Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Process Improvement skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Process Improvement over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Process Improvement
Scotland > Edinburgh
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 106 136 125
Rank change year-on-year +30 -11 -5
Permanent jobs citing Process Improvement 41 13 15
As % of all permanent IT jobs advertised in Edinburgh 1.61% 0.48% 0.66%
As % of the Processes & Methodologies category 1.73% 0.52% 0.70%
Number of salaries quoted 28 11 7
Edinburgh median annual salary £60,000 £45,000 £47,500
Median salary % change year-on-year +33.33% -5.26% +11.11%
10th Percentile £31,250 £33,500 £33,050
90th Percentile £70,000 £55,000 £78,000
Scotland median annual salary £45,000 £45,000 £40,500
% change year-on-year - +11.11% -1.22%

Process Improvement 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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,371 2,503 2,134
As % of all permanent IT jobs advertised in Edinburgh 92.98% 92.46% 93.35%
Number of salaries quoted 1,411 1,521 1,382
Edinburgh median annual salary £45,500 £42,500 £45,000
Median salary % change year-on-year +7.06% -5.56% +4.65%
10th Percentile £28,750 £27,000 £29,265
90th Percentile £75,000 £66,250 £70,000
Scotland median annual salary £45,000 £44,500 £43,500
% change year-on-year +1.12% +2.30% +2.35%

Process Improvement
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Process Improvement in Edinburgh

Process Improvement
Salary Trend in Edinburgh

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

Salary trend for Process Improvement in Edinburgh

Process Improvement
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Process Improvement in Edinburgh over the 6 months to 20 November 2018.

Salary histogram for Process Improvement in Edinburgh

For the 6 months to 20 November 2018, IT jobs citing Process Improvement 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 Edinburgh region with a requirement for Process Improvement.

1 23 (56.10%) SQL Server
2 22 (53.66%) Test Automation
3 21 (51.22%) SQL
3 21 (51.22%) Windows
4 20 (48.78%) Active Directory
5 19 (46.34%) C#
5 19 (46.34%) .NET
5 19 (46.34%) MVC
5 19 (46.34%) Agile Software Development
5 19 (46.34%) Continuous Integration
5 19 (46.34%) ASP.NET Web API
6 17 (41.46%) Jenkins
6 17 (41.46%) User Stories
6 17 (41.46%) Test Scripting
6 17 (41.46%) TeamCity
6 17 (41.46%) Git (software)
6 17 (41.46%) Finance
7 16 (39.02%) Java
7 16 (39.02%) JavaScript
7 16 (39.02%) XML
7 16 (39.02%) IIS
7 16 (39.02%) OO
7 16 (39.02%) PowerShell
7 16 (39.02%) Open Source
7 16 (39.02%) Cucumber
7 16 (39.02%) BDD
7 16 (39.02%) REST
7 16 (39.02%) Degree
7 16 (39.02%) JSON
7 16 (39.02%) TDD

Process Improvement
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 16 (39.02%) IIS
2 1 (2.44%) SAS
Applications
1 5 (12.20%) Microsoft Office
1 5 (12.20%) MS Visio
2 1 (2.44%) Microsoft Excel
Business Applications
1 1 (2.44%) Sonata
Cloud Services
1 5 (12.20%) Office 365
2 2 (4.88%) Amazon AWS
2 2 (4.88%) Microsoft Azure
3 1 (2.44%) Google Cloud Platform
3 1 (2.44%) SaaS
Communications & Networking
1 5 (12.20%) Cisco IOS
Database & Business Intelligence
1 23 (56.10%) SQL Server
2 6 (14.63%) Relational Database
3 2 (4.88%) Crystal Reports
3 2 (4.88%) MySQL
3 2 (4.88%) Oracle Reports
3 2 (4.88%) SQL Server Reporting Services
4 1 (2.44%) MongoDB
Development Applications
1 17 (41.46%) Git (software)
1 17 (41.46%) Jenkins
1 17 (41.46%) TeamCity
2 16 (39.02%) Cucumber
2 16 (39.02%) NUnit
2 16 (39.02%) SpecFlow
3 1 (2.44%) Artifactory
3 1 (2.44%) GitLab
3 1 (2.44%) GoCD
3 1 (2.44%) Maven
3 1 (2.44%) SoapUI
3 1 (2.44%) Sonatype Nexus
3 1 (2.44%) Subversion
3 1 (2.44%) Team Foundation Server
3 1 (2.44%) TestComplete
3 1 (2.44%) Vagrant
General
1 17 (41.46%) Finance
Job Titles
1 16 (39.02%) .NET Developer
1 16 (39.02%) .NET Software Developer
1 16 (39.02%) C# .NET Developer
1 16 (39.02%) C# Developer
1 16 (39.02%) C# Software Developer
1 16 (39.02%) C# Software Engineer
1 16 (39.02%) Developer
1 16 (39.02%) Developer in Test
1 16 (39.02%) Developer/Software Engineer
1 16 (39.02%) Development Engineer
1 16 (39.02%) Java Developer
1 16 (39.02%) Java Developer in Test
1 16 (39.02%) Java Engineer
1 16 (39.02%) Java Software Engineer
1 16 (39.02%) JavaScript Engineer
1 16 (39.02%) Software Developer
1 16 (39.02%) Software Engineer
1 16 (39.02%) Software Test Engineer
1 16 (39.02%) Test Development Engineer
1 16 (39.02%) Test Engineer
Libraries, Frameworks & Software Standards
1 19 (46.34%) .NET
1 19 (46.34%) ASP.NET Web API
2 16 (39.02%) Gherkin
2 16 (39.02%) JSON
2 16 (39.02%) REST
2 16 (39.02%) XML
3 4 (9.76%) LDAP
4 3 (7.32%) .NET Framework
4 3 (7.32%) ASP.NET
4 3 (7.32%) ASP.NET MVC
5 1 (2.44%) AngularJS
5 1 (2.44%) RabbitMQ
5 1 (2.44%) SOAP
Miscellaneous
1 4 (9.76%) Analytical Skills
1 4 (9.76%) CMDB
2 2 (4.88%) Management Information System
3 1 (2.44%) Fintech
3 1 (2.44%) iPad
3 1 (2.44%) iPhone
3 1 (2.44%) Mobile App
Operating Systems
1 21 (51.22%) Windows
2 5 (12.20%) Mac OS
2 5 (12.20%) Windows 10
2 5 (12.20%) Windows Server
2 5 (12.20%) Windows Server 2012
3 1 (2.44%) Apple iOS
3 1 (2.44%) Linux
3 1 (2.44%) Red Hat Enterprise Linux
Processes & Methodologies
1 22 (53.66%) Test Automation
2 19 (46.34%) Agile Software Development
2 19 (46.34%) Continuous Integration
2 19 (46.34%) MVC
3 17 (41.46%) Test Scripting
3 17 (41.46%) User Stories
4 16 (39.02%) Agile Testing
4 16 (39.02%) API Testing
4 16 (39.02%) BDD
4 16 (39.02%) Continuous Delivery
4 16 (39.02%) OO
4 16 (39.02%) Open Source
4 16 (39.02%) Scenario Testing
4 16 (39.02%) SDET
4 16 (39.02%) Software Testing
4 16 (39.02%) TDD
5 8 (19.51%) DevOps
5 8 (19.51%) Project Management
6 5 (12.20%) Data Privacy
6 5 (12.20%) Stakeholder Management
Programming Languages
1 21 (51.22%) SQL
2 19 (46.34%) C#
3 16 (39.02%) Java
3 16 (39.02%) JavaScript
3 16 (39.02%) PowerShell
4 1 (2.44%) Python
4 1 (2.44%) VB
Qualifications
1 16 (39.02%) Degree
2 3 (7.32%) Six Sigma Green Belt
2 3 (7.32%) Six Sigma Yellow Belt
System Software
1 20 (48.78%) Active Directory
2 5 (12.20%) VMware Infrastructure
3 1 (2.44%) Docker
3 1 (2.44%) Virtual Machines
Systems Management
1 1 (2.44%) Ansible
1 1 (2.44%) Graphite
1 1 (2.44%) HAProxy
1 1 (2.44%) Icinga
1 1 (2.44%) Packer
1 1 (2.44%) Terraform
Vendors
1 8 (19.51%) Microsoft
2 6 (14.63%) VMware
3 5 (12.20%) Cisco
3 5 (12.20%) Meraki
4 4 (9.76%) ServiceNow
5 2 (4.88%) Oracle
6 1 (2.44%) Canon
6 1 (2.44%) Google
6 1 (2.44%) MicroStrategy