Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 23 July 2019

The following table provides summary statistics for contract job vacancies 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 23 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
UK
6 months to
23 Jul 2019		 Same period 2018 Same period 2017
Rank 462 523 644
Rank change year-on-year +61 +121 -19
Contract jobs citing Artifactory 414 422 220
As % of all contract IT jobs advertised in the UK 0.45% 0.41% 0.23%
As % of the Development Applications category 2.32% 2.03% 1.31%
Number of daily rates quoted 173 257 155
UK median daily rate £525 £547 £500
Median daily rate % change year-on-year -3.93% +9.30% +5.26%
10th Percentile £413 £402 £363
90th Percentile £675 £647 £588
UK excluding London median daily rate £500 £495 £455
% change year-on-year +1.01% +8.79% +3.06%
Number of hourly rates quoted 0 3 0
UK median hourly rate - £35.00 -
UK excluding London 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 with a requirement for development application skills.

All Development Application Skills
UK
Contract vacancies with a requirement for development application skills 17,834 20,758 16,781
As % of all contract IT jobs advertised in the UK 19.37% 20.10% 17.64%
Number of daily rates quoted 11,691 14,280 11,443
UK median daily rate £475 £468 £438
Median daily rate % change year-on-year +1.60% +6.86% +2.94%
10th Percentile £331 £319 £306
90th Percentile £638 £613 £588
UK excluding London median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +3.23%
Number of hourly rates quoted 302 235 329
UK median hourly rate £43.25 £42.50 £42.50
Median hourly rate % change year-on-year +1.76% - -
10th Percentile £26.34 £26.50 £28.75
90th Percentile £55.00 £58.75 £57.75
UK excluding London median hourly rate £43.00 £42.50 £42.50
% change year-on-year +1.18% - -

Artifactory
Job Vacancy Trend

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

Job vacancy trend for Artifactory in the UK

Artifactory
Contractor Daily Rate Trend

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

Contractor daily rate trend for Artifactory in the UK

Artifactory
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Artifactory over the 6 months to 23 July 2019.

Contractor daily rate histogram for Artifactory in the UK

Artifactory
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Artifactory.

Contractor hourly rate trend for Artifactory in the UK

Artifactory
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artifactory within the UK over the 6 months to 23 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
England +60 379 £545 -0.91% 40
London +54 221 £588 -2.08% 21
UK excluding London +31 186 £500 +1.01% 19
North of England +42 64 £467 -6.13% 4
North West +62 54 £452 -8.79% 4
South West -28 32 £650 +52.94% 4
East of England +29 28 £593 +39.41% 4
Midlands +34 21 £500 -6.98% 4
West Midlands +29 16 £500 -13.04% 3
Scotland +5 14 £525 +20.00%
Wales -7 14 £525 -2.78%
South East -19 13 £475 -7.32% 3
Yorkshire +12 8 £550 +5.36%
East Midlands +18 5 £488 +20.37% 1
North East +15 2 £425 +0.59%

For the 6 months to 23 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 with a requirement for Artifactory.

1 300 (72.46%) Amazon AWS
2 298 (71.98%) DevOps
3 270 (65.22%) Jenkins
4 269 (64.98%) Java
5 258 (62.32%) Terraform
6 254 (61.35%) Kubernetes
7 224 (54.11%) Docker
8 207 (50.00%) Agile Software Development
9 179 (43.24%) Software Engineering
10 177 (42.75%) Python
11 175 (42.27%) Git (software)
12 173 (41.79%) Finance
13 167 (40.34%) Serverless
14 162 (39.13%) Ansible
14 162 (39.13%) AWS Lambda
15 161 (38.89%) GitLab
16 160 (38.65%) Amazon S3
17 154 (37.20%) Amazon SQS
18 153 (36.96%) Web Services
19 136 (32.85%) Amazon EC2
20 134 (32.37%) OpenShift
21 131 (31.64%) Amazon RDS
22 126 (30.43%) JavaScript
23 125 (30.19%) Asset Management
24 124 (29.95%) Amazon Redshift
25 121 (29.23%) J2EE
26 119 (28.74%) AWS CloudFormation
27 114 (27.54%) Continuous Integration
28 110 (26.57%) Linux
29 106 (25.60%) Microsoft Azure

Artifactory
Co-occurring IT Skills 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 34 (8.21%) Confluence
2 24 (5.80%) Apache Spark
3 20 (4.83%) Elasticsearch
4 15 (3.62%) Mule
4 15 (3.62%) Tomcat
5 11 (2.66%) Apache
6 10 (2.42%) SAS
6 10 (2.42%) WebSphere
7 9 (2.17%) nginx
8 8 (1.93%) Cloud Foundry
9 7 (1.69%) JBoss
10 4 (0.97%) Apache Solr
10 4 (0.97%) WebSphere Application Server
11 3 (0.72%) Anypoint
11 3 (0.72%) Tuxedo
12 2 (0.48%) Adobe Experience Manager
12 2 (0.48%) Jetty
13 1 (0.24%) CMS
13 1 (0.24%) IIS
13 1 (0.24%) WebLogic
Applications
1 2 (0.48%) Microsoft Office
Business Applications
1 4 (0.97%) Payment Gateway
2 1 (0.24%) Oracle Cash Management
Cloud Services
1 300 (72.46%) Amazon AWS
2 167 (40.34%) Serverless
3 162 (39.13%) AWS Lambda
4 160 (38.65%) Amazon S3
5 154 (37.20%) Amazon SQS
6 136 (32.85%) Amazon EC2
7 134 (32.37%) OpenShift
8 119 (28.74%) AWS CloudFormation
9 106 (25.60%) Microsoft Azure
10 100 (24.15%) Amazon ECS
11 50 (12.08%) AWS Elastic Beanstalk
12 42 (10.14%) GitHub
12 42 (10.14%) Google Cloud Platform
13 22 (5.31%) Amazon EKS
14 18 (4.35%) AWS Fargate
15 13 (3.14%) Kong
16 11 (2.66%) PaaS
17 7 (1.69%) Amazon EMR
17 7 (1.69%) Azure Functions
18 6 (1.45%) AWS CodePipeline
Communications & Networking
1 16 (3.86%) SSL
2 14 (3.38%) DNS
3 12 (2.90%) Kerberos
4 9 (2.17%) VPN
5 8 (1.93%) Firewall
6 3 (0.72%) TCP/IP
7 2 (0.48%) HTTP
7 2 (0.48%) IPsec
7 2 (0.48%) IPv4
7 2 (0.48%) OpenVPN
8 1 (0.24%) Cisco Nexus
Database & Business Intelligence
1 131 (31.64%) Amazon RDS
2 124 (29.95%) Amazon Redshift
3 50 (12.08%) NoSQL
4 38 (9.18%) PostgreSQL
5 28 (6.76%) MySQL
6 24 (5.80%) Apache Hive
7 23 (5.56%) MongoDB
8 20 (4.83%) SQL Server
9 18 (4.35%) Amazon Athena
9 18 (4.35%) Big Data
10 14 (3.38%) Pentaho
11 13 (3.14%) Impala
12 12 (2.90%) Amazon Aurora
13 11 (2.66%) Data Warehouse
14 10 (2.42%) Hadoop
15 7 (1.69%) Oracle Database
16 4 (0.97%) DB2
16 4 (0.97%) Relational Database
17 2 (0.48%) Cosmos DB
17 2 (0.48%) RDBMS
Development Applications
1 270 (65.22%) Jenkins
2 175 (42.27%) Git (software)
3 161 (38.89%) GitLab
4 93 (22.46%) Sonatype Nexus
5 85 (20.53%) JIRA
6 84 (20.29%) Maven
7 75 (18.12%) RStudio
8 58 (14.01%) SonarQube
9 47 (11.35%) Bitbucket
10 29 (7.00%) Travis CI
11 23 (5.56%) CircleCI
12 17 (4.11%) gulp
13 16 (3.86%) Ant
13 16 (3.86%) Cucumber
13 16 (3.86%) Visual Studio Team System
14 15 (3.62%) TeamCity
15 12 (2.90%) Robot Framework
15 12 (2.90%) Subversion
15 12 (2.90%) Team Foundation Server
16 10 (2.42%) Selenium
General
1 173 (41.79%) Finance
2 78 (18.84%) Front Office
3 32 (7.73%) Banking
4 3 (0.72%) Manufacturing
5 2 (0.48%) Investment Banking
5 2 (0.48%) Marketing
6 1 (0.24%) Financial Institution
6 1 (0.24%) Games
6 1 (0.24%) German Language
6 1 (0.24%) Publishing
6 1 (0.24%) Retail Banking
6 1 (0.24%) Telecoms
Job Titles
1 180 (43.48%) Developer
2 134 (32.37%) DevOps Engineer
3 120 (28.99%) AWS Developer
4 79 (19.08%) AWS Engineer
5 57 (13.77%) Angular Developer
6 55 (13.29%) Java Developer
6 55 (13.29%) Senior Developer
7 48 (11.59%) Front End Developer (Client-Side Developer)
7 48 (11.59%) JavaScript Developer
8 43 (10.39%) Lead Developer
8 43 (10.39%) UI Developer
9 41 (9.90%) AWS DevOps
9 41 (9.90%) Data Engineer
10 40 (9.66%) Senior DevOps
11 39 (9.42%) JavaScript Engineer
12 38 (9.18%) UI Engineer
13 37 (8.94%) Senior Software Developer
14 33 (7.97%) Python Developer
15 31 (7.49%) Java Software Developer
16 27 (6.52%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 153 (36.96%) Web Services
2 121 (29.23%) J2EE
3 79 (19.08%) Node.js
4 65 (15.70%) AngularJS
5 58 (14.01%) Spring
6 46 (11.11%) Elastic Stack
6 46 (11.11%) React
7 44 (10.63%) Kafka
8 42 (10.14%) .NET
9 38 (9.18%) Spring Boot
10 34 (8.21%) Dropwizard
11 33 (7.97%) J2SE
11 33 (7.97%) Mongoose
12 31 (7.49%) Express
13 29 (7.00%) Apache CXF
13 29 (7.00%) JAX-RS
14 27 (6.52%) Vue.js
15 26 (6.28%) Hibernate
16 25 (6.04%) HTML
17 24 (5.80%) CSS
Miscellaneous
1 75 (18.12%) Fixed Income
2 25 (6.04%) Cloud Native
3 18 (4.35%) User Experience
4 17 (4.11%) Enterprise Software
4 17 (4.11%) Public Cloud
5 11 (2.66%) Data Structures
6 8 (1.93%) Data Centre
7 7 (1.69%) Greenfield Project
7 7 (1.69%) Life Science
7 7 (1.69%) PKI
8 6 (1.45%) Mobile App
9 5 (1.21%) Hybrid Cloud
10 4 (0.97%) Analytical Skills
10 4 (0.97%) Private Cloud
10 4 (0.97%) Smartphone
11 2 (0.48%) Data Protection Act
12 1 (0.24%) CMDB
12 1 (0.24%) Management Information System
12 1 (0.24%) RIA
12 1 (0.24%) Social Media
Operating Systems
1 110 (26.57%) Linux
2 29 (7.00%) Unix
3 26 (6.28%) CoreOS
4 22 (5.31%) CentOS
5 17 (4.11%) Windows
6 7 (1.69%) Red Hat Enterprise Linux
6 7 (1.69%) Ubuntu
7 6 (1.45%) Windows Server
8 4 (0.97%) Kali Linux
8 4 (0.97%) Solaris
9 2 (0.48%) Debian
9 2 (0.48%) Windows Server 2012
10 1 (0.24%) Android
10 1 (0.24%) Apple iOS
10 1 (0.24%) Windows 10
Processes & Methodologies
1 298 (71.98%) DevOps
2 207 (50.00%) Agile Software Development
3 179 (43.24%) Software Engineering
4 125 (30.19%) Asset Management
5 114 (27.54%) Continuous Integration
6 104 (25.12%) Open Source
7 84 (20.29%) Microservices
8 76 (18.36%) Decision-Making
9 70 (16.91%) Deployment Automation
10 56 (13.53%) Front End Development
11 47 (11.35%) Release Management
12 46 (11.11%) Scrum
13 44 (10.63%) Configuration Management
14 40 (9.66%) Test Automation
15 36 (8.70%) Infrastructure Automation
16 31 (7.49%) Analytics
16 31 (7.49%) Infrastructure as Code
17 26 (6.28%) Data Science
17 26 (6.28%) Machine Learning
18 24 (5.80%) Migration
Programming Languages
1 269 (64.98%) Java
2 177 (42.75%) Python
3 126 (30.43%) JavaScript
4 65 (15.70%) SQL
5 42 (10.14%) Go
6 34 (8.21%) Ruby
7 33 (7.97%) Bash Shell
8 22 (5.31%) Rust
9 20 (4.83%) C#
10 17 (4.11%) PowerShell
10 17 (4.11%) Shell Script
11 14 (3.38%) Java 8
11 14 (3.38%) Perl
12 13 (3.14%) C++
12 13 (3.14%) Scala
13 5 (1.21%) PHP
13 5 (1.21%) PL/SQL
14 4 (0.97%) R
15 3 (0.72%) C
15 3 (0.72%) Groovy
Qualifications
1 48 (11.59%) AWS Certification
2 46 (11.11%) Security Cleared
3 39 (9.42%) SC Cleared
4 11 (2.66%) BPSS Clearance
5 6 (1.45%) DBS Check
6 5 (1.21%) RHCSA
7 4 (0.97%) MCSE
7 4 (0.97%) Microsoft Certification
7 4 (0.97%) PhD
8 2 (0.48%) Degree
8 2 (0.48%) DV Cleared
9 1 (0.24%) CCNA
9 1 (0.24%) Cisco Certification
9 1 (0.24%) Computer Science Degree
Quality Assurance & Compliance
1 4 (0.97%) PCI DSS
2 3 (0.72%) Disclosure Scotland
3 1 (0.24%) QA
System Software
1 224 (54.11%) Docker
2 13 (3.14%) Active Directory
3 3 (0.72%) Squid
3 3 (0.72%) VMware Infrastructure
4 1 (0.24%) iptables
Systems Management
1 258 (62.32%) Terraform
2 254 (61.35%) Kubernetes
3 162 (39.13%) Ansible
4 46 (11.11%) Puppet
5 28 (6.76%) Opscode Chef
6 20 (4.83%) Sysdig
7 12 (2.90%) Hadoop YARN
7 12 (2.90%) Prometheus
8 10 (2.42%) Mesos
9 9 (2.17%) Docker Swarm
10 8 (1.93%) HAProxy
10 8 (1.93%) Packer
11 7 (1.69%) Grafana
11 7 (1.69%) Kibana
11 7 (1.69%) logstash
12 6 (1.45%) Consul
13 5 (1.21%) Istio
14 4 (0.97%) Nessus
14 4 (0.97%) Nmap
14 4 (0.97%) Rancher
Vendors
1 59 (14.25%) Microsoft
2 26 (6.28%) Veracode
3 22 (5.31%) Oracle
4 13 (3.14%) Cloudera
4 13 (3.14%) Google
5 12 (2.90%) Red Hat
6 10 (2.42%) Atlassian
7 9 (2.17%) VMware
8 5 (1.21%) Hortonworks
8 5 (1.21%) IBM
8 5 (1.21%) SolarWinds
9 4 (0.97%) Qualys
9 4 (0.97%) SaltStack
10 3 (0.72%) Dynatrace
10 3 (0.72%) MuleSoft
10 3 (0.72%) Splunk
11 2 (0.48%) Adobe
11 2 (0.48%) Citrix
11 2 (0.48%) ESRI
11 2 (0.48%) New Relic