Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Kanban
England > North West
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 99 138 103
Rank change year-on-year +39 -35 +51
Permanent jobs citing Kanban 350 312 369
As % of all permanent IT jobs advertised in the North West 2.98% 2.35% 2.95%
As % of the Processes & Methodologies category 3.29% 2.58% 3.23%
Number of salaries quoted 307 269 340
North West median annual salary £50,000 £50,000 £42,500
Median salary % change year-on-year - +17.65% +13.33%
10th Percentile £33,750 £22,500 £22,500
90th Percentile £75,000 £68,750 £70,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 10,637 12,090 11,414
As % of all permanent IT jobs advertised in the North West 90.67% 91.09% 91.28%
Number of salaries quoted 8,541 9,621 9,532
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £26,000
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Kanban
Job Vacancy Trend in the North West

Job postings citing Kanban as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Kanban in the North West

Kanban
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kanban in the North West.

Salary trend for Kanban in the North West

Kanban
Salary Histogram in the North West

The salary distribution of IT jobs citing Kanban in the North West over the 6 months to 15 November 2018.

Salary histogram for Kanban in the North West

Kanban
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kanban within the North West region over the 6 months to 15 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +35 283 £50,000 +8.11% 44
Cheshire +10 47 £55,000 -12.00% 7
Merseyside +9 12 £44,000 -23.48% 2
Lancashire +14 7 £37,500 -6.25%
Cumbria - 2 £35,000 -
Kanban
England

For the 6 months to 15 November 2018, IT jobs citing Kanban also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for Kanban.

1 312 (89.14%) Agile Software Development
2 306 (87.43%) Scrum
3 232 (66.29%) C#
4 230 (65.71%) TDD
5 226 (64.57%) Continuous Integration
6 225 (64.29%) .NET
7 181 (51.71%) SQL Server
8 144 (41.14%) Dependency Injection
8 144 (41.14%) SQL Server 2016
9 122 (34.86%) JavaScript
10 116 (33.14%) MVC
11 112 (32.00%) ASP.NET
12 109 (31.14%) AngularJS
13 99 (28.29%) Java
14 98 (28.00%) MVVM
14 98 (28.00%) BDD
15 97 (27.71%) WPF
16 94 (26.86%) ASP.NET Web API
17 93 (26.57%) Microsoft
18 91 (26.00%) ASP.NET MVC
19 83 (23.71%) RESTful
20 71 (20.29%) Twitter Bootstrap
20 71 (20.29%) SQL
21 69 (19.71%) Greenfield Project
22 68 (19.43%) Software Engineering
23 64 (18.29%) KnockoutJS
24 61 (17.43%) Test Automation
25 54 (15.43%) Web Application Development
25 54 (15.43%) Finance
26 53 (15.14%) ASP.NET Core

Kanban
Co-occurring IT Skills in the North West 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 10 (2.86%) JBoss
1 10 (2.86%) nginx
1 10 (2.86%) WebLogic
1 10 (2.86%) WebSphere
2 9 (2.57%) Apache Pig
3 7 (2.00%) Confluence
3 7 (2.00%) Elasticsearch
4 5 (1.43%) Apache
5 3 (0.86%) Apache Spark
5 3 (0.86%) IIS
6 1 (0.29%) Jetty
6 1 (0.29%) Tomcat
6 1 (0.29%) WildFly
Applications
1 2 (0.57%) Microsoft Excel
2 1 (0.29%) Microsoft PowerPoint
2 1 (0.29%) MS Visio
2 1 (0.29%) Spreadsheet
Business Applications
1 1 (0.29%) Workfront
Cloud Services
1 46 (13.14%) Microsoft Azure
2 42 (12.00%) Amazon AWS
3 14 (4.00%) GitHub
4 13 (3.71%) Google Cloud Platform
5 6 (1.71%) Cloud Computing
5 6 (1.71%) SaaS
6 4 (1.14%) BlazeMeter
7 2 (0.57%) Amazon EC2
7 2 (0.57%) Amazon ElastiCache
8 1 (0.29%) Amazon EMR
8 1 (0.29%) Amazon S3
8 1 (0.29%) Amazon SageMaker
8 1 (0.29%) Amazon SQS
8 1 (0.29%) AWS Lambda
8 1 (0.29%) Route 53
8 1 (0.29%) Salesforce Service Cloud
8 1 (0.29%) Serverless
Communications & Networking
1 46 (13.14%) Internet
2 25 (7.14%) Hyperconnected
3 21 (6.00%) Broadband
4 17 (4.86%) Firewall
5 15 (4.29%) HTTP
6 8 (2.29%) SSL
6 8 (2.29%) TCP/IP
7 1 (0.29%) AMQP
Database & Business Intelligence
1 181 (51.71%) SQL Server
2 144 (41.14%) SQL Server 2016
3 31 (8.86%) NoSQL
4 26 (7.43%) MySQL
5 20 (5.71%) MongoDB
6 12 (3.43%) Big Data
6 12 (3.43%) Hadoop
7 11 (3.14%) Redis
7 11 (3.14%) Relational Database
8 9 (2.57%) Amazon Redshift
8 9 (2.57%) Apache Hive
8 9 (2.57%) Couchbase
9 8 (2.29%) RDBMS
10 3 (0.86%) Blockchain
10 3 (0.86%) Data Warehouse
11 2 (0.57%) PostgreSQL
11 2 (0.57%) Riak
11 2 (0.57%) SQL Server 2014
11 2 (0.57%) SQL Server Integration Services
11 2 (0.57%) SQL Server Reporting Services
Development Applications
1 45 (12.86%) Git (software)
1 45 (12.86%) JIRA
2 39 (11.14%) Selenium
3 25 (7.14%) MSTest
3 25 (7.14%) NUnit
4 21 (6.00%) TeamCity
5 19 (5.43%) Jenkins
6 17 (4.86%) Bitbucket
7 16 (4.57%) SpecFlow
8 14 (4.00%) Maven
9 12 (3.43%) Ant
9 12 (3.43%) Gradle
9 12 (3.43%) JUnit
9 12 (3.43%) Mockito
10 11 (3.14%) Atlassian Bamboo
11 10 (2.86%) Cucumber
12 8 (2.29%) CodeSonar
12 8 (2.29%) git-flow
12 8 (2.29%) Robot Framework
13 7 (2.00%) JMeter
General
1 54 (15.43%) Finance
2 36 (10.29%) Retail
3 33 (9.43%) Telecoms
4 32 (9.14%) Games
5 16 (4.57%) Electronics
6 15 (4.29%) Marketing
7 13 (3.71%) Manufacturing
8 1 (0.29%) Banking
8 1 (0.29%) Front Office
8 1 (0.29%) Legal
Job Titles
1 212 (60.57%) Developer
2 168 (48.00%) .NET Developer
3 112 (32.00%) C# Developer
4 107 (30.57%) C# .NET Developer
5 61 (17.43%) C# WPF Developer
5 61 (17.43%) WPF Developer
6 36 (10.29%) Software Engineer
7 26 (7.43%) ASP.NET Developer
7 26 (7.43%) C# ASP.NET Developer
8 25 (7.14%) Internet Developer
9 21 (6.00%) Senior Developer
9 21 (6.00%) Telecoms Developer
10 20 (5.71%) Messaging Developer
11 19 (5.43%) C# Software Engineer
12 18 (5.14%) Java Developer
12 18 (5.14%) Lead Developer
13 15 (4.29%) Java Engineer
13 15 (4.29%) Scrum Master
14 12 (3.43%) Architect
14 12 (3.43%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 225 (64.29%) .NET
2 112 (32.00%) ASP.NET
3 109 (31.14%) AngularJS
4 97 (27.71%) WPF
5 94 (26.86%) ASP.NET Web API
6 91 (26.00%) ASP.NET MVC
7 83 (23.71%) RESTful
8 71 (20.29%) Twitter Bootstrap
9 64 (18.29%) KnockoutJS
10 53 (15.14%) ASP.NET Core
11 49 (14.00%) HTML
12 44 (12.57%) CSS
13 43 (12.29%) WCF
14 42 (12.00%) .NET Framework
15 37 (10.57%) React
16 33 (9.43%) WinForms
17 31 (8.86%) SOAP
18 26 (7.43%) Web Services
19 25 (7.14%) ASP.NET MVC 5
20 24 (6.86%) Spring
Miscellaneous
1 69 (19.71%) Greenfield Project
2 43 (12.29%) Analytical Skills
3 29 (8.29%) Enterprise Software
4 24 (6.86%) Social Network
5 21 (6.00%) Computer Science
5 21 (6.00%) Tandem
6 12 (3.43%) Blog
6 12 (3.43%) PMI
6 12 (3.43%) User Experience
7 9 (2.57%) Algorithms
8 8 (2.29%) Data Structures
9 5 (1.43%) Management Information System
9 5 (1.43%) Self-Motivation
10 4 (1.14%) Mobile App
11 3 (0.86%) EPoS
11 3 (0.86%) Fintech
12 2 (0.57%) Client/Server
13 1 (0.29%) Clustering
13 1 (0.29%) N-Tier
13 1 (0.29%) Replication
Operating Systems
1 33 (9.43%) Windows
2 30 (8.57%) Linux
3 9 (2.57%) Unix
4 8 (2.29%) Android
4 8 (2.29%) Apple iOS
4 8 (2.29%) Mac OS X
5 1 (0.29%) Windows Server
Processes & Methodologies
1 312 (89.14%) Agile Software Development
2 306 (87.43%) Scrum
3 230 (65.71%) TDD
4 226 (64.57%) Continuous Integration
5 144 (41.14%) Dependency Injection
6 116 (33.14%) MVC
7 98 (28.00%) BDD
7 98 (28.00%) MVVM
8 68 (19.43%) Software Engineering
9 61 (17.43%) Test Automation
10 54 (15.43%) Web Application Development
11 45 (12.86%) Deployment Automation
12 39 (11.14%) OO
13 37 (10.57%) Problem-Solving
14 34 (9.71%) SDLC
15 31 (8.86%) Coaching
16 29 (8.29%) Inversion of Control
17 27 (7.71%) Continuous Delivery
18 26 (7.43%) DevOps
19 22 (6.29%) Asset Management
Programming Languages
1 232 (66.29%) C#
2 122 (34.86%) JavaScript
3 99 (28.29%) Java
4 71 (20.29%) SQL
5 30 (8.57%) Python
6 28 (8.00%) PHP
7 22 (6.29%) T-SQL
8 20 (5.71%) C++
9 17 (4.86%) Ruby
10 14 (4.00%) C
11 12 (3.43%) PowerShell
12 10 (2.86%) Java 8
12 10 (2.86%) Scala
13 9 (2.57%) Bash Shell
14 8 (2.29%) Objective-C
15 7 (2.00%) F#
15 7 (2.00%) Go
16 6 (1.71%) R
17 4 (1.14%) Groovy
18 1 (0.29%) Apex Code
Qualifications
1 21 (6.00%) Degree
2 13 (3.71%) DV Cleared
2 13 (3.71%) Security Cleared
3 12 (3.43%) PMI Certification
4 9 (2.57%) Microsoft Certification
5 8 (2.29%) CCNA
5 8 (2.29%) Cisco Certification
5 8 (2.29%) CISSP
5 8 (2.29%) CompTIA Security+
5 8 (2.29%) GIAC
5 8 (2.29%) Linux+ Certification
5 8 (2.29%) MCSE
5 8 (2.29%) Network+ Certification
5 8 (2.29%) SANS
5 8 (2.29%) SSCP
6 7 (2.00%) Computer Science Degree
7 6 (1.71%) ISTQB
8 2 (0.57%) Master's Degree
9 1 (0.29%) ISEB
9 1 (0.29%) MCSA
Quality Assurance & Compliance
1 19 (5.43%) QA
2 10 (2.86%) GDPR
3 2 (0.57%) Web Application Security Consortium
System Software
1 36 (10.29%) Docker
2 9 (2.57%) VMware Infrastructure
3 8 (2.29%) vSphere
4 4 (1.14%) Virtual Machines
5 1 (0.29%) Active Directory
5 1 (0.29%) HDFS
Systems Management
1 13 (3.71%) Kubernetes
2 10 (2.86%) Opscode Chef
3 9 (2.57%) Packer
3 9 (2.57%) Puppet
4 8 (2.29%) Salt
5 7 (2.00%) Kibana
6 4 (1.14%) Istio
7 2 (0.57%) Ansible
8 1 (0.29%) Cobbler
8 1 (0.29%) Oozie
Vendors
1 93 (26.57%) Microsoft
2 26 (7.43%) Oracle
3 24 (6.86%) Facebook
3 24 (6.86%) Twitter
4 20 (5.71%) Google
5 14 (4.00%) WorldPay
6 12 (3.43%) SAP
7 9 (2.57%) Aquila
7 9 (2.57%) Atlassian
7 9 (2.57%) Red Hat
7 9 (2.57%) VMware
8 3 (0.86%) DevExpress
9 1 (0.29%) IBM
9 1 (0.29%) iManage
9 1 (0.29%) Salesforce.com
9 1 (0.29%) TIBCO