Period
to 23 September 2018

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 23 September 2018 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
23 Sep 2018
Same period 2017 Same period 2016
Rank 485 628 689
Rank change year-on-year +143 +61 +77
Contract jobs citing Artifactory 409 225 193
As % of all contract IT jobs advertised in England 0.44% 0.25% 0.19%
As % of the Development Applications category 2.12% 1.38% 1.20%
Number of daily rates quoted 262 151 124
England median daily rate £544 £513 £475
Median daily rate % change year-on-year +6.10% +7.89% +6.74%
10th Percentile £376 £395 £375
90th Percentile £631 £613 £606
UK median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +15.15%
Number of hourly rates quoted 4 0 0
England median hourly rate £35.00 - -
UK 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 advertised in England with a requirement for development application skills.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 19,286 16,342 16,039
As % of all contract IT jobs advertised in England 20.87% 18.15% 16.12%
Number of daily rates quoted 13,345 11,287 11,004
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £325 £313 £300
90th Percentile £625 £600 £575
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 210 273 247
England median hourly rate £42.50 £42.50 £41.50
Median hourly rate % change year-on-year - +2.41% +9.21%
10th Percentile £26.48 £30.00 £26.14
90th Percentile £52.63 £59.75 £53.00
UK median hourly rate £42.50 £42.50 £41.25
% change year-on-year - +3.03% +8.55%

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 23 September 2018.

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 23 September 2018. 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 +94 263 £600 +9.09% 26
North of England +29 51 £463 +5.11% 5
South West +6 32 £425 +12.96% 2
South East -38 27 £525 +8.47% 5
North West +19 26 £495 +22.22% 3
Midlands -1 20 £460 +22.67% 2
East of England +7 17 £450 -6.25% 5
Yorkshire - 17 £463 - 2
West Midlands -17 14 £470 +25.33% 2
North East -7 8 £400 -15.79%
East Midlands +6 6 £350 -
Artifactory
UK

For the 6 months to 23 September 2018, 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.

1 279 (68.22%) DevOps
2 269 (65.77%) Jenkins
3 265 (64.79%) Git (software)
4 236 (57.70%) Linux
5 188 (45.97%) Docker
6 187 (45.72%) Puppet
7 184 (44.99%) Ansible
8 169 (41.32%) Agile Software Development
9 168 (41.08%) Java
10 166 (40.59%) Amazon AWS
11 154 (37.65%) Python
12 130 (31.78%) Kubernetes
13 117 (28.61%) Terraform
13 117 (28.61%) Continuous Integration
14 112 (27.38%) Bitbucket
15 110 (26.89%) Microservices
15 110 (26.89%) Ruby
16 108 (26.41%) Configuration Management
17 106 (25.92%) Security Cleared
18 102 (24.94%) MongoDB
18 102 (24.94%) Unix
19 98 (23.96%) JIRA
19 98 (23.96%) Maven
20 95 (23.23%) SQL
21 94 (22.98%) SC Cleared
22 90 (22.00%) Bash Shell
23 85 (20.78%) Perl
23 85 (20.78%) PostgreSQL
23 85 (20.78%) Confluence
24 82 (20.05%) GitHub

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 85 (20.78%) Confluence
2 56 (13.69%) nginx
3 54 (13.20%) Elasticsearch
4 37 (9.05%) Apache
5 23 (5.62%) Tuxedo
6 20 (4.89%) WebSphere
7 18 (4.40%) Adobe Experience Manager
8 13 (3.18%) Cloud Foundry
9 12 (2.93%) Tomcat
10 10 (2.44%) NServiceBus
10 10 (2.44%) WebLogic
11 8 (1.96%) IIS
11 8 (1.96%) Oracle SOA Suite
12 5 (1.22%) OpenStack
13 3 (0.73%) MS Exchange
14 2 (0.49%) Apache Spark
14 2 (0.49%) AquaLogic
14 2 (0.49%) GemFire
14 2 (0.49%) Oracle Service Bus
14 2 (0.49%) WordPress
Applications
1 9 (2.20%) Spreadsheet
2 4 (0.98%) HipChat
3 1 (0.24%) Microsoft Excel
Business Applications
1 6 (1.47%) Markit EDM
2 3 (0.73%) Distributed Ledger
2 3 (0.73%) Sentinel
3 2 (0.49%) Oracle BPM
4 1 (0.24%) Exstream
4 1 (0.24%) IBM Operational Decision Manager
4 1 (0.24%) Oracle Applications
4 1 (0.24%) Oracle Cash Management
Cloud Services
1 166 (40.59%) Amazon AWS
2 82 (20.05%) GitHub
3 61 (14.91%) Microsoft Azure
4 36 (8.80%) Amazon EC2
5 27 (6.60%) Amazon ELB
6 26 (6.36%) Cloud Computing
7 24 (5.87%) OpenShift
8 21 (5.13%) Amazon S3
8 21 (5.13%) Slack
9 19 (4.65%) Google Cloud Platform
9 19 (4.65%) PaaS
10 18 (4.40%) AWS CloudFormation
11 11 (2.69%) IaaS
12 9 (2.20%) Google Analytics
13 8 (1.96%) Datadog
13 8 (1.96%) Quay.io
14 7 (1.71%) Amazon CloudWatch
14 7 (1.71%) SaaS
15 6 (1.47%) Tricentis Tosca
16 5 (1.22%) npm
Communications & Networking
1 54 (13.20%) Firewall
2 43 (10.51%) SSL
3 37 (9.05%) DNS
4 36 (8.80%) TCP/IP
5 24 (5.87%) Kerberos
6 21 (5.13%) Intrusion Detection
7 16 (3.91%) Internet
8 12 (2.93%) HTTP
9 8 (1.96%) HTTPS
9 8 (1.96%) Reverse Proxy
10 7 (1.71%) Skype
11 5 (1.22%) VPN
12 4 (0.98%) Network Security
12 4 (0.98%) OpenVPN
12 4 (0.98%) Wireless
13 3 (0.73%) SMS
14 2 (0.49%) NAS
14 2 (0.49%) SAN
14 2 (0.49%) Wi-Fi
15 1 (0.24%) OpenLDAP
Database & Business Intelligence
1 102 (24.94%) MongoDB
2 85 (20.78%) PostgreSQL
3 73 (17.85%) MySQL
4 51 (12.47%) SQL Server
5 50 (12.22%) Big Data
6 44 (10.76%) NoSQL
7 26 (6.36%) Hadoop
8 20 (4.89%) Relational Database
9 19 (4.65%) RDBMS
10 18 (4.40%) InfluxDB
11 15 (3.67%) DB2
12 13 (3.18%) Apache Hive
13 11 (2.69%) Apache Cassandra
14 9 (2.20%) SQL Server 2008
15 8 (1.96%) Amazon RDS
16 7 (1.71%) Redis
17 6 (1.47%) SQL Server Integration Services
18 5 (1.22%) Amazon DynamoDB
18 5 (1.22%) Couchbase
18 5 (1.22%) Oracle Database
Development Applications
1 269 (65.77%) Jenkins
2 265 (64.79%) Git (software)
3 112 (27.38%) Bitbucket
4 98 (23.96%) JIRA
4 98 (23.96%) Maven
5 72 (17.60%) Sonatype Nexus
6 71 (17.36%) GitLab
7 66 (16.14%) TeamCity
8 43 (10.51%) Ant
9 40 (9.78%) Selenium
10 38 (9.29%) Cucumber
11 35 (8.56%) Atlassian Bamboo
12 31 (7.58%) SonarQube
13 27 (6.60%) Gradle
14 20 (4.89%) Octopus Deploy
15 19 (4.65%) Gatling
15 19 (4.65%) Vagrant
15 19 (4.65%) WebDriver
16 18 (4.40%) Hudson
17 16 (3.91%) Zephyr
General
1 74 (18.09%) Finance
2 63 (15.40%) Banking
3 27 (6.60%) Front Office
4 17 (4.16%) Marketing
5 7 (1.71%) Financial Institution
5 7 (1.71%) Telecoms
6 4 (0.98%) Advertising
6 4 (0.98%) Back Office
7 3 (0.73%) Games
7 3 (0.73%) Legal
8 2 (0.49%) Electronics
8 2 (0.49%) Manufacturing
8 2 (0.49%) Retail
Job Titles
1 184 (44.99%) DevOps Engineer
2 90 (22.00%) Developer
3 64 (15.65%) AWS Engineer
4 42 (10.27%) AWS DevOps
5 41 (10.02%) AWS DevOps Engineer
6 39 (9.54%) Java Developer
6 39 (9.54%) Linux Engineer
7 36 (8.80%) Software Engineer
8 31 (7.58%) Architect
8 31 (7.58%) Unix Engineer
9 25 (6.11%) Linux/Unix DevOps
9 25 (6.11%) Senior DevOps
10 24 (5.87%) Senior DevOps Engineer
11 23 (5.62%) Linux DevOps Engineer
12 22 (5.38%) Lead Software Engineer
13 21 (5.13%) AWS Software Engineer
14 18 (4.40%) Unix Linux Engineer
15 16 (3.91%) Big Data Engineer
16 15 (3.67%) AWS Architect
16 15 (3.67%) Lead Architect
Libraries, Frameworks & Software Standards
1 66 (16.14%) Elastic Stack
2 61 (14.91%) REST
3 54 (13.20%) Node.js
4 50 (12.22%) HTML
4 50 (12.22%) Kafka
5 45 (11.00%) HTML5
6 44 (10.76%) Web Services
7 43 (10.51%) RabbitMQ
8 40 (9.78%) React
9 37 (9.05%) CSS
9 37 (9.05%) Spring
10 36 (8.80%) .NET
10 36 (8.80%) Spring Boot
11 34 (8.31%) AngularJS
11 34 (8.31%) Middleware
12 33 (8.07%) ActiveMQ
13 32 (7.82%) XML
14 30 (7.33%) Sensu
15 28 (6.85%) LDAP
16 22 (5.38%) J2EE
Miscellaneous
1 26 (6.36%) Greenfield Project
2 19 (4.65%) Linux Command Line
2 19 (4.65%) Public Cloud
3 17 (4.16%) User Experience
4 14 (3.42%) Analytical Skills
5 12 (2.93%) PKI
6 8 (1.96%) Management Information System
7 5 (1.22%) Clustering
7 5 (1.22%) Fixed Income
7 5 (1.22%) Self-Motivation
8 3 (0.73%) Cloud Native
8 3 (0.73%) Computer Science
8 3 (0.73%) Digital Media
8 3 (0.73%) Foreign Exchange (FX)
8 3 (0.73%) Hedge funds
8 3 (0.73%) Replication
9 2 (0.49%) Hybrid Cloud
9 2 (0.49%) NHS
10 1 (0.24%) ASIC
10 1 (0.24%) Data Centre
Operating Systems
1 236 (57.70%) Linux
2 102 (24.94%) Unix
3 73 (17.85%) Windows
4 43 (10.51%) Ubuntu
5 38 (9.29%) CoreOS
5 38 (9.29%) Red Hat Enterprise Linux
6 35 (8.56%) Windows Server
7 31 (7.58%) CentOS
8 8 (1.96%) Mac OS
9 7 (1.71%) Android
9 7 (1.71%) Apple iOS
10 5 (1.22%) Windows Server 2012
11 4 (0.98%) Solaris
11 4 (0.98%) Windows Server 2003
11 4 (0.98%) Windows Server 2008
12 3 (0.73%) AIX
13 1 (0.24%) VMS
Processes & Methodologies
1 279 (68.22%) DevOps
2 169 (41.32%) Agile Software Development
3 117 (28.61%) Continuous Integration
4 110 (26.89%) Microservices
5 108 (26.41%) Configuration Management
6 69 (16.87%) Load Balancing
7 65 (15.89%) Scrum
8 62 (15.16%) Test Automation
9 54 (13.20%) Open Source
10 50 (12.22%) Continuous Deployment
11 47 (11.49%) Software Engineering
12 46 (11.25%) TDD
13 39 (9.54%) Asset Management
13 39 (9.54%) Capacity Management
14 35 (8.56%) Security Hardening
15 32 (7.82%) Task Automation
16 29 (7.09%) Continuous Delivery
16 29 (7.09%) Release Management
17 27 (6.60%) Analytics
18 24 (5.87%) BDD
Programming Languages
1 168 (41.08%) Java
2 154 (37.65%) Python
3 110 (26.89%) Ruby
4 95 (23.23%) SQL
5 90 (22.00%) Bash Shell
6 85 (20.78%) Perl
7 58 (14.18%) JavaScript
8 44 (10.76%) Shell Script
9 33 (8.07%) C++
10 27 (6.60%) C#
11 21 (5.13%) Go
12 19 (4.65%) Groovy
13 16 (3.91%) PowerShell
14 15 (3.67%) Scala
15 11 (2.69%) PL/SQL
16 5 (1.22%) Java 8
16 5 (1.22%) PHP
17 4 (0.98%) MATLAB
17 4 (0.98%) R
18 3 (0.73%) TypeScript
Qualifications
1 106 (25.92%) Security Cleared
2 94 (22.98%) SC Cleared
3 22 (5.38%) AWS Certification
4 11 (2.69%) Degree
5 3 (0.73%) BPSS Clearance
6 2 (0.49%) DBS Check
6 2 (0.49%) DV Cleared
7 1 (0.24%) Computer Science Degree
Quality Assurance & Compliance
1 16 (3.91%) QA
2 6 (1.47%) Data Quality
3 3 (0.73%) GDPR
4 2 (0.49%) Disclosure Scotland
5 1 (0.24%) Dodd-Frank
5 1 (0.24%) EMIR
System Software
1 188 (45.97%) Docker
2 23 (5.62%) Apache ZooKeeper
3 21 (5.13%) etcd
3 21 (5.13%) flannel
4 15 (3.67%) Active Directory
5 10 (2.44%) Ceph
5 10 (2.44%) GlusterFS
5 10 (2.44%) SkyDNS
6 7 (1.71%) Squid
7 6 (1.47%) VMware Infrastructure
8 4 (0.98%) Postfix
8 4 (0.98%) Virtual Machines
8 4 (0.98%) VMware ESXi
9 3 (0.73%) Oracle RAC
9 3 (0.73%) XenApp
9 3 (0.73%) XenDesktop
10 2 (0.49%) Hyper-V
10 2 (0.49%) Tivoli Workload Scheduler
Systems Management
1 187 (45.72%) Puppet
2 184 (44.99%) Ansible
3 130 (31.78%) Kubernetes
4 117 (28.61%) Terraform
5 49 (11.98%) Kibana
6 46 (11.25%) Grafana
7 43 (10.51%) Opscode Chef
8 40 (9.78%) HAProxy
8 40 (9.78%) logstash
9 31 (7.58%) ZABBIX
10 29 (7.09%) Nagios
11 25 (6.11%) Graphite
11 25 (6.11%) rkt
12 24 (5.87%) Sysdig
13 20 (4.89%) Uchiwa
14 19 (4.65%) Pingdom
15 18 (4.40%) Prometheus
16 13 (3.18%) Graylog
16 13 (3.18%) Rancher
17 12 (2.93%) ITRS Geneos
Vendors
1 78 (19.07%) Oracle
2 49 (11.98%) Red Hat
3 46 (11.25%) Microsoft
4 45 (11.00%) Splunk
5 38 (9.29%) Hortonworks
6 31 (7.58%) Google
7 28 (6.85%) New Relic
8 25 (6.11%) VMware
9 19 (4.65%) PagerDuty
10 18 (4.40%) Adobe
10 18 (4.40%) Atlassian
10 18 (4.40%) hybris
11 16 (3.91%) Centrify
12 15 (3.67%) Cloudera
13 14 (3.42%) CyberArk
13 14 (3.42%) Micro Focus
14 13 (3.18%) AppDynamics
15 10 (2.44%) HP
16 9 (2.20%) DevExpress
17 8 (1.96%) Sitecore