Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Kanban
England > North West
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 135 104 146
Rank change year-on-year -31 +42 +49
Permanent jobs citing Kanban 315 371 267
As % of all permanent IT jobs advertised in the North West 2.37% 2.96% 2.08%
As % of the Processes & Methodologies category 2.63% 3.30% 2.32%
Number of salaries quoted 270 342 255
North West median annual salary £50,000 £45,000 £37,500
Median salary % change year-on-year +11.11% +20.00% -
10th Percentile £22,500 £22,500 £25,200
90th Percentile £68,750 £70,000 £50,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 11955 11235 11504
As % of all permanent IT jobs advertised in the North West 89.92% 89.78% 89.43%
Number of salaries quoted 9506 9368 9511
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 22 November 2017.

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 22 November 2017. 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 -30 230 £47,500 - 28
Cheshire -46 59 £62,500 +78.57% 7
Merseyside +16 19 £57,500 +9.52% 2
Lancashire +9 7 £40,000 -3.03% 1
Kanban
England

For the 6 months to 22 November 2017, IT jobs citing Kanban also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Kanban.

1 308 (97.78%) Agile Software Development
2 249 (79.05%) Scrum
3 186 (59.05%) TDD
4 165 (52.38%) .NET
5 154 (48.89%) MVC
6 149 (47.30%) C#
7 117 (37.14%) SQL Server
7 117 (37.14%) ASP.NET
8 116 (36.83%) JavaScript
9 110 (34.92%) AngularJS
9 110 (34.92%) ASP.NET Web API
10 108 (34.29%) ASP.NET MVC
11 104 (33.02%) Dependency Injection
11 104 (33.02%) Ruby
12 98 (31.11%) WPF
13 91 (28.89%) KnockoutJS
14 89 (28.25%) TeamCity
15 86 (27.30%) Microsoft Azure
16 85 (26.98%) MongoDB
17 84 (26.67%) CSS
18 83 (26.35%) HTML
19 79 (25.08%) Amazon AWS
19 79 (25.08%) RESTful
20 78 (24.76%) BDD
20 78 (24.76%) Twitter Bootstrap
21 71 (22.54%) Continuous Integration
22 70 (22.22%) Java
23 68 (21.59%) Multithreading
24 67 (21.27%) SQL
25 66 (20.95%) OO

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 66 (20.95%) Elasticsearch
2 16 (5.08%) Apache
3 10 (3.17%) Tomcat
4 7 (2.22%) Confluence
4 7 (2.22%) IIS
4 7 (2.22%) JBoss
5 6 (1.90%) Apache Solr
6 4 (1.27%) Apache Spark
7 3 (0.95%) WebSphere
8 2 (0.63%) nginx
9 1 (0.32%) Jetty
9 1 (0.32%) K2 blackpearl
9 1 (0.32%) SharePoint
9 1 (0.32%) Tornado
9 1 (0.32%) WebLogic
9 1 (0.32%) WordPress
Applications
1 8 (2.54%) Microsoft Excel
2 3 (0.95%) InVision
2 3 (0.95%) UXPin
3 2 (0.63%) Microsoft PowerPoint
4 1 (0.32%) Chatbot
4 1 (0.32%) Microsoft Office
Business Applications
1 4 (1.27%) Magento
2 1 (0.32%) Dynamics CRM
Cloud Services
1 86 (27.30%) Microsoft Azure
2 79 (25.08%) Amazon AWS
3 5 (1.59%) Amazon ElastiCache
3 5 (1.59%) Cloud Computing
4 3 (0.95%) npm
4 3 (0.95%) OpenShift
5 2 (0.63%) PaaS
6 1 (0.32%) Basecamp
6 1 (0.32%) BlazeMeter
6 1 (0.32%) Google Cloud Platform
Communications & Networking
1 21 (6.67%) Broadband
2 13 (4.13%) HTTP
3 8 (2.54%) WinSCP
4 6 (1.90%) Internet
5 3 (0.95%) AMQP
5 3 (0.95%) Ethernet
5 3 (0.95%) RS-232
5 3 (0.95%) TCP/IP
6 1 (0.32%) NAS
6 1 (0.32%) SAN
6 1 (0.32%) WAN
Database & Business Intelligence
1 117 (37.14%) SQL Server
2 85 (26.98%) MongoDB
3 64 (20.32%) SQL Server 2014
4 38 (12.06%) MySQL
5 31 (9.84%) SQL Server 2016
6 29 (9.21%) NoSQL
7 18 (5.71%) Relational Database
8 9 (2.86%) Redis
8 9 (2.86%) Riak
9 8 (2.54%) CouchDB
9 8 (2.54%) SQL Server Integration Services
9 8 (2.54%) SQL Server Reporting Services
10 6 (1.90%) Big Data
10 6 (1.90%) Neo4j
10 6 (1.90%) RDBMS
11 5 (1.59%) Data Warehouse
12 4 (1.27%) SQL Server 2012
13 3 (0.95%) Couchbase
13 3 (0.95%) DB2
13 3 (0.95%) Hadoop
Development Applications
1 89 (28.25%) TeamCity
2 60 (19.05%) Git (software)
3 58 (18.41%) NUnit
4 41 (13.02%) MSTest
5 26 (8.25%) JIRA
6 21 (6.67%) Selenium
7 15 (4.76%) gulp
8 14 (4.44%) Grunt
8 14 (4.44%) Subversion
9 11 (3.49%) Xcode
10 9 (2.86%) SpecFlow
11 8 (2.54%) Cucumber
11 8 (2.54%) Team Foundation Server
12 7 (2.22%) Jenkins
12 7 (2.22%) Maven
12 7 (2.22%) Visual Studio
13 6 (1.90%) Jasmine
14 5 (1.59%) Bitbucket
14 5 (1.59%) Gradle
14 5 (1.59%) NuGet
General
1 46 (14.60%) Finance
2 39 (12.38%) Games
3 22 (6.98%) Telecoms
4 19 (6.03%) Retail
5 13 (4.13%) Marketing
6 9 (2.86%) Banking
7 7 (2.22%) Advertising
8 5 (1.59%) Electronics
8 5 (1.59%) Manufacturing
9 2 (0.63%) Music Industry
10 1 (0.32%) Law
10 1 (0.32%) Legal
Job Titles
1 199 (63.17%) Developer
2 111 (35.24%) .NET Developer
3 38 (12.06%) Junior
4 37 (11.75%) Junior Developer
5 32 (10.16%) Graduate
5 32 (10.16%) Graduate Developer
6 31 (9.84%) Graduate .NET Developer
6 31 (9.84%) Junior .NET Developer
6 31 (9.84%) Messaging Developer
6 31 (9.84%) Senior Developer
7 30 (9.52%) C# Developer
8 29 (9.21%) Software Engineer
9 27 (8.57%) Scrum Master
10 24 (7.62%) C# .NET Developer
11 22 (6.98%) Java Developer
11 22 (6.98%) Software Developer
12 18 (5.71%) Team Leader
13 17 (5.40%) Senior Software Engineer
13 17 (5.40%) Telecoms Developer
14 15 (4.76%) Lead Developer
Libraries, Frameworks & Software Standards
1 165 (52.38%) .NET
2 117 (37.14%) ASP.NET
3 110 (34.92%) AngularJS
3 110 (34.92%) ASP.NET Web API
4 108 (34.29%) ASP.NET MVC
5 98 (31.11%) WPF
6 91 (28.89%) KnockoutJS
7 84 (26.67%) CSS
8 83 (26.35%) HTML
9 79 (25.08%) RESTful
10 78 (24.76%) Twitter Bootstrap
11 61 (19.37%) .NET Framework
11 61 (19.37%) MSMQ
12 54 (17.14%) Entity Framework
13 50 (15.87%) WCF
14 44 (13.97%) ASP.NET MVC 5
15 43 (13.65%) Web Services
16 42 (13.33%) Spring
17 39 (12.38%) jQuery
18 38 (12.06%) Ninject
Miscellaneous
1 43 (13.65%) Computer Science
2 36 (11.43%) Greenfield Project
3 25 (7.94%) Enterprise Software
4 22 (6.98%) Analytical Skills
5 16 (5.08%) User Experience
6 10 (3.17%) Mobile App
6 10 (3.17%) Social Network
7 9 (2.86%) Virtual Team
8 6 (1.90%) Management Information System
8 6 (1.90%) Wiki
9 5 (1.59%) iPad
10 4 (1.27%) Data Structures
10 4 (1.27%) Xbox
11 3 (0.95%) Industrial Internet of Things
11 3 (0.95%) Internet of Things
12 2 (0.63%) Mainframe
13 1 (0.32%) Algorithms
13 1 (0.32%) Clustering
13 1 (0.32%) Data Centre
13 1 (0.32%) e-Learning
Operating Systems
1 40 (12.70%) Windows
2 39 (12.38%) Linux
3 15 (4.76%) Apple iOS
4 8 (2.54%) Ubuntu
4 8 (2.54%) Unix
5 3 (0.95%) Android
5 3 (0.95%) Mac OS
5 3 (0.95%) Red Hat Enterprise Linux
5 3 (0.95%) Windows Embedded Compact
5 3 (0.95%) Windows Server
Processes & Methodologies
1 308 (97.78%) Agile Software Development
2 249 (79.05%) Scrum
3 186 (59.05%) TDD
4 154 (48.89%) MVC
5 104 (33.02%) Dependency Injection
6 78 (24.76%) BDD
7 71 (22.54%) Continuous Integration
8 68 (21.59%) Multithreading
9 66 (20.95%) OO
10 61 (19.37%) Software Engineering
10 61 (19.37%) Web Application Development
11 53 (16.83%) DevOps
11 53 (16.83%) Test Automation
12 50 (15.87%) Web Development
13 47 (14.92%) OOP
14 41 (13.02%) MVVM
15 33 (10.48%) Inversion of Control
16 31 (9.84%) Unit Testing
17 29 (9.21%) SOLID
18 25 (7.94%) E-Commerce
Programming Languages
1 149 (47.30%) C#
2 116 (36.83%) JavaScript
3 104 (33.02%) Ruby
4 70 (22.22%) Java
5 67 (21.27%) SQL
6 63 (20.00%) F#
7 36 (11.43%) PHP
8 27 (8.57%) TypeScript
9 26 (8.25%) Python
10 22 (6.98%) VB.NET
11 18 (5.71%) VB
12 16 (5.08%) C
13 14 (4.44%) Apple Swift
13 14 (4.44%) Scala
14 10 (3.17%) C++
15 6 (1.90%) Go
15 6 (1.90%) Groovy
16 5 (1.59%) Bash Shell
17 4 (1.27%) Objective-C
17 4 (1.27%) T-SQL
Qualifications
1 28 (8.89%) Degree
2 11 (3.49%) Computer Science Degree
3 5 (1.59%) Master's Degree
4 3 (0.95%) DV Cleared
4 3 (0.95%) Security Cleared
5 2 (0.63%) HND
6 1 (0.32%) ISTQB
6 1 (0.32%) PMI Certification
Quality Assurance & Compliance
1 22 (6.98%) QA
2 5 (1.59%) Web Application Security Consortium
System Software
1 10 (3.17%) Docker
2 3 (0.95%) Active Directory
Systems Management
1 61 (19.37%) Kibana
2 30 (9.52%) Business Desktop Deployment
2 30 (9.52%) WSUS
3 13 (4.13%) Opscode Chef
4 11 (3.49%) Puppet
5 5 (1.59%) Ansible
6 2 (0.63%) Cobbler
6 2 (0.63%) Kubernetes
7 1 (0.32%) Salt
Vendors
1 63 (20.00%) Microsoft
2 36 (11.43%) Google
3 23 (7.30%) Oracle
4 11 (3.49%) Apple
4 11 (3.49%) Twitter
5 10 (3.17%) Facebook
6 5 (1.59%) SAP
6 5 (1.59%) WorldPay
7 4 (1.27%) Apigee
8 3 (0.95%) IBM
8 3 (0.95%) iManage
8 3 (0.95%) Red Hat
8 3 (0.95%) Sybase
8 3 (0.95%) Xamarin
8 3 (0.95%) Zend
9 2 (0.63%) Aquila
9 2 (0.63%) Atlassian
9 2 (0.63%) DevExpress
9 2 (0.63%) TIBCO
10 1 (0.32%) Rackspace