Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Root Cause Analysis
UK > Scotland
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 162 184 161
Rank change year-on-year +22 -23 +65
Permanent jobs citing Root Cause Analysis 59 29 78
As % of all permanent IT jobs advertised in Scotland 1.04% 0.56% 1.21%
As % of the Processes & Methodologies category 1.15% 0.61% 1.33%
Number of salaries quoted 44 16 45
Scotland median annual salary £57,500 £40,000 £41,000
Median salary % change year-on-year +43.75% -2.44% -8.89%
10th Percentile £31,400 £28,500 £27,750
90th Percentile £70,000 £50,000 £68,500
UK median annual salary £45,000 £45,000 £45,000

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 5143 4724 5876
As % of all permanent IT jobs advertised in Scotland 90.82% 91.27% 90.88%
Number of salaries quoted 3286 2862 3722
Scotland median annual salary £45,000 £44,500 £42,500
Median salary % change year-on-year +1.12% +4.71% +2.41%
10th Percentile £28,250 £28,250 £27,500
90th Percentile £65,000 £65,000 £63,750
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

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 24 November 2017.

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 24 November 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
Edinburgh +17 39 £57,500 +15.00% 2
Glasgow -17 8 £37,500 -6.25% 2
Root Cause Analysis
UK

For the 6 months to 24 November 2017, IT jobs citing Root Cause Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Root Cause Analysis.

1 30 (50.85%) Cisco
1 30 (50.85%) PowerShell
2 26 (44.07%) ITIL
3 25 (42.37%) Windows
4 24 (40.68%) SQL
5 20 (33.90%) Microsoft
6 19 (32.20%) Technical Architecture
7 18 (30.51%) DHCP
7 18 (30.51%) VMware
8 17 (28.81%) Microsoft App-V
8 17 (28.81%) DNS
8 17 (28.81%) LAN
8 17 (28.81%) WAN
8 17 (28.81%) Active Directory
8 17 (28.81%) Citrix
8 17 (28.81%) Agile Software Development
8 17 (28.81%) Hyper-V
8 17 (28.81%) SCCM
8 17 (28.81%) SCOM
8 17 (28.81%) XenApp
8 17 (28.81%) XenDesktop
8 17 (28.81%) Microsoft Azure
8 17 (28.81%) Puppet
8 17 (28.81%) VMware ESXi
8 17 (28.81%) Opscode Chef
8 17 (28.81%) Ansible
8 17 (28.81%) Translating Business Requirements
9 16 (27.12%) Varonis
9 16 (27.12%) Data Centre
9 16 (27.12%) Ubuntu

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 16 (27.12%) Blackberry Enterprise Server
2 6 (10.17%) Apache
2 6 (10.17%) JBoss
3 4 (6.78%) Exchange Server 2010
3 4 (6.78%) MS Exchange
3 4 (6.78%) Skype for Business
4 1 (1.69%) IIS
4 1 (1.69%) Tomcat
Applications
1 1 (1.69%) Microsoft Excel
1 1 (1.69%) Microsoft Office
1 1 (1.69%) Microsoft PowerPoint
1 1 (1.69%) MS Visio
Business Applications
1 11 (18.64%) Markit EDM
2 6 (10.17%) SAP GRC
3 1 (1.69%) Dynamics CRM
Cloud Services
1 17 (28.81%) Microsoft Azure
2 5 (8.47%) Amazon AWS
3 4 (6.78%) Office 365
4 1 (1.69%) SaaS
Communications & Networking
1 18 (30.51%) DHCP
2 17 (28.81%) DNS
2 17 (28.81%) LAN
2 17 (28.81%) WAN
3 13 (22.03%) Firewall
3 13 (22.03%) Internet
3 13 (22.03%) MPLS
3 13 (22.03%) Network Security
3 13 (22.03%) VPN
4 12 (20.34%) Cisco IPT
4 12 (20.34%) Cisco Nexus
4 12 (20.34%) IP Telephony
4 12 (20.34%) Wireless
5 3 (5.08%) SSL
6 2 (3.39%) FTP
6 2 (3.39%) HTTP
6 2 (3.39%) HTTPS
7 1 (1.69%) ATM
7 1 (1.69%) EIGRP
7 1 (1.69%) SAN
Database & Business Intelligence
1 11 (18.64%) SQL Server
2 6 (10.17%) DB2
3 5 (8.47%) Oracle Database
4 4 (6.78%) SQL Server 2005
4 4 (6.78%) SQL Server 2014
5 3 (5.08%) Data Warehouse
6 2 (3.39%) Relational Database
7 1 (1.69%) Data Mining
7 1 (1.69%) QlikView
7 1 (1.69%) RDBMS
Development Applications
1 13 (22.03%) Sonatype Nexus
2 1 (1.69%) Bitbucket
2 1 (1.69%) GCC
2 1 (1.69%) Git (software)
2 1 (1.69%) Jenkins
2 1 (1.69%) Maven
2 1 (1.69%) MSI
2 1 (1.69%) NuGet
2 1 (1.69%) Team Foundation Server
General
1 5 (8.47%) Telecoms
2 4 (6.78%) Finance
3 1 (1.69%) Banking
3 1 (1.69%) Legal
Job Titles
1 18 (30.51%) Architect
2 13 (22.03%) Analyst
2 13 (22.03%) Infrastructure Engineer
3 12 (20.34%) IT Engineer
3 12 (20.34%) IT Infrastructure Engineer
3 12 (20.34%) Network Architect
4 7 (11.86%) Developer
5 6 (10.17%) SAP Architect
5 6 (10.17%) SAP Technical Architect
5 6 (10.17%) Technical Architect
6 5 (8.47%) Applications Support
6 5 (8.47%) Applications Support Analyst
6 5 (8.47%) Senior Developer
6 5 (8.47%) Support Analyst
7 3 (5.08%) .NET Developer
7 3 (5.08%) 3rd Line Support
7 3 (5.08%) 3rd Line Support Analyst
7 3 (5.08%) Senior .NET Developer
7 3 (5.08%) Team Leader
8 2 (3.39%) SQL Analyst
Libraries, Frameworks & Software Standards
1 6 (10.17%) .NET
1 6 (10.17%) HTML
1 6 (10.17%) SAP Basis
2 5 (8.47%) ASP.NET
2 5 (8.47%) CSS
2 5 (8.47%) Web Services
3 4 (6.78%) XML
4 2 (3.39%) EDI
4 2 (3.39%) EDIFACT
5 1 (1.69%) ASP.NET MVC
5 1 (1.69%) JSON
Miscellaneous
1 16 (27.12%) Blackberry
1 16 (27.12%) Data Centre
2 14 (23.73%) Virtual Team
3 13 (22.03%) Analytical Skills
4 2 (3.39%) Management Information System
4 2 (3.39%) TRADACOMS
5 1 (1.69%) Computer Science
Operating Systems
1 25 (42.37%) Windows
2 16 (27.12%) Linux
2 16 (27.12%) Ubuntu
3 14 (23.73%) Windows Server
4 13 (22.03%) Windows Server 2008
4 13 (22.03%) Windows Server 2012
5 11 (18.64%) Unix
6 1 (1.69%) Windows 7
6 1 (1.69%) Windows 8
Processes & Methodologies
1 26 (44.07%) ITIL
2 19 (32.20%) Technical Architecture
3 17 (28.81%) Agile Software Development
3 17 (28.81%) Translating Business Requirements
4 15 (25.42%) Asset Management
5 13 (22.03%) Application Packaging
5 13 (22.03%) Performance Management
5 13 (22.03%) Validation
6 12 (20.34%) Change Management
6 12 (20.34%) Network Design
6 12 (20.34%) Network Segmentation
6 12 (20.34%) Requirements Analysis
6 12 (20.34%) Scrum
6 12 (20.34%) Stakeholder Management
6 12 (20.34%) TOGAF
6 12 (20.34%) Zachman Framework
7 9 (15.25%) Business Intelligence
8 7 (11.86%) High Availability
9 6 (10.17%) Creative Thinking
9 6 (10.17%) SAP Implementation
Programming Languages
1 30 (50.85%) PowerShell
2 24 (40.68%) SQL
3 6 (10.17%) C#
3 6 (10.17%) Java
3 6 (10.17%) JavaScript
4 5 (8.47%) Shell Script
5 3 (5.08%) Python
6 2 (3.39%) ActionScript
6 2 (3.39%) ActionScript 2.0
6 2 (3.39%) ActionScript 3.0
6 2 (3.39%) Perl
7 1 (1.69%) Bash Shell
7 1 (1.69%) C
7 1 (1.69%) C++
7 1 (1.69%) PHP
7 1 (1.69%) PL/SQL
7 1 (1.69%) Ruby
7 1 (1.69%) T-SQL
7 1 (1.69%) VB.NET
7 1 (1.69%) VBScript
Qualifications
1 14 (23.73%) Microsoft Certification
2 13 (22.03%) Cisco Certification
2 13 (22.03%) MCSE
3 12 (20.34%) CCIE
3 12 (20.34%) CISSP
4 1 (1.69%) CCNP
4 1 (1.69%) Degree
4 1 (1.69%) MCP
Quality Assurance & Compliance
1 1 (1.69%) SLA
System Software
1 17 (28.81%) Active Directory
1 17 (28.81%) Hyper-V
1 17 (28.81%) Microsoft App-V
1 17 (28.81%) VMware ESXi
1 17 (28.81%) XenApp
1 17 (28.81%) XenDesktop
2 5 (8.47%) VMware Infrastructure
3 1 (1.69%) Firmware
3 1 (1.69%) vSphere
Systems Management
1 17 (28.81%) Ansible
1 17 (28.81%) Opscode Chef
1 17 (28.81%) Puppet
1 17 (28.81%) SCCM
1 17 (28.81%) SCOM
2 4 (6.78%) Symantec Endpoint Protection
2 4 (6.78%) Symantec Enterprise Vault
3 1 (1.69%) Capistrano
3 1 (1.69%) Cisco Prime
3 1 (1.69%) Microsoft Clustering
3 1 (1.69%) PowerCLI
3 1 (1.69%) yum
Vendors
1 30 (50.85%) Cisco
2 20 (33.90%) Microsoft
3 18 (30.51%) VMware
4 17 (28.81%) Citrix
5 16 (27.12%) Varonis
6 14 (23.73%) SolarWinds
7 13 (22.03%) CheckPoint
7 13 (22.03%) Google
8 12 (20.34%) CyberArk
8 12 (20.34%) Red Hat
9 11 (18.64%) Charles River
9 11 (18.64%) Oracle
10 6 (10.17%) SAP
11 4 (6.78%) CA
11 4 (6.78%) Symantec
12 2 (3.39%) F5
13 1 (1.69%) Brocade
13 1 (1.69%) Capita
13 1 (1.69%) McAfee
13 1 (1.69%) Riverbed