Period
to 17 August 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 17 August 2018 with a comparison to the same period in the previous 2 years.

Kanban
England > North West
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 103 137 113
Rank change year-on-year +34 -24 +41
Permanent jobs citing Kanban 373 295 295
As % of all permanent IT jobs advertised in the North West 3.06% 2.25% 2.54%
As % of the Processes & Methodologies category 3.35% 2.46% 2.81%
Number of salaries quoted 319 270 281
North West median annual salary £50,000 £45,000 £40,000
Median salary % change year-on-year +11.11% +12.50% -
10th Percentile £31,250 £22,500 £22,500
90th Percentile £72,500 £68,750 £68,750
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 11,143 12,002 10,482
As % of all permanent IT jobs advertised in the North West 91.36% 91.35% 90.33%
Number of salaries quoted 8,965 9,679 8,768
North West median annual salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00% -
10th Percentile £26,250 £26,250 £25,000
90th Percentile £67,500 £63,750 £62,500
England median annual salary £50,000 £50,000 £50,000

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 17 August 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 17 August 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 +31 276 £50,000 +11.11% 35
Cheshire +24 68 £55,000 -12.00% 11
Lancashire +26 22 £35,000 -12.50% 4
Merseyside +2 4 £40,000 -11.11%
Cumbria - 2 £35,000 -
Kanban
England

For the 6 months to 17 August 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.

1 340 (91.15%) Agile Software Development
2 313 (83.91%) Scrum
3 238 (63.81%) TDD
4 198 (53.08%) C#
5 195 (52.28%) .NET
6 185 (49.60%) Continuous Integration
7 150 (40.21%) SQL Server
8 149 (39.95%) JavaScript
9 135 (36.19%) MVC
10 130 (34.85%) Java
10 130 (34.85%) Software Engineering
11 127 (34.05%) ASP.NET
12 124 (33.24%) AngularJS
13 101 (27.08%) BDD
13 101 (27.08%) SQL Server 2016
14 97 (26.01%) Dependency Injection
15 88 (23.59%) ASP.NET MVC
16 86 (23.06%) ASP.NET Web API
17 76 (20.38%) RESTful
18 72 (19.30%) WPF
18 72 (19.30%) SQL
19 68 (18.23%) Test Automation
20 67 (17.96%) Finance
20 67 (17.96%) Microsoft
21 65 (17.43%) Python
22 64 (17.16%) HTML
23 63 (16.89%) Twitter Bootstrap
23 63 (16.89%) KnockoutJS
24 62 (16.62%) OO
25 61 (16.35%) PHP

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 24 (6.43%) Elasticsearch
2 12 (3.22%) Apache Pig
2 12 (3.22%) Apache Spark
3 11 (2.95%) IIS
4 8 (2.14%) JBoss
5 7 (1.88%) WebLogic
5 7 (1.88%) WebSphere
6 6 (1.61%) Confluence
7 4 (1.07%) Apache
8 3 (0.80%) CMS
8 3 (0.80%) Sitecore CMS
9 2 (0.54%) Tomcat
10 1 (0.27%) Jetty
10 1 (0.27%) nginx
10 1 (0.27%) SharePoint
10 1 (0.27%) Umbraco
10 1 (0.27%) WildFly
Applications
1 9 (2.41%) Microsoft Excel
2 8 (2.14%) MS Visio
3 7 (1.88%) Microsoft Office
3 7 (1.88%) Microsoft Project
4 1 (0.27%) Microsoft PowerPoint
4 1 (0.27%) Spreadsheet
Business Applications
1 6 (1.61%) Salesforce.com CRM
2 1 (0.27%) Workfront
Cloud Services
1 57 (15.28%) Amazon AWS
2 56 (15.01%) Microsoft Azure
3 21 (5.63%) Google Cloud Platform
4 16 (4.29%) SaaS
5 13 (3.49%) Cloud Computing
6 10 (2.68%) Amazon ElastiCache
7 4 (1.07%) GitHub
8 3 (0.80%) Amazon EC2
8 3 (0.80%) BlazeMeter
8 3 (0.80%) PaaS
9 2 (0.54%) IaaS
10 1 (0.27%) Amazon EMR
10 1 (0.27%) Amazon S3
10 1 (0.27%) Amazon SageMaker
10 1 (0.27%) Amazon SQS
10 1 (0.27%) AWS Lambda
10 1 (0.27%) Route 53
10 1 (0.27%) Salesforce Service Cloud
10 1 (0.27%) Serverless
Communications & Networking
1 33 (8.85%) Internet
2 23 (6.17%) HTTP
3 19 (5.09%) Hyperconnected
4 16 (4.29%) Firewall
5 13 (3.49%) Broadband
6 10 (2.68%) SSL
6 10 (2.68%) TCP/IP
7 1 (0.27%) AMQP
Database & Business Intelligence
1 150 (40.21%) SQL Server
2 101 (27.08%) SQL Server 2016
3 47 (12.60%) MySQL
4 27 (7.24%) MongoDB
5 24 (6.43%) Hadoop
6 23 (6.17%) NoSQL
7 18 (4.83%) Big Data
8 17 (4.56%) Data Warehouse
9 13 (3.49%) Redis
10 12 (3.22%) Apache Hive
11 9 (2.41%) Relational Database
12 8 (2.14%) Couchbase
12 8 (2.14%) RDBMS
13 7 (1.88%) MS Access
14 4 (1.07%) Blockchain
15 3 (0.80%) Amazon Redshift
16 2 (0.54%) SQL Server 2014
17 1 (0.27%) Amazon Athena
17 1 (0.27%) Oracle Database
17 1 (0.27%) Sqoop
Development Applications
1 44 (11.80%) Git (software)
1 44 (11.80%) JIRA
2 43 (11.53%) TeamCity
3 34 (9.12%) Selenium
4 21 (5.63%) NUnit
5 18 (4.83%) Bitbucket
6 16 (4.29%) Jenkins
7 14 (3.75%) JUnit
7 14 (3.75%) MSTest
7 14 (3.75%) SpecFlow
8 13 (3.49%) Atlassian Bamboo
9 10 (2.68%) CodeSonar
9 10 (2.68%) git-flow
9 10 (2.68%) Robot Framework
10 8 (2.14%) Maven
11 7 (1.88%) Cucumber
12 6 (1.61%) Ant
12 6 (1.61%) Mockito
12 6 (1.61%) Moq
12 6 (1.61%) Rhino Mocks
General
1 67 (17.96%) Finance
2 39 (10.46%) Retail
3 35 (9.38%) Games
4 31 (8.31%) Telecoms
5 26 (6.97%) Electronics
5 26 (6.97%) Marketing
6 25 (6.70%) Manufacturing
7 8 (2.14%) Banking
8 1 (0.27%) Aerospace
8 1 (0.27%) Automotive
8 1 (0.27%) Front Office
8 1 (0.27%) Investment Banking
8 1 (0.27%) Law
8 1 (0.27%) Legal
Job Titles
1 178 (47.72%) Developer
2 129 (34.58%) .NET Developer
3 78 (20.91%) C# Developer
4 72 (19.30%) C# .NET Developer
5 63 (16.89%) Software Engineer
6 41 (10.99%) Java Engineer
7 36 (9.65%) Java Software Engineer
8 25 (6.70%) ASP.NET Developer
8 25 (6.70%) C# ASP.NET Developer
9 24 (6.43%) Java Developer
9 24 (6.43%) Senior Software Engineer
10 23 (6.17%) C# WPF Developer
10 23 (6.17%) Senior Developer
10 23 (6.17%) Technical Leader
10 23 (6.17%) WPF Developer
11 22 (5.90%) Software Developer
12 20 (5.36%) Architect
12 20 (5.36%) Graduate
12 20 (5.36%) Junior
12 20 (5.36%) Junior Developer
Libraries, Frameworks & Software Standards
1 195 (52.28%) .NET
2 127 (34.05%) ASP.NET
3 124 (33.24%) AngularJS
4 88 (23.59%) ASP.NET MVC
5 86 (23.06%) ASP.NET Web API
6 76 (20.38%) RESTful
7 72 (19.30%) WPF
8 64 (17.16%) HTML
9 63 (16.89%) KnockoutJS
9 63 (16.89%) Twitter Bootstrap
10 59 (15.82%) CSS
11 55 (14.75%) .NET Framework
12 54 (14.48%) React
13 52 (13.94%) Spring
14 45 (12.06%) WCF
15 43 (11.53%) REST
16 40 (10.72%) Spring MVC
17 38 (10.19%) Node.js
18 34 (9.12%) Entity Framework
19 30 (8.04%) WinForms
Miscellaneous
1 60 (16.09%) Greenfield Project
2 48 (12.87%) Analytical Skills
3 38 (10.19%) Computer Science
4 22 (5.90%) Enterprise Software
5 13 (3.49%) Social Network
5 13 (3.49%) User Experience
6 11 (2.95%) Blog
7 9 (2.41%) Algorithms
7 9 (2.41%) Virtual Team
7 9 (2.41%) Xbox
8 8 (2.14%) Data Structures
8 8 (2.14%) Tandem
9 4 (1.07%) Management Information System
9 4 (1.07%) Mobile App
9 4 (1.07%) N-Tier
9 4 (1.07%) Self-Motivation
10 2 (0.54%) Client/Server
11 1 (0.27%) EPoS
11 1 (0.27%) Online Games
11 1 (0.27%) Wiki
Operating Systems
1 45 (12.06%) Windows
2 36 (9.65%) Linux
3 10 (2.68%) Android
3 10 (2.68%) Apple iOS
3 10 (2.68%) Mac OS X
4 6 (1.61%) Unix
5 3 (0.80%) Windows Server
Processes & Methodologies
1 340 (91.15%) Agile Software Development
2 313 (83.91%) Scrum
3 238 (63.81%) TDD
4 185 (49.60%) Continuous Integration
5 135 (36.19%) MVC
6 130 (34.85%) Software Engineering
7 101 (27.08%) BDD
8 97 (26.01%) Dependency Injection
9 68 (18.23%) Test Automation
10 62 (16.62%) OO
11 56 (15.01%) MVVM
12 55 (14.75%) Mentoring
13 54 (14.48%) DevOps
13 54 (14.48%) Web Application Development
14 48 (12.87%) Microservices
15 46 (12.33%) Stakeholder Management
16 43 (11.53%) Pair Programming
17 42 (11.26%) Coaching
17 42 (11.26%) SDLC
18 41 (10.99%) Problem-Solving
Programming Languages
1 198 (53.08%) C#
2 149 (39.95%) JavaScript
3 130 (34.85%) Java
4 72 (19.30%) SQL
5 65 (17.43%) Python
6 61 (16.35%) PHP
7 46 (12.33%) Ruby
8 26 (6.97%) T-SQL
9 25 (6.70%) C
10 23 (6.17%) C++
10 23 (6.17%) F#
11 22 (5.90%) Java 8
12 20 (5.36%) R
13 17 (4.56%) Go
14 16 (4.29%) PowerShell
15 12 (3.22%) Scala
16 11 (2.95%) Bash Shell
17 10 (2.68%) Objective-C
18 8 (2.14%) TypeScript
19 7 (1.88%) VBA
Qualifications
1 28 (7.51%) Security Cleared
2 22 (5.90%) Degree
3 18 (4.83%) DV Cleared
4 11 (2.95%) Microsoft Certification
5 10 (2.68%) CCNA
5 10 (2.68%) Cisco Certification
5 10 (2.68%) CISSP
5 10 (2.68%) CompTIA Security+
5 10 (2.68%) Computer Science Degree
5 10 (2.68%) GIAC
5 10 (2.68%) Linux+ Certification
5 10 (2.68%) MCSE
5 10 (2.68%) Network+ Certification
5 10 (2.68%) SANS
5 10 (2.68%) SSCP
6 6 (1.61%) Master's Degree
6 6 (1.61%) SC Cleared
7 5 (1.34%) ISTQB
8 1 (0.27%) ISEB
8 1 (0.27%) MCSA
Quality Assurance & Compliance
1 18 (4.83%) QA
2 6 (1.61%) Web Application Security Consortium
3 5 (1.34%) GCP
4 4 (1.07%) GDPR
5 1 (0.27%) PMO
System Software
1 53 (14.21%) Docker
2 10 (2.68%) vSphere
3 6 (1.61%) VMware Infrastructure
4 3 (0.80%) Virtual Machines
5 2 (0.54%) HDFS
6 1 (0.27%) Active Directory
Systems Management
1 25 (6.70%) Kubernetes
2 23 (6.17%) Kibana
3 21 (5.63%) Puppet
4 20 (5.36%) Opscode Chef
5 12 (3.22%) Ansible
6 10 (2.68%) Salt
7 6 (1.61%) Packer
8 4 (1.07%) Istio
9 3 (0.80%) Business Desktop Deployment
9 3 (0.80%) WSUS
10 1 (0.27%) Cobbler
10 1 (0.27%) Oozie
10 1 (0.27%) Terraform
Vendors
1 67 (17.96%) Microsoft
2 46 (12.33%) Google
3 40 (10.72%) Oracle
4 23 (6.17%) SAP
4 23 (6.17%) WorldPay
5 13 (3.49%) Facebook
5 13 (3.49%) Twitter
6 10 (2.68%) Atlassian
7 8 (2.14%) Red Hat
8 7 (1.88%) Salesforce.com
9 6 (1.61%) Aquila
9 6 (1.61%) VMware
10 4 (1.07%) Cisco
10 4 (1.07%) DevExpress
10 4 (1.07%) ServiceNow
11 3 (0.80%) Sitecore
12 1 (0.27%) Cloudera
12 1 (0.27%) Hortonworks
12 1 (0.27%) IBM
12 1 (0.27%) TIBCO