Kalman Filter Job Trends in Scotland

Kalman Filtering
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Kalman Filter skills. It covers permanent job vacancies from the 6 months leading up to 31 December 2025, with comparisons to the same periods in the previous two years.

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 135 140 168
Rank change year-on-year +5 +28 +37
Permanent jobs citing Kalman Filter 4 7 23
As % of all permanent jobs in Scotland 0.15% 0.26% 0.78%
As % of the Processes & Methodologies category 0.18% 0.28% 0.82%
Number of salaries quoted 2 5 3
10th Percentile £37,975 £27,150 £29,750
25th Percentile £40,563 £28,500 £35,000
Median annual salary (50th Percentile) £48,250 £31,500 £47,500
Median % change year-on-year +53.17% -33.68% +13.10%
75th Percentile £58,063 £47,250 £59,375
90th Percentile £61,925 £50,400 £64,250
UK median annual salary £50,000 £52,500 £53,500
% change year-on-year -4.76% -1.87% +7.00%

All Process & Methodology Skills
Scotland

Kalman Filter falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,203 2,494 2,800
As % of all permanent jobs advertised in Scotland 80.93% 92.17% 94.85%
Number of salaries quoted 1,078 1,070 1,739
10th Percentile £26,250 £32,475 £25,000
25th Percentile £30,250 £41,250 £34,750
Median annual salary (50th Percentile) £40,000 £55,000 £52,500
Median % change year-on-year -27.27% +4.76% -8.54%
75th Percentile £65,000 £70,000 £70,000
90th Percentile £81,547 £88,750 £84,056
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Kalman Filter
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing Kalman Filter relative to all permanent IT jobs advertised in Scotland.

Kalman Filter job vacancy trend in Scotland

Kalman Filter
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Kalman Filter.

Salary distribution trend for jobs in Scotland citing Kalman Filter

Kalman Filter
Salary Histogram in Scotland

Salary distribution for jobs citing Kalman Filter in Scotland over the 6 months to 31 December 2025.

Salary histogram for Kalman Filter in Scotland

Kalman Filter
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the Scotland region over the 6 months to 31 December 2025. 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
Jobs
Glasgow +17 3 £37,500 - 3
Lanarkshire +2 1 £59,000 +18.00% 2
Kalman Filter
UK

Kalman Filter
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (75.00%) Microsoft Exchange
2 2 (50.00%) Exchange Server 2013
3 1 (25.00%) IIS
3 1 (25.00%) SharePoint
Cloud Services
1 2 (50.00%) Azure
2 1 (25.00%) AWS
2 1 (25.00%) Azure Sentinel
2 1 (25.00%) Entra ID
2 1 (25.00%) Microsoft 365
Communications & Networking
1 1 (25.00%) DHCP
1 1 (25.00%) DNS
1 1 (25.00%) Firewall
General
1 2 (50.00%) Organisational Skills
1 2 (50.00%) Social Skills
Job Titles
1 3 (75.00%) Analyst
2 2 (50.00%) Support Analyst
3 1 (25.00%) Cybersecurity Analyst
3 1 (25.00%) Infrastructure Engineer
3 1 (25.00%) Security Analyst
Miscellaneous
1 1 (25.00%) Cyber Security Posture
1 1 (25.00%) Onboarding
1 1 (25.00%) Security Posture
Operating Systems
1 4 (100.00%) Windows
2 2 (50.00%) Windows Server 2008
2 2 (50.00%) Windows Server 2012
3 1 (25.00%) Linux
3 1 (25.00%) Windows Server
Processes & Methodologies
1 2 (50.00%) Cybersecurity
1 2 (50.00%) Problem-Solving
2 1 (25.00%) Event Correlation
2 1 (25.00%) Incident Response
2 1 (25.00%) Infrastructure Engineering
2 1 (25.00%) ITIL
2 1 (25.00%) Migration
2 1 (25.00%) Open Source
2 1 (25.00%) OSINT
2 1 (25.00%) Project Delivery
2 1 (25.00%) Server Management
2 1 (25.00%) Server Virtualisation
2 1 (25.00%) SIEM
2 1 (25.00%) Situational Awareness
2 1 (25.00%) Threat Detection
2 1 (25.00%) Use Case
2 1 (25.00%) Web Filtering
Programming Languages
1 1 (25.00%) Kusto Query Language
1 1 (25.00%) PowerShell
1 1 (25.00%) SQL
Qualifications
1 2 (50.00%) Degree
2 1 (25.00%) DV Cleared
2 1 (25.00%) SC Cleared
2 1 (25.00%) Security Cleared
Quality Assurance & Compliance
1 1 (25.00%) Cyber Essentials
1 1 (25.00%) Cyber Essentials PLUS
1 1 (25.00%) ISO/IEC 27001
1 1 (25.00%) NIST
System Software
1 3 (75.00%) Active Directory
2 1 (25.00%) Hyper-V
2 1 (25.00%) VMware Infrastructure
Systems Management
1 1 (25.00%) Microsoft Intune
1 1 (25.00%) Proxmox
Vendors
1 1 (25.00%) ArcSight
1 1 (25.00%) Microsoft
1 1 (25.00%) VMware