Period
to 17 November 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 17 November 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
17 Nov 2018
Same period 2017 Same period 2016
Rank 500 604 715
Rank change year-on-year +104 +111 +42
Contract jobs citing Artifactory 393 257 160
As % of all contract IT jobs advertised in England 0.42% 0.27% 0.16%
As % of the Development Applications category 1.97% 1.45% 0.99%
Number of daily rates quoted 245 177 98
England median daily rate £550 £525 £475
Median daily rate % change year-on-year +4.76% +10.53% +5.56%
10th Percentile £378 £400 £388
90th Percentile £631 £638 £575
UK median daily rate £550 £528 £475
% change year-on-year +4.27% +11.05% +11.76%
Number of hourly rates quoted 4 3 0
England median hourly rate £35.00 £65.00 -
Median hourly rate % change year-on-year -46.15% - -
UK median hourly rate £35.00 £65.00 -
% change year-on-year -46.15% - -

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 19,968 17,688 16,177
As % of all contract IT jobs advertised in England 21.18% 18.71% 16.44%
Number of daily rates quoted 13,815 12,402 10,950
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 £602 £575
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 210 272 233
England median hourly rate £42.50 £42.50 £41.00
Median hourly rate % change year-on-year - +3.66% +4.14%
10th Percentile £25.41 £29.00 £26.12
90th Percentile £55.10 £58.75 £53.75
UK median hourly rate £42.50 £42.50 £41.00
% change year-on-year - +3.66% +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 17 November 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 17 November 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 +103 265 £575 - 13
North of England +21 54 £450 - 3
North West +17 33 £475 -1.55% 3
Midlands +6 27 £450 +38.46% 4
East of England +12 21 £500 +4.17% 1
West Midlands -6 20 £470 +44.62% 3
South East -49 18 £525 +8.47% 2
Yorkshire +3 13 £450 +5.88%
South West -34 9 £428 -18.57% 2
North East +2 8 £400 -15.79%
East Midlands - 7 £350 - 1
Artifactory
UK

For the 6 months to 17 November 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.

1 274 (69.72%) DevOps
2 247 (62.85%) Jenkins
3 227 (57.76%) Git (software)
4 222 (56.49%) Linux
5 211 (53.69%) Ansible
6 182 (46.31%) Java
7 171 (43.51%) Amazon AWS
8 169 (43.00%) Docker
9 163 (41.48%) Agile Software Development
10 161 (40.97%) Puppet
11 149 (37.91%) Python
12 118 (30.03%) Continuous Integration
13 117 (29.77%) Terraform
14 111 (28.24%) Bitbucket
15 104 (26.46%) Kubernetes
16 101 (25.70%) Maven
16 101 (25.70%) Ruby
17 98 (24.94%) Security Cleared
18 95 (24.17%) SQL
19 92 (23.41%) Configuration Management
20 91 (23.16%) Unix
21 89 (22.65%) Microservices
22 88 (22.39%) Oracle
23 87 (22.14%) MongoDB
24 83 (21.12%) GitHub
25 80 (20.36%) SC Cleared
25 80 (20.36%) JIRA
26 75 (19.08%) GitLab
27 74 (18.83%) Confluence
28 73 (18.58%) Finance

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 74 (18.83%) Confluence
2 52 (13.23%) Elasticsearch
3 38 (9.67%) Apache
4 37 (9.41%) nginx
5 23 (5.85%) Tuxedo
6 17 (4.33%) Adobe Experience Manager
7 14 (3.56%) Apache Spark
8 12 (3.05%) Cloud Foundry
8 12 (3.05%) Tomcat
8 12 (3.05%) WebLogic
9 10 (2.54%) IIS
9 10 (2.54%) NServiceBus
9 10 (2.54%) WebSphere
10 3 (0.76%) Apache Pig
10 3 (0.76%) MS Exchange
11 2 (0.51%) AquaLogic
11 2 (0.51%) GemFire
11 2 (0.51%) OpenStack
11 2 (0.51%) Oracle Service Bus
11 2 (0.51%) SAS
Applications
1 10 (2.54%) Spreadsheet
2 3 (0.76%) HipChat
3 1 (0.25%) Microsoft Excel
3 1 (0.25%) Microsoft PowerPoint
3 1 (0.25%) Microsoft Project
3 1 (0.25%) MS Visio
Business Applications
1 7 (1.78%) Markit EDM
2 3 (0.76%) Distributed Ledger
2 3 (0.76%) Sentinel
3 2 (0.51%) Oracle BPM
3 2 (0.51%) Oracle Cash Management
4 1 (0.25%) Exstream
4 1 (0.25%) Oracle Applications
Cloud Services
1 171 (43.51%) Amazon AWS
2 83 (21.12%) GitHub
3 50 (12.72%) Microsoft Azure
4 37 (9.41%) AWS CloudFormation
5 33 (8.40%) Amazon EC2
6 25 (6.36%) Amazon ELB
7 23 (5.85%) PaaS
8 22 (5.60%) OpenShift
9 21 (5.34%) Amazon S3
9 21 (5.34%) Slack
10 17 (4.33%) Quay.io
11 16 (4.07%) Google Cloud Platform
12 13 (3.31%) Google Analytics
13 12 (3.05%) IaaS
14 10 (2.54%) Cloud Computing
15 9 (2.29%) Datadog
15 9 (2.29%) SaaS
16 6 (1.53%) Amazon CloudWatch
16 6 (1.53%) Tricentis Tosca
17 4 (1.02%) Serverless
Communications & Networking
1 28 (7.12%) Firewall
1 28 (7.12%) Kerberos
2 19 (4.83%) SSL
3 15 (3.82%) HTTP
4 11 (2.80%) DNS
5 10 (2.54%) Skype
6 9 (2.29%) Intrusion Detection
7 8 (2.04%) TCP/IP
8 6 (1.53%) Reverse Proxy
9 5 (1.27%) HTTPS
9 5 (1.27%) VPN
10 3 (0.76%) ICMP
11 2 (0.51%) Internet
11 2 (0.51%) NAS
11 2 (0.51%) SAN
12 1 (0.25%) DSL
12 1 (0.25%) IPsec
12 1 (0.25%) IPv4
12 1 (0.25%) OpenLDAP
12 1 (0.25%) OpenVPN
Database & Business Intelligence
1 87 (22.14%) MongoDB
2 67 (17.05%) PostgreSQL
3 57 (14.50%) NoSQL
3 57 (14.50%) SQL Server
4 56 (14.25%) MySQL
5 52 (13.23%) Hadoop
6 41 (10.43%) Big Data
7 24 (6.11%) RDBMS
7 24 (6.11%) Relational Database
8 18 (4.58%) Apache Cassandra
9 17 (4.33%) InfluxDB
10 14 (3.56%) Pentaho
11 11 (2.80%) Apache Hive
12 10 (2.54%) SQL Server 2008
13 9 (2.29%) Redis
14 7 (1.78%) SQL Server Integration Services
15 5 (1.27%) Amazon RDS
15 5 (1.27%) Couchbase
15 5 (1.27%) DB2
15 5 (1.27%) Oracle Database
Development Applications
1 247 (62.85%) Jenkins
2 227 (57.76%) Git (software)
3 111 (28.24%) Bitbucket
4 101 (25.70%) Maven
5 80 (20.36%) JIRA
6 75 (19.08%) GitLab
7 55 (13.99%) Sonatype Nexus
8 50 (12.72%) Atlassian Bamboo
8 50 (12.72%) TeamCity
9 42 (10.69%) Selenium
10 38 (9.67%) Cucumber
11 32 (8.14%) Hudson
12 28 (7.12%) Ant
13 27 (6.87%) Gradle
14 25 (6.36%) SonarQube
15 23 (5.85%) Gatling
15 23 (5.85%) WebDriver
16 18 (4.58%) Octopus Deploy
17 17 (4.33%) gulp
18 15 (3.82%) IBM UrbanCode
General
1 73 (18.58%) Finance
2 60 (15.27%) Banking
3 41 (10.43%) Front Office
4 15 (3.82%) Marketing
5 7 (1.78%) Financial Institution
6 5 (1.27%) Advertising
6 5 (1.27%) Retail
7 4 (1.02%) Games
8 3 (0.76%) Manufacturing
8 3 (0.76%) Publishing
8 3 (0.76%) Telecoms
9 2 (0.51%) Electronics
10 1 (0.25%) Aerospace
10 1 (0.25%) Back Office
Job Titles
1 162 (41.22%) DevOps Engineer
2 74 (18.83%) Developer
3 67 (17.05%) AWS Engineer
4 44 (11.20%) Architect
5 41 (10.43%) Software Engineer
6 32 (8.14%) AWS Software Engineer
6 32 (8.14%) Lead Software Engineer
6 32 (8.14%) Unix Engineer
7 31 (7.89%) Linux Engineer
8 30 (7.63%) AWS DevOps
9 29 (7.38%) AWS DevOps Engineer
10 28 (7.12%) Java Developer
11 26 (6.62%) AWS Architect
11 26 (6.62%) Lead Architect
12 24 (6.11%) Python Engineer
13 23 (5.85%) Lead Software Architect
14 22 (5.60%) Java Engineer
14 22 (5.60%) Linux/Unix DevOps
15 20 (5.09%) Linux DevOps Engineer
16 19 (4.83%) Senior Unix Engineer
Libraries, Frameworks & Software Standards
1 55 (13.99%) Elastic Stack
2 54 (13.74%) Web Services
3 50 (12.72%) REST
4 46 (11.70%) Node.js
4 46 (11.70%) React
5 43 (10.94%) AngularJS
6 37 (9.41%) HTML
7 35 (8.91%) Kafka
7 35 (8.91%) NumPy
7 35 (8.91%) SciPy
8 33 (8.40%) Middleware
9 32 (8.14%) .NET
9 32 (8.14%) LDAP
10 31 (7.89%) HTML5
11 29 (7.38%) Spring Boot
12 25 (6.36%) CSS
13 23 (5.85%) Gherkin
13 23 (5.85%) Spring
14 22 (5.60%) Sensu
15 19 (4.83%) J2EE
Miscellaneous
1 45 (11.45%) Greenfield Project
2 24 (6.11%) Public Cloud
3 16 (4.07%) PKI
4 12 (3.05%) Analytical Skills
5 10 (2.54%) User Experience
6 8 (2.04%) Data Centre
7 7 (1.78%) Management Information System
8 5 (1.27%) Clustering
9 4 (1.02%) Computer Science
9 4 (1.02%) Fixed Income
9 4 (1.02%) Self-Motivation
10 3 (0.76%) Cloud Native
10 3 (0.76%) Foreign Exchange (FX)
10 3 (0.76%) Hedge funds
10 3 (0.76%) NHS
11 2 (0.51%) Private Cloud
12 1 (0.25%) Linux Command Line
12 1 (0.25%) Mashup
12 1 (0.25%) STB
12 1 (0.25%) Virtual Team
Operating Systems
1 222 (56.49%) Linux
2 91 (23.16%) Unix
3 73 (18.58%) Windows
4 45 (11.45%) Red Hat Enterprise Linux
5 36 (9.16%) CoreOS
6 35 (8.91%) Windows Server
7 32 (8.14%) Ubuntu
8 11 (2.80%) Mac OS
9 10 (2.54%) Android
9 10 (2.54%) Apple iOS
9 10 (2.54%) CentOS
10 4 (1.02%) Windows Server 2003
10 4 (1.02%) Windows Server 2008
10 4 (1.02%) Windows Server 2012
11 3 (0.76%) Solaris
12 2 (0.51%) AIX
Processes & Methodologies
1 274 (69.72%) DevOps
2 163 (41.48%) Agile Software Development
3 118 (30.03%) Continuous Integration
4 92 (23.41%) Configuration Management
5 89 (22.65%) Microservices
6 64 (16.28%) Continuous Deployment
7 61 (15.52%) Scrum
8 57 (14.50%) Test Automation
9 52 (13.23%) Asset Management
9 52 (13.23%) Software Engineering
10 45 (11.45%) Capacity Management
10 45 (11.45%) Open Source
11 43 (10.94%) TDD
12 41 (10.43%) Load Balancing
13 37 (9.41%) Release Management
14 35 (8.91%) Continuous Delivery
14 35 (8.91%) Security Hardening
15 33 (8.40%) Analytics
16 23 (5.85%) E-Commerce
17 22 (5.60%) SDLC
Programming Languages
1 182 (46.31%) Java
2 149 (37.91%) Python
3 101 (25.70%) Ruby
4 95 (24.17%) SQL
5 71 (18.07%) Perl
6 57 (14.50%) Bash Shell
7 51 (12.98%) C++
8 47 (11.96%) Shell Script
9 37 (9.41%) JavaScript
10 33 (8.40%) Go
11 24 (6.11%) C#
12 20 (5.09%) Groovy
13 19 (4.83%) Scala
14 15 (3.82%) PowerShell
15 4 (1.02%) MATLAB
15 4 (1.02%) R
16 3 (0.76%) C
16 3 (0.76%) PHP
17 2 (0.51%) Haskell
17 2 (0.51%) PL/SQL
Qualifications
1 98 (24.94%) Security Cleared
2 80 (20.36%) SC Cleared
3 36 (9.16%) AWS Certification
4 11 (2.80%) Degree
5 8 (2.04%) DV Cleared
6 2 (0.51%) BPSS Clearance
6 2 (0.51%) Computer Science Degree
6 2 (0.51%) DBS Check
Quality Assurance & Compliance
1 18 (4.58%) QA
2 4 (1.02%) Data Quality
3 3 (0.76%) GDPR
4 2 (0.51%) Disclosure Scotland
5 1 (0.25%) PMO
System Software
1 169 (43.00%) Docker
2 24 (6.11%) Active Directory
3 21 (5.34%) etcd
3 21 (5.34%) flannel
4 20 (5.09%) Ceph
4 20 (5.09%) GlusterFS
4 20 (5.09%) SkyDNS
5 9 (2.29%) Apache ZooKeeper
6 6 (1.53%) VMware Infrastructure
7 5 (1.27%) VMware ESXi
8 3 (0.76%) Oracle RAC
8 3 (0.76%) Squid
8 3 (0.76%) XenApp
8 3 (0.76%) XenDesktop
9 2 (0.51%) Hyper-V
9 2 (0.51%) Tivoli Workload Scheduler
10 1 (0.25%) iptables
Systems Management
1 211 (53.69%) Ansible
2 161 (40.97%) Puppet
3 117 (29.77%) Terraform
4 104 (26.46%) Kubernetes
5 47 (11.96%) Opscode Chef
6 40 (10.18%) Kibana
7 39 (9.92%) Graphite
8 38 (9.67%) Sysdig
9 34 (8.65%) Grafana
10 30 (7.63%) HAProxy
11 29 (7.38%) Nagios
11 29 (7.38%) Prometheus
11 29 (7.38%) ZABBIX
12 25 (6.36%) rkt
13 24 (6.11%) ITRS Geneos
14 23 (5.85%) Host Intrusion Detection System
14 23 (5.85%) Network Intrusion Detection System
15 21 (5.34%) logstash
16 18 (4.58%) Pingdom
16 18 (4.58%) Uchiwa
Vendors
1 88 (22.39%) Oracle
2 50 (12.72%) Red Hat
3 49 (12.47%) Splunk
4 47 (11.96%) Microsoft
5 34 (8.65%) Google
6 29 (7.38%) Hortonworks
7 28 (7.12%) VMware
8 25 (6.36%) New Relic
9 23 (5.85%) Cloudera
10 19 (4.83%) CyberArk
11 18 (4.58%) PagerDuty
12 17 (4.33%) Adobe
12 17 (4.33%) hybris
13 15 (3.82%) Micro Focus
14 14 (3.56%) Atlassian
15 12 (3.05%) AppDynamics
16 11 (2.80%) HP
17 10 (2.54%) Centrify
17 10 (2.54%) DevExpress
18 8 (2.04%) Axway