Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Root Cause Analysis
UK > Scotland
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 179 174 166
Rank change year-on-year -5 -8 -27
Permanent jobs citing Root Cause Analysis 45 57 33
As % of all permanent IT jobs advertised in Scotland 0.89% 1.04% 0.70%
As % of the Processes & Methodologies category 0.95% 1.12% 0.76%
Number of salaries quoted 29 45 19
Scotland median annual salary £47,500 £52,500 £40,000
Median salary % change year-on-year -9.52% +31.25% +2.56%
10th Percentile £23,000 £30,800 £28,650
90th Percentile £65,000 £70,000 £52,250
UK median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 4,749 5,075 4,343
As % of all permanent IT jobs advertised in Scotland 93.56% 92.39% 92.56%
Number of salaries quoted 3,084 3,329 2,738
Scotland median annual salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12% +4.71%
10th Percentile £29,500 £28,250 £28,750
90th Percentile £69,375 £65,600 £64,825
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 17 January 2019.

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 17 January 2019. 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 +7 22 £35,000 -6.67% 4
Edinburgh +2 19 £50,000 -13.04% 5
Falkirk - 1 £65,000 -
Stirling - 1 £65,000 -
Fife - 1 £22,000 -
Root Cause Analysis
UK

For the 6 months to 17 January 2019, 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 20 (44.44%) Analytics
2 17 (37.78%) SQL
3 15 (33.33%) QA
4 14 (31.11%) SQL Server
5 13 (28.89%) Windows
5 13 (28.89%) SDLC
6 12 (26.67%) Continuous Integration
6 12 (26.67%) Linux
6 12 (26.67%) TDD
7 11 (24.44%) Migration
7 11 (24.44%) OO
7 11 (24.44%) Oracle
7 11 (24.44%) Java
7 11 (24.44%) Eclipse
7 11 (24.44%) IntelliJ
7 11 (24.44%) Unit Testing
8 10 (22.22%) Git (software)
8 10 (22.22%) Product Management
8 10 (22.22%) Relational Database
8 10 (22.22%) Microsoft
8 10 (22.22%) MySQL
8 10 (22.22%) JSP
8 10 (22.22%) Servlets
9 9 (20.00%) EJB
9 9 (20.00%) CSS
9 9 (20.00%) XML
9 9 (20.00%) J2EE
9 9 (20.00%) JavaScript
9 9 (20.00%) HTML
9 9 (20.00%) RDBMS

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 4 (8.89%) JBoss
1 4 (8.89%) WebSphere
2 3 (6.67%) IIS
3 2 (4.44%) Apache
3 2 (4.44%) IBM Notes
3 2 (4.44%) SharePoint
3 2 (4.44%) WebLogic
4 1 (2.22%) Adobe Experience Manager
4 1 (2.22%) Apache Pig
4 1 (2.22%) Apache Spark
4 1 (2.22%) BizTalk Server
4 1 (2.22%) SAS
4 1 (2.22%) Tomcat
4 1 (2.22%) WebSphere Process Server
Applications
1 6 (13.33%) Microsoft Office
2 1 (2.22%) Microsoft Excel
2 1 (2.22%) Microsoft PowerPoint
Cloud Services
1 4 (8.89%) Amazon AWS
2 2 (4.44%) Azure Active Directory
2 2 (4.44%) IaaS
2 2 (4.44%) Microsoft Azure
2 2 (4.44%) Office 365
2 2 (4.44%) PaaS
2 2 (4.44%) SaaS
3 1 (2.22%) Amazon EMR
3 1 (2.22%) FinancialForce
Communications & Networking
1 6 (13.33%) 802.11
1 6 (13.33%) Bluetooth
1 6 (13.33%) Wi-Fi
1 6 (13.33%) Wireless
2 4 (8.89%) DNS
2 4 (8.89%) TCP/IP
3 2 (4.44%) SSH
3 2 (4.44%) WebEx
4 1 (2.22%) iSCSI
4 1 (2.22%) SAN
4 1 (2.22%) SMTP
Database & Business Intelligence
1 14 (31.11%) SQL Server
2 10 (22.22%) MySQL
2 10 (22.22%) Relational Database
3 9 (20.00%) RDBMS
4 1 (2.22%) Apache Hive
4 1 (2.22%) Big Data
Development Applications
1 11 (24.44%) Eclipse
1 11 (24.44%) IntelliJ
2 10 (22.22%) Git (software)
3 9 (20.00%) Subversion
4 6 (13.33%) GCC
5 2 (4.44%) Team Foundation Server
5 2 (4.44%) Visual Studio
6 1 (2.22%) GitLab
6 1 (2.22%) JIRA
6 1 (2.22%) NUnit
General
1 3 (6.67%) Finance
2 2 (4.44%) Banking
2 2 (4.44%) French Language
2 2 (4.44%) German Language
2 2 (4.44%) Spanish Language
3 1 (2.22%) Manufacturing
Job Titles
1 6 (13.33%) Bluetooth Engineer
1 6 (13.33%) Firmware Engineer
1 6 (13.33%) Programme Manager
1 6 (13.33%) Team Leader
2 5 (11.11%) Administrator
2 5 (11.11%) Development Team Leader
2 5 (11.11%) Migration Manager
2 5 (11.11%) Software Development Team Leader
2 5 (11.11%) Software Team Leader
2 5 (11.11%) Support Engineer
3 4 (8.89%) Technical Engineer
3 4 (8.89%) Technical Support
3 4 (8.89%) Technical Support Engineer
4 3 (6.67%) Developer
4 3 (6.67%) Graduate
4 3 (6.67%) Graduate Software Engineer
4 3 (6.67%) Integration Manager
4 3 (6.67%) Software Engineer
4 3 (6.67%) Systems Integration Manager
5 2 (4.44%) Junior Support Engineer
Libraries, Frameworks & Software Standards
1 10 (22.22%) JSP
1 10 (22.22%) Servlets
2 9 (20.00%) Ajax
2 9 (20.00%) CSS
2 9 (20.00%) CSS3
2 9 (20.00%) EJB
2 9 (20.00%) HTML
2 9 (20.00%) HTML5
2 9 (20.00%) J2EE
2 9 (20.00%) XML
3 7 (15.56%) Hibernate
3 7 (15.56%) Spring
4 6 (13.33%) 802.1X
5 5 (11.11%) LDAP
6 4 (8.89%) Java EE
7 3 (6.67%) .NET
7 3 (6.67%) REST
8 2 (4.44%) Ext JS
8 2 (4.44%) Redux
8 2 (4.44%) Web Services
Miscellaneous
1 9 (20.00%) Enterprise Software
2 7 (15.56%) Algorithms
3 6 (13.33%) ASIC
3 6 (13.33%) Management Information System
4 4 (8.89%) Data Centre
4 4 (8.89%) User Experience
5 2 (4.44%) Analytical Skills
5 2 (4.44%) Public Cloud
6 1 (2.22%) Clustering
6 1 (2.22%) Replication
Operating Systems
1 13 (28.89%) Windows
2 12 (26.67%) Linux
3 2 (4.44%) Unix
3 2 (4.44%) Windows 7
4 1 (2.22%) Red Hat Enterprise Linux
4 1 (2.22%) Solaris
Processes & Methodologies
1 20 (44.44%) Analytics
2 13 (28.89%) SDLC
3 12 (26.67%) Continuous Integration
3 12 (26.67%) TDD
4 11 (24.44%) Migration
4 11 (24.44%) OO
4 11 (24.44%) Unit Testing
5 10 (22.22%) Product Management
6 9 (20.00%) Cross-Browser Compatibility
6 9 (20.00%) Incident Management
6 9 (20.00%) Problem-Solving
7 8 (17.78%) Benchmarking
7 8 (17.78%) Continuous Improvement
8 7 (15.56%) Complexity Analysis
8 7 (15.56%) Programme Management
9 6 (13.33%) Customer-Centricity
9 6 (13.33%) IC Design
9 6 (13.33%) Software Engineering
9 6 (13.33%) Stakeholder Management
9 6 (13.33%) Workforce Optimisation
Programming Languages
1 17 (37.78%) SQL
2 11 (24.44%) Java
3 9 (20.00%) JavaScript
4 8 (17.78%) C#
4 8 (17.78%) C++
4 8 (17.78%) Python
5 6 (13.33%) C
5 6 (13.33%) Perl
6 4 (8.89%) PowerShell
7 2 (4.44%) Bash Shell
7 2 (4.44%) Bourne shell
7 2 (4.44%) Korn
7 2 (4.44%) Ruby
7 2 (4.44%) T-SQL
8 1 (2.22%) C-shell
8 1 (2.22%) Shell Script
8 1 (2.22%) VB
Qualifications
1 7 (15.56%) Degree
2 6 (13.33%) Master's Degree
3 2 (4.44%) AWS Certification
4 1 (2.22%) CISSP
4 1 (2.22%) ITIL Certification
4 1 (2.22%) SSCP
Quality Assurance & Compliance
1 15 (33.33%) QA
2 1 (2.22%) SLA
System Software
1 6 (13.33%) Firmware
2 5 (11.11%) VMware Infrastructure
3 3 (6.67%) vSphere
4 2 (4.44%) Active Directory
4 2 (4.44%) NFS
4 2 (4.44%) Virtual Desktop
5 1 (2.22%) Samba
5 1 (2.22%) Veritas Cluster Server
5 1 (2.22%) Veritas Volume Manager
5 1 (2.22%) VMware ESXi
Systems Management
1 2 (4.44%) AirWatch
1 2 (4.44%) Microsoft Intune
1 2 (4.44%) Single Sign-On
1 2 (4.44%) WMI
2 1 (2.22%) Ansible
2 1 (2.22%) Nagios
2 1 (2.22%) Oozie
2 1 (2.22%) Opscode Chef
2 1 (2.22%) Oracle ZFS
2 1 (2.22%) Puppet
2 1 (2.22%) vMotion
2 1 (2.22%) WebSphere Service Registry and Repository
Vendors
1 11 (24.44%) Oracle
2 10 (22.22%) Microsoft
3 9 (20.00%) Cognizant
4 6 (13.33%) VMware
5 4 (8.89%) Citrix
6 2 (4.44%) Google
6 2 (4.44%) Lotus
6 2 (4.44%) MobileIron
6 2 (4.44%) Twitter
7 1 (2.22%) CheckPoint
7 1 (2.22%) CyberArk
7 1 (2.22%) ForeScout
7 1 (2.22%) IFS
7 1 (2.22%) MicroStrategy
7 1 (2.22%) Red Hat
7 1 (2.22%) SolarWinds
7 1 (2.22%) Symantec
7 1 (2.22%) Varonis
7 1 (2.22%) Verint
7 1 (2.22%) Veritas