Period
to 15 January 2019

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 15 January 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 > England
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 495 595 726
Rank change year-on-year +100 +131 -7
Contract jobs citing Artifactory 378 263 108
As % of all contract IT jobs advertised in England 0.42% 0.29% 0.12%
As % of the Development Applications category 1.93% 1.54% 0.73%
Number of daily rates quoted 228 179 61
England median daily rate £531 £538 £470
Median daily rate % change year-on-year -1.16% +14.36% -1.05%
10th Percentile £380 £394 £383
90th Percentile £655 £638 £575
UK median daily rate £525 £530 £470
% change year-on-year -0.94% +12.77% +4.44%
Number of hourly rates quoted 3 4 0
England median hourly rate £35.00 £60.00 -
Median hourly rate % change year-on-year -41.67% - -
UK median hourly rate £35.00 £60.00 -
% change year-on-year -41.67% - -

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 19,591 17,059 14,821
As % of all contract IT jobs advertised in England 21.51% 18.63% 16.64%
Number of daily rates quoted 13,465 12,066 9,944
England median daily rate £488 £470 £430
Median daily rate % change year-on-year +3.72% +9.30% +4.24%
10th Percentile £331 £313 £305
90th Percentile £631 £613 £588
UK median daily rate £475 £451 £425
% change year-on-year +5.44% +6.00% +4.94%
Number of hourly rates quoted 219 220 208
England median hourly rate £42.50 £44.00 £41.00
Median hourly rate % change year-on-year -3.41% +7.32% +2.50%
10th Percentile £33.00 £29.90 £22.13
90th Percentile £55.20 £62.25 £52.50
UK median hourly rate £43.25 £44.00 £41.00
% change year-on-year -1.70% +7.32% +2.50%

Artifactory
Job Vacancy Trend in England

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

Job vacancy trend for Artifactory in England

Artifactory
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Artifactory in England

Artifactory
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Artifactory in England over the 6 months to 15 January 2019.

Contractor daily rate histogram for Artifactory in England

Artifactory
Contractor Hourly Rate Trend in England

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

Contractor 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 15 January 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
London +91 240 £563 - 24
North of England +36 73 £463 -15.91% 8
North West +21 44 £516 -6.18% 5
East of England +31 28 £500 +42.86% 3
Midlands +15 26 £450 +38.46% 2
West Midlands -5 21 £470 +44.62%
North East +4 16 £400 -21.95%
Yorkshire +4 13 £450 +5.88% 3
South East -44 9 £488 +2.63% 5
East Midlands +11 5 £338 - 2
South West -54 4 £500 -2.44%
Artifactory
UK

For the 6 months to 15 January 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 England region with a requirement for Artifactory.

1 259 (68.52%) DevOps
2 228 (60.32%) Jenkins
2 228 (60.32%) Ansible
3 226 (59.79%) Linux
4 209 (55.29%) Git (software)
5 182 (48.15%) Amazon AWS
6 168 (44.44%) Docker
6 168 (44.44%) Java
7 162 (42.86%) Puppet
8 154 (40.74%) Agile Software Development
9 148 (39.15%) Python
10 122 (32.28%) Terraform
11 116 (30.69%) Ruby
12 110 (29.10%) Continuous Integration
13 100 (26.46%) GitLab
14 99 (26.19%) Kubernetes
15 98 (25.93%) Security Cleared
16 95 (25.13%) Configuration Management
17 94 (24.87%) Oracle
18 91 (24.07%) Maven
19 88 (23.28%) Unix
20 83 (21.96%) Bitbucket
21 82 (21.69%) SC Cleared
22 78 (20.63%) MongoDB
22 78 (20.63%) GitHub
23 77 (20.37%) Microservices
23 77 (20.37%) SQL
24 75 (19.84%) Bash Shell
25 70 (18.52%) Continuous Deployment
26 67 (17.72%) PostgreSQL

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 64 (16.93%) Confluence
2 41 (10.85%) Elasticsearch
3 36 (9.52%) nginx
4 26 (6.88%) Apache
5 14 (3.70%) Tuxedo
6 13 (3.44%) Apache Spark
7 10 (2.65%) Adobe Experience Manager
7 10 (2.65%) IIS
7 10 (2.65%) MS Exchange
7 10 (2.65%) Tomcat
8 8 (2.12%) Cloud Foundry
9 6 (1.59%) SAS
9 6 (1.59%) WebLogic
10 3 (0.79%) Apache Pig
10 3 (0.79%) NServiceBus
10 3 (0.79%) WebSphere
11 2 (0.53%) GemFire
12 1 (0.26%) Oracle Service Bus
12 1 (0.26%) WildFly
12 1 (0.26%) WordPress
Applications
1 3 (0.79%) Spreadsheet
2 2 (0.53%) HipChat
3 1 (0.26%) Microsoft Excel
3 1 (0.26%) Microsoft PowerPoint
3 1 (0.26%) Microsoft Project
3 1 (0.26%) MS Visio
Business Applications
1 10 (2.65%) Sentinel
2 3 (0.79%) Distributed Ledger
2 3 (0.79%) Markit EDM
3 1 (0.26%) Exstream
3 1 (0.26%) Oracle BPM
3 1 (0.26%) Oracle Cash Management
Cloud Services
1 182 (48.15%) Amazon AWS
2 78 (20.63%) GitHub
3 45 (11.90%) Microsoft Azure
4 39 (10.32%) AWS CloudFormation
5 22 (5.82%) Quay.io
6 18 (4.76%) Amazon EC2
6 18 (4.76%) PaaS
6 18 (4.76%) Slack
7 17 (4.50%) Cloud Computing
7 17 (4.50%) OpenShift
8 15 (3.97%) Google Analytics
9 14 (3.70%) Amazon ELB
9 14 (3.70%) Google Cloud Platform
9 14 (3.70%) SaaS
10 13 (3.44%) Datadog
11 10 (2.65%) Amazon S3
11 10 (2.65%) Serverless
12 6 (1.59%) Amazon CloudWatch
12 6 (1.59%) IaaS
13 5 (1.32%) AWS Lambda
Communications & Networking
1 20 (5.29%) Firewall
2 18 (4.76%) Kerberos
3 14 (3.70%) HTTP
3 14 (3.70%) SSL
4 12 (3.17%) Skype
5 9 (2.38%) DNS
6 6 (1.59%) Reverse Proxy
6 6 (1.59%) TCP/IP
6 6 (1.59%) VPN
7 5 (1.32%) HTTPS
7 5 (1.32%) Intrusion Detection
8 4 (1.06%) ICMP
9 2 (0.53%) FTP
9 2 (0.53%) IMAP
9 2 (0.53%) NAS
9 2 (0.53%) SAN
9 2 (0.53%) SMTP
10 1 (0.26%) Internet
10 1 (0.26%) SMS
10 1 (0.26%) VoIP
Database & Business Intelligence
1 78 (20.63%) MongoDB
2 67 (17.72%) PostgreSQL
3 58 (15.34%) NoSQL
4 53 (14.02%) Hadoop
5 52 (13.76%) SQL Server
6 48 (12.70%) MySQL
7 34 (8.99%) Big Data
8 26 (6.88%) RDBMS
8 26 (6.88%) Relational Database
9 22 (5.82%) Pentaho
10 14 (3.70%) Apache Cassandra
11 8 (2.12%) Apache Hive
12 7 (1.85%) Amazon RDS
13 6 (1.59%) InfluxDB
13 6 (1.59%) Redis
14 5 (1.32%) DB2
15 3 (0.79%) Neo4j
15 3 (0.79%) Oracle Database
15 3 (0.79%) SQL Server 2008
15 3 (0.79%) SQL Server Integration Services
Development Applications
1 228 (60.32%) Jenkins
2 209 (55.29%) Git (software)
3 100 (26.46%) GitLab
4 91 (24.07%) Maven
5 83 (21.96%) Bitbucket
6 66 (17.46%) JIRA
7 64 (16.93%) Sonatype Nexus
8 48 (12.70%) Atlassian Bamboo
9 38 (10.05%) Selenium
10 37 (9.79%) Cucumber
11 35 (9.26%) TeamCity
12 31 (8.20%) Hudson
13 29 (7.67%) SonarQube
14 22 (5.82%) Gradle
15 21 (5.56%) Ant
15 21 (5.56%) Gatling
15 21 (5.56%) gulp
15 21 (5.56%) WebDriver
16 15 (3.97%) IBM UrbanCode
16 15 (3.97%) Visual Studio Code
General
1 59 (15.61%) Finance
2 56 (14.81%) Banking
3 41 (10.85%) Front Office
4 13 (3.44%) Marketing
5 7 (1.85%) Financial Institution
5 7 (1.85%) Law
6 6 (1.59%) Retail
7 5 (1.32%) Advertising
8 4 (1.06%) Games
8 4 (1.06%) Investment Banking
8 4 (1.06%) Manufacturing
8 4 (1.06%) Telecoms
9 3 (0.79%) Electronics
9 3 (0.79%) Publishing
10 1 (0.26%) Aerospace
10 1 (0.26%) Automotive
10 1 (0.26%) Back Office
Job Titles
1 154 (40.74%) DevOps Engineer
2 64 (16.93%) AWS Engineer
3 61 (16.14%) Developer
4 51 (13.49%) Architect
5 40 (10.58%) Software Engineer
6 32 (8.47%) AWS Architect
6 32 (8.47%) AWS Software Engineer
6 32 (8.47%) Lead Software Engineer
7 27 (7.14%) Linux Engineer
8 26 (6.88%) Lead Architect
9 25 (6.61%) Unix Engineer
10 24 (6.35%) AWS DevOps
11 23 (6.08%) AWS DevOps Engineer
11 23 (6.08%) Lead Software Architect
12 22 (5.82%) Java Developer
12 22 (5.82%) Java Engineer
12 22 (5.82%) Linux/Unix DevOps
13 21 (5.56%) Linux DevOps Engineer
14 20 (5.29%) Python Engineer
15 19 (5.03%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 59 (15.61%) Web Services
2 53 (14.02%) Elastic Stack
3 44 (11.64%) Node.js
3 44 (11.64%) React
4 37 (9.79%) AngularJS
4 37 (9.79%) REST
5 35 (9.26%) NumPy
5 35 (9.26%) SciPy
6 33 (8.73%) HTML
7 32 (8.47%) Kafka
8 31 (8.20%) HTML5
9 30 (7.94%) YAML
10 25 (6.61%) .NET
10 25 (6.61%) Spring Boot
11 24 (6.35%) LDAP
12 23 (6.08%) Spring
13 22 (5.82%) CSS
14 21 (5.56%) Gherkin
14 21 (5.56%) Middleware
15 20 (5.29%) XML
Miscellaneous
1 46 (12.17%) Greenfield Project
2 21 (5.56%) Public Cloud
3 16 (4.23%) Data Centre
4 14 (3.70%) PKI
5 13 (3.44%) Hybrid Cloud
6 9 (2.38%) User Experience
7 7 (1.85%) Management Information System
8 6 (1.59%) Analytical Skills
9 4 (1.06%) Clustering
9 4 (1.06%) Foreign Exchange (FX)
10 3 (0.79%) Cloud Native
10 3 (0.79%) Hedge funds
10 3 (0.79%) NHS
11 2 (0.53%) Self-Motivation
12 1 (0.26%) CMDB
12 1 (0.26%) Private Cloud
12 1 (0.26%) RIA
12 1 (0.26%) Virtual Team
Operating Systems
1 226 (59.79%) Linux
2 88 (23.28%) Unix
3 66 (17.46%) Windows
4 63 (16.67%) Red Hat Enterprise Linux
5 37 (9.79%) CoreOS
6 30 (7.94%) Windows Server
7 25 (6.61%) Ubuntu
8 13 (3.44%) Mac OS
9 10 (2.65%) Android
9 10 (2.65%) Apple iOS
9 10 (2.65%) CentOS
10 4 (1.06%) Windows Server 2003
10 4 (1.06%) Windows Server 2008
10 4 (1.06%) Windows Server 2012
11 2 (0.53%) AIX
11 2 (0.53%) Solaris
Processes & Methodologies
1 259 (68.52%) DevOps
2 154 (40.74%) Agile Software Development
3 110 (29.10%) Continuous Integration
4 95 (25.13%) Configuration Management
5 77 (20.37%) Microservices
6 70 (18.52%) Continuous Deployment
7 61 (16.14%) Scrum
8 53 (14.02%) Software Engineering
9 49 (12.96%) Open Source
10 46 (12.17%) Asset Management
11 45 (11.90%) Security Hardening
12 44 (11.64%) Test Automation
13 37 (9.79%) Capacity Management
14 35 (9.26%) Analytics
15 32 (8.47%) Continuous Delivery
16 28 (7.41%) Load Balancing
16 28 (7.41%) TDD
17 26 (6.88%) Infrastructure Engineering
18 25 (6.61%) Release Management
19 19 (5.03%) Data Management
Programming Languages
1 168 (44.44%) Java
2 148 (39.15%) Python
3 116 (30.69%) Ruby
4 77 (20.37%) SQL
5 75 (19.84%) Bash Shell
6 57 (15.08%) Perl
6 57 (15.08%) Shell Script
7 51 (13.49%) C++
8 39 (10.32%) Go
8 39 (10.32%) JavaScript
9 23 (6.08%) Groovy
9 23 (6.08%) Scala
10 18 (4.76%) C#
11 14 (3.70%) PowerShell
12 6 (1.59%) PHP
13 4 (1.06%) MATLAB
13 4 (1.06%) R
14 3 (0.79%) C
15 2 (0.53%) Haskell
15 2 (0.53%) Java 8
Qualifications
1 98 (25.93%) Security Cleared
2 82 (21.69%) SC Cleared
3 37 (9.79%) AWS Certification
4 15 (3.97%) DV Cleared
5 9 (2.38%) Degree
6 5 (1.32%) BPSS Clearance
7 2 (0.53%) Computer Science Degree
7 2 (0.53%) DBS Check
Quality Assurance & Compliance
1 24 (6.35%) QA
2 2 (0.53%) Disclosure Scotland
3 1 (0.26%) Data Quality
3 1 (0.26%) PMO
System Software
1 168 (44.44%) Docker
2 31 (8.20%) Active Directory
3 25 (6.61%) etcd
3 25 (6.61%) flannel
3 25 (6.61%) SkyDNS
4 24 (6.35%) Ceph
5 23 (6.08%) GlusterFS
6 14 (3.70%) VMware Infrastructure
7 12 (3.17%) VMware ESXi
8 10 (2.65%) Oracle RAC
8 10 (2.65%) XenApp
8 10 (2.65%) XenDesktop
9 5 (1.32%) Apache ZooKeeper
10 3 (0.79%) Squid
11 1 (0.26%) iptables
11 1 (0.26%) Tivoli Workload Scheduler
Systems Management
1 228 (60.32%) Ansible
2 162 (42.86%) Puppet
3 122 (32.28%) Terraform
4 99 (26.19%) Kubernetes
5 46 (12.17%) Opscode Chef
6 44 (11.64%) Graphite
6 44 (11.64%) Sysdig
7 35 (9.26%) Prometheus
8 33 (8.73%) HAProxy
9 30 (7.94%) Host Intrusion Detection System
9 30 (7.94%) Network Intrusion Detection System
10 29 (7.67%) rkt
11 27 (7.14%) Grafana
12 23 (6.08%) Kibana
12 23 (6.08%) Nagios
13 19 (5.03%) ITRS Geneos
14 15 (3.97%) ZABBIX
15 13 (3.44%) SCOM
16 12 (3.17%) Rancher
16 12 (3.17%) vMotion
Vendors
1 94 (24.87%) Oracle
2 56 (14.81%) Red Hat
3 53 (14.02%) Splunk
4 42 (11.11%) Microsoft
5 34 (8.99%) Google
6 33 (8.73%) VMware
7 25 (6.61%) Hortonworks
8 24 (6.35%) Cloudera
9 18 (4.76%) New Relic
10 17 (4.50%) CyberArk
11 15 (3.97%) HP
12 12 (3.17%) AppDynamics
12 12 (3.17%) Micro Focus
13 11 (2.91%) BMC
14 10 (2.65%) 3PAR
14 10 (2.65%) Adobe
14 10 (2.65%) EMC
15 8 (2.12%) Atlassian
15 8 (2.12%) hybris
16 7 (1.85%) PagerDuty