Period
to 1 August 2021

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 1 August 2021 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
1 Aug 2021
Same period 2020 Same period 2019
Rank 471 317 482
Rank change year-on-year -154 +165 +66
Contract jobs citing Artifactory 232 217 376
As % of all contract jobs advertised in England 0.41% 0.67% 0.45%
As % of the Development Applications category 2.30% 3.65% 2.34%
Number of daily rates quoted 149 163 156
10th Percentile £475 £450 £428
25th Percentile £508 £500 £467
Median daily rate (50th Percentile) £575 £550 £545
Median % change year-on-year +4.55% +0.92% -0.91%
75th Percentile £688 £706 £629
90th Percentile £715 £750 £681
UK median daily rate £575 £550 £525
% change year-on-year +4.55% +4.76% -4.55%
Number of hourly rates quoted 1 0 1
10th Percentile " " "
25th Percentile £51.25 " £10.25
Median hourly rate £52.50 - £10.50
75th Percentile £53.75 " £10.75
90th Percentile " " "
UK median hourly rate £52.50 - £10.50

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 10,091 5,952 16,100
As % of all contract IT jobs advertised in England 17.62% 18.44% 19.32%
Number of daily rates quoted 6,759 4,175 10,793
10th Percentile £356 £338 £340
25th Percentile £419 £413 £406
Median daily rate (50th Percentile) £500 £500 £480
Median % change year-on-year - +4.17% +1.05%
75th Percentile £600 £600 £575
90th Percentile £688 £675 £638
UK median daily rate £500 £500 £475
% change year-on-year - +5.26% +0.80%
Number of hourly rates quoted 189 89 209
10th Percentile £25.45 £21.63 £19.10
25th Percentile £41.25 £41.25 £38.75
Median hourly rate £49.00 £47.50 £45.00
Median % change year-on-year +3.16% +5.56% +5.88%
75th Percentile £59.88 £55.00 £51.25
90th Percentile £67.60 £61.80 £55.70
UK median hourly rate £49.00 £47.50 £45.00
% change year-on-year +3.16% +5.56% +5.88%

Artifactory
Job Vacancy Trend in England

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

Job vacancy trend for Artifactory in England

Artifactory
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Artifactory in England.

Daily rate trend for Artifactory in England

Artifactory
Daily Rate Histogram in England

Daily rate distribution for jobs citing Artifactory in England over the 6 months to 1 August 2021.

Daily rate histogram for Artifactory in England

Artifactory
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Artifactory in England.

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 1 August 2021. 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 -182 136 £625 +13.64% 32
South East -24 19 £520 +7.77% 6
East of England -7 17 £575 - 13
South West -11 10 £500 - 1
North of England -36 10 £575 +20.73% 6
North West -21 9 £575 - 6
Midlands -51 5 £499 +16.27% 5
West Midlands -45 3 £490 +15.29%
East Midlands -19 2 £650 +44.44% 5
North East - 1 £575 -
Artifactory
UK

For the 6 months to 1 August 2021, 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.

1 155 (66.81%) Jenkins
2 134 (57.76%) DevOps
3 118 (50.86%) Git (software)
4 115 (49.57%) Python
5 88 (37.93%) Docker
6 82 (35.34%) Bitbucket
7 80 (34.48%) SQL
8 78 (33.62%) Agile Software Development
8 78 (33.62%) Ansible
8 78 (33.62%) Kubernetes
9 74 (31.90%) AWS
10 69 (29.74%) Linux
11 62 (26.72%) Java
11 62 (26.72%) Banking
12 58 (25.00%) TeamCity
13 52 (22.41%) Social Skills
14 51 (21.98%) JIRA
14 51 (21.98%) Terraform
15 49 (21.12%) GitLab
16 48 (20.69%) Software Engineering
16 48 (20.69%) JavaScript
16 48 (20.69%) Windows
16 48 (20.69%) Finance
17 47 (20.26%) Test Automation
17 47 (20.26%) Microservices
18 46 (19.83%) Investment Banking
19 44 (18.97%) Maven
19 44 (18.97%) C#
19 44 (18.97%) REST
20 43 (18.53%) Kafka

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 17 (7.33%) Apache Spark
2 15 (6.47%) Confluence
3 14 (6.03%) nginx
4 11 (4.74%) Apache
5 9 (3.88%) Elasticsearch
5 9 (3.88%) Oracle Coherence
6 7 (3.02%) Tomcat
7 5 (2.16%) SAS
8 4 (1.72%) CMS
9 2 (0.86%) SharePoint
10 1 (0.43%) Camunda
10 1 (0.43%) Cloud Foundry
10 1 (0.43%) IIS
10 1 (0.43%) Jetty
Applications
1 9 (3.88%) Chatbot
2 1 (0.43%) Microsoft Excel
2 1 (0.43%) Microsoft Office
Business Applications
1 16 (6.90%) SunGard Martini
2 2 (0.86%) Markit EDM
Cloud Services
1 74 (31.90%) AWS
2 31 (13.36%) Azure
3 28 (12.07%) Amazon EKS
4 23 (9.91%) OpenShift
5 18 (7.76%) GitHub
6 14 (6.03%) Amazon ECS
7 13 (5.60%) Serverless
8 12 (5.17%) npm
9 8 (3.45%) AWS Lambda
9 8 (3.45%) GCP
9 8 (3.45%) Kong
9 8 (3.45%) PaaS
9 8 (3.45%) Power Platform
10 7 (3.02%) Apigee
11 6 (2.59%) Amazon S3
11 6 (2.59%) AWS CloudFormation
12 5 (2.16%) Amazon CloudWatch
13 4 (1.72%) Amazon ElastiCache
13 4 (1.72%) NuGet
13 4 (1.72%) Route 53
Communications & Networking
1 17 (7.33%) TCP/IP
2 9 (3.88%) VPN
3 8 (3.45%) OpenVPN
3 8 (3.45%) RTMP
4 6 (2.59%) HTTP
5 5 (2.16%) DNS
6 3 (1.29%) IPsec
6 3 (1.29%) IPv4
7 2 (0.86%) Firewall
7 2 (0.86%) Network Security
8 1 (0.43%) FTP
8 1 (0.43%) LAN
8 1 (0.43%) NAS
8 1 (0.43%) SAN
8 1 (0.43%) SSH
8 1 (0.43%) SSL
8 1 (0.43%) WAN
Database & Business Intelligence
1 35 (15.09%) Relational Database
2 31 (13.36%) NoSQL
3 28 (12.07%) SQL Server
4 25 (10.78%) MongoDB
5 21 (9.05%) Hadoop
5 21 (9.05%) PostgreSQL
6 17 (7.33%) Big Data
6 17 (7.33%) Oracle Database
7 16 (6.90%) MySQL
7 16 (6.90%) Oracle Database 12c
8 11 (4.74%) Amazon RDS
8 11 (4.74%) Apache Cassandra
8 11 (4.74%) Apache Hive
8 11 (4.74%) Tableau
9 10 (4.31%) HBase
9 10 (4.31%) RDBMS
9 10 (4.31%) Redis
10 8 (3.45%) Data Warehouse
10 8 (3.45%) Power BI
11 6 (2.59%) OLTP
Development Applications
1 155 (66.81%) Jenkins
2 118 (50.86%) Git (software)
3 82 (35.34%) Bitbucket
4 58 (25.00%) TeamCity
5 51 (21.98%) JIRA
6 49 (21.12%) GitLab
7 44 (18.97%) Maven
8 42 (18.10%) Sonatype Nexus
9 39 (16.81%) SonarQube
10 28 (12.07%) Subversion
11 22 (9.48%) Visual Studio
12 16 (6.90%) CppUnit
12 16 (6.90%) Oracle APEX
12 16 (6.90%) Robot Framework
13 12 (5.17%) Selenium
14 10 (4.31%) Gradle
14 10 (4.31%) gulp
15 9 (3.88%) Grunt
15 9 (3.88%) JUnit
16 8 (3.45%) webpack
General
1 62 (26.72%) Banking
2 52 (22.41%) Social Skills
3 48 (20.69%) Finance
4 46 (19.83%) Investment Banking
5 30 (12.93%) Front Office
6 19 (8.19%) Analytical Skills
6 19 (8.19%) Public Sector
7 12 (5.17%) Back Office
8 9 (3.88%) Influencing Skills
9 7 (3.02%) Electronics
9 7 (3.02%) Manufacturing
9 7 (3.02%) Marketing
9 7 (3.02%) Telecoms
10 5 (2.16%) French Language
11 3 (1.29%) Private Banking
12 2 (0.86%) Corporate Banking
12 2 (0.86%) Games
12 2 (0.86%) Retail
12 2 (0.86%) Retail Banking
13 1 (0.43%) Publishing
Job Titles
1 103 (44.40%) Developer
2 73 (31.47%) DevOps Engineer
3 22 (9.48%) C++ Developer
3 22 (9.48%) Investment Banking C++ Developer
4 20 (8.62%) Platform Engineer
5 19 (8.19%) Java Developer
6 17 (7.33%) Python Developer
7 15 (6.47%) C# Developer
8 14 (6.03%) Full Stack Developer
8 14 (6.03%) SQL Developer
9 12 (5.17%) Front Office C++ Developer
9 12 (5.17%) Front Office Developer
10 10 (4.31%) Angular Developer
10 10 (4.31%) Senior Developer
11 9 (3.88%) AWS Engineer
11 9 (3.88%) Front End Developer (Client-Side Developer)
12 8 (3.45%) Analyst
12 8 (3.45%) Electronic Trading Developer
12 8 (3.45%) Senior DevOps Engineer
12 8 (3.45%) UI Developer
Libraries, Frameworks & Software Standards
1 44 (18.97%) REST
2 43 (18.53%) Kafka
3 40 (17.24%) React
4 38 (16.38%) AngularJS
5 36 (15.52%) JSON
5 36 (15.52%) Node.js
6 32 (13.79%) .NET
6 32 (13.79%) Spring
7 31 (13.36%) XML
8 26 (11.21%) Spring Boot
9 18 (7.76%) Elastic Stack
10 17 (7.33%) .NET Framework
11 16 (6.90%) .NET Core
11 16 (6.90%) Boost C++ Libraries
11 16 (6.90%) gRPC
11 16 (6.90%) RESTful
11 16 (6.90%) STL
12 15 (6.47%) HTML
12 15 (6.47%) RabbitMQ
13 14 (6.03%) JAX-RS
Miscellaneous
1 9 (3.88%) Client/Server
1 9 (3.88%) User Experience
2 8 (3.45%) Derivative
2 8 (3.45%) Equities
2 8 (3.45%) Wiki
3 7 (3.02%) Cloud Native
3 7 (3.02%) SWIFT
4 6 (2.59%) Enterprise Software
4 6 (2.59%) N-Tier
5 5 (2.16%) Data Structures
5 5 (2.16%) Public Cloud
6 3 (1.29%) Data Protection Act
6 3 (1.29%) Mobile App
6 3 (1.29%) Online Banking
6 3 (1.29%) PKI
7 2 (0.86%) Mainframe
7 2 (0.86%) Management Information System
7 2 (0.86%) Mobile Banking
7 2 (0.86%) Self-Motivation
7 2 (0.86%) Virtual Team
Operating Systems
1 69 (29.74%) Linux
2 48 (20.69%) Windows
3 26 (11.21%) Unix
4 10 (4.31%) Red Hat Enterprise Linux
5 7 (3.02%) CentOS
5 7 (3.02%) CoreOS
6 5 (2.16%) VMS
7 1 (0.43%) Ubuntu
7 1 (0.43%) Windows Server
Processes & Methodologies
1 134 (57.76%) DevOps
2 78 (33.62%) Agile Software Development
3 48 (20.69%) Software Engineering
4 47 (20.26%) Microservices
4 47 (20.26%) Test Automation
5 34 (14.66%) Continuous Improvement
6 31 (13.36%) Multithreading
7 30 (12.93%) Continuous Integration
8 28 (12.07%) Configuration Management
9 27 (11.64%) TDD
10 26 (11.21%) Analytics
10 26 (11.21%) Scrum
11 24 (10.34%) Problem-Solving
12 23 (9.91%) Workflow
13 22 (9.48%) Full Stack Development
14 21 (9.05%) Unit Testing
15 18 (7.76%) Continuous Delivery
15 18 (7.76%) OO
15 18 (7.76%) Open Source
16 17 (7.33%) Secure Coding
Programming Languages
1 115 (49.57%) Python
2 80 (34.48%) SQL
3 62 (26.72%) Java
4 48 (20.69%) JavaScript
5 44 (18.97%) C#
6 29 (12.50%) C++
7 23 (9.91%) Groovy
8 20 (8.62%) Bash Shell
9 16 (6.90%) Perl
10 15 (6.47%) TypeScript
11 13 (5.60%) Ruby
12 12 (5.17%) Shell Script
13 9 (3.88%) Go
13 9 (3.88%) PL/SQL
14 8 (3.45%) PowerShell
15 6 (2.59%) Java 8
16 5 (2.16%) Rust
17 4 (1.72%) C
18 2 (0.86%) PHP
18 2 (0.86%) Scala
Qualifications
1 42 (18.10%) Security Cleared
2 33 (14.22%) SC Cleared
3 5 (2.16%) Degree
4 3 (1.29%) DV Cleared
5 2 (0.86%) Computer Science Degree
6 1 (0.43%) AWS Certification
6 1 (0.43%) BPSS Clearance
6 1 (0.43%) DBS Check
6 1 (0.43%) OCP
6 1 (0.43%) Oracle Certification
Quality Assurance & Compliance
1 4 (1.72%) Accessibility
1 4 (1.72%) Data Quality
2 1 (0.43%) Sarbanes-Oxley
System Software
1 88 (37.93%) Docker
2 12 (5.17%) Apache ZooKeeper
2 12 (5.17%) HDFS
2 12 (5.17%) Varnish
3 5 (2.16%) iptables
4 4 (1.72%) VMware Infrastructure
5 2 (0.86%) KVM
5 2 (0.86%) Platform Symphony
6 1 (0.43%) GlusterFS
6 1 (0.43%) Hyper-V
6 1 (0.43%) NFS
6 1 (0.43%) RHEV
6 1 (0.43%) VirtualBox
6 1 (0.43%) VMware ESXi
Systems Management
1 78 (33.62%) Ansible
1 78 (33.62%) Kubernetes
2 51 (21.98%) Terraform
3 28 (12.07%) BladeLogic
4 26 (11.21%) Grafana
5 20 (8.62%) Docker Swarm
5 20 (8.62%) Kibana
6 19 (8.19%) Puppet
7 16 (6.90%) Rancher
8 15 (6.47%) Prometheus
9 10 (4.31%) logstash
10 9 (3.88%) Fluentd
10 9 (3.88%) ITRS Geneos
11 8 (3.45%) Sysdig
12 7 (3.02%) Istio
13 6 (2.59%) Consul
14 4 (1.72%) HP Fortify
14 4 (1.72%) Mesos
14 4 (1.72%) Opscode Chef
15 3 (1.29%) Single Sign-On
Vendors
1 41 (17.67%) Oracle
2 17 (7.33%) Splunk
3 16 (6.90%) FIS
3 16 (6.90%) SunGard
4 14 (6.03%) IBM
5 12 (5.17%) Informatica
6 11 (4.74%) Dynatrace
7 9 (3.88%) Microsoft
8 8 (3.45%) SAP
9 7 (3.02%) AppDynamics
9 7 (3.02%) Bloomberg
9 7 (3.02%) Veracode
10 6 (2.59%) Altiris
10 6 (2.59%) Confluent
10 6 (2.59%) MapR
10 6 (2.59%) Red Hat
10 6 (2.59%) TIBCO
11 5 (2.16%) Ab Initio
11 5 (2.16%) SaltStack
12 4 (1.72%) Google