Period
to 18 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Root Cause Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Root Cause Analysis over the 6 months to 18 November 2018 with a comparison to the same period in the previous 2 years.

Root Cause Analysis
UK > Scotland
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 183 169 188
Rank change year-on-year -14 +19 -15
Permanent jobs citing Root Cause Analysis 46 58 29
As % of all permanent IT jobs advertised in Scotland 0.87% 1.03% 0.56%
As % of the Processes & Methodologies category 0.93% 1.12% 0.60%
Number of salaries quoted 28 43 17
Scotland median annual salary £29,500 £57,500 £40,000
Median salary % change year-on-year -48.70% +43.75% -8.05%
10th Percentile £25,175 £31,750 £32,300
90th Percentile £65,000 £70,000 £50,000
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Root Cause Analysis 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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 4,933 5,167 4,810
As % of all permanent IT jobs advertised in Scotland 92.85% 91.96% 92.54%
Number of salaries quoted 3,168 3,305 2,924
Scotland median annual salary £45,000 £44,500 £43,500
Median salary % change year-on-year +1.12% +2.30% +2.35%
10th Percentile £28,750 £28,100 £27,750
90th Percentile £70,000 £66,250 £65,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Root Cause Analysis
Job Vacancy Trend in Scotland

Job postings citing Root Cause Analysis as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Root Cause Analysis in Scotland

Root Cause Analysis
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Root Cause Analysis in Scotland.

Salary trend for Root Cause Analysis in Scotland

Root Cause Analysis
Salary Histogram in Scotland

The salary distribution of IT jobs citing Root Cause Analysis in Scotland over the 6 months to 18 November 2018.

Salary histogram for Root Cause Analysis in Scotland

Root Cause Analysis
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Root Cause Analysis within the Scotland region over the 6 months to 18 November 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
Glasgow +12 22 £29,500 -21.33% 4
Edinburgh -16 22 £29,500 -48.70% 3
West Lothian - 4 - -
Stirling - 2 £47,250 - 2
Falkirk - 1 £65,000 -
Root Cause Analysis
UK

For the 6 months to 18 November 2018, IT jobs citing Root Cause Analysis 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 Scotland region with a requirement for Root Cause Analysis.

1 16 (34.78%) Windows
1 16 (34.78%) Continuous Improvement
2 14 (30.43%) Analytics
3 13 (28.26%) JSP
3 13 (28.26%) Servlets
4 12 (26.09%) SQL
4 12 (26.09%) Microsoft
4 12 (26.09%) QA
4 12 (26.09%) Problem-Solving
5 11 (23.91%) Ajax
5 11 (23.91%) HTML5
5 11 (23.91%) HTML
5 11 (23.91%) SQL Server
6 10 (21.74%) Java
6 10 (21.74%) Linux
6 10 (21.74%) Service Delivery
6 10 (21.74%) Migration
7 9 (19.57%) SOA
8 8 (17.39%) OO
8 8 (17.39%) JBoss
8 8 (17.39%) Eclipse
8 8 (17.39%) IntelliJ
8 8 (17.39%) TDD
8 8 (17.39%) Unit Testing
8 8 (17.39%) Continuous Integration
8 8 (17.39%) SDLC
9 7 (15.22%) Enterprise Software
9 7 (15.22%) Relational Database
9 7 (15.22%) CSS3
9 7 (15.22%) Korn

Root Cause Analysis
Co-occurring IT Skills in Scotland 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 8 (17.39%) JBoss
2 7 (15.22%) Apache
2 7 (15.22%) IIS
3 6 (13.04%) Tomcat
4 4 (8.70%) WebSphere
5 1 (2.17%) Adobe Experience Manager
5 1 (2.17%) Apache Pig
5 1 (2.17%) Apache Spark
5 1 (2.17%) BizTalk Server
5 1 (2.17%) SharePoint
5 1 (2.17%) WebLogic
5 1 (2.17%) WebSphere Process Server
Applications
1 3 (6.52%) Microsoft Office
2 2 (4.35%) Microsoft Excel
3 1 (2.17%) Microsoft PowerPoint
Cloud Services
1 4 (8.70%) Amazon AWS
2 1 (2.17%) Amazon EMR
2 1 (2.17%) FinancialForce
2 1 (2.17%) Office 365
Communications & Networking
1 5 (10.87%) DNS
2 4 (8.70%) TCP/IP
3 2 (4.35%) SAN
3 2 (4.35%) SSH
3 2 (4.35%) WebEx
4 1 (2.17%) DHCP
4 1 (2.17%) iSCSI
4 1 (2.17%) SMTP
Database & Business Intelligence
1 11 (23.91%) SQL Server
2 7 (15.22%) Relational Database
3 6 (13.04%) MySQL
3 6 (13.04%) RDBMS
4 1 (2.17%) Apache Hive
4 1 (2.17%) Big Data
4 1 (2.17%) PostgreSQL
4 1 (2.17%) SQL Server 2012
Development Applications
1 8 (17.39%) Eclipse
1 8 (17.39%) IntelliJ
2 6 (13.04%) Git (software)
2 6 (13.04%) LoadRunner
2 6 (13.04%) Subversion
3 2 (4.35%) Jenkins
4 1 (2.17%) Protractor
4 1 (2.17%) Selenium
4 1 (2.17%) SpecFlow
4 1 (2.17%) SQL Server Management Studio (SSMS)
4 1 (2.17%) Team Foundation Server
4 1 (2.17%) Visual Studio
General
1 4 (8.70%) Finance
2 2 (4.35%) Banking
2 2 (4.35%) French Language
2 2 (4.35%) German Language
2 2 (4.35%) Spanish Language
3 1 (2.17%) Advertising
3 1 (2.17%) Back Office
3 1 (2.17%) Front Office
3 1 (2.17%) Manufacturing
3 1 (2.17%) Publishing
Job Titles
1 7 (15.22%) Applications Engineer
1 7 (15.22%) Programme Manager
2 6 (13.04%) Migration Manager
2 6 (13.04%) Performance Engineer
2 6 (13.04%) Senior Applications Engineer
3 5 (10.87%) Team Leader
4 4 (8.70%) Development Team Leader
4 4 (8.70%) Integration Manager
4 4 (8.70%) Software Development Team Leader
4 4 (8.70%) Software Team Leader
4 4 (8.70%) Systems Integration Manager
5 3 (6.52%) Analyst
5 3 (6.52%) Software Engineer
5 3 (6.52%) Support Engineer
5 3 (6.52%) Technical Engineer
5 3 (6.52%) Technical Support
5 3 (6.52%) Technical Support Engineer
6 2 (4.35%) Administrator
6 2 (4.35%) Developer
6 2 (4.35%) Junior
Libraries, Frameworks & Software Standards
1 13 (28.26%) JSP
1 13 (28.26%) Servlets
2 11 (23.91%) Ajax
2 11 (23.91%) HTML
2 11 (23.91%) HTML5
3 7 (15.22%) CSS
3 7 (15.22%) CSS3
3 7 (15.22%) EJB
3 7 (15.22%) J2EE
3 7 (15.22%) XML
4 5 (10.87%) Hibernate
4 5 (10.87%) Spring
5 2 (4.35%) .NET
5 2 (4.35%) DOM
5 2 (4.35%) Ext JS
5 2 (4.35%) Java EE
5 2 (4.35%) LDAP
5 2 (4.35%) React
5 2 (4.35%) Redux
5 2 (4.35%) REST
Miscellaneous
1 7 (15.22%) Enterprise Software
2 5 (10.87%) Algorithms
3 4 (8.70%) Management Information System
4 3 (6.52%) Analytical Skills
5 2 (4.35%) Public Cloud
5 2 (4.35%) User Experience
6 1 (2.17%) Analytical Mindset
6 1 (2.17%) Clustering
6 1 (2.17%) Computer Science
6 1 (2.17%) Fintech
6 1 (2.17%) Replication
Operating Systems
1 16 (34.78%) Windows
2 10 (21.74%) Linux
3 7 (15.22%) Unix
4 3 (6.52%) Windows Server 2012
5 2 (4.35%) Windows Server
6 1 (2.17%) CentOS
6 1 (2.17%) Red Hat Enterprise Linux
6 1 (2.17%) Solaris
6 1 (2.17%) Windows Server 2008
Processes & Methodologies
1 16 (34.78%) Continuous Improvement
2 14 (30.43%) Analytics
3 12 (26.09%) Problem-Solving
4 10 (21.74%) Migration
4 10 (21.74%) Service Delivery
5 9 (19.57%) SOA
6 8 (17.39%) Continuous Integration
6 8 (17.39%) OO
6 8 (17.39%) SDLC
6 8 (17.39%) TDD
6 8 (17.39%) Unit Testing
7 6 (13.04%) Business Development
7 6 (13.04%) Cross-Browser Compatibility
7 6 (13.04%) Data Migration
7 6 (13.04%) DevOps
7 6 (13.04%) Incident Management
7 6 (13.04%) Monetization
7 6 (13.04%) Performance Engineering
7 6 (13.04%) Product Management
7 6 (13.04%) Risk Management
Programming Languages
1 12 (26.09%) SQL
2 10 (21.74%) Java
3 7 (15.22%) Bash Shell
3 7 (15.22%) Bourne shell
3 7 (15.22%) JavaScript
3 7 (15.22%) Korn
4 5 (10.87%) C#
4 5 (10.87%) sed
5 2 (4.35%) Python
5 2 (4.35%) Ruby
6 1 (2.17%) C++
6 1 (2.17%) C-shell
6 1 (2.17%) PowerShell
6 1 (2.17%) Shell Script
6 1 (2.17%) T-SQL
6 1 (2.17%) VB
Qualifications
1 2 (4.35%) AWS Certification
1 2 (4.35%) Degree
2 1 (2.17%) CISSP
2 1 (2.17%) ITIL Certification
2 1 (2.17%) SSCP
Quality Assurance & Compliance
1 12 (26.09%) QA
2 1 (2.17%) Actionable Recommendations
System Software
1 5 (10.87%) VMware Infrastructure
2 2 (4.35%) Docker
2 2 (4.35%) NFS
2 2 (4.35%) vSphere
3 1 (2.17%) Active Directory
3 1 (2.17%) Microsoft App-V
3 1 (2.17%) Samba
3 1 (2.17%) Veritas Cluster Server
3 1 (2.17%) Veritas Volume Manager
3 1 (2.17%) VMware ESXi
Systems Management
1 1 (2.17%) Ansible
1 1 (2.17%) Nagios
1 1 (2.17%) NetBackup
1 1 (2.17%) Oozie
1 1 (2.17%) Opscode Chef
1 1 (2.17%) Oracle ZFS
1 1 (2.17%) Puppet
1 1 (2.17%) SCCM
1 1 (2.17%) SCOM
1 1 (2.17%) Single Sign-On
1 1 (2.17%) vMotion
1 1 (2.17%) WebSphere Service Registry and Repository
1 1 (2.17%) WMI
Vendors
1 12 (26.09%) Microsoft
2 7 (15.22%) Oracle
2 7 (15.22%) VMware
3 6 (13.04%) Cognizant
3 6 (13.04%) Micro Focus
4 3 (6.52%) HP
5 2 (4.35%) Citrix
5 2 (4.35%) Twitter
6 1 (2.17%) Adobe
6 1 (2.17%) Cisco
6 1 (2.17%) CyberArk
6 1 (2.17%) Dell
6 1 (2.17%) EMC
6 1 (2.17%) ForeScout
6 1 (2.17%) Hitachi
6 1 (2.17%) IBM
6 1 (2.17%) NetApp
6 1 (2.17%) Sun
6 1 (2.17%) Varonis
6 1 (2.17%) Verint