Period
to 18 February 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Kanban
England > North West
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 109 97 159
Rank change year-on-year -12 +62 +53
Permanent jobs citing Kanban 382 382 223
As % of all permanent IT jobs advertised in the North West 3.01% 3.10% 1.86%
As % of the Processes & Methodologies category 3.31% 3.43% 2.09%
Number of salaries quoted 303 354 218
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 £28,375
90th Percentile £68,750 £73,375 £50,075
England median annual salary £55,000 £55,000 £55,000

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 11,547 11,131 10,650
As % of all permanent IT jobs advertised in the North West 90.94% 90.44% 88.71%
Number of salaries quoted 9,222 9,283 8,847
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,261 £26,000 £24,750
90th Percentile £66,250 £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 18 February 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 18 February 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 -3 267 £47,500 +2.15% 38
Cheshire -35 71 £62,500 +78.57% 8
Merseyside +25 35 £57,500 +9.52% 2
Lancashire +18 9 £37,500 +74.42% 3
Kanban
England

For the 6 months to 18 February 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.

1 372 (97.38%) Agile Software Development
2 297 (77.75%) Scrum
3 230 (60.21%) TDD
4 203 (53.14%) .NET
5 181 (47.38%) C#
6 158 (41.36%) SQL Server
7 147 (38.48%) MVC
8 138 (36.13%) ASP.NET
9 116 (30.37%) Dependency Injection
10 115 (30.10%) Ruby
11 112 (29.32%) WPF
12 110 (28.80%) Java
13 108 (28.27%) ASP.NET MVC
14 107 (28.01%) BDD
15 106 (27.75%) AngularJS
16 105 (27.49%) ASP.NET Web API
17 101 (26.44%) TeamCity
17 101 (26.44%) JavaScript
18 98 (25.65%) Software Engineering
19 94 (24.61%) Continuous Integration
19 94 (24.61%) KnockoutJS
20 93 (24.35%) OO
21 92 (24.08%) MongoDB
22 91 (23.82%) RESTful
23 89 (23.30%) Microsoft Azure
24 80 (20.94%) Twitter Bootstrap
24 80 (20.94%) SQL
25 79 (20.68%) Amazon AWS
26 78 (20.42%) CSS
27 76 (19.90%) HTML

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 74 (19.37%) Elasticsearch
2 15 (3.93%) Apache
3 13 (3.40%) Confluence
4 11 (2.88%) Tomcat
5 10 (2.62%) Apache Solr
5 10 (2.62%) JBoss
6 8 (2.09%) IIS
7 7 (1.83%) Apache Spark
8 2 (0.52%) SharePoint
8 2 (0.52%) WebSphere
9 1 (0.26%) Apache Pig
Applications
1 7 (1.83%) Microsoft Excel
2 4 (1.05%) Microsoft Office
3 3 (0.79%) Microsoft Project
3 3 (0.79%) MS Visio
4 2 (0.52%) Microsoft PowerPoint
5 1 (0.26%) Chatbot
Business Applications
1 4 (1.05%) Magento
2 3 (0.79%) Salesforce.com CRM
Cloud Services
1 89 (23.30%) Microsoft Azure
2 79 (20.68%) Amazon AWS
3 14 (3.66%) Cloud Computing
4 11 (2.88%) Amazon ElastiCache
5 9 (2.36%) OpenShift
6 4 (1.05%) npm
7 2 (0.52%) Basecamp
7 2 (0.52%) PaaS
8 1 (0.26%) BlazeMeter
8 1 (0.26%) Google Cloud Platform
Communications & Networking
1 30 (7.85%) Broadband
2 18 (4.71%) HTTP
3 4 (1.05%) Internet
3 4 (1.05%) WinSCP
4 1 (0.26%) AMQP
4 1 (0.26%) NAS
4 1 (0.26%) SAN
4 1 (0.26%) WAN
Database & Business Intelligence
1 158 (41.36%) SQL Server
2 92 (24.08%) MongoDB
3 71 (18.59%) SQL Server 2014
4 42 (10.99%) SQL Server 2016
5 41 (10.73%) MySQL
6 27 (7.07%) NoSQL
7 14 (3.66%) Data Warehouse
7 14 (3.66%) Relational Database
8 13 (3.40%) Redis
9 7 (1.83%) Big Data
9 7 (1.83%) Riak
10 6 (1.57%) CouchDB
10 6 (1.57%) Neo4j
11 5 (1.31%) RDBMS
12 4 (1.05%) Hadoop
12 4 (1.05%) SQL Server Integration Services
12 4 (1.05%) SQL Server Reporting Services
13 3 (0.79%) MS Access
14 2 (0.52%) Blockchain
14 2 (0.52%) SQL Server 2008
Development Applications
1 101 (26.44%) TeamCity
2 65 (17.02%) NUnit
3 64 (16.75%) Git (software)
4 47 (12.30%) MSTest
5 38 (9.95%) JIRA
6 25 (6.54%) Jenkins
7 23 (6.02%) Selenium
8 15 (3.93%) Moq
8 15 (3.93%) Rhino Mocks
9 12 (3.14%) Subversion
10 11 (2.88%) Maven
11 10 (2.62%) WebDriver
12 9 (2.36%) Gradle
12 9 (2.36%) gulp
12 9 (2.36%) JUnit
12 9 (2.36%) Mockito
12 9 (2.36%) SpecFlow
13 8 (2.09%) Grunt
14 7 (1.83%) Cucumber
15 5 (1.31%) Visual Studio
General
1 61 (15.97%) Finance
2 55 (14.40%) Retail
3 41 (10.73%) Games
4 26 (6.81%) Telecoms
5 12 (3.14%) Banking
6 3 (0.79%) Investment Banking
6 3 (0.79%) Law
7 2 (0.52%) Advertising
8 1 (0.26%) Automotive
8 1 (0.26%) Legal
8 1 (0.26%) Marketing
Job Titles
1 221 (57.85%) Developer
2 148 (38.74%) .NET Developer
3 43 (11.26%) C# Developer
4 42 (10.99%) C# .NET Developer
5 40 (10.47%) Junior
6 38 (9.95%) Junior Developer
7 36 (9.42%) Graduate
7 36 (9.42%) Graduate .NET Developer
7 36 (9.42%) Graduate Developer
7 36 (9.42%) Junior .NET Developer
8 34 (8.90%) Scrum Master
8 34 (8.90%) Senior Developer
8 34 (8.90%) Software Developer
9 33 (8.64%) Messaging Developer
10 31 (8.12%) Java Engineer
11 28 (7.33%) Software Engineer
12 27 (7.07%) Java Developer
13 26 (6.81%) Telecoms Developer
14 23 (6.02%) ASP.NET Developer
14 23 (6.02%) C# ASP.NET Developer
Libraries, Frameworks & Software Standards
1 203 (53.14%) .NET
2 138 (36.13%) ASP.NET
3 112 (29.32%) WPF
4 108 (28.27%) ASP.NET MVC
5 106 (27.75%) AngularJS
6 105 (27.49%) ASP.NET Web API
7 94 (24.61%) KnockoutJS
8 91 (23.82%) RESTful
9 80 (20.94%) Twitter Bootstrap
10 78 (20.42%) CSS
11 76 (19.90%) HTML
12 69 (18.06%) MSMQ
13 58 (15.18%) .NET Framework
14 57 (14.92%) RabbitMQ
15 53 (13.87%) Spring
16 50 (13.09%) Entity Framework
17 49 (12.83%) WCF
18 45 (11.78%) Ninject
19 44 (11.52%) ASP.NET MVC 5
20 43 (11.26%) WinForms
Miscellaneous
1 57 (14.92%) Computer Science
2 48 (12.57%) Greenfield Project
3 32 (8.38%) Enterprise Software
4 16 (4.19%) Analytical Skills
5 15 (3.93%) Social Network
6 10 (2.62%) Virtual Team
7 9 (2.36%) Xbox
8 6 (1.57%) Management Information System
8 6 (1.57%) Wiki
9 4 (1.05%) PMI
10 3 (0.79%) Algorithms
10 3 (0.79%) Data Structures
10 3 (0.79%) Mobile App
10 3 (0.79%) User Experience
11 2 (0.52%) Fintech
12 1 (0.26%) Data Centre
12 1 (0.26%) Digital Media
12 1 (0.26%) Mainframe
12 1 (0.26%) Online Gambling
12 1 (0.26%) Online Games
Operating Systems
1 75 (19.63%) Windows
2 48 (12.57%) Linux
3 8 (2.09%) Apple iOS
3 8 (2.09%) Ubuntu
4 4 (1.05%) Android
5 3 (0.79%) Unix
5 3 (0.79%) Windows Server
6 2 (0.52%) Red Hat Enterprise Linux
Processes & Methodologies
1 372 (97.38%) Agile Software Development
2 297 (77.75%) Scrum
3 230 (60.21%) TDD
4 147 (38.48%) MVC
5 116 (30.37%) Dependency Injection
6 107 (28.01%) BDD
7 98 (25.65%) Software Engineering
8 94 (24.61%) Continuous Integration
9 93 (24.35%) OO
10 72 (18.85%) Multithreading
11 71 (18.59%) Web Application Development
12 69 (18.06%) DevOps
13 66 (17.28%) Test Automation
14 64 (16.75%) E-Commerce
15 56 (14.66%) Web Development
16 52 (13.61%) Microservices
17 49 (12.83%) OOP
18 44 (11.52%) SDLC
19 43 (11.26%) Inversion of Control
19 43 (11.26%) MVVM
Programming Languages
1 181 (47.38%) C#
2 115 (30.10%) Ruby
3 110 (28.80%) Java
4 101 (26.44%) JavaScript
5 80 (20.94%) SQL
6 70 (18.32%) F#
7 51 (13.35%) C
8 36 (9.42%) PHP
9 31 (8.12%) Python
10 30 (7.85%) VB.NET
11 27 (7.07%) VB
12 24 (6.28%) T-SQL
13 23 (6.02%) Scala
14 21 (5.50%) TypeScript
15 12 (3.14%) Go
16 8 (2.09%) C++
17 7 (1.83%) Groovy
18 6 (1.57%) Apple Swift
19 4 (1.05%) R
20 3 (0.79%) VBA
Qualifications
1 27 (7.07%) Degree
2 18 (4.71%) Computer Science Degree
3 14 (3.66%) Security Cleared
4 11 (2.88%) Master's Degree
5 5 (1.31%) DV Cleared
6 4 (1.05%) PMI Certification
7 3 (0.79%) CAPM
7 3 (0.79%) ISTQB
7 3 (0.79%) PMP
7 3 (0.79%) SC Cleared
8 1 (0.26%) HND
Quality Assurance & Compliance
1 35 (9.16%) QA
2 11 (2.88%) Web Application Security Consortium
3 1 (0.26%) GCP
System Software
1 21 (5.50%) Docker
2 3 (0.79%) Active Directory
3 1 (0.26%) HDFS
3 1 (0.26%) Virtual Machines
3 1 (0.26%) VirtualBox
3 1 (0.26%) VMware Infrastructure
Systems Management
1 69 (18.06%) Kibana
2 33 (8.64%) Business Desktop Deployment
2 33 (8.64%) WSUS
3 19 (4.97%) Opscode Chef
4 15 (3.93%) Puppet
5 3 (0.79%) Kubernetes
6 2 (0.52%) Ansible
7 1 (0.26%) Cobbler
Vendors
1 73 (19.11%) Microsoft
2 41 (10.73%) WorldPay
3 37 (9.69%) Google
4 26 (6.81%) Oracle
5 16 (4.19%) Twitter
6 15 (3.93%) Facebook
7 4 (1.05%) Apigee
7 4 (1.05%) Apple
7 4 (1.05%) Atlassian
7 4 (1.05%) Red Hat
8 3 (0.79%) HP
8 3 (0.79%) iManage
8 3 (0.79%) Salesforce.com
8 3 (0.79%) Zend
9 2 (0.52%) Aquila
9 2 (0.52%) Capita
9 2 (0.52%) DevExpress
9 2 (0.52%) IBM
9 2 (0.52%) Xamarin
10 1 (0.26%) VMware