Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 4 December 2021 with a comparison to the same period in the previous 2 years.

Root Cause Analysis
England > Yorkshire
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 200 160 202
Rank change year-on-year -40 +42 -21
Permanent jobs citing Root Cause Analysis 61 27 71
As % of all permanent jobs advertised in Yorkshire 0.90% 0.82% 1.06%
As % of the Processes & Methodologies category 0.95% 0.88% 1.16%
Number of salaries quoted 38 25 58
10th Percentile £32,125 £28,024 £26,600
25th Percentile £32,750 £31,250 £30,750
Median annual salary (50th Percentile) £37,500 £39,000 £35,250
Median % change year-on-year -3.85% +10.64% -11.88%
75th Percentile £43,750 £45,000 £48,438
90th Percentile £50,000 £47,250 £63,750
England median annual salary £51,500 £52,000 £48,000
% change year-on-year -0.96% +8.33% -4.00%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,401 3,072 6,137
As % of all permanent IT jobs advertised in Yorkshire 94.09% 93.18% 92.01%
Number of salaries quoted 4,799 2,657 5,042
10th Percentile £31,250 £31,250 £26,250
25th Percentile £38,750 £37,500 £33,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +5.88%
75th Percentile £65,000 £58,750 £57,349
90th Percentile £80,000 £65,100 £67,500
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Root Cause Analysis
Job Vacancy Trend in Yorkshire

Job postings citing Root Cause Analysis as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Root Cause Analysis in Yorkshire

Root Cause Analysis
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Root Cause Analysis in Yorkshire.

Salary trend for Root Cause Analysis in Yorkshire

Root Cause Analysis
Salary Histogram in Yorkshire

Salary distribution for jobs citing Root Cause Analysis in Yorkshire over the 6 months to 4 December 2021.

Salary histogram for Root Cause Analysis in Yorkshire

Root Cause Analysis
Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 4 December 2021. 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
West Yorkshire -58 37 £41,250 +7.84% 4
North Yorkshire - 9 £37,500 - 2
Humberside - 8 - -
South Yorkshire -46 7 £33,500 -25.56% 2
Root Cause Analysis
England

For the 6 months to 4 December 2021, 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 Yorkshire region with a requirement for Root Cause Analysis.

1 27 (44.26%) Windows
2 26 (42.62%) SQL
3 24 (39.34%) Analytical Skills
4 21 (34.43%) Microsoft
5 20 (32.79%) Active Directory
6 19 (31.15%) ITIL
6 19 (31.15%) SQL Server
6 19 (31.15%) Problem-Solving
6 19 (31.15%) Social Skills
7 16 (26.23%) SLA
7 16 (26.23%) Problem Management
8 15 (24.59%) Microsoft 365
8 15 (24.59%) Analytics
8 15 (24.59%) Windows Server
8 15 (24.59%) Business Intelligence
9 14 (22.95%) Informatics
10 13 (21.31%) Oracle
11 12 (19.67%) VMware
11 12 (19.67%) Apple iOS
12 11 (18.03%) Incident Management
12 11 (18.03%) Windows 10
12 11 (18.03%) Relational Database
12 11 (18.03%) Finance
12 11 (18.03%) Unix
13 10 (16.39%) SharePoint
13 10 (16.39%) SAN
13 10 (16.39%) Migration
13 10 (16.39%) Visualisation
14 9 (14.75%) Degree
14 9 (14.75%) Retail

Root Cause Analysis
Co-occurring IT Skills in Yorkshire 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 10 (16.39%) SharePoint
2 7 (11.48%) MS Exchange
3 6 (9.84%) Apache Airflow
3 6 (9.84%) Apache Spark
3 6 (9.84%) Luigi
3 6 (9.84%) Tomcat
Applications
1 7 (11.48%) Microsoft Excel
2 5 (8.20%) Microsoft Office
Cloud Services
1 15 (24.59%) Microsoft 365
2 8 (13.11%) Azure
3 7 (11.48%) AWS
3 7 (11.48%) Azure Active Directory
4 6 (9.84%) Amazon EC2
4 6 (9.84%) Amazon EMR
5 4 (6.56%) Cloud Computing
6 3 (4.92%) Power Platform
7 2 (3.28%) iPaaS
8 1 (1.64%) Adobe Analytics
Communications & Networking
1 10 (16.39%) SAN
2 7 (11.48%) DHCP
2 7 (11.48%) DNS
3 5 (8.20%) Firewall
4 4 (6.56%) HTTP
5 3 (4.92%) LAN
5 3 (4.92%) TCP/IP
5 3 (4.92%) VLAN
5 3 (4.92%) VPN
5 3 (4.92%) WAN
6 2 (3.28%) Intranet
6 2 (3.28%) Remote Desktop
7 1 (1.64%) Broadband
Database & Business Intelligence
1 19 (31.15%) SQL Server
2 11 (18.03%) Relational Database
3 8 (13.11%) Electronic Patient Records
4 7 (11.48%) PostgreSQL
5 6 (9.84%) Amazon RDS
5 6 (9.84%) Amazon Redshift
5 6 (9.84%) Apache Cassandra
5 6 (9.84%) Azkaban
5 6 (9.84%) Big Data
5 6 (9.84%) Hadoop
5 6 (9.84%) Metadata
5 6 (9.84%) MySQL
5 6 (9.84%) NoSQL
6 5 (8.20%) Oracle Reports
6 5 (8.20%) RDBMS
7 3 (4.92%) Power BI
7 3 (4.92%) SQL Server 2012
7 3 (4.92%) SQL Server 2019
8 2 (3.28%) Power Query
9 1 (1.64%) Informix
Development Applications
1 6 (9.84%) JIRA
2 4 (6.56%) CocoaPods
2 4 (6.56%) Git (software)
2 4 (6.56%) Xcode
General
1 24 (39.34%) Analytical Skills
2 19 (31.15%) Social Skills
3 11 (18.03%) Finance
4 9 (14.75%) Retail
5 7 (11.48%) Manufacturing
6 5 (8.20%) Back Office
7 2 (3.28%) French Language
7 2 (3.28%) German Language
7 2 (3.28%) Marketing
7 2 (3.28%) Organisational Skills
7 2 (3.28%) Spanish Language
8 1 (1.64%) Games
8 1 (1.64%) Pharmaceutical
Job Titles
1 24 (39.34%) Analyst
2 11 (18.03%) IT Engineer
2 11 (18.03%) IT Support
3 9 (14.75%) Applications Support
4 8 (13.11%) Data Analyst
4 8 (13.11%) Healthcare Specialist
4 8 (13.11%) IT Support Specialist
4 8 (13.11%) Service Desk Engineer
4 8 (13.11%) Support Analyst
4 8 (13.11%) Support Specialist
4 8 (13.11%) Technical Support
5 7 (11.48%) Applications Support Analyst
5 7 (11.48%) SQL Analyst
5 7 (11.48%) SQL Support Analyst
6 6 (9.84%) 2nd Line Support
6 6 (9.84%) 2nd Line Technical Support Analyst
6 6 (9.84%) ERP Analyst
6 6 (9.84%) Senior Analyst
6 6 (9.84%) Technical Analyst
6 6 (9.84%) Technical Support Analyst
Libraries, Frameworks & Software Standards
1 6 (9.84%) Kafka
1 6 (9.84%) Spark Streaming
2 5 (8.20%) .NET
2 5 (8.20%) ASP.NET
2 5 (8.20%) CSS
2 5 (8.20%) HTML
3 4 (6.56%) GraphQL
3 4 (6.56%) LAMP
3 4 (6.56%) LAPP Stack
Miscellaneous
1 8 (13.11%) Analytical Mindset
1 8 (13.11%) e-Health
1 8 (13.11%) LIMS
1 8 (13.11%) PACS
2 6 (9.84%) Data Structures
2 6 (9.84%) Management Information System
3 5 (8.20%) Data Centre
3 5 (8.20%) Virtual Team
4 4 (6.56%) Replication
5 1 (1.64%) Client/Server
5 1 (1.64%) Data Protection Act
5 1 (1.64%) Social Media
Operating Systems
1 27 (44.26%) Windows
2 15 (24.59%) Windows Server
3 12 (19.67%) Apple iOS
4 11 (18.03%) Unix
4 11 (18.03%) Windows 10
5 8 (13.11%) Windows 7
5 8 (13.11%) Windows 8
5 8 (13.11%) Windows Server 2019
6 7 (11.48%) Linux
6 7 (11.48%) Windows Server 2012
7 4 (6.56%) Android
8 2 (3.28%) Windows Server 2008
Processes & Methodologies
1 19 (31.15%) ITIL
1 19 (31.15%) Problem-Solving
2 16 (26.23%) Problem Management
3 15 (24.59%) Analytics
3 15 (24.59%) Business Intelligence
4 14 (22.95%) Informatics
5 11 (18.03%) Incident Management
6 10 (16.39%) Migration
6 10 (16.39%) Visualisation
7 8 (13.11%) Data Analysis
7 8 (13.11%) Data Migration
7 8 (13.11%) ePrescribing
7 8 (13.11%) Health Informatics
7 8 (13.11%) ITSM
7 8 (13.11%) OO
8 7 (11.48%) Data Visualisation
9 6 (9.84%) Computer Science
9 6 (9.84%) Data Pipeline
9 6 (9.84%) Data Transformation
9 6 (9.84%) Workload Management
Programming Languages
1 26 (42.62%) SQL
2 5 (8.20%) C#
2 5 (8.20%) Shell Script
3 4 (6.56%) Apple Swift
3 4 (6.56%) C++
3 4 (6.56%) Java
3 4 (6.56%) JavaScript
3 4 (6.56%) Objective-C
3 4 (6.56%) Python
3 4 (6.56%) Scala
Qualifications
1 9 (14.75%) Degree
2 4 (6.56%) MCSE
2 4 (6.56%) Microsoft Certification
3 3 (4.92%) CCNA
3 3 (4.92%) CCNP
3 3 (4.92%) Cisco Certification
3 3 (4.92%) MCSA
4 2 (3.28%) Oracle Certification
Quality Assurance & Compliance
1 16 (26.23%) SLA
2 8 (13.11%) HL7
2 8 (13.11%) ISO/IEC 20000
3 5 (8.20%) PCI DSS
4 4 (6.56%) Data Quality
5 3 (4.92%) QA
6 1 (1.64%) GDPR
System Software
1 20 (32.79%) Active Directory
2 8 (13.11%) VMware Infrastructure
3 5 (8.20%) vSphere
4 2 (3.28%) Hyper-V
5 1 (1.64%) VMware Server
Systems Management
1 3 (4.92%) NetBackup
2 2 (3.28%) WSUS
Vendors
1 21 (34.43%) Microsoft
2 13 (21.31%) Oracle
3 12 (19.67%) VMware
4 9 (14.75%) Cisco
5 7 (11.48%) HP
5 7 (11.48%) Veeam
6 6 (9.84%) IFS
7 5 (8.20%) NetApp
8 4 (6.56%) Brocade
8 4 (6.56%) Zerto
9 3 (4.92%) Dell
9 3 (4.92%) EMC
9 3 (4.92%) Veritas
10 2 (3.28%) Salesforce.com
10 2 (3.28%) SAP
11 1 (1.64%) Adobe
11 1 (1.64%) Aruba
11 1 (1.64%) Optimizely
11 1 (1.64%) Sophos