4 63 (48.84%) Serverless
5 62 (48.06%) AWS Lambda
6 56 (43.41%) AWS CloudFormation
7 53 (41.09%) Amazon EC2
8 52 (40.31%) OpenShift
9 51 (39.53%) Amazon ECS
10 15 (11.63%) GCP
11 13 (10.08%) Azure
12 12 (9.30%) AWS Elastic Beanstalk
13 10 (7.75%) AWS Fargate
14 4 (3.10%) Amazon EKS
14 4 (3.10%) GitHub
15 2 (1.55%) Amazon CloudWatch
15 2 (1.55%) npm
15 2 (1.55%) PaaS
16 1 (0.78%) Apigee
16 1 (0.78%) BrowserStack
Communications & Networking
1 12 (9.30%) Firewall
2 2 (1.55%) HTTP
2 2 (1.55%) TCP/IP
3 1 (0.78%) Cisco Nexus
3 1 (0.78%) DNS
3 1 (0.78%) FTP
3 1 (0.78%) HTTPS
3 1 (0.78%) IMAP
3 1 (0.78%) Reverse Proxy
3 1 (0.78%) SMTP
3 1 (0.78%) SSL
Database & Business Intelligence
1 54 (41.86%) Amazon Redshift
2 50 (38.76%) Amazon RDS
3 20 (15.50%) NoSQL
4 12 (9.30%) Oracle Database
4 12 (9.30%) Oracle Database 12c
5 11 (8.53%) BusinessObjects
6 10 (7.75%) Amazon Athena
7 8 (6.20%) Oracle Database 10g
8 6 (4.65%) MySQL
8 6 (4.65%) PostgreSQL
9 4 (3.10%) Amazon Aurora
9 4 (3.10%) Apache Hive
9 4 (3.10%) Data Warehouse
10 3 (2.33%) Apache Cassandra
11 2 (1.55%) MariaDB
12 1 (0.78%) BigQuery
12 1 (0.78%) Hadoop
12 1 (0.78%) MongoDB
12 1 (0.78%) SQL Server
Development Applications
1 79 (61.24%) Jenkins
2 43 (33.33%) GitLab
3 32 (24.81%) JIRA
4 29 (22.48%) Git (software)
4 29 (22.48%) RStudio
5 24 (18.60%) Selenium
6 21 (16.28%) Maven
7 19 (14.73%) Sonatype Nexus
8 16 (12.40%) Bitbucket
8 16 (12.40%) JUnit
9 12 (9.30%) Ant
9 12 (9.30%) Eclipse
9 12 (9.30%) SonarQube
9 12 (9.30%) Subversion
9 12 (9.30%) Toad
9 12 (9.30%) Travis CI
10 8 (6.20%) CircleCI
11 6 (4.65%) Cucumber
11 6 (4.65%) TeamCity
12 3 (2.33%) Bitbucket Server
General
1 77 (59.69%) Finance
2 39 (30.23%) Front Office
3 10 (7.75%) Banking
4 7 (5.43%) Police
5 6 (4.65%) Public Sector
6 2 (1.55%) Electronics
6 2 (1.55%) Manufacturing
6 2 (1.55%) Marketing
6 2 (1.55%) Telecoms
7 1 (0.78%) Financial Institution
7 1 (0.78%) Investment Banking
7 1 (0.78%) Publishing
7 1 (0.78%) Retail Banking
Job Titles
1 75 (58.14%) Developer
2 48 (37.21%) AWS Developer
3 35 (27.13%) AWS Engineer
4 34 (26.36%) DevOps Engineer
5 26 (20.16%) Lead Developer
6 21 (16.28%) Python Engineer
7 20 (15.50%) Angular Developer
8 18 (13.95%) Java Developer
9 16 (12.40%) Python Developer
9 16 (12.40%) Senior Developer
10 15 (11.63%) React Developer
11 14 (10.85%) Data Engineer
11 14 (10.85%) Front End Developer (Client-Side Developer)
11 14 (10.85%) Java Software Developer
11 14 (10.85%) UI Developer
12 13 (10.08%) J2EE Developer
12 13 (10.08%) Java/J2EE Developer
12 13 (10.08%) Lead Java Developer
12 13 (10.08%) Lead Software Developer
13 12 (9.30%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 64 (49.61%) Web Services
2 38 (29.46%) J2EE
3 24 (18.60%) AngularJS
4 19 (14.73%) React
5 14 (10.85%) J2SE
6 12 (9.30%) JDBC
6 12 (9.30%) JSP
6 12 (9.30%) Node.js
6 12 (9.30%) Struts
7 11 (8.53%) Spring
8 10 (7.75%) .NET
8 10 (7.75%) Pandas
8 10 (7.75%) PySpark
8 10 (7.75%) pytest
9 8 (6.20%) Hibernate
9 8 (6.20%) Vue.js
10 7 (5.43%) Kafka
11 5 (3.88%) Elastic Stack
12 4 (3.10%) CSS
12 4 (3.10%) HTML
Miscellaneous
1 39 (30.23%) Fixed Income
2 24 (18.60%) Greenfield Project
3 7 (5.43%) Cloud Native
4 4 (3.10%) Data Structures
5 2 (1.55%) Analytical Skills
5 2 (1.55%) Data Centre
5 2 (1.55%) Public Cloud
5 2 (1.55%) User Experience
6 1 (0.78%) Blog
6 1 (0.78%) DataPower
6 1 (0.78%) Derivative
6 1 (0.78%) Equities
6 1 (0.78%) Equity Derivative
6 1 (0.78%) Hedge funds
6 1 (0.78%) Mobile App
6 1 (0.78%) Online Banking
Operating Systems
1 44 (34.11%) Linux
2 14 (10.85%) Red Hat Enterprise Linux
3 10 (7.75%) Unix
4 7 (5.43%) CoreOS
5 5 (3.88%) CentOS
6 2 (1.55%) Windows
7 1 (0.78%) Mac OS
7 1 (0.78%) VMS
Processes & Methodologies
1 96 (74.42%) DevOps
2 73 (56.59%) Agile Software Development
3 64 (49.61%) Software Engineering
4 51 (39.53%) Asset Management
5 39 (30.23%) Decision-Making
6 31 (24.03%) Microservices
7 29 (22.48%) Open Source
8 17 (13.18%) Continuous Integration
9 15 (11.63%) Analytics
10 14 (10.85%) Deployment Automation
11 12 (9.30%) Front End Development
11 12 (9.30%) Release Management
12 10 (7.75%) Artificial Intelligence
12 10 (7.75%) Data Science
12 10 (7.75%) Machine Learning
13 8 (6.20%) Service Design
13 8 (6.20%) User Acceptance Testing
14 7 (5.43%) Project Delivery
14 7 (5.43%) Scrum
14 7 (5.43%) Service Management
Programming Languages
1 87 (67.44%) Java
2 70 (54.26%) Python
3 25 (19.38%) JavaScript
4 22 (17.05%) R
5 17 (13.18%) SQL
6 12 (9.30%) PL/SQL
7 10 (7.75%) Go
8 9 (6.98%) C#
9 6 (4.65%) Scala
10 5 (3.88%) Bash Shell
10 5 (3.88%) Ruby
11 4 (3.10%) Rust
11 4 (3.10%) Shell Script
12 2 (1.55%) Perl
12 2 (1.55%) TypeScript
13 1 (0.78%) C++
13 1 (0.78%) Groovy
13 1 (0.78%) PHP
13 1 (0.78%) PowerShell
13 1 (0.78%) XAML
Qualifications
1 35 (27.13%) AWS Certification
2 27 (20.93%) Security Cleared
3 23 (17.83%) SC Cleared
4 1 (0.78%) CCNA
4 1 (0.78%) Cisco Certification
Quality Assurance & Compliance
1 1 (0.78%) PSD2
1 1 (0.78%) QA
System Software
1 73 (56.59%) Docker
2 3 (2.33%) Apache ZooKeeper
3 1 (0.78%) Active Directory
3 1 (0.78%) VMware Infrastructure
Systems Management
1 90 (69.77%) Terraform
2 85 (65.89%) Kubernetes
3 36 (27.91%) Ansible
4 14 (10.85%) Consul
5 7 (5.43%) Kibana
5 7 (5.43%) Puppet
6 5 (3.88%) Docker Swarm
7 4 (3.10%) logstash
7 4 (3.10%) Packer
8 3 (2.33%) Prometheus
9 2 (1.55%) Single Sign-On
9 2 (1.55%) Sysdig
10 1 (0.78%) HAProxy
10 1 (0.78%) Host Intrusion Detection System
10 1 (0.78%) Mesos
10 1 (0.78%) Network Intrusion Detection System
10 1 (0.78%) Opscode Chef
Vendors
1 13 (10.08%) Red Hat
2 12 (9.30%) Microsoft
2 12 (9.30%) Oracle
3 11 (8.53%) Sparx
3 11 (8.53%) Splunk
4 9 (6.98%) Veracode
5 6 (4.65%) Google
6 5 (3.88%) Atlassian
7 4 (3.10%) Confluent
8 3 (2.33%) Hortonworks
9 2 (1.55%) MuleSoft
9 2 (1.55%) Perforce
9 2 (1.55%) SAP
9 2 (1.55%) VMware
10 1 (0.78%) DevExpress
10 1 (0.78%) Dynatrace
10 1 (0.78%) IBM
10 1 (0.78%) Micro Focus
10 1 (0.78%) SaltStack
10 1 (0.78%) ServiceNow