Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Root Cause Analysis
UK > Scotland
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 194 170 174
Rank change year-on-year -24 +4 +2
Permanent jobs citing Root Cause Analysis 46 31 67
As % of all permanent IT jobs advertised in Scotland 0.80% 0.66% 1.16%
As % of the Processes & Methodologies category 0.86% 0.71% 1.25%
Number of salaries quoted 29 15 33
Scotland median annual salary £40,000 £57,500 £40,000
Median salary % change year-on-year -30.43% +43.75% +3.23%
10th Percentile £28,000 £31,250 £30,900
90th Percentile £57,500 £73,750 £53,250
UK median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +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 5,337 4,360 5,343
As % of all permanent IT jobs advertised in Scotland 92.79% 92.73% 92.17%
Number of salaries quoted 3,633 2,791 3,271
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £28,750 £27,500
90th Percentile £70,000 £68,750 £65,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +3.26%

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 25 May 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 25 May 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 -15 28 £37,500 -6.25% 5
Edinburgh -10 14 £45,000 -28.00% 4
West Lothian - 4 - - 1
Root Cause Analysis
UK

For the 6 months to 25 May 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 22 (47.83%) Finance
2 21 (45.65%) SQL
3 15 (32.61%) Unix
4 14 (30.43%) Windows
4 14 (30.43%) Oracle
5 13 (28.26%) Banking
5 13 (28.26%) Problem-Solving
6 12 (26.09%) Analytics
7 11 (23.91%) Service Delivery
7 11 (23.91%) SQL Server
7 11 (23.91%) Linux
7 11 (23.91%) Analytical Skills
8 10 (21.74%) Service Management
9 9 (19.57%) Continuous Improvement
10 8 (17.39%) Microsoft Azure
10 8 (17.39%) SLA
11 7 (15.22%) Active Directory
11 7 (15.22%) MS Exchange
11 7 (15.22%) Microsoft
11 7 (15.22%) ITIL
11 7 (15.22%) Change Management
11 7 (15.22%) Firewall
11 7 (15.22%) Project Management
11 7 (15.22%) Agile Software Development
12 6 (13.04%) Data Analysis
12 6 (13.04%) Business Analysis
12 6 (13.04%) Microsoft PowerPoint
12 6 (13.04%) QlikView
12 6 (13.04%) PowerShell
12 6 (13.04%) Data Governance

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 7 (15.22%) MS Exchange
2 6 (13.04%) SAS
3 5 (10.87%) IIS
3 5 (10.87%) SharePoint
3 5 (10.87%) SharePoint Server
3 5 (10.87%) Skype for Business
4 3 (6.52%) JBoss
4 3 (6.52%) WebSphere
5 2 (4.35%) WebLogic
5 2 (4.35%) WildFly
6 1 (2.17%) Apache
Applications
1 6 (13.04%) Microsoft Excel
1 6 (13.04%) Microsoft Office
1 6 (13.04%) Microsoft PowerPoint
1 6 (13.04%) Microsoft Project
1 6 (13.04%) MS Visio
Cloud Services
1 8 (17.39%) Microsoft Azure
2 6 (13.04%) Office 365
3 5 (10.87%) Azure Active Directory
4 3 (6.52%) Amazon AWS
5 1 (2.17%) IaaS
5 1 (2.17%) PaaS
5 1 (2.17%) SaaS
Communications & Networking
1 7 (15.22%) Firewall
2 6 (13.04%) VPN
3 5 (10.87%) Skype
3 5 (10.87%) WAN
4 4 (8.70%) ATM
4 4 (8.70%) Cisco ASA
4 4 (8.70%) DHCP
4 4 (8.70%) EIGRP
4 4 (8.70%) F5 BIG-IP LTM
4 4 (8.70%) HSRP
4 4 (8.70%) LAN
4 4 (8.70%) MPLS
4 4 (8.70%) Network Security
4 4 (8.70%) SSL
5 3 (6.52%) TACACS
6 2 (4.35%) IPsec
6 2 (4.35%) Software-Defined Networking
6 2 (4.35%) Wireless
6 2 (4.35%) Wireshark
6 2 (4.35%) WLAN
Database & Business Intelligence
1 11 (23.91%) SQL Server
2 6 (13.04%) Data Warehouse
2 6 (13.04%) QlikView
3 5 (10.87%) Hadoop
3 5 (10.87%) Qlik Sense
4 2 (4.35%) SAP HANA
5 1 (2.17%) Oracle Database
Development Applications
1 5 (10.87%) LoadRunner
2 2 (4.35%) Jenkins
3 1 (2.17%) Eclipse
3 1 (2.17%) IBM UrbanCode
3 1 (2.17%) IntelliJ
General
1 22 (47.83%) Finance
2 13 (28.26%) Banking
3 2 (4.35%) Back Office
3 2 (4.35%) Investment Banking
4 1 (2.17%) Front Office
4 1 (2.17%) Law
4 1 (2.17%) Legal
4 1 (2.17%) Retail
4 1 (2.17%) Telecoms
Job Titles
1 22 (47.83%) Analyst
2 12 (26.09%) Senior Analyst
2 12 (26.09%) Support Analyst
3 7 (15.22%) Applications Support
3 7 (15.22%) Applications Support Analyst
4 6 (13.04%) Data Analyst
4 6 (13.04%) Senior Applications Support
4 6 (13.04%) Senior Applications Support Analyst
4 6 (13.04%) Senior Data Analyst
4 6 (13.04%) Senior Support Analyst
5 5 (10.87%) Applications Engineer
5 5 (10.87%) Senior Applications Engineer
6 4 (8.70%) Business Intelligence Analyst
6 4 (8.70%) Business Intelligence Support Analyst
6 4 (8.70%) Business Support Analyst
6 4 (8.70%) Network Engineer
6 4 (8.70%) Performance Engineer
6 4 (8.70%) Senior Network Engineer
7 3 (6.52%) Tester
8 2 (4.35%) Technical Support
Libraries, Frameworks & Software Standards
1 6 (13.04%) XML
2 5 (10.87%) .NET
2 5 (10.87%) Middleware
3 4 (8.70%) Ajax
3 4 (8.70%) HTML
3 4 (8.70%) HTML5
4 3 (6.52%) J2EE
5 2 (4.35%) Web Services
6 1 (2.17%) CSS
6 1 (2.17%) CSS3
6 1 (2.17%) DOM
6 1 (2.17%) EJB
6 1 (2.17%) Ext JS
6 1 (2.17%) JSP
6 1 (2.17%) React
6 1 (2.17%) Redux
6 1 (2.17%) REST
6 1 (2.17%) Servlets
Miscellaneous
1 11 (23.91%) Analytical Skills
2 3 (6.52%) Data Centre
3 2 (4.35%) User Experience
4 1 (2.17%) Computer Science
4 1 (2.17%) Equities
4 1 (2.17%) Fixed Income
4 1 (2.17%) Management Information System
4 1 (2.17%) PMI
4 1 (2.17%) Smart Meter
4 1 (2.17%) Virtual Team
Operating Systems
1 15 (32.61%) Unix
2 14 (30.43%) Windows
3 11 (23.91%) Linux
4 5 (10.87%) Windows Server
5 1 (2.17%) AIX
5 1 (2.17%) Android
5 1 (2.17%) Apple iOS
5 1 (2.17%) Red Hat Enterprise Linux
5 1 (2.17%) zOS
Processes & Methodologies
1 13 (28.26%) Problem-Solving
2 12 (26.09%) Analytics
3 11 (23.91%) Service Delivery
4 10 (21.74%) Service Management
5 9 (19.57%) Continuous Improvement
6 7 (15.22%) Agile Software Development
6 7 (15.22%) Change Management
6 7 (15.22%) ITIL
6 7 (15.22%) Project Management
7 6 (13.04%) Business Analysis
7 6 (13.04%) Business Continuity
7 6 (13.04%) Business Intelligence
7 6 (13.04%) Data Analysis
7 6 (13.04%) Data Governance
7 6 (13.04%) Trend Analysis
8 5 (10.87%) Disaster Recovery
8 5 (10.87%) ETL
8 5 (10.87%) Investment Management
8 5 (10.87%) Performance Engineering
8 5 (10.87%) Task Automation
Programming Languages
1 21 (45.65%) SQL
2 6 (13.04%) PowerShell
3 5 (10.87%) C
3 5 (10.87%) Java
4 2 (4.35%) Python
5 1 (2.17%) Bash Shell
5 1 (2.17%) C++
5 1 (2.17%) JavaScript
5 1 (2.17%) Perl
5 1 (2.17%) Shell Script
5 1 (2.17%) T-SQL
Qualifications
1 6 (13.04%) Cisco Certification
2 4 (8.70%) CCIE
2 4 (8.70%) CCNP
2 4 (8.70%) Degree
3 2 (4.35%) CCNA
3 2 (4.35%) Network+ Certification
3 2 (4.35%) VCAP
3 2 (4.35%) VCDX
4 1 (2.17%) Computer Science Degree
4 1 (2.17%) GCIH
4 1 (2.17%) PMI Certification
4 1 (2.17%) SANS
4 1 (2.17%) Six Sigma Black Belt
Quality Assurance & Compliance
1 8 (17.39%) SLA
2 6 (13.04%) Data Quality
3 3 (6.52%) QA
4 2 (4.35%) ISO/IEC 20000
4 2 (4.35%) ISO/IEC 27001
System Software
1 7 (15.22%) Active Directory
2 2 (4.35%) Docker
3 1 (2.17%) VMware NSX
Systems Management
1 4 (8.70%) Cisco Prime
2 1 (2.17%) Computer Emergency Response Teams
2 1 (2.17%) Computer Incident Response Team
2 1 (2.17%) CSIRT
2 1 (2.17%) Nagios
Vendors
1 14 (30.43%) Oracle
2 7 (15.22%) Microsoft
3 5 (10.87%) Cognos
3 5 (10.87%) Informatica
3 5 (10.87%) Micro Focus
3 5 (10.87%) Vertica
4 4 (8.70%) AppDynamics
4 4 (8.70%) Brocade
4 4 (8.70%) CheckPoint
4 4 (8.70%) Cisco
4 4 (8.70%) Dell
4 4 (8.70%) F5
4 4 (8.70%) McAfee
4 4 (8.70%) Riverbed
4 4 (8.70%) SolarWinds
4 4 (8.70%) TIBCO
5 2 (4.35%) Fortinet
5 2 (4.35%) HP
5 2 (4.35%) SAP
5 2 (4.35%) Teradata