Period
to 10 August 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 10 August 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
10 Aug 2020
Same period 2019 Same period 2018
Rank 202 372 406
Rank change year-on-year +170 +34 +83
Contract jobs citing Artifactory 183 223 237
As % of all contract jobs advertised in London 1.20% 0.55% 0.51%
As % of the Development Applications category 5.86% 2.84% 2.34%
Number of daily rates quoted 147 68 159
Median daily rate £550 £600 £600
Median daily rate % change year-on-year -8.33% - +9.09%
10th Percentile £488 £500 £462
90th Percentile £750 £713 £700
England median daily rate £550 £550 £550
Number of hourly rates quoted 4 0 0
Median hourly rate £35.00 - -
England median hourly rate £35.00 - £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 3,123 7,840 10,119
As % of all contract IT jobs advertised in London 20.52% 19.48% 21.95%
Number of daily rates quoted 2,124 5,547 7,544
Median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £375 £363 £363
90th Percentile £700 £675 £650
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 36 35 27
Median hourly rate £35.00 £44.92 £45.00
Median hourly rate % change year-on-year -22.08% -0.19% +38.46%
Median hourly rate £44.00 £45.00 £42.38
% change year-on-year -2.22% +6.19% +4.63%

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 10 August 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 10 August 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 +34 12 £510 -15.00%
Central London +137 9 £525 -6.67% 3
Artifactory
England

For the 6 months to 10 August 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.

1 155 (84.70%) DevOps
2 148 (80.87%) Jenkins
3 147 (80.33%) AWS
4 141 (77.05%) Kubernetes
5 140 (76.50%) Java
6 132 (72.13%) Python
6 132 (72.13%) Docker
7 122 (66.67%) Agile Software Development
8 118 (64.48%) Finance
9 117 (63.93%) Web Services
10 115 (62.84%) Asset Management
11 109 (59.56%) Amazon ECS
12 107 (58.47%) Amazon Redshift
13 106 (57.92%) AWS Lambda
13 106 (57.92%) Serverless
14 93 (50.82%) Software Engineering
15 88 (48.09%) Azure
15 88 (48.09%) Terraform
16 87 (47.54%) GitLab
17 81 (44.26%) SQL
18 76 (41.53%) OpenShift
19 71 (38.80%) Front Office
20 70 (38.25%) GCP
20 70 (38.25%) Microservices
21 69 (37.70%) AWS CloudFormation
22 68 (37.16%) Decision-Making
22 68 (37.16%) Fixed Income
22 68 (37.16%) Equities
22 68 (37.16%) Derivative
23 65 (35.52%) Deployment 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 50 (27.32%) Apache
2 12 (6.56%) Confluence
3 11 (6.01%) Jupyter
4 9 (4.92%) Apache Spark
5 4 (2.19%) IIS
6 1 (0.55%) Elasticsearch
6 1 (0.55%) SAS
6 1 (0.55%) Tomcat
Business Applications
1 5 (2.73%) Sparx Enterprise Architect
Cloud Services
1 147 (80.33%) AWS
2 109 (59.56%) Amazon ECS
3 106 (57.92%) AWS Lambda
3 106 (57.92%) Serverless
4 88 (48.09%) Azure
5 76 (41.53%) OpenShift
6 70 (38.25%) GCP
7 69 (37.70%) AWS CloudFormation
8 62 (33.88%) Amazon EC2
8 62 (33.88%) Amazon S3
9 59 (32.24%) Amazon SQS
10 47 (25.68%) Apigee
11 8 (4.37%) PaaS
12 7 (3.83%) Azure Data Factory
12 7 (3.83%) GitHub
13 6 (3.28%) Amazon EKS
14 5 (2.73%) IaaS
14 5 (2.73%) Kong
14 5 (2.73%) Power Platform
15 3 (1.64%) Stackdriver
Communications & Networking
1 9 (4.92%) Firewall
2 3 (1.64%) Kerberos
3 2 (1.09%) LAN
3 2 (1.09%) VPN
3 2 (1.09%) WAN
4 1 (0.55%) Cisco Nexus
4 1 (0.55%) DHCP
4 1 (0.55%) HTTP
4 1 (0.55%) Network Security
4 1 (0.55%) TCP/IP
4 1 (0.55%) WLAN
Database & Business Intelligence
1 107 (58.47%) Amazon Redshift
2 59 (32.24%) Amazon RDS
3 56 (30.60%) SQL Server
4 54 (29.51%) MySQL
5 51 (27.87%) PostgreSQL
6 19 (10.38%) NoSQL
7 18 (9.84%) Data Warehouse
8 12 (6.56%) Big Data
9 8 (4.37%) Hadoop
10 7 (3.83%) Data Lake
10 7 (3.83%) HBase
11 6 (3.28%) MongoDB
12 5 (2.73%) Power BI
13 4 (2.19%) Apache Hive
13 4 (2.19%) Cosmos DB
13 4 (2.19%) Impala
13 4 (2.19%) Sqoop
14 3 (1.64%) Apache Cassandra
14 3 (1.64%) Azure SQL Database
14 3 (1.64%) JanusGraph
Development Applications
1 148 (80.87%) Jenkins
2 87 (47.54%) GitLab
3 42 (22.95%) RStudio
4 36 (19.67%) Git (software)
5 21 (11.48%) Maven
6 19 (10.38%) JIRA
6 19 (10.38%) SonarQube
7 13 (7.10%) Cucumber
7 13 (7.10%) JUnit
7 13 (7.10%) Sonatype Nexus
8 8 (4.37%) Selenium
8 8 (4.37%) Subversion
8 8 (4.37%) TeamCity
9 7 (3.83%) Team Foundation Server
10 6 (3.28%) Visual Studio Team System
11 5 (2.73%) Bitbucket
11 5 (2.73%) CircleCI
11 5 (2.73%) gulp
12 4 (2.19%) Liquibase
12 4 (2.19%) VisualSVN
General
1 118 (64.48%) Finance
2 71 (38.80%) Front Office
3 61 (33.33%) Banking
4 18 (9.84%) Back Office
5 12 (6.56%) Public Sector
6 9 (4.92%) Police
7 8 (4.37%) Investment Banking
8 1 (0.55%) Games
8 1 (0.55%) International Banking
8 1 (0.55%) Law
Job Titles
1 74 (40.44%) Developer
2 63 (34.43%) Java Developer
3 53 (28.96%) Java Software Developer
4 46 (25.14%) AWS Engineer
5 44 (24.04%) AWS Developer
5 44 (24.04%) DevOps Engineer
6 43 (23.50%) Java Engineer
7 36 (19.67%) AWS DevOps
8 27 (14.75%) Developer/Software Engineer
8 27 (14.75%) Java Software Engineer
8 27 (14.75%) Lead Developer
8 27 (14.75%) Software Engineer
8 27 (14.75%) SQL Developer
9 26 (14.21%) Architect
9 26 (14.21%) Lead Java Developer
9 26 (14.21%) Lead Software Developer
10 25 (13.66%) AWS DevOps Engineer
11 23 (12.57%) Python Engineer
11 23 (12.57%) Solutions Architect
12 21 (11.48%) AWS Architect
Libraries, Frameworks & Software Standards
1 117 (63.93%) Web Services
2 52 (28.42%) J2EE
2 52 (28.42%) J2SE
3 47 (25.68%) gRPC
3 47 (25.68%) OAuth
3 47 (25.68%) Swagger
4 20 (10.93%) Node.js
5 19 (10.38%) Kafka
6 16 (8.74%) .NET
6 16 (8.74%) React
7 15 (8.20%) AngularJS
8 14 (7.65%) Spring
8 14 (7.65%) Spring Boot
9 13 (7.10%) Apache Camel
10 11 (6.01%) WireMock
11 8 (4.37%) ADO
11 8 (4.37%) PySpark
12 6 (3.28%) Elastic Stack
12 6 (3.28%) Hibernate
13 5 (2.73%) REST
Miscellaneous
1 68 (37.16%) Derivative
1 68 (37.16%) Equities
1 68 (37.16%) Fixed Income
2 56 (30.60%) Hedge funds
3 37 (20.22%) Greenfield Project
4 13 (7.10%) Public Cloud
5 10 (5.46%) Blog
6 9 (4.92%) Equity Derivative
7 8 (4.37%) Cloud Native
7 8 (4.37%) Enterprise Software
7 8 (4.37%) PMI
8 4 (2.19%) Data Centre
9 3 (1.64%) User Experience
10 2 (1.09%) iPad
10 2 (1.09%) Linux Command Line
11 1 (0.55%) Analytical Skills
11 1 (0.55%) Distributed Denial-of-Service
11 1 (0.55%) Hybrid Cloud
Operating Systems
1 32 (17.49%) Linux
2 15 (8.20%) CentOS
3 8 (4.37%) CoreOS
3 8 (4.37%) Unix
3 8 (4.37%) Windows
4 5 (2.73%) Red Hat Enterprise Linux
5 1 (0.55%) Debian
5 1 (0.55%) Fedora
5 1 (0.55%) Solaris
5 1 (0.55%) Windows Server
Processes & Methodologies
1 155 (84.70%) DevOps
2 122 (66.67%) Agile Software Development
3 115 (62.84%) Asset Management
4 93 (50.82%) Software Engineering
5 70 (38.25%) Microservices
6 68 (37.16%) Decision-Making
7 65 (35.52%) Deployment Automation
8 56 (30.60%) Investment Management
9 42 (22.95%) Infrastructure Automation
10 30 (16.39%) Mentoring
11 25 (13.66%) Technology Roadmap
12 23 (12.57%) High Availability
13 22 (12.02%) Analytics
13 22 (12.02%) Scrum
14 19 (10.38%) Open Source
15 16 (8.74%) Test Automation
16 15 (8.20%) Migration
17 12 (6.56%) Continuous Improvement
18 11 (6.01%) Low Latency
19 9 (4.92%) Infrastructure as Code
Programming Languages
1 140 (76.50%) Java
2 132 (72.13%) Python
3 81 (44.26%) SQL
4 55 (30.05%) R
5 23 (12.57%) JavaScript
6 12 (6.56%) Bash Shell
7 9 (4.92%) C++
8 8 (4.37%) Groovy
8 8 (4.37%) Scala
9 6 (3.28%) Perl
9 6 (3.28%) PowerShell
10 5 (2.73%) Go
10 5 (2.73%) Rust
11 2 (1.09%) Ruby
12 1 (0.55%) C#
12 1 (0.55%) Java 8
12 1 (0.55%) PL/SQL
12 1 (0.55%) SOQL
12 1 (0.55%) SOSL
12 1 (0.55%) T-SQL
Qualifications
1 19 (10.38%) Security Cleared
2 18 (9.84%) Sun Certification
3 14 (7.65%) SC Cleared
4 8 (4.37%) PMI Certification
5 4 (2.19%) AWS Certification
5 4 (2.19%) Microsoft Certification
6 3 (1.64%) Computer Science Degree
6 3 (1.64%) Degree
7 2 (1.09%) BPSS Clearance
7 2 (1.09%) DV Cleared
8 1 (0.55%) (ISC)2 CCSP
8 1 (0.55%) CCSP
8 1 (0.55%) CISA
8 1 (0.55%) CISM
8 1 (0.55%) CSSLP
8 1 (0.55%) ISSAP
8 1 (0.55%) ISSMP
8 1 (0.55%) ITIL Certification
8 1 (0.55%) OCP
8 1 (0.55%) Oracle Certification
Quality Assurance & Compliance
1 1 (0.55%) Data Quality
1 1 (0.55%) FedRAMP
1 1 (0.55%) HIPAA
1 1 (0.55%) NIST
1 1 (0.55%) PCI DSS
System Software
1 132 (72.13%) Docker
2 4 (2.19%) HDFS
3 3 (1.64%) Gluster
4 1 (0.55%) Active Directory
Systems Management
1 141 (77.05%) Kubernetes
2 88 (48.09%) Terraform
3 30 (16.39%) Ansible
4 12 (6.56%) Consul
5 8 (4.37%) Packer
6 7 (3.83%) Grafana
7 4 (2.19%) Hadoop YARN
7 4 (2.19%) Oozie
7 4 (2.19%) Prometheus
7 4 (2.19%) Rancher
8 3 (1.64%) Istio
8 3 (1.64%) Kibana
8 3 (1.64%) Nagios
8 3 (1.64%) Opscode Chef
8 3 (1.64%) Red Hat Satellite
9 2 (1.09%) BladeLogic
9 2 (1.09%) Docker Swarm
9 2 (1.09%) ITRS Geneos
9 2 (1.09%) Puppet
10 1 (0.55%) Mesos
Vendors
1 51 (27.87%) Google
2 35 (19.13%) Oracle
3 15 (8.20%) Microsoft
4 14 (7.65%) Splunk
5 7 (3.83%) Databricks
6 5 (2.73%) Cloudera
6 5 (2.73%) Confluent
6 5 (2.73%) Dynatrace
6 5 (2.73%) Sparx
6 5 (2.73%) Veracode
7 4 (2.19%) Micro Focus
7 4 (2.19%) Red Hat
7 4 (2.19%) RedGate
7 4 (2.19%) ServiceNow
7 4 (2.19%) StreamSets
8 3 (1.64%) New Relic
9 2 (1.09%) Atlassian
9 2 (1.09%) Salesforce.com
9 2 (1.09%) TIBCO
10 1 (0.55%) Perforce