Period
to 10 August 2020

The following table provides summary statistics for contract job vacancies advertised in England 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
UK > England
6 months to
10 Aug 2020
Same period 2019 Same period 2018
Rank 311 474 519
Rank change year-on-year +163 +45 +119
Contract jobs citing Artifactory 213 374 379
As % of all contract jobs advertised in England 0.69% 0.45% 0.40%
As % of the Development Applications category 3.74% 2.34% 1.96%
Number of daily rates quoted 161 161 255
Median daily rate £550 £550 £550
10th Percentile £461 £430 £388
90th Percentile £750 £700 £665
UK median daily rate £550 £545 £550
% change year-on-year +0.92% -0.91% +10.00%
Number of hourly rates quoted 4 0 4
Median hourly rate £35.00 - £35.00
UK 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 England with a requirement for development application skills.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 5,696 15,949 19,358
As % of all contract IT jobs advertised in England 18.34% 19.07% 20.50%
Number of daily rates quoted 3,716 10,522 13,396
Median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% - +5.56%
10th Percentile £331 £338 £325
90th Percentile £675 £638 £625
UK median daily rate £500 £475 £473
% change year-on-year +5.26% +0.53% +5.70%
Number of hourly rates quoted 116 235 204
Median hourly rate £44.00 £45.00 £42.38
Median hourly rate % change year-on-year -2.22% +6.19% +4.63%
10th Percentile £25.92 £21.25 £26.33
90th Percentile £59.00 £55.30 £54.63
Median hourly rate £44.00 £44.00 £42.50
% change year-on-year - +3.53% +3.03%

Artifactory
Job Vacancy Trend in England

Job postings citing Artifactory as a proportion of all IT jobs advertised in England.

Job vacancy trend for Artifactory in England

Artifactory
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Artifactory in England.

Daily rate trend for Artifactory in England

Artifactory
Daily Rate Histogram in England

Daily rate distribution for jobs citing Artifactory in England over the 6 months to 10 August 2020.

Daily rate histogram for Artifactory in England

Artifactory
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Artifactory in England.

Hourly rate trend for Artifactory in England

Artifactory
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the England 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
London +170 183 £550 -8.33% 14
Midlands +88 15 £437 -12.65% 2
West Midlands +67 13 £416 -16.75% 1
Yorkshire +87 8 £476 -1.80%
North of England +73 8 £476 +5.13% 2
South West +63 5 - - 3
South East +155 2 - - 1
East Midlands +58 2 £450 -7.69% 1
East of England +55 1 - - 1
Artifactory
UK

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 England region with a requirement for Artifactory.

1 173 (81.22%) AWS
1 173 (81.22%) Jenkins
1 173 (81.22%) DevOps
2 163 (76.53%) Java
3 144 (67.61%) Kubernetes
4 140 (65.73%) Agile Software Development
5 136 (63.85%) Docker
6 133 (62.44%) Python
7 121 (56.81%) Finance
8 120 (56.34%) Amazon Redshift
9 118 (55.40%) Web Services
10 115 (53.99%) Asset Management
11 110 (51.64%) Azure
12 109 (51.17%) Amazon ECS
13 107 (50.23%) Software Engineering
14 106 (49.77%) Serverless
14 106 (49.77%) AWS Lambda
15 103 (48.36%) Terraform
16 97 (45.54%) SQL
17 96 (45.07%) GitLab
18 83 (38.97%) Microservices
19 78 (36.62%) OpenShift
20 72 (33.80%) GCP
21 71 (33.33%) Front Office
22 69 (32.39%) AWS CloudFormation
23 68 (31.92%) Decision-Making
23 68 (31.92%) Fixed Income
23 68 (31.92%) Equities
23 68 (31.92%) Derivative
24 66 (30.99%) Deployment Automation

Artifactory
Co-occurring IT Skills in England 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 51 (23.94%) Apache
2 14 (6.57%) SAS
3 12 (5.63%) Confluence
4 11 (5.16%) Jupyter
5 9 (4.23%) Apache Spark
6 4 (1.88%) IIS
7 3 (1.41%) Tomcat
8 1 (0.47%) Elasticsearch
8 1 (0.47%) OpenStack
8 1 (0.47%) Oracle SOA Suite
8 1 (0.47%) WebSphere
Business Applications
1 5 (2.35%) Sparx Enterprise Architect
Cloud Services
1 173 (81.22%) AWS
2 110 (51.64%) Azure
3 109 (51.17%) Amazon ECS
4 106 (49.77%) AWS Lambda
4 106 (49.77%) Serverless
5 78 (36.62%) OpenShift
6 72 (33.80%) GCP
7 69 (32.39%) AWS CloudFormation
8 62 (29.11%) Amazon EC2
8 62 (29.11%) Amazon S3
9 59 (27.70%) Amazon SQS
10 47 (22.07%) Apigee
11 18 (8.45%) PaaS
12 12 (5.63%) Kong
12 12 (5.63%) Power Platform
13 7 (3.29%) Azure Data Factory
13 7 (3.29%) GitHub
14 6 (2.82%) Amazon EKS
14 6 (2.82%) Cloud Computing
15 5 (2.35%) IaaS
Communications & Networking
1 11 (5.16%) Firewall
2 4 (1.88%) LAN
2 4 (1.88%) WAN
3 3 (1.41%) DHCP
3 3 (1.41%) Kerberos
3 3 (1.41%) TCP/IP
4 2 (0.94%) VPN
5 1 (0.47%) Cisco Nexus
5 1 (0.47%) HTTP
5 1 (0.47%) Network Security
5 1 (0.47%) WLAN
Database & Business Intelligence
1 120 (56.34%) Amazon Redshift
2 59 (27.70%) Amazon RDS
3 56 (26.29%) SQL Server
4 55 (25.82%) MySQL
5 51 (23.94%) PostgreSQL
6 29 (13.62%) Data Warehouse
7 20 (9.39%) Hadoop
8 19 (8.92%) NoSQL
9 13 (6.10%) Oracle Database
10 12 (5.63%) Big Data
10 12 (5.63%) Power BI
11 10 (4.69%) Pentaho
12 8 (3.76%) SAS EBI
13 7 (3.29%) BusinessObjects XI
13 7 (3.29%) Data Lake
13 7 (3.29%) HBase
14 6 (2.82%) MongoDB
15 4 (1.88%) Cosmos DB
15 4 (1.88%) Impala
15 4 (1.88%) Sqoop
Development Applications
1 173 (81.22%) Jenkins
2 96 (45.07%) GitLab
3 62 (29.11%) Git (software)
4 45 (21.13%) Maven
5 42 (19.72%) RStudio
6 26 (12.21%) SonarQube
7 23 (10.80%) Sonatype Nexus
8 22 (10.33%) JIRA
9 18 (8.45%) Bitbucket
10 16 (7.51%) Cucumber
10 16 (7.51%) JUnit
11 11 (5.16%) TeamCity
12 9 (4.23%) Team Foundation Server
13 8 (3.76%) Selenium
13 8 (3.76%) Subversion
14 6 (2.82%) gulp
14 6 (2.82%) Visual Studio Team System
15 5 (2.35%) CircleCI
16 4 (1.88%) IBM UrbanCode
16 4 (1.88%) Liquibase
General
1 121 (56.81%) Finance
2 71 (33.33%) Front Office
3 64 (30.05%) Banking
4 18 (8.45%) Back Office
5 17 (7.98%) Public Sector
6 9 (4.23%) Police
7 8 (3.76%) Investment Banking
8 1 (0.47%) Games
8 1 (0.47%) International Banking
8 1 (0.47%) Law
Job Titles
1 89 (41.78%) Developer
2 69 (32.39%) Java Developer
3 53 (24.88%) Java Software Developer
4 47 (22.07%) AWS Engineer
4 47 (22.07%) DevOps Engineer
5 46 (21.60%) Java Engineer
6 44 (20.66%) AWS Developer
7 37 (17.37%) AWS DevOps
8 34 (15.96%) Software Engineer
9 29 (13.62%) Lead Developer
10 28 (13.15%) Java Software Engineer
10 28 (13.15%) SQL Developer
11 27 (12.68%) Developer/Software Engineer
11 27 (12.68%) Lead Java Developer
11 27 (12.68%) Lead Software Developer
12 26 (12.21%) Architect
12 26 (12.21%) AWS DevOps Engineer
13 23 (10.80%) Python Engineer
13 23 (10.80%) Solutions Architect
14 21 (9.86%) AWS Architect
Libraries, Frameworks & Software Standards
1 118 (55.40%) Web Services
2 52 (24.41%) J2EE
2 52 (24.41%) J2SE
3 47 (22.07%) gRPC
3 47 (22.07%) OAuth
3 47 (22.07%) Swagger
4 26 (12.21%) Kafka
4 26 (12.21%) Node.js
5 21 (9.86%) Spring
6 20 (9.39%) Spring Boot
7 18 (8.45%) .NET
8 16 (7.51%) Apache Camel
8 16 (7.51%) React
9 15 (7.04%) AngularJS
10 14 (6.57%) WireMock
11 13 (6.10%) Hibernate
12 12 (5.63%) RabbitMQ
13 9 (4.23%) Apache CXF
13 9 (4.23%) Dropwizard
13 9 (4.23%) JAX-RS
Miscellaneous
1 68 (31.92%) Derivative
1 68 (31.92%) Equities
1 68 (31.92%) Fixed Income
2 56 (26.29%) Hedge funds
3 37 (17.37%) Greenfield Project
4 13 (6.10%) Public Cloud
5 10 (4.69%) Blog
6 9 (4.23%) Equity Derivative
6 9 (4.23%) User Experience
7 8 (3.76%) Cloud Native
7 8 (3.76%) Enterprise Software
7 8 (3.76%) PMI
8 4 (1.88%) Data Centre
9 3 (1.41%) Linux Command Line
10 2 (0.94%) iPad
11 1 (0.47%) Analytical Skills
11 1 (0.47%) Distributed Denial-of-Service
11 1 (0.47%) Hybrid Cloud
Operating Systems
1 37 (17.37%) Linux
2 24 (11.27%) Unix
3 15 (7.04%) CentOS
4 11 (5.16%) Windows
5 8 (3.76%) CoreOS
6 5 (2.35%) Red Hat Enterprise Linux
7 3 (1.41%) Solaris
8 2 (0.94%) Android
9 1 (0.47%) Debian
9 1 (0.47%) Fedora
9 1 (0.47%) Windows Server
Processes & Methodologies
1 173 (81.22%) DevOps
2 140 (65.73%) Agile Software Development
3 115 (53.99%) Asset Management
4 107 (50.23%) Software Engineering
5 83 (38.97%) Microservices
6 68 (31.92%) Decision-Making
7 66 (30.99%) Deployment Automation
8 56 (26.29%) Investment Management
9 42 (19.72%) Infrastructure Automation
10 37 (17.37%) Scrum
11 33 (15.49%) Analytics
12 30 (14.08%) Mentoring
13 26 (12.21%) High Availability
14 25 (11.74%) Technology Roadmap
15 21 (9.86%) Infrastructure as Code
16 20 (9.39%) Data Analytics
16 20 (9.39%) Test Automation
17 19 (8.92%) Migration
17 19 (8.92%) Open Source
18 13 (6.10%) Continuous Improvement
Programming Languages
1 163 (76.53%) Java
2 133 (62.44%) Python
3 97 (45.54%) SQL
4 55 (25.82%) R
5 29 (13.62%) JavaScript
6 14 (6.57%) PL/SQL
7 13 (6.10%) Bash Shell
8 9 (4.23%) C++
9 8 (3.76%) Groovy
9 8 (3.76%) Scala
10 6 (2.82%) Go
10 6 (2.82%) Perl
10 6 (2.82%) PowerShell
11 5 (2.35%) Rust
12 2 (0.94%) Apple Swift
12 2 (0.94%) Objective-C
12 2 (0.94%) Ruby
13 1 (0.47%) C#
13 1 (0.47%) PHP
13 1 (0.47%) T-SQL
Qualifications
1 23 (10.80%) Security Cleared
2 18 (8.45%) SC Cleared
2 18 (8.45%) Sun Certification
3 8 (3.76%) PMI Certification
4 4 (1.88%) AWS Certification
4 4 (1.88%) Microsoft Certification
5 3 (1.41%) BPSS Clearance
5 3 (1.41%) Computer Science Degree
5 3 (1.41%) Degree
5 3 (1.41%) ITIL Certification
6 2 (0.94%) DV Cleared
7 1 (0.47%) CCSP
7 1 (0.47%) CISA
7 1 (0.47%) Cisco Certification
7 1 (0.47%) CISM
7 1 (0.47%) CISSP
7 1 (0.47%) ISSAP
7 1 (0.47%) ISSMP
7 1 (0.47%) OCP
7 1 (0.47%) Oracle Certification
Quality Assurance & Compliance
1 1 (0.47%) Data Quality
1 1 (0.47%) FedRAMP
1 1 (0.47%) HIPAA
1 1 (0.47%) NIST
1 1 (0.47%) PCI DSS
System Software
1 136 (63.85%) Docker
2 4 (1.88%) HDFS
3 3 (1.41%) Active Directory
3 3 (1.41%) Gluster
Systems Management
1 144 (67.61%) Kubernetes
2 103 (48.36%) Terraform
3 47 (22.07%) Ansible
4 12 (5.63%) Consul
5 10 (4.69%) Grafana
6 8 (3.76%) Packer
7 6 (2.82%) Kibana
7 6 (2.82%) Prometheus
8 4 (1.88%) Hadoop YARN
8 4 (1.88%) Oozie
8 4 (1.88%) Rancher
9 3 (1.41%) Istio
9 3 (1.41%) Nagios
9 3 (1.41%) Opscode Chef
9 3 (1.41%) Red Hat Satellite
10 2 (0.94%) BladeLogic
10 2 (0.94%) Docker Swarm
10 2 (0.94%) ITRS Geneos
10 2 (0.94%) Puppet
11 1 (0.47%) Mesos
Vendors
1 51 (23.94%) Google
2 49 (23.00%) Oracle
3 22 (10.33%) Microsoft
4 17 (7.98%) Cloudera
5 16 (7.51%) Splunk
6 7 (3.29%) Databricks
7 6 (2.82%) Red Hat
8 5 (2.35%) Confluent
8 5 (2.35%) Dynatrace
8 5 (2.35%) Sparx
8 5 (2.35%) Veracode
9 4 (1.88%) Micro Focus
9 4 (1.88%) RedGate
9 4 (1.88%) ServiceNow
9 4 (1.88%) StreamSets
9 4 (1.88%) TIBCO
9 4 (1.88%) Trillium
10 3 (1.41%) New Relic
11 2 (0.94%) Atlassian
11 2 (0.94%) Xamarin