Period
to 21 August 2017

The following table provides summary statistics for permanent job vacancies 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 21 August 2017 with a comparison to the same period in the previous 2 years.

Kanban
UK
6 months to
21 Aug 2017
Same period 2016 Same period 2015
Rank 146 176 226
Rank change year-on-year +30 +50 +30
Permanent jobs citing Kanban 4245 3977 3306
As % of all permanent IT jobs advertised in the UK 2.41% 2.02% 1.51%
As % of the Processes & Methodologies category 2.68% 2.27% 1.72%
Number of salaries quoted 3477 3547 2848
UK median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £33,750 £32,500 £32,500
90th Percentile £78,750 £80,000 £77,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +12.50%

Kanban is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 158275 175507 192436
As % of all permanent IT job vacancies advertised in the UK 89.92% 89.06% 88.16%
Number of salaries quoted 125523 146398 157190
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% +5.56%
10th Percentile £28,750 £27,625 £27,500
90th Percentile £80,000 £77,500 £76,250
UK excluding London median annual salary £42,500 £42,500 £42,500

Kanban
Job Vacancy Trend

Job postings citing Kanban as a percentage of all IT jobs advertised.

Job vacancy trend for Kanban in the UK

Kanban
Salary Trend

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

Salary trend for Kanban in the UK

Kanban
Salary Histogram

The salary distribution of IT jobs citing Kanban over the 6 months to 21 August 2017.

Salary histogram for Kanban in the UK

Kanban
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kanban within the UK over the 6 months to 21 August 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
England +30 4038 £55,000 - 244
London +3 2258 £60,000 - 124
UK excluding London +53 1887 £50,000 +5.26% 132
North of England +7 548 £47,500 +5.56% 42
South East +75 514 £50,000 - 33
North West -26 293 £45,000 +12.50% 22
South West +40 282 £47,500 -6.86% 22
Yorkshire +45 239 £48,000 +1.05% 17
Midlands +50 233 £42,500 -5.56% 12
East of England +16 203 £52,500 -4.55% 11
West Midlands +52 166 £42,500 -26.09% 6
Scotland +27 87 £50,000 -9.09% 7
East Midlands +12 67 £42,500 +13.33% 6
North East +9 16 £25,000 -60.51% 3
Wales -11 10 £42,500 - 3
Northern Ireland - 10 £35,000 - 2

For the 6 months to 21 August 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 with a requirement for Kanban.

1 4030 (94.94%) Agile Software Development
2 3725 (87.75%) Scrum
3 2270 (53.47%) TDD
4 1466 (34.53%) Java
5 1373 (32.34%) .NET
6 1310 (30.86%) C#
7 1307 (30.79%) BDD
8 1265 (29.80%) Continuous Integration
9 1191 (28.06%) SQL Server
10 1129 (26.60%) JavaScript
11 1073 (25.28%) Finance
12 1019 (24.00%) MVC
13 852 (20.07%) HTML
14 827 (19.48%) Git (software)
15 821 (19.34%) AngularJS
16 809 (19.06%) SQL
17 753 (17.74%) Amazon AWS
18 721 (16.98%) CSS
19 710 (16.73%) JIRA
20 685 (16.14%) ASP.NET
21 670 (15.78%) Test Automation
22 660 (15.55%) WPF
23 626 (14.75%) Linux
24 624 (14.70%) Software Engineering
25 618 (14.56%) NoSQL
26 614 (14.46%) ASP.NET MVC
27 603 (14.20%) OO
28 598 (14.09%) Web Services
29 590 (13.90%) MongoDB
30 572 (13.47%) DevOps

Kanban
Co-occurring IT Skills 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
1 335 (7.89%) Tomcat
2 259 (6.10%) Elasticsearch
3 226 (5.32%) JBoss
4 213 (5.02%) Apache
5 200 (4.71%) Apache Spark
6 159 (3.75%) Confluence
7 128 (3.02%) CMS
8 116 (2.73%) WebSphere
9 101 (2.38%) Jetty
10 86 (2.03%) Apache Solr
11 83 (1.96%) Mule
12 81 (1.91%) SharePoint
13 78 (1.84%) Mule ESB
14 74 (1.74%) WebLogic
15 63 (1.48%) nginx
16 56 (1.32%) OpenStack
17 38 (0.90%) Drupal
17 38 (0.90%) IIS
17 38 (0.90%) Oracle SOA Suite
18 36 (0.85%) WordPress
Applications
1 36 (0.85%) Microsoft Office
2 32 (0.75%) Photoshop
3 31 (0.73%) Adobe Illustrator
4 30 (0.71%) Microsoft Project
5 23 (0.54%) MS Visio
6 21 (0.49%) Microsoft Excel
7 16 (0.38%) Microsoft PowerPoint
8 12 (0.28%) Adobe Creative Suite
9 11 (0.26%) Adobe After Effects
9 11 (0.26%) Adobe Premiere
10 9 (0.21%) InVision
10 9 (0.21%) UXPin
11 3 (0.071%) Mingle
Business Applications
1 21 (0.49%) SAP Hybris
2 19 (0.45%) Magento
3 18 (0.42%) Dynamics CRM
4 11 (0.26%) Payment Gateway
5 9 (0.21%) Oracle BPM
6 8 (0.19%) Oracle Retail
6 8 (0.19%) SAP GRC
7 7 (0.16%) BASE24
7 7 (0.16%) Postilion
8 4 (0.094%) Dynamics AX
8 4 (0.094%) Dynamics NAV
8 4 (0.094%) nopCommerce
9 3 (0.071%) Oracle Applications
10 2 (0.047%) Oracle EBS
10 2 (0.047%) Oracle Payables
10 2 (0.047%) Oracle Receivables
11 1 (0.024%) Adobe Campaign
11 1 (0.024%) Oracle ERP
11 1 (0.024%) RMDS
11 1 (0.024%) Shopify
Cloud Services
1 753 (17.74%) Amazon AWS
2 412 (9.71%) Microsoft Azure
3 179 (4.22%) SaaS
4 136 (3.20%) Amazon EC2
5 92 (2.17%) GitHub
6 53 (1.25%) Google Cloud Platform
7 48 (1.13%) Cloud Computing
8 39 (0.92%) PaaS
9 38 (0.90%) Amazon S3
10 36 (0.85%) AWS CloudFormation
11 31 (0.73%) G Suite
11 31 (0.73%) IaaS
11 31 (0.73%) Office 365
12 28 (0.66%) Slack
13 19 (0.45%) AWS Elastic Beanstalk
14 17 (0.40%) Azure Machine Learning
15 9 (0.21%) Amazon SQS
16 8 (0.19%) OpenShift
16 8 (0.19%) Route 53
17 7 (0.16%) AWS Lambda
Communications & Networking
1 168 (3.96%) Internet
2 70 (1.65%) HTTP
3 64 (1.51%) Broadband
4 35 (0.82%) DNS
5 33 (0.78%) AMQP
6 24 (0.57%) TCP/IP
7 21 (0.49%) Firewall
8 15 (0.35%) Ethernet
8 15 (0.35%) RS-232
9 14 (0.33%) SSL
10 9 (0.21%) SSH
11 7 (0.16%) ATM
12 6 (0.14%) FTP
12 6 (0.14%) Network Security
12 6 (0.14%) Software-Defined Networking
12 6 (0.14%) VoIP
13 5 (0.12%) DHCP
13 5 (0.12%) Kerberos
14 4 (0.094%) IPv4
14 4 (0.094%) VPN
Database & Business Intelligence
1 1191 (28.06%) SQL Server
2 618 (14.56%) NoSQL
3 590 (13.90%) MongoDB
4 462 (10.88%) MySQL
5 403 (9.49%) SQL Server 2014
6 308 (7.26%) Relational Database
7 252 (5.94%) Big Data
8 235 (5.54%) SQL Server 2016
9 218 (5.14%) Apache Cassandra
10 212 (4.99%) Hadoop
11 199 (4.69%) Redis
12 165 (3.89%) PostgreSQL
13 138 (3.25%) Amazon DynamoDB
14 120 (2.83%) RDBMS
15 98 (2.31%) Couchbase
16 96 (2.26%) Data Warehouse
17 80 (1.88%) Oracle Database
18 72 (1.70%) Riak
19 58 (1.37%) SQL Server Reporting Services
20 57 (1.34%) SQL Server Integration Services
Development Applications
1 827 (19.48%) Git (software)
2 710 (16.73%) JIRA
3 533 (12.56%) Jenkins
4 520 (12.25%) NUnit
5 428 (10.08%) Moq
6 403 (9.49%) Rhino Mocks
7 342 (8.06%) Selenium
8 308 (7.26%) JUnit
9 269 (6.34%) TeamCity
10 268 (6.31%) MSTest
11 265 (6.24%) Cucumber
12 206 (4.85%) Maven
13 194 (4.57%) Subversion
14 190 (4.48%) Team Foundation Server
15 140 (3.30%) Hudson
16 120 (2.83%) WebDriver
17 114 (2.69%) SoapUI
18 102 (2.40%) Atlassian Bamboo
19 101 (2.38%) IntelliJ
20 100 (2.36%) Mercurial
General
1 1073 (25.28%) Finance
2 494 (11.64%) Retail
3 372 (8.76%) Marketing
4 343 (8.08%) Banking
5 268 (6.31%) Telecoms
6 237 (5.58%) Games
7 192 (4.52%) Manufacturing
8 182 (4.29%) Investment Banking
9 174 (4.10%) Electronics
10 153 (3.60%) Retail Banking
11 96 (2.26%) Advertising
12 55 (1.30%) Publishing
13 51 (1.20%) Back Office
14 26 (0.61%) Legal
15 20 (0.47%) Front Office
16 16 (0.38%) Online Betting
17 12 (0.28%) Music Industry
18 10 (0.24%) Automotive
19 8 (0.19%) Italian Language
20 7 (0.16%) Law
Job Titles
1 2147 (50.58%) Developer
2 822 (19.36%) .NET Developer
3 556 (13.10%) Java Developer
4 544 (12.82%) C# Developer
5 419 (9.87%) C# .NET Developer
6 395 (9.31%) Analyst
7 369 (8.69%) Senior Developer
8 272 (6.41%) Architect
9 244 (5.75%) Business Analyst
10 224 (5.28%) Software Engineer
11 215 (5.06%) Scrum Master
12 199 (4.69%) Software Developer
13 182 (4.29%) Agile Developer
14 178 (4.19%) Senior Java Developer
15 166 (3.91%) C# WPF Developer
15 166 (3.91%) WPF Developer
16 161 (3.79%) Project Manager
17 155 (3.65%) ASP.NET Developer
18 151 (3.56%) Technical Architect
19 150 (3.53%) C# ASP.NET Developer
Libraries, Frameworks & Software Standards
1 1373 (32.34%) .NET
2 852 (20.07%) HTML
3 821 (19.34%) AngularJS
4 721 (16.98%) CSS
5 685 (16.14%) ASP.NET
6 660 (15.55%) WPF
7 614 (14.46%) ASP.NET MVC
8 598 (14.09%) Web Services
9 546 (12.86%) Spring
10 533 (12.56%) RESTful
11 440 (10.37%) Node.js
12 432 (10.18%) HTML5
13 403 (9.49%) REST
14 399 (9.40%) WCF
15 382 (9.00%) ASP.NET Web API
16 374 (8.81%) XML
17 359 (8.46%) ASP.NET MVC 5
17 359 (8.46%) Hibernate
18 339 (7.99%) React
19 325 (7.66%) SOAP
Miscellaneous
1 460 (10.84%) Greenfield Project
2 420 (9.89%) Computer Science
3 329 (7.75%) User Experience
4 250 (5.89%) Mobile App
5 225 (5.30%) Analytical Skills
6 191 (4.50%) Enterprise Software
7 151 (3.56%) Algorithms
8 143 (3.37%) Management Information System
9 138 (3.25%) Fintech
10 110 (2.59%) Data Structures
11 96 (2.26%) Linux Command Line
12 88 (2.07%) Tandem
13 76 (1.79%) Social Network
14 68 (1.60%) Public Cloud
15 66 (1.55%) Client/Server
16 58 (1.37%) Streaming Music
17 41 (0.97%) Data Centre
17 41 (0.97%) iPad
18 34 (0.80%) Clustering
19 33 (0.78%) Online Games
Operating Systems
1 626 (14.75%) Linux
2 557 (13.12%) Windows
3 205 (4.83%) Unix
4 183 (4.31%) Android
5 179 (4.22%) Apple iOS
6 26 (0.61%) Windows Server
7 22 (0.52%) Mac OS
8 21 (0.49%) Mac OS X
9 15 (0.35%) Windows Embedded Compact
10 12 (0.28%) CentOS
10 12 (0.28%) Solaris
10 12 (0.28%) Ubuntu
11 8 (0.19%) Debian
12 7 (0.16%) Red Hat Enterprise Linux
13 5 (0.12%) Windows 10
14 2 (0.047%) Windows Server 2008
15 1 (0.024%) Embedded Linux
15 1 (0.024%) Windows Mobile
15 1 (0.024%) Windows Vista
15 1 (0.024%) Windows XP
Processes & Methodologies
1 4030 (94.94%) Agile Software Development
2 3725 (87.75%) Scrum
3 2270 (53.47%) TDD
4 1307 (30.79%) BDD
5 1265 (29.80%) Continuous Integration
6 1019 (24.00%) MVC
7 670 (15.78%) Test Automation
8 624 (14.70%) Software Engineering
9 603 (14.20%) OO
10 572 (13.47%) DevOps
11 529 (12.46%) E-Commerce
12 472 (11.12%) Dependency Injection
13 411 (9.68%) Continuous Delivery
14 400 (9.42%) Mentoring
15 399 (9.40%) Web Application Development
16 360 (8.48%) Microservices
17 345 (8.13%) MVVM
18 334 (7.87%) Unit Testing
19 329 (7.75%) Web Development
20 327 (7.70%) Multithreading
Programming Languages
1 1466 (34.53%) Java
2 1310 (30.86%) C#
3 1129 (26.60%) JavaScript
4 809 (19.06%) SQL
5 497 (11.71%) Python
6 362 (8.53%) PHP
7 333 (7.84%) Ruby
8 243 (5.72%) Scala
9 193 (4.55%) C++
10 123 (2.90%) Groovy
11 121 (2.85%) F#
12 120 (2.83%) C
13 117 (2.76%) Go
14 112 (2.64%) Perl
15 102 (2.40%) T-SQL
16 94 (2.21%) VB.NET
17 90 (2.12%) Bash Shell
18 66 (1.55%) TypeScript
19 64 (1.51%) PowerShell
20 59 (1.39%) ES6
Qualifications
1 506 (11.92%) Degree
2 177 (4.17%) Computer Science Degree
3 95 (2.24%) Master's Degree
4 58 (1.37%) Security Cleared
5 50 (1.18%) ISTQB
6 48 (1.13%) ISEB
7 38 (0.90%) SC Cleared
8 31 (0.73%) Microsoft Certification
9 30 (0.71%) PMI Certification
10 25 (0.59%) PMP
11 23 (0.54%) MCAD
11 23 (0.54%) MCP
11 23 (0.54%) MCSD
11 23 (0.54%) MCTS
12 17 (0.40%) CITP
13 14 (0.33%) CISSP
13 14 (0.33%) ISTQB Foundation Certification
14 13 (0.31%) CISM
15 12 (0.28%) MBA
16 9 (0.21%) APMP
Quality Assurance & Compliance
1 454 (10.69%) QA
2 32 (0.75%) PMO
3 30 (0.71%) PCI DSS
4 16 (0.38%) ISO/IEC 27001
5 12 (0.28%) ISO 9001
6 9 (0.21%) Data Quality
6 9 (0.21%) ISO 9000
6 9 (0.21%) MiFID
7 4 (0.094%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 4 (0.094%) Section 508
7 4 (0.094%) SSAE 16
7 4 (0.094%) WCAG
8 2 (0.047%) Solvency II
8 2 (0.047%) WAI
9 1 (0.024%) COBIT
9 1 (0.024%) GCP
9 1 (0.024%) ISO 14001
9 1 (0.024%) SLA
System Software
1 383 (9.02%) Docker
2 29 (0.68%) Active Directory
3 20 (0.47%) VMware Infrastructure
4 13 (0.31%) VirtualBox
5 11 (0.26%) vSphere
6 9 (0.21%) HDFS
7 8 (0.19%) Microsoft App-V
8 7 (0.16%) Apache Flume
8 7 (0.16%) Xen
9 4 (0.094%) Apache ZooKeeper
9 4 (0.094%) Firmware
9 4 (0.094%) Hyper-V
10 1 (0.024%) Cygwin
10 1 (0.024%) Oracle RAC
10 1 (0.024%) Sendmail
10 1 (0.024%) zsh
Systems Management
1 280 (6.60%) Puppet
2 214 (5.04%) Ansible
3 194 (4.57%) Kibana
4 188 (4.43%) Opscode Chef
5 143 (3.37%) Kubernetes
6 92 (2.17%) Terraform
7 73 (1.72%) logstash
8 71 (1.67%) Business Desktop Deployment
9 68 (1.60%) WSUS
10 42 (0.99%) Salt
11 33 (0.78%) Grafana
12 27 (0.64%) Docker Swarm
13 19 (0.45%) Nagios
14 18 (0.42%) Mesos
15 17 (0.40%) HockeyApp
16 16 (0.38%) StatsD
17 14 (0.33%) HP Quality Center
18 13 (0.31%) Packer
19 12 (0.28%) Cobbler
20 10 (0.24%) MOM
Vendors
1 455 (10.72%) Microsoft
2 417 (9.82%) Oracle
3 209 (4.92%) SAP
4 205 (4.83%) Google
5 108 (2.54%) Apple
6 82 (1.93%) CA Agile Central
7 78 (1.84%) Atlassian
7 78 (1.84%) Facebook
7 78 (1.84%) Twitter
8 57 (1.34%) Murex
9 55 (1.30%) Sybase
10 54 (1.27%) New Relic
11 50 (1.18%) Zend
12 49 (1.15%) IBM
12 49 (1.15%) Perforce
12 49 (1.15%) Splunk
13 42 (0.99%) Tableau
14 38 (0.90%) hybris
15 32 (0.75%) Xamarin
16 30 (0.71%) Adobe