Period
to 21 July 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 21 July 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
21 Jul 2018
Same period 2017 Same period 2016
Rank 528 662 624
Rank change year-on-year +134 -38 +156
Contract jobs citing Artifactory 366 171 254
As % of all contract IT jobs advertised in England 0.39% 0.19% 0.25%
As % of the Development Applications category 1.91% 1.09% 1.63%
Number of daily rates quoted 236 110 167
England median daily rate £550 £500 £475
Median daily rate % change year-on-year +10.00% +5.26% +5.56%
10th Percentile £404 £400 £363
90th Percentile £650 £596 £606
UK median daily rate £550 £500 £475
% change year-on-year +10.00% +5.26% +18.75%
Number of hourly rates quoted 2 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 19,166 15,710 15,551
As % of all contract IT jobs advertised in England 20.17% 17.78% 15.30%
Number of daily rates quoted 13,262 10,733 10,694
England median daily rate £475 £445 £425
Median daily rate % change year-on-year +6.74% +4.71% +6.25%
10th Percentile £325 £306 £300
90th Percentile £619 £594 £575
UK median daily rate £470 £438 £425
% change year-on-year +7.43% +2.94% +6.25%
Number of hourly rates quoted 224 306 275
England median hourly rate £42.50 £42.50 £42.50
10th Percentile £25.66 £28.75 £26.78
90th Percentile £60.66 £55.00 £52.40
UK median hourly rate £42.50 £42.50 £42.50

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 21 July 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 21 July 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 +49 211 £600 +14.29% 26
South East +1 46 £513 +11.41% 7
North of England +23 44 £498 +22.84% 5
South West +37 42 £425 +13.33% 5
Yorkshire - 21 £522 - 3
North West +1 18 £495 +22.22% 2
East of England +3 12 £425 -11.46% 1
Midlands -1 11 £550 +29.41% 2
West Midlands -22 6 £575 +35.29% 2
East Midlands +8 5 £465 -
North East - 5 £423 -
Artifactory
UK

For the 6 months to 21 July 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.

1 271 (74.04%) Git (software)
2 270 (73.77%) Jenkins
3 245 (66.94%) DevOps
4 244 (66.67%) Linux
5 201 (54.92%) Puppet
6 179 (48.91%) Docker
7 177 (48.36%) Ansible
8 159 (43.44%) Agile Software Development
9 158 (43.17%) Python
10 147 (40.16%) Amazon AWS
11 137 (37.43%) Java
12 133 (36.34%) Configuration Management
13 130 (35.52%) Kubernetes
14 127 (34.70%) Ruby
15 122 (33.33%) Continuous Integration
16 116 (31.69%) Security Cleared
17 115 (31.42%) PostgreSQL
18 112 (30.60%) Elastic Stack
19 110 (30.05%) MongoDB
20 109 (29.78%) Bash Shell
21 106 (28.96%) Terraform
22 103 (28.14%) Microservices
23 102 (27.87%) SC Cleared
24 99 (27.05%) JIRA
25 96 (26.23%) SQL
26 94 (25.68%) MySQL
26 94 (25.68%) Load Balancing
27 93 (25.41%) Unix
28 92 (25.14%) nginx
29 86 (23.50%) Confluence

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 92 (25.14%) nginx
2 86 (23.50%) Confluence
3 50 (13.66%) Elasticsearch
4 37 (10.11%) Apache
5 27 (7.38%) WebSphere
6 14 (3.83%) Adobe Experience Manager
7 13 (3.55%) Tuxedo
8 10 (2.73%) Apache Spark
8 10 (2.73%) Oracle SOA Suite
9 8 (2.19%) NServiceBus
10 7 (1.91%) IIS
10 7 (1.91%) WebLogic
11 6 (1.64%) Apache Pig
11 6 (1.64%) Cloud Foundry
12 5 (1.37%) OpenStack
12 5 (1.37%) Tomcat
13 4 (1.09%) Mongoose
14 1 (0.27%) GemFire
14 1 (0.27%) Mule ESB
14 1 (0.27%) WildFly
Applications
1 7 (1.91%) Spreadsheet
2 3 (0.82%) Simulink
3 2 (0.55%) HipChat
4 1 (0.27%) Microsoft Excel
4 1 (0.27%) Microsoft PowerPoint
4 1 (0.27%) MS Visio
Business Applications
1 4 (1.09%) Markit EDM
2 1 (0.27%) Distributed Ledger
2 1 (0.27%) IBM Operational Decision Manager
2 1 (0.27%) Oracle Applications
2 1 (0.27%) Oracle BPM
2 1 (0.27%) Oracle Cash Management
Cloud Services
1 147 (40.16%) Amazon AWS
2 66 (18.03%) GitHub
2 66 (18.03%) Microsoft Azure
3 38 (10.38%) Amazon EC2
4 32 (8.74%) Cloud Computing
5 23 (6.28%) Amazon S3
6 22 (6.01%) Amazon ELB
7 21 (5.74%) Slack
8 18 (4.92%) OpenShift
9 17 (4.64%) PaaS
10 16 (4.37%) IaaS
11 14 (3.83%) Google Cloud Platform
12 10 (2.73%) AWS CloudFormation
13 9 (2.46%) AWS Lambda
13 9 (2.46%) Serverless
14 8 (2.19%) SaaS
15 7 (1.91%) Quay.io
16 6 (1.64%) Datadog
16 6 (1.64%) Route 53
16 6 (1.64%) Virtual Private Cloud
Communications & Networking
1 80 (21.86%) Firewall
2 79 (21.58%) DNS
2 79 (21.58%) TCP/IP
3 66 (18.03%) SSL
4 25 (6.83%) Internet
5 18 (4.92%) Kerberos
6 16 (4.37%) Intrusion Detection
7 13 (3.55%) VPN
8 10 (2.73%) HTTP
9 8 (2.19%) ICMP
10 5 (1.37%) Network Security
10 5 (1.37%) OpenVPN
11 4 (1.09%) Wireless
12 3 (0.82%) HTTPS
13 2 (0.55%) Reverse Proxy
13 2 (0.55%) SMS
13 2 (0.55%) Wi-Fi
14 1 (0.27%) LAN
14 1 (0.27%) NAS
14 1 (0.27%) WAN
Database & Business Intelligence
1 115 (31.42%) PostgreSQL
2 110 (30.05%) MongoDB
3 94 (25.68%) MySQL
4 50 (13.66%) Big Data
5 40 (10.93%) NoSQL
6 39 (10.66%) SQL Server
7 26 (7.10%) Hadoop
8 25 (6.83%) Apache Hive
9 19 (5.19%) Apache Cassandra
10 17 (4.64%) DB2
11 14 (3.83%) Amazon RDS
11 14 (3.83%) InfluxDB
12 9 (2.46%) Redis
13 7 (1.91%) Flink
13 7 (1.91%) SQL Server 2008
14 6 (1.64%) Neo4j
14 6 (1.64%) Oracle Database
15 4 (1.09%) Power BI
15 4 (1.09%) Relational Database
15 4 (1.09%) SQL Server Integration Services
Development Applications
1 271 (74.04%) Git (software)
2 270 (73.77%) Jenkins
3 99 (27.05%) JIRA
4 85 (23.22%) Sonatype Nexus
5 76 (20.77%) Bitbucket
6 67 (18.31%) Maven
7 60 (16.39%) GitLab
8 58 (15.85%) TeamCity
9 37 (10.11%) Cucumber
10 36 (9.84%) Ant
11 35 (9.56%) SonarQube
12 31 (8.47%) Selenium
13 26 (7.10%) JUnit
14 23 (6.28%) Vagrant
15 21 (5.74%) Gradle
16 18 (4.92%) Octopus Deploy
17 16 (4.37%) Zephyr
18 14 (3.83%) Jasmine
19 13 (3.55%) Eclipse
20 11 (3.01%) Subversion
General
1 47 (12.84%) Finance
2 33 (9.02%) Banking
3 16 (4.37%) Marketing
4 12 (3.28%) Telecoms
5 7 (1.91%) Electronics
5 7 (1.91%) Manufacturing
6 4 (1.09%) Back Office
6 4 (1.09%) Legal
7 1 (0.27%) Financial Institution
7 1 (0.27%) Publishing
Job Titles
1 191 (52.19%) DevOps Engineer
2 73 (19.95%) Developer
3 37 (10.11%) AWS DevOps
3 37 (10.11%) Java Developer
4 36 (9.84%) AWS Engineer
5 35 (9.56%) AWS DevOps Engineer
6 33 (9.02%) Lead DevOps
6 33 (9.02%) Linux Engineer
7 29 (7.92%) Lead DevOps Engineer
8 26 (7.10%) Senior DevOps
9 25 (6.83%) Senior DevOps Engineer
10 22 (6.01%) Linux/Unix DevOps
11 20 (5.46%) Linux DevOps Engineer
12 18 (4.92%) Unix Engineer
13 17 (4.64%) Big Data Engineer
14 16 (4.37%) Operations Engineer
15 15 (4.10%) Software Engineer
16 14 (3.83%) Cloud Engineer
17 13 (3.55%) Unix Linux Engineer
18 12 (3.28%) Data Engineer
Libraries, Frameworks & Software Standards
1 112 (30.60%) Elastic Stack
2 70 (19.13%) Kafka
3 65 (17.76%) RabbitMQ
4 57 (15.57%) REST
5 55 (15.03%) ActiveMQ
6 48 (13.11%) LEMP Stack
7 46 (12.57%) Spring
8 45 (12.30%) Node.js
9 43 (11.75%) Sensu
10 38 (10.38%) Spring Boot
11 36 (9.84%) HTML
12 35 (9.56%) XML
13 31 (8.47%) HTML5
14 30 (8.20%) CSS
15 25 (6.83%) .NET
16 24 (6.56%) Middleware
17 23 (6.28%) CSS3
17 23 (6.28%) DHTML
18 19 (5.19%) LDAP
19 18 (4.92%) Hibernate
Miscellaneous
1 33 (9.02%) Linux Command Line
2 16 (4.37%) Public Cloud
3 14 (3.83%) User Experience
4 11 (3.01%) Analytical Skills
5 6 (1.64%) Management Information System
5 6 (1.64%) PKI
6 5 (1.37%) Fixed Income
7 4 (1.09%) Greenfield Project
7 4 (1.09%) Self-Motivation
8 3 (0.82%) Computer Science
8 3 (0.82%) Data Centre
8 3 (0.82%) Digital Media
8 3 (0.82%) Replication
9 2 (0.55%) Foreign Exchange (FX)
9 2 (0.55%) Hybrid Cloud
10 1 (0.27%) ASIC
10 1 (0.27%) Mainframe
10 1 (0.27%) Mashup
10 1 (0.27%) Private Cloud
10 1 (0.27%) Virtual Team
Operating Systems
1 244 (66.67%) Linux
2 93 (25.41%) Unix
3 63 (17.21%) Windows
4 37 (10.11%) CoreOS
5 32 (8.74%) Red Hat Enterprise Linux
6 31 (8.47%) Ubuntu
7 30 (8.20%) CentOS
8 23 (6.28%) Windows Server
9 6 (1.64%) Windows Server 2012
10 2 (0.55%) AIX
10 2 (0.55%) Solaris
11 1 (0.27%) Android
11 1 (0.27%) Apple iOS
11 1 (0.27%) Debian
11 1 (0.27%) VMS
Processes & Methodologies
1 245 (66.94%) DevOps
2 159 (43.44%) Agile Software Development
3 133 (36.34%) Configuration Management
4 122 (33.33%) Continuous Integration
5 103 (28.14%) Microservices
6 94 (25.68%) Load Balancing
7 86 (23.50%) Open Source
8 71 (19.40%) Test Automation
9 57 (15.57%) Scrum
10 52 (14.21%) Task Automation
11 49 (13.39%) TDD
12 41 (11.20%) Security Hardening
13 39 (10.66%) Protective Monitoring
14 34 (9.29%) Performance Measurement
15 33 (9.02%) Continuous Delivery
16 32 (8.74%) BDD
17 31 (8.47%) Continuous Deployment
18 30 (8.20%) Software Engineering
19 28 (7.65%) Deployment Automation
20 25 (6.83%) Mentoring
Programming Languages
1 158 (43.17%) Python
2 137 (37.43%) Java
3 127 (34.70%) Ruby
4 109 (29.78%) Bash Shell
5 96 (26.23%) SQL
6 70 (19.13%) Perl
7 57 (15.57%) JavaScript
8 34 (9.29%) Shell Script
9 21 (5.74%) PowerShell
10 19 (5.19%) Go
10 19 (5.19%) Groovy
11 17 (4.64%) C#
12 14 (3.83%) PL/SQL
13 10 (2.73%) Scala
14 5 (1.37%) Java 8
15 4 (1.09%) PHP
16 3 (0.82%) F#
16 3 (0.82%) TypeScript
17 1 (0.27%) Apex Code
17 1 (0.27%) Rust
Qualifications
1 116 (31.69%) Security Cleared
2 102 (27.87%) SC Cleared
3 4 (1.09%) Degree
3 4 (1.09%) DV Cleared
4 2 (0.55%) AWS Certification
5 1 (0.27%) BPSS Clearance
5 1 (0.27%) Computer Science Degree
5 1 (0.27%) ISEB
5 1 (0.27%) ISEB Practitioner
5 1 (0.27%) MBA
Quality Assurance & Compliance
1 7 (1.91%) QA
2 5 (1.37%) Data Quality
3 3 (0.82%) GDPR
4 2 (0.55%) GCP
5 1 (0.27%) Dodd-Frank
5 1 (0.27%) EMIR
System Software
1 179 (48.91%) Docker
2 29 (7.92%) Apache ZooKeeper
3 20 (5.46%) etcd
3 20 (5.46%) flannel
4 10 (2.73%) Active Directory
5 9 (2.46%) Ceph
5 9 (2.46%) GlusterFS
5 9 (2.46%) SkyDNS
6 5 (1.37%) Postfix
6 5 (1.37%) Squid
6 5 (1.37%) Virtual Machines
7 2 (0.55%) Hyper-V
7 2 (0.55%) VMware Infrastructure
8 1 (0.27%) Tivoli Workload Scheduler
Systems Management
1 201 (54.92%) Puppet
2 177 (48.36%) Ansible
3 130 (35.52%) Kubernetes
4 106 (28.96%) Terraform
5 74 (20.22%) HAProxy
6 67 (18.31%) logstash
7 63 (17.21%) Kibana
8 62 (16.94%) Grafana
9 35 (9.56%) Opscode Chef
10 30 (8.20%) Nagios
11 28 (7.65%) Prometheus
12 25 (6.83%) Host Intrusion Detection System
12 25 (6.83%) Network Intrusion Detection System
13 24 (6.56%) Sysdig
14 21 (5.74%) Graylog
15 20 (5.46%) rkt
16 19 (5.19%) ZABBIX
17 16 (4.37%) Uchiwa
18 15 (4.10%) Pingdom
19 11 (3.01%) Graphite
Vendors
1 45 (12.30%) Oracle
1 45 (12.30%) Red Hat
2 36 (9.84%) Microsoft
3 34 (9.29%) Hortonworks
4 21 (5.74%) New Relic
5 20 (5.46%) Splunk
6 16 (4.37%) Atlassian
6 16 (4.37%) Google
7 15 (4.10%) PagerDuty
8 14 (3.83%) Adobe
8 14 (3.83%) hybris
9 12 (3.28%) Centrify
10 11 (3.01%) AppDynamics
10 11 (3.01%) SAP
10 11 (3.01%) VMware
11 10 (2.73%) Micro Focus
12 7 (1.91%) DevExpress
12 7 (1.91%) Sitecore
13 6 (1.64%) Cloudera
13 6 (1.64%) MapR