Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Kanban skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kanban over the 6 months to 13 August 2022 with a comparison to the same period in the previous 2 years.

Kanban
UK > Work from Home
6 months to
13 Aug 2022
Same period 2021 Same period 2020
Rank 132 158 127
Rank change year-on-year +26 -31 +25
Permanent jobs citing Kanban 2,207 886 204
As % of all permanent jobs with a WFH option 2.90% 2.15% 2.30%
As % of the Processes & Methodologies category 3.00% 2.26% 2.49%
Number of salaries quoted 973 614 184
10th Percentile £44,000 £40,000 £35,000
25th Percentile £51,250 £46,250 £45,000
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - -
75th Percentile £80,000 £73,750 £73,750
90th Percentile £94,750 £85,000 £83,375
UK median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% -

Kanban is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for process or methodology skills.

All Process and Methodology Skills
Work from Home
Permanent vacancies with a requirement for process or methodology skills 73,495 39,260 8,185
As % of all permanent jobs with a WFH option 96.56% 95.17% 92.33%
Number of salaries quoted 43,225 29,678 7,069
10th Percentile £36,750 £35,000 £35,000
25th Percentile £46,250 £42,500 £42,500
Median annual salary (50th Percentile) £60,350 £55,000 £55,000
Median % change year-on-year +9.73% - -
75th Percentile £80,000 £75,000 £73,750
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £60,000 £55,655 £55,000
% change year-on-year +7.81% +1.19% +4.76%

Kanban
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Kanban as a proportion of all IT jobs advertised.

Kanban trend for jobs with a WFH option

Kanban
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Kanban.

Kanban salary trend for jobs with a WFH option

Kanban
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Kanban over the 6 months to 13 August 2022.

Kanban salary histogram for jobs with a WFH option

For the 6 months to 13 August 2022, Kanban job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Kanban.

1 1,978 (89.62%) Agile
2 1,928 (87.36%) Scrum
3 822 (37.25%) DevOps
4 814 (36.88%) Software Engineering
5 813 (36.84%) AWS
6 688 (31.17%) CI/CD
7 686 (31.08%) Finance
8 656 (29.72%) Java
9 652 (29.54%) JavaScript
10 616 (27.91%) TDD
11 613 (27.78%) Social Skills
12 588 (26.64%) Git (software)
13 573 (25.96%) Azure
14 522 (23.65%) Mentoring
15 497 (22.52%) Test Automation
16 492 (22.29%) Coaching
17 491 (22.25%) Docker
18 488 (22.11%) React
19 485 (21.98%) Continuous Integration
20 481 (21.79%) JIRA
21 458 (20.75%) SQL
22 456 (20.66%) C#
23 447 (20.25%) Microservices
24 444 (20.12%) Continuous Improvement
24 444 (20.12%) Jenkins
25 435 (19.71%) Python
26 433 (19.62%) Kubernetes
27 413 (18.71%) .NET
28 379 (17.17%) BDD
29 365 (16.54%) TypeScript

Kanban
Co-occurring IT Skills with a WFH Option 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
1 179 (8.11%) Confluence
2 67 (3.04%) Cloud Foundry
3 50 (2.27%) Apache
4 33 (1.50%) CMS
5 22 (1.00%) WordPress
6 21 (0.95%) Apache Airflow
6 21 (0.95%) Apache Spark
7 20 (0.91%) Drupal
7 20 (0.91%) Umbraco
8 18 (0.82%) Jetty
9 13 (0.59%) SharePoint
10 9 (0.41%) Ethereum
11 8 (0.36%) nginx
11 8 (0.36%) Oracle SOA Suite
12 7 (0.32%) MQSeries
13 6 (0.27%) MS Project Server
13 6 (0.27%) WebSphere
14 5 (0.23%) CICS
15 4 (0.18%) Tomcat
16 3 (0.14%) OpenStack
Applications
1 25 (1.13%) Microsoft Excel
2 22 (1.00%) Microsoft Office
3 21 (0.95%) Sketch
4 19 (0.86%) Adobe Creative Suite
5 17 (0.77%) InVision
6 13 (0.59%) Spreadsheet
7 12 (0.54%) Microsoft PowerPoint
7 12 (0.54%) MS Visio
8 9 (0.41%) UserZoom
9 7 (0.32%) Microsoft Project
10 5 (0.23%) Adobe Illustrator
11 4 (0.18%) Photoshop
12 2 (0.091%) Adobe XD
13 1 (0.045%) Zeplin
Business Applications
1 23 (1.04%) Payment Gateway
2 13 (0.59%) Dynamics CRM
3 12 (0.54%) Shopify
4 4 (0.18%) Fidessa
4 4 (0.18%) ProductWriter
5 2 (0.091%) NetSuite
5 2 (0.091%) Salesforce.com CRM
5 2 (0.091%) Visualfiles
6 1 (0.045%) Oracle BPM
Cloud Services
1 813 (36.84%) AWS
2 573 (25.96%) Azure
3 316 (14.32%) GitHub
4 299 (13.55%) Serverless
5 267 (12.10%) SaaS
6 239 (10.83%) GCP
7 209 (9.47%) AWS Lambda
8 171 (7.75%) Amazon S3
9 166 (7.52%) Azure DevOps
10 162 (7.34%) Amazon SQS
11 154 (6.98%) Cloud Computing
12 146 (6.62%) PaaS
13 124 (5.62%) Amazon EC2
14 123 (5.57%) AWS CloudFormation
15 112 (5.07%) Amazon EKS
16 97 (4.40%) IaaS
17 93 (4.21%) Amazon ECS
18 76 (3.44%) Datadog
19 57 (2.58%) CloudFront
19 57 (2.58%) OpenShift
Communications & Networking
1 64 (2.90%) Internet
2 40 (1.81%) HTTP
3 34 (1.54%) Broadband
4 24 (1.09%) MQTT
5 19 (0.86%) Firewall
6 18 (0.82%) DNS
7 13 (0.59%) SNA
8 11 (0.50%) Network Security
9 10 (0.45%) Skype
9 10 (0.45%) SSL
9 10 (0.45%) VPN
10 8 (0.36%) 5G
11 6 (0.27%) LAN
12 5 (0.23%) PPP
12 5 (0.23%) WAN
13 4 (0.18%) FIX Connectivity
13 4 (0.18%) SAN
14 3 (0.14%) Wi-Fi
15 2 (0.091%) SMTP
15 2 (0.091%) WLAN
Database & Business Intelligence
1 181 (8.20%) MySQL
2 178 (8.07%) SQL Server
3 156 (7.07%) PostgreSQL
4 138 (6.25%) Relational Database
5 120 (5.44%) Redis
6 119 (5.39%) DynamoDB
7 115 (5.21%) NoSQL
8 98 (4.44%) Elasticsearch
9 70 (3.17%) MongoDB
10 67 (3.04%) Big Data
11 62 (2.81%) Data Warehouse
12 60 (2.72%) Amazon RDS
13 39 (1.77%) Power BI
14 31 (1.40%) Data Lake
15 29 (1.31%) Amazon Aurora
16 28 (1.27%) MariaDB
17 26 (1.18%) Hazelcast
18 24 (1.09%) Tableau
19 22 (1.00%) Electronic Patient Records
20 20 (0.91%) RDBMS
Development Applications
1 588 (26.64%) Git (software)
2 481 (21.79%) JIRA
3 444 (20.12%) Jenkins
4 153 (6.93%) Cucumber
5 137 (6.21%) Bitbucket
6 135 (6.12%) Selenium
7 104 (4.71%) Cypress.io
8 94 (4.26%) JUnit
9 83 (3.76%) GitLab
10 77 (3.49%) NUnit
11 74 (3.35%) SonarQube
12 71 (3.22%) Visual Studio
13 64 (2.90%) Appium
14 61 (2.76%) webpack
15 56 (2.54%) TestRail
16 53 (2.40%) RSpec
16 53 (2.40%) TeamCity
17 49 (2.22%) Postman
18 48 (2.17%) WebDriver
19 46 (2.08%) CircleCI
General
1 686 (31.08%) Finance
2 613 (27.78%) Social Skills
3 255 (11.55%) Retail
4 248 (11.24%) Marketing
5 244 (11.06%) Games
6 215 (9.74%) Banking
7 212 (9.61%) Inclusion and Diversity
8 209 (9.47%) Public Sector
9 179 (8.11%) Analytical Skills
10 125 (5.66%) Presentation Skills
11 106 (4.80%) Legal
12 58 (2.63%) Publishing
13 53 (2.40%) Manufacturing
14 48 (2.17%) Esports
15 45 (2.04%) Law
16 43 (1.95%) Automotive
16 43 (1.95%) Organisational Skills
16 43 (1.95%) Telecoms
17 42 (1.90%) Advertising
18 37 (1.68%) Electronics
Job Titles
1 616 (27.91%) Developer
2 502 (22.75%) Software Engineer
3 239 (10.83%) Senior Developer
4 207 (9.38%) Senior Software Engineer
5 134 (6.07%) Scrum Master
6 127 (5.75%) Software Developer
7 121 (5.48%) Full Stack Developer
8 109 (4.94%) Java Engineer
9 92 (4.17%) .NET Developer
10 88 (3.99%) Analyst
11 87 (3.94%) Java Software Engineer
12 77 (3.49%) Agile Coach
13 76 (3.44%) QA Engineer
14 73 (3.31%) Front End Developer (Client-Side Developer)
15 69 (3.13%) C# Developer
16 67 (3.04%) DevOps Engineer
17 64 (2.90%) Delivery Manager
18 63 (2.85%) Business Analyst
19 62 (2.81%) Data Engineer
20 61 (2.76%) Test Engineer
Libraries, Frameworks & Software Standards
1 488 (22.11%) React
2 413 (18.71%) .NET
3 355 (16.09%) Node.js
4 340 (15.41%) CSS
5 277 (12.55%) HTML
6 266 (12.05%) REST
7 220 (9.97%) AngularJS
8 210 (9.52%) RESTful
9 189 (8.56%) Kafka
10 159 (7.20%) Web Services
11 144 (6.52%) Spring
12 143 (6.48%) .NET Core
13 133 (6.03%) JSON
14 110 (4.98%) .NET Framework
15 108 (4.89%) ASP.NET
16 99 (4.49%) GraphQL
17 97 (4.40%) OpenAPI
18 92 (4.17%) Laravel
19 87 (3.94%) HTML5
20 85 (3.85%) XML
Miscellaneous
1 252 (11.42%) User Experience
2 207 (9.38%) Cloud Native
3 163 (7.39%) Mobile App
4 131 (5.94%) Legacy Systems
5 107 (4.85%) Blog
6 101 (4.58%) Virtual Team
7 92 (4.17%) Self-Motivation
8 74 (3.35%) Sports Betting
9 71 (3.22%) Public Cloud
10 60 (2.72%) Management Information System
11 56 (2.54%) Blockchain
12 53 (2.40%) Online Games
13 51 (2.31%) Data Centre
14 47 (2.13%) Cyberattack
15 44 (1.99%) Social Media
16 39 (1.77%) Cardano
17 37 (1.68%) Social Network
18 34 (1.54%) NHS
19 32 (1.45%) Cyber Defence
20 30 (1.36%) Greenfield Project
Operating Systems
1 220 (9.97%) Linux
2 167 (7.57%) Android
3 141 (6.39%) Apple iOS
4 131 (5.94%) Windows
5 41 (1.86%) Ubuntu
6 39 (1.77%) Unix
7 5 (0.23%) Debian
7 5 (0.23%) Embedded Linux
7 5 (0.23%) Mac OS
8 4 (0.18%) Solaris
9 3 (0.14%) MVS
9 3 (0.14%) Windows Server
10 2 (0.091%) Red Hat Enterprise Linux
10 2 (0.091%) SUSE
10 2 (0.091%) zOS
11 1 (0.045%) CentOS
11 1 (0.045%) Windows 10
Processes & Methodologies
1 1,978 (89.62%) Agile
2 1,928 (87.36%) Scrum
3 822 (37.25%) DevOps
4 814 (36.88%) Software Engineering
5 688 (31.17%) CI/CD
6 616 (27.91%) TDD
7 522 (23.65%) Mentoring
8 497 (22.52%) Test Automation
9 492 (22.29%) Coaching
10 485 (21.98%) Continuous Integration
11 447 (20.25%) Microservices
12 444 (20.12%) Continuous Improvement
13 379 (17.17%) BDD
14 361 (16.36%) Problem-Solving
15 337 (15.27%) Full Stack Development
16 294 (13.32%) SDLC
17 288 (13.05%) OO
18 266 (12.05%) Continuous Delivery
19 253 (11.46%) Fintech
20 245 (11.10%) Pair Programming
Programming Languages
1 656 (29.72%) Java
2 652 (29.54%) JavaScript
3 458 (20.75%) SQL
4 456 (20.66%) C#
5 435 (19.71%) Python
6 365 (16.54%) TypeScript
7 157 (7.11%) PHP
8 149 (6.75%) Kotlin
9 148 (6.71%) Ruby
10 124 (5.62%) Go
11 114 (5.17%) Scala
12 84 (3.81%) PowerShell
13 68 (3.08%) C++
14 57 (2.58%) ES6
15 45 (2.04%) Bash
16 34 (1.54%) Groovy
17 30 (1.36%) Rust
18 27 (1.22%) Apple Swift
19 26 (1.18%) Clojure
20 25 (1.13%) Shell Script
Qualifications
1 221 (10.01%) Degree
2 105 (4.76%) Computer Science Degree
3 91 (4.12%) Security Cleared
4 51 (2.31%) Master's Degree
5 37 (1.68%) Microsoft Certification
5 37 (1.68%) SC Cleared
6 33 (1.50%) AWS Certification
7 28 (1.27%) PMI Certification
8 25 (1.13%) ISEB
9 24 (1.09%) ISTQB
10 17 (0.77%) Six Sigma Black Belt
11 10 (0.45%) Numerate Degree
11 10 (0.45%) Postgraduate
12 8 (0.36%) DBS Check
13 7 (0.32%) DV Cleared
14 6 (0.27%) CSPO
15 5 (0.23%) BPSS Clearance
16 4 (0.18%) MBA
17 3 (0.14%) ISTQB Advanced Certification
17 3 (0.14%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 310 (14.05%) QA
2 112 (5.07%) Accessibility
3 27 (1.22%) Data Quality
4 15 (0.68%) GDPR
4 15 (0.68%) WAI
5 7 (0.32%) PMO
6 6 (0.27%) WCAG
7 2 (0.091%) Good Clinical Practice
7 2 (0.091%) GxP
7 2 (0.091%) ISO/IEC 27001
7 2 (0.091%) SLA
8 1 (0.045%) IFRS
8 1 (0.045%) IFRS 17
8 1 (0.045%) P3O
8 1 (0.045%) PCI DSS
System Software
1 491 (22.25%) Docker
2 24 (1.09%) VMware Infrastructure
3 18 (0.82%) Hyper-V
4 17 (0.77%) Active Directory
5 9 (0.41%) Varnish
6 8 (0.36%) VMware ESXi
7 6 (0.27%) Virtual Machines
8 2 (0.091%) Ceph
8 2 (0.091%) flannel
8 2 (0.091%) Gluster
8 2 (0.091%) HDFS
8 2 (0.091%) VMware NSX
9 1 (0.045%) Active Directory Lightweight Directory Services
9 1 (0.045%) KVM
Systems Management
1 433 (19.62%) Kubernetes
2 325 (14.73%) Terraform
3 72 (3.26%) Ansible
4 24 (1.09%) HP Quality Center
5 23 (1.04%) Grafana
6 20 (0.91%) Puppet
7 16 (0.72%) Rancher
8 14 (0.63%) Argo
8 14 (0.63%) Kibana
9 13 (0.59%) HAProxy
9 13 (0.59%) ZABBIX
10 12 (0.54%) Failover Clustering
10 12 (0.54%) logstash
11 9 (0.41%) Opscode Chef
12 7 (0.32%) Marathon
12 7 (0.32%) Mesos
12 7 (0.32%) Prometheus
13 6 (0.27%) Hadoop YARN
14 5 (0.23%) Oracle Enterprise Manager
15 4 (0.18%) Packer
Vendors
1 245 (11.10%) Microsoft
2 217 (9.83%) Google
3 87 (3.94%) Oracle
4 64 (2.90%) Spotify
5 57 (2.58%) Salesforce.com
6 50 (2.27%) SAP
7 33 (1.50%) Atlassian
8 31 (1.40%) Zend
9 29 (1.31%) VMware
10 27 (1.22%) Adobe
11 20 (0.91%) Dell
11 20 (0.91%) Salesforce Marketing Cloud
12 19 (0.86%) IBM
12 19 (0.86%) Perforce
13 13 (0.59%) ServiceNow
14 12 (0.54%) Apple
14 12 (0.54%) Dynatrace
15 11 (0.50%) Mercator
15 11 (0.50%) Zopa
16 10 (0.45%) Kount