Period
to 19 December 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Kanban skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kanban over the 6 months to 19 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Kanban
Scotland > Edinburgh
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 39 59 46
Rank change year-on-year +20 -13 +56
Contract jobs citing Kanban 120 91 78
As % of all contract IT jobs advertised in Edinburgh 4.26% 3.06% 3.99%
As % of the Processes & Methodologies category 4.84% 3.55% 4.67%
Number of daily rates quoted 42 58 63
Edinburgh median daily rate £475 £413 £400
Median daily rate % change year-on-year +15.15% +3.13% +11.11%
10th Percentile £371 £319 £314
90th Percentile £600 £581 £513
Scotland median daily rate £463 £413 £413
% change year-on-year +12.12% -0.06% +12.31%
Number of hourly rates quoted 1 0 0
Edinburgh median hourly rate £35.00 - -
Scotland median hourly rate £35.00 - -

Kanban is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,478 2,566 1,669
As % of all contract IT jobs advertised in Edinburgh 88.03% 86.40% 85.33%
Number of daily rates quoted 1,245 1,491 984
Edinburgh median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +2.56%
10th Percentile £279 £263 £263
90th Percentile £575 £563 £525
Scotland median daily rate £400 £390 £370
% change year-on-year +2.56% +5.41% -1.33%
Number of hourly rates quoted 32 20 31
Edinburgh median hourly rate £21.25 £21.00 £25.00
Median hourly rate % change year-on-year +1.19% -16.00% +51.52%
10th Percentile £11.02 £11.24 £14.25
90th Percentile £44.48 £35.00 £52.00
Scotland median hourly rate £25.00 £23.25 £21.00
% change year-on-year +7.53% +10.71% +10.41%

Kanban
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Kanban in Edinburgh

Kanban
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kanban in Edinburgh.

Contractor daily rate trend for Kanban in Edinburgh

Kanban
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Kanban in Edinburgh over the 6 months to 19 December 2018.

Contractor daily rate histogram for Kanban in Edinburgh

For the 6 months to 19 December 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Kanban.

1 120 (100.00%) Agile Software Development
2 76 (63.33%) Scrum
3 45 (37.50%) DevOps
4 41 (34.17%) Java
4 41 (34.17%) Python
5 38 (31.67%) Linux
6 36 (30.00%) Firewall
7 34 (28.33%) Amazon AWS
8 28 (23.33%) PaaS
8 28 (23.33%) Software Engineering
9 27 (22.50%) Ansible
10 25 (20.83%) IaaS
11 24 (20.00%) OpenShift
12 23 (19.17%) Waterfall
13 22 (18.33%) PostgreSQL
14 21 (17.50%) Microsoft Azure
14 21 (17.50%) Docker
14 21 (17.50%) Jenkins
14 21 (17.50%) Change Control
15 20 (16.67%) TDD
15 20 (16.67%) Kubernetes
16 19 (15.83%) Windows
16 19 (15.83%) Red Hat Enterprise Linux
17 18 (15.00%) BDD
17 18 (15.00%) Puppet
17 18 (15.00%) Law
18 17 (14.17%) Finance
18 17 (14.17%) SQL
18 17 (14.17%) Bash Shell
18 17 (14.17%) Data Centre

Kanban
Co-occurring IT Skills in Edinburgh 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 15 (12.50%) Cloud Foundry
2 9 (7.50%) Apache
2 9 (7.50%) Tomcat
3 7 (5.83%) nginx
4 3 (2.50%) WebSphere
5 2 (1.67%) IIS
6 1 (0.83%) CMS
6 1 (0.83%) SharePoint
6 1 (0.83%) Skype for Business
6 1 (0.83%) WebSphere Application Server
Applications
1 7 (5.83%) MS Visio
Business Applications
1 2 (1.67%) Oracle Cash Management
Cloud Services
1 34 (28.33%) Amazon AWS
2 28 (23.33%) PaaS
3 25 (20.83%) IaaS
4 24 (20.00%) OpenShift
5 21 (17.50%) Microsoft Azure
6 6 (5.00%) SaaS
7 3 (2.50%) Datadog
8 1 (0.83%) Amazon CloudWatch
8 1 (0.83%) Amazon EC2
8 1 (0.83%) Amazon S3
8 1 (0.83%) Virtual Private Cloud
Communications & Networking
1 36 (30.00%) Firewall
2 9 (7.50%) SSL
3 8 (6.67%) Cisco ASA
4 6 (5.00%) BGP
4 6 (5.00%) Cisco Nexus
4 6 (5.00%) DNS
4 6 (5.00%) DSL
4 6 (5.00%) OSPF
4 6 (5.00%) SAN
5 4 (3.33%) NetScaler
6 3 (2.50%) BIG-IP
6 3 (2.50%) Network Security
6 3 (2.50%) TCP/IP
7 2 (1.67%) Skype
7 2 (1.67%) Unified Communications
8 1 (0.83%) LAN
Database & Business Intelligence
1 22 (18.33%) PostgreSQL
2 14 (11.67%) MongoDB
3 9 (7.50%) NoSQL
4 7 (5.83%) SQL Server
5 3 (2.50%) Power BI
6 2 (1.67%) Relational Database
7 1 (0.83%) MySQL
Development Applications
1 21 (17.50%) Jenkins
2 15 (12.50%) Git (software)
3 12 (10.00%) Subversion
4 9 (7.50%) Artifactory
4 9 (7.50%) JUnit
5 7 (5.83%) SQL Server Management Studio (SSMS)
5 7 (5.83%) Team Foundation Server
5 7 (5.83%) Visual Studio Team System
6 6 (5.00%) GitLab
6 6 (5.00%) JIRA
7 4 (3.33%) Hudson
7 4 (3.33%) Maven
8 3 (2.50%) Bitbucket
8 3 (2.50%) Cucumber
8 3 (2.50%) IBM UrbanCode
8 3 (2.50%) Octopus Deploy
8 3 (2.50%) Selenium
8 3 (2.50%) Sonatype Nexus
8 3 (2.50%) TeamCity
9 2 (1.67%) Zephyr
General
1 18 (15.00%) Law
2 17 (14.17%) Finance
3 12 (10.00%) Banking
4 2 (1.67%) Advertising
4 2 (1.67%) Legal
4 2 (1.67%) Retail
5 1 (0.83%) Games
5 1 (0.83%) Local Government
Job Titles
1 22 (18.33%) Architect
1 22 (18.33%) Developer
2 12 (10.00%) Enterprise Architect
3 10 (8.33%) DevOps Engineer
3 10 (8.33%) Platform Engineer
3 10 (8.33%) Senior Developer
4 9 (7.50%) Java Developer
5 8 (6.67%) AWS Engineer
5 8 (6.67%) Cloud Engineer
5 8 (6.67%) Technical Architect
6 7 (5.83%) Scrum Master
7 6 (5.00%) Network Engineer
8 5 (4.17%) Analyst
9 4 (3.33%) Administrator
9 4 (3.33%) Agile Developer
9 4 (3.33%) Linux Administrator
9 4 (3.33%) Linux Systems Administrator
9 4 (3.33%) Senior Network Engineer
9 4 (3.33%) Systems Administrator
10 3 (2.50%) Senior Agile Developer
Libraries, Frameworks & Software Standards
1 16 (13.33%) REST
1 16 (13.33%) Spring
2 12 (10.00%) AngularJS
2 12 (10.00%) jQuery
2 12 (10.00%) React
3 11 (9.17%) CSS
3 11 (9.17%) HTML
4 10 (8.33%) Sass
5 9 (7.50%) LDAP
5 9 (7.50%) Thymeleaf
6 4 (3.33%) .NET
6 4 (3.33%) Flask
6 4 (3.33%) LAPP Stack
6 4 (3.33%) RESTful
6 4 (3.33%) XML
7 3 (2.50%) EJB
7 3 (2.50%) EJB 3.0
7 3 (2.50%) FIX Protocol
7 3 (2.50%) Java EE
7 3 (2.50%) JPA
Miscellaneous
1 17 (14.17%) Data Centre
2 14 (11.67%) User Experience
3 7 (5.83%) Enterprise Software
4 6 (5.00%) Replication
5 3 (2.50%) Private Cloud
6 2 (1.67%) EMC VNX
6 2 (1.67%) VxBlock/Vblock
7 1 (0.83%) Analytical Skills
7 1 (0.83%) Fat Client
7 1 (0.83%) Fintech
7 1 (0.83%) Hybrid Cloud
7 1 (0.83%) Self-Motivation
7 1 (0.83%) Thin Client
Operating Systems
1 38 (31.67%) Linux
2 19 (15.83%) Red Hat Enterprise Linux
2 19 (15.83%) Windows
3 10 (8.33%) Unix
4 9 (7.50%) Solaris
5 3 (2.50%) Ubuntu
6 2 (1.67%) Windows Server
7 1 (0.83%) Windows Server 2012
Processes & Methodologies
1 120 (100.00%) Agile Software Development
2 76 (63.33%) Scrum
3 45 (37.50%) DevOps
4 28 (23.33%) Software Engineering
5 23 (19.17%) Waterfall
6 21 (17.50%) Change Control
7 20 (16.67%) TDD
8 18 (15.00%) BDD
9 16 (13.33%) Domain-Driven Design
10 13 (10.83%) Digital Transformation Programme
11 12 (10.00%) Disaster Recovery
11 12 (10.00%) Microservices
12 11 (9.17%) Coaching
12 11 (9.17%) Continuous Delivery
13 10 (8.33%) Data Modelling
13 10 (8.33%) Technical Leadership
14 9 (7.50%) Continuous Integration
14 9 (7.50%) Logical Data Model
14 9 (7.50%) Physical Data Model
14 9 (7.50%) Test Automation
Programming Languages
1 41 (34.17%) Java
1 41 (34.17%) Python
2 17 (14.17%) Bash Shell
2 17 (14.17%) SQL
3 16 (13.33%) JavaScript
4 13 (10.83%) Perl
5 9 (7.50%) PowerShell
6 6 (5.00%) Go
7 1 (0.83%) C
7 1 (0.83%) C++
7 1 (0.83%) Java 8
Qualifications
1 5 (4.17%) CCNP
1 5 (4.17%) Cisco Certification
2 3 (2.50%) Security Cleared
3 2 (1.67%) ISEB
4 1 (0.83%) VCAP
4 1 (0.83%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (6.67%) Disclosure Scotland
2 2 (1.67%) PMO
3 1 (0.83%) QA
System Software
1 21 (17.50%) Docker
2 10 (8.33%) VMware Infrastructure
3 8 (6.67%) EMC RecoverPoint
3 8 (6.67%) VMware NSX
4 6 (5.00%) Active Directory
5 3 (2.50%) Microsoft Virtual Server
5 3 (2.50%) Virtual Servers
6 1 (0.83%) iptables
6 1 (0.83%) XenApp
6 1 (0.83%) XenDesktop
Systems Management
1 27 (22.50%) Ansible
2 20 (16.67%) Kubernetes
3 18 (15.00%) Puppet
4 15 (12.50%) Terraform
5 9 (7.50%) Opscode Chef
6 7 (5.83%) Prometheus
7 6 (5.00%) Oracle ZFS
7 6 (5.00%) Red Hat Satellite
7 6 (5.00%) SELinux
7 6 (5.00%) Xymon
8 4 (3.33%) PowerCLI
8 4 (3.33%) vCenter Server
9 3 (2.50%) Nagios
10 2 (1.67%) vRealize
11 1 (0.83%) Consul
11 1 (0.83%) HAProxy
Vendors
1 15 (12.50%) VMware
2 12 (10.00%) Oracle
3 10 (8.33%) Microsoft
4 9 (7.50%) Cisco
5 8 (6.67%) CheckPoint
6 6 (5.00%) Red Hat
7 5 (4.17%) Charles River
7 5 (4.17%) IBM
8 3 (2.50%) AppDynamics
8 3 (2.50%) F5
8 3 (2.50%) Micro Focus
8 3 (2.50%) New Relic
8 3 (2.50%) Splunk
9 2 (1.67%) EMC
9 2 (1.67%) Google
9 2 (1.67%) NetApp
10 1 (0.83%) Citrix
10 1 (0.83%) Mitel
10 1 (0.83%) Pega
10 1 (0.83%) Salesforce.com