Period
to 29 November 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 29 November 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
29 Nov 2020
Same period 2019 Same period 2018
Rank 313 549 513
Rank change year-on-year +236 -36 +107
Contract jobs citing Artifactory 208 229 395
As % of all contract jobs advertised in England 0.68% 0.31% 0.42%
As % of the Development Applications category 3.84% 1.79% 1.95%
Number of daily rates quoted 168 119 254
Median daily rate £550 £538 £539
Median daily rate % change year-on-year +2.23% -0.19% -2.00%
10th Percentile £463 £419 £372
90th Percentile £750 £650 £631
UK median daily rate £550 £525 £525
% change year-on-year +4.76% - -4.55%
Number of hourly rates quoted 8 1 4
Median hourly rate £38.75 £48.50 £35.00
Median hourly rate % change year-on-year -20.10% +38.57% -30.00%
UK median hourly rate £38.75 £48.50 £35.00
% change year-on-year -20.10% +38.57% -30.00%

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 5,416 12,792 20,276
As % of all contract IT jobs advertised in England 17.68% 17.15% 21.35%
Number of daily rates quoted 3,443 8,497 14,060
Median daily rate £475 £475 £475
10th Percentile £315 £331 £325
90th Percentile £650 £644 £625
UK median daily rate £475 £475 £475
Number of hourly rates quoted 126 196 206
Median hourly rate £45.00 £42.75 £42.50
Median hourly rate % change year-on-year +5.26% +0.59% -
10th Percentile £35.00 £17.38 £27.50
90th Percentile £60.50 £71.00 £53.75
Median hourly rate £42.75 £43.50 £42.50
% change year-on-year -1.72% +2.35% -

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 29 November 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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Artifactory in England over the 6 months to 29 November 2020.

Hourly rate histogram 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 29 November 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 +198 165 £550 -2.65% 18
East of England +78 10 £486 +8.06% 3
South West +98 8 £450 -16.36% 1
North of England +109 5 £600 +10.34% 6
Midlands +60 4 £473 -5.50% 5
North West +69 3 - - 5
South East +156 2 - - 3
North East +38 2 £600 -
East Midlands - 2 £365 - 1
Artifactory
UK

For the 6 months to 29 November 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.

1 172 (82.69%) Jenkins
2 163 (78.37%) DevOps
3 150 (72.12%) Docker
4 148 (71.15%) Kubernetes
4 148 (71.15%) AWS
5 146 (70.19%) Python
6 142 (68.27%) Java
7 124 (59.62%) Finance
8 119 (57.21%) Azure
9 112 (53.85%) Agile Software Development
10 108 (51.92%) Web Services
11 101 (48.56%) GitLab
12 100 (48.08%) Asset Management
13 95 (45.67%) Microservices
14 93 (44.71%) Amazon ECS
15 92 (44.23%) Amazon Redshift
16 91 (43.75%) Serverless
16 91 (43.75%) AWS Lambda
17 88 (42.31%) Software Engineering
18 83 (39.90%) SQL
19 78 (37.50%) Terraform
20 75 (36.06%) SQL Server
21 73 (35.10%) MySQL
22 71 (34.13%) Banking
23 68 (32.69%) GCP
24 66 (31.73%) Git (software)
25 65 (31.25%) PostgreSQL
26 64 (30.77%) Linux
26 64 (30.77%) Hedge funds
26 64 (30.77%) Investment Management

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 61 (29.33%) Apache
2 21 (10.10%) Confluence
3 13 (6.25%) IIS
4 12 (5.77%) Elasticsearch
5 8 (3.85%) Jupyter
6 7 (3.37%) Tomcat
7 5 (2.40%) Oracle SOA Suite
8 3 (1.44%) nginx
9 2 (0.96%) JBoss
10 1 (0.48%) Adobe Experience Manager
10 1 (0.48%) Apache Solr
10 1 (0.48%) Apache Spark
10 1 (0.48%) Cloud Foundry
10 1 (0.48%) Jetty
10 1 (0.48%) SAS
10 1 (0.48%) WebLogic
Cloud Services
1 148 (71.15%) AWS
2 119 (57.21%) Azure
3 93 (44.71%) Amazon ECS
4 91 (43.75%) AWS Lambda
4 91 (43.75%) Serverless
5 68 (32.69%) GCP
6 55 (26.44%) Apigee
6 55 (26.44%) OpenShift
7 41 (19.71%) Amazon EC2
8 39 (18.75%) Amazon S3
8 39 (18.75%) AWS CloudFormation
9 36 (17.31%) Amazon SQS
10 20 (9.62%) GitHub
11 18 (8.65%) Amazon EKS
12 12 (5.77%) PaaS
13 10 (4.81%) Kong
14 6 (2.88%) Azure Data Factory
15 3 (1.44%) Datadog
15 3 (1.44%) IaaS
15 3 (1.44%) Route 53
Communications & Networking
1 5 (2.40%) Firewall
1 5 (2.40%) HTTP
1 5 (2.40%) TCP/IP
2 4 (1.92%) Kerberos
3 3 (1.44%) DNS
3 3 (1.44%) HTTPS
3 3 (1.44%) SSL
3 3 (1.44%) Wireshark
4 2 (0.96%) FTP
4 2 (0.96%) IMAP
4 2 (0.96%) Reverse Proxy
4 2 (0.96%) SMTP
5 1 (0.48%) Network Security
5 1 (0.48%) VPN
Database & Business Intelligence
1 92 (44.23%) Amazon Redshift
2 75 (36.06%) SQL Server
3 73 (35.10%) MySQL
4 65 (31.25%) PostgreSQL
5 38 (18.27%) Amazon RDS
6 22 (10.58%) NoSQL
7 19 (9.13%) Data Warehouse
8 16 (7.69%) MongoDB
9 5 (2.40%) Azure SQL Database
10 3 (1.44%) Data Lake
10 3 (1.44%) Relational Database
11 2 (0.96%) Apache Cassandra
11 2 (0.96%) Cosmos DB
11 2 (0.96%) Hadoop
11 2 (0.96%) Redis
12 1 (0.48%) BusinessObjects
12 1 (0.48%) Ingres
12 1 (0.48%) Oracle Database 11g
12 1 (0.48%) Pentaho
12 1 (0.48%) RDBMS
Development Applications
1 172 (82.69%) Jenkins
2 101 (48.56%) GitLab
3 66 (31.73%) Git (software)
4 32 (15.38%) Maven
5 29 (13.94%) JIRA
5 29 (13.94%) SonarQube
6 27 (12.98%) Sonatype Nexus
7 24 (11.54%) RStudio
8 16 (7.69%) Subversion
9 14 (6.73%) Bitbucket
10 12 (5.77%) TeamCity
11 10 (4.81%) gulp
12 9 (4.33%) Liquibase
12 9 (4.33%) Selenium
12 9 (4.33%) VisualSVN
13 7 (3.37%) IBM UrbanCode
13 7 (3.37%) JUnit
14 6 (2.88%) Visual Studio Team System
15 5 (2.40%) Atlassian Bamboo
15 5 (2.40%) Cucumber
General
1 124 (59.62%) Finance
2 71 (34.13%) Banking
3 45 (21.63%) Front Office
4 21 (10.10%) Public Sector
5 19 (9.13%) Back Office
6 13 (6.25%) Electronics
6 13 (6.25%) Manufacturing
6 13 (6.25%) Marketing
6 13 (6.25%) Telecoms
7 5 (2.40%) Investment Banking
8 4 (1.92%) Law
9 1 (0.48%) International Banking
9 1 (0.48%) Legal
9 1 (0.48%) Police
9 1 (0.48%) Prime Brokerage
Job Titles
1 79 (37.98%) Developer
2 60 (28.85%) AWS Engineer
3 59 (28.37%) DevOps Engineer
4 57 (27.40%) Java Developer
5 49 (23.56%) Java Engineer
6 48 (23.08%) AWS Developer
6 48 (23.08%) Java Software Developer
7 39 (18.75%) Software Engineer
8 36 (17.31%) AWS Software Engineer
8 36 (17.31%) Developer/Software Engineer
8 36 (17.31%) Java Software Engineer
8 36 (17.31%) SQL Developer
9 27 (12.98%) Architect
10 26 (12.50%) AWS DevOps
11 22 (10.58%) AWS Architect
11 22 (10.58%) Solutions Architect
12 21 (10.10%) AWS DevOps Engineer
13 20 (9.62%) Python Engineer
14 19 (9.13%) AWS Solutions Architect
14 19 (9.13%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 108 (51.92%) Web Services
2 55 (26.44%) gRPC
2 55 (26.44%) OAuth
2 55 (26.44%) Swagger
3 34 (16.35%) Kafka
4 29 (13.94%) Node.js
4 29 (13.94%) Spring
5 28 (13.46%) J2EE
5 28 (13.46%) J2SE
6 25 (12.02%) React
7 22 (10.58%) Spring Boot
8 21 (10.10%) AngularJS
8 21 (10.10%) Elastic Stack
9 18 (8.65%) JAX-RS
10 17 (8.17%) Apache CXF
10 17 (8.17%) Dropwizard
11 16 (7.69%) Mongoose
12 15 (7.21%) .NET
12 15 (7.21%) Express
12 15 (7.21%) REST
Miscellaneous
1 64 (30.77%) Hedge funds
2 45 (21.63%) Derivative
2 45 (21.63%) Equities
2 45 (21.63%) Fixed Income
2 45 (21.63%) Greenfield Project
3 10 (4.81%) Public Cloud
4 9 (4.33%) Blog
4 9 (4.33%) Equity Derivative
5 8 (3.85%) User Experience
6 4 (1.92%) Device Driver
7 2 (0.96%) iPad
7 2 (0.96%) N-Tier
7 2 (0.96%) Private Cloud
8 1 (0.48%) Analytical Skills
8 1 (0.48%) Cloud Native
8 1 (0.48%) Data Structures
8 1 (0.48%) Embedded Systems
8 1 (0.48%) Enterprise Cloud
8 1 (0.48%) Enterprise Software
8 1 (0.48%) Hybrid Cloud
Operating Systems
1 64 (30.77%) Linux
2 21 (10.10%) Windows
3 17 (8.17%) Red Hat Enterprise Linux
4 14 (6.73%) Unix
5 11 (5.29%) CentOS
6 3 (1.44%) CoreOS
7 1 (0.48%) AIX
7 1 (0.48%) Debian
7 1 (0.48%) Fedora
7 1 (0.48%) Mac OS X
7 1 (0.48%) Solaris
Processes & Methodologies
1 163 (78.37%) DevOps
2 112 (53.85%) Agile Software Development
3 100 (48.08%) Asset Management
4 95 (45.67%) Microservices
5 88 (42.31%) Software Engineering
6 64 (30.77%) Investment Management
7 54 (25.96%) Deployment Automation
8 49 (23.56%) Decision-Making
9 31 (14.90%) Infrastructure Automation
10 26 (12.50%) Infrastructure as Code
11 23 (11.06%) Mentoring
12 20 (9.62%) Configuration Management
12 20 (9.62%) Scrum
13 19 (9.13%) Technology Roadmap
14 18 (8.65%) Open Source
15 16 (7.69%) Test Automation
16 15 (7.21%) Event-Driven Architecture
17 14 (6.73%) Business Intelligence
17 14 (6.73%) Visualisation
18 13 (6.25%) Programme Management
Programming Languages
1 146 (70.19%) Python
2 142 (68.27%) Java
3 83 (39.90%) SQL
4 34 (16.35%) R
5 33 (15.87%) Bash Shell
6 32 (15.38%) JavaScript
7 30 (14.42%) Perl
8 23 (11.06%) PowerShell
9 19 (9.13%) Groovy
10 17 (8.17%) C++
11 6 (2.88%) Java 8
12 5 (2.40%) C#
12 5 (2.40%) Shell Script
13 4 (1.92%) C
13 4 (1.92%) Ruby
14 2 (0.96%) Go
15 1 (0.48%) ES6
15 1 (0.48%) TypeScript
Qualifications
1 19 (9.13%) Sun Certification
2 13 (6.25%) Security Cleared
3 11 (5.29%) SC Cleared
4 2 (0.96%) BPSS Clearance
5 1 (0.48%) DV Cleared
Quality Assurance & Compliance
1 3 (1.44%) WCAG
2 2 (0.96%) ISO/IEC 27001
2 2 (0.96%) NIST
2 2 (0.96%) QA
3 1 (0.48%) SEPA
3 1 (0.48%) TARGET2
System Software
1 150 (72.12%) Docker
2 5 (2.40%) Active Directory
2 5 (2.40%) VMware Infrastructure
3 3 (1.44%) Apache ZooKeeper
3 3 (1.44%) Gluster
3 3 (1.44%) Virtual Machines
4 2 (0.96%) Varnish
4 2 (0.96%) vCloud
Systems Management
1 148 (71.15%) Kubernetes
2 78 (37.50%) Terraform
3 56 (26.92%) Ansible
4 24 (11.54%) Prometheus
5 22 (10.58%) Grafana
6 21 (10.10%) Consul
7 17 (8.17%) Kibana
8 16 (7.69%) Rancher
9 15 (7.21%) logstash
10 13 (6.25%) Fluentd
10 13 (6.25%) Istio
11 10 (4.81%) Puppet
12 8 (3.85%) Packer
13 7 (3.37%) BladeLogic
14 6 (2.88%) ITRS Geneos
14 6 (2.88%) Opscode Chef
15 5 (2.40%) Salt
16 3 (1.44%) Nagios
16 3 (1.44%) Red Hat Satellite
17 2 (0.96%) Sysdig
Vendors
1 60 (28.85%) Oracle
2 55 (26.44%) Google
3 23 (11.06%) Splunk
4 21 (10.10%) Microsoft
5 17 (8.17%) Red Hat
6 14 (6.73%) AppDynamics
7 13 (6.25%) SAP
8 9 (4.33%) Micro Focus
8 9 (4.33%) RedGate
9 8 (3.85%) ServiceNow
10 7 (3.37%) Atlassian
11 6 (2.88%) Confluent
11 6 (2.88%) Databricks
12 5 (2.40%) VMware
13 3 (1.44%) Altiris
13 3 (1.44%) CyberArk
13 3 (1.44%) Hortonworks
13 3 (1.44%) New Relic
14 1 (0.48%) Broadcom
14 1 (0.48%) Cloudera