Kalman Filtering
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Kalman Filter skills. It covers permanent job vacancies from the 6 months leading up to 12 August 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 433 496 519
Rank change year-on-year +63 +23 +1
Permanent jobs citing Kalman Filter 399 199 321
As % of all permanent jobs in the UK 0.38% 0.40% 0.38%
As % of the Processes & Methodologies category 0.51% 0.45% 0.47%
Number of salaries quoted 245 141 235
10th Percentile £29,500 £30,500 £28,700
25th Percentile £38,500 £32,500 £37,500
Median annual salary (50th Percentile) £55,000 £42,500 £51,250
Median % change year-on-year +29.41% -17.07% -2.38%
75th Percentile £81,000 £69,750 £75,000
90th Percentile £110,000 £85,000 £90,750
UK excluding London median annual salary £45,000 £40,000 £50,000
% change year-on-year +12.50% -20.00% +5.26%

All Process & Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 77,915 44,448 67,793
As % of all permanent jobs advertised in the UK 73.48% 89.27% 81.15%
Number of salaries quoted 53,724 25,250 43,771
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.84%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,000 £50,000
% change year-on-year +14.58% -4.00% -9.09%

Kalman Filter
Job Vacancy Trend

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

Kalman Filter job vacancy trend in the UK

Kalman Filter
Salary Trend

Salary distribution trend for jobs in the UK citing Kalman Filter.

Salary distribution trend for jobs in the UK citing Kalman Filter

Kalman Filter
Salary Histogram

Salary distribution for jobs citing Kalman Filter over the 6 months to 12 August 2026.

Salary histogram for Kalman Filter in the UK

Kalman Filter
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the UK over the 6 months to 12 August 2026. 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
England +76 366 £60,000 +50.00% 285
UK excluding London -11 227 £45,000 +12.50% 167
London +55 161 £73,000 +2.82% 153
South West -5 86 £42,500 +31.78% 24
Work from Home -10 72 £60,000 +9.09% 132
South East -30 59 £48,000 +20.00% 43
North of England -29 37 £40,000 - 30
Wales - 24 £45,000 - 12
North West -7 22 £50,250 +25.63% 22
East of England -24 14 £50,000 +53.69% 26
North East - 13 £30,000 - 4
West Midlands -21 5 £55,000 - 7
Midlands -25 5 £55,000 +41.94% 14
Yorkshire -31 2 £42,500 -5.56% 4
Scotland +2 1 - - 16
Northern Ireland - 1 - - 6

Kalman Filter
Co-Occurring Skills & Capabilities 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
1 116 (29.07%) Microsoft Exchange
2 36 (9.02%) SharePoint
3 15 (3.76%) Confluence
4 3 (0.75%) IIS
5 2 (0.50%) Apache Airflow
Applications
1 21 (5.26%) Microsoft Office
2 10 (2.51%) Microsoft Excel
3 7 (1.75%) Simulink
4 6 (1.50%) MS Visio
5 2 (0.50%) Microsoft PowerPoint
5 2 (0.50%) Microsoft Project
5 2 (0.50%) OrCAD
Business Applications
1 2 (0.50%) Oracle ERP
2 1 (0.25%) Dynamics CRM
2 1 (0.25%) IBM Planning Analytics
2 1 (0.25%) Primavera
2 1 (0.25%) Remedy ITSM
2 1 (0.25%) Salesforce CRM
2 1 (0.25%) Shopify
Cloud Services
1 175 (43.86%) Azure
2 157 (39.35%) Microsoft 365
3 47 (11.78%) Entra ID
4 45 (11.28%) AWS
5 26 (6.52%) Power Platform
6 16 (4.01%) GitHub
7 14 (3.51%) SaaS
8 13 (3.26%) Google Workspace
9 12 (3.01%) Azure AI
10 10 (2.51%) Microsoft Copilot
11 9 (2.26%) Azure Sentinel
11 9 (2.26%) IaaS
11 9 (2.26%) Power Automate
12 8 (2.01%) Azure Synapse Analytics
12 8 (2.01%) OneDrive
13 7 (1.75%) GCP
13 7 (1.75%) OpenShift
13 7 (1.75%) PaaS
13 7 (1.75%) PowerApps
14 6 (1.50%) Serverless
Communications & Networking
1 110 (27.57%) DNS
2 98 (24.56%) DHCP
3 90 (22.56%) Firewall
4 43 (10.78%) WAN
5 36 (9.02%) Network Security
5 36 (9.02%) VLAN
6 29 (7.27%) VPN
7 27 (6.77%) Wireless
8 21 (5.26%) SD-WAN
9 20 (5.01%) LAN
9 20 (5.01%) Wi-Fi
10 18 (4.51%) BGP
10 18 (4.51%) VoIP
11 15 (3.76%) SSL
12 14 (3.51%) Intrusion Detection
12 14 (3.51%) OSPF
12 14 (3.51%) TCP/IP
13 8 (2.01%) Internet
13 8 (2.01%) IPsec
13 8 (2.01%) VXLAN
Database & Business Intelligence
1 80 (20.05%) Amazon RDS
2 21 (5.26%) Power BI
3 7 (1.75%) MySQL
4 6 (1.50%) MongoDB
4 6 (1.50%) PostgreSQL
5 5 (1.25%) GIS
5 5 (1.25%) SQL Server
6 3 (0.75%) Relational Database
7 2 (0.50%) Data Lake
7 2 (0.50%) Db2
7 2 (0.50%) InterSystems Cache
7 2 (0.50%) Oracle BI Publisher
7 2 (0.50%) Oracle Reports
7 2 (0.50%) Redis
8 1 (0.25%) Amazon Redshift
8 1 (0.25%) BigQuery
8 1 (0.25%) Data Warehouse
8 1 (0.25%) Presto
8 1 (0.25%) Star Schema
8 1 (0.25%) Trino
Development Applications
1 20 (5.01%) JIRA
2 11 (2.76%) Git
3 6 (1.50%) Claude Code
4 4 (1.00%) LabVIEW
5 3 (0.75%) GitLab
5 3 (0.75%) Postman
6 1 (0.25%) Cypress.io
6 1 (0.25%) Vite
6 1 (0.25%) webpack
General
1 205 (51.38%) Social Skills
2 103 (25.81%) Analytical Skills
3 57 (14.29%) Finance
4 20 (5.01%) Law
4 20 (5.01%) Organisational Skills
5 19 (4.76%) Legal
6 16 (4.01%) Electronics
7 15 (3.76%) Marketing
8 13 (3.26%) Aerospace
9 12 (3.01%) Telecoms
10 11 (2.76%) Public Sector
11 10 (2.51%) Military
12 9 (2.26%) Banking
13 8 (2.01%) Documentation Skills
14 7 (1.75%) Manufacturing
15 6 (1.50%) Advertising
15 6 (1.50%) Legal Technology
16 5 (1.25%) Retail
17 4 (1.00%) Local Government
18 3 (0.75%) Inclusion and Diversity
Job Titles
1 84 (21.05%) Systems Engineer
2 52 (13.03%) Senior
3 43 (10.78%) Support Engineer
4 37 (9.27%) IT Support
5 32 (8.02%) IT Engineer
6 31 (7.77%) Consultant
6 31 (7.77%) IT Support Engineer
7 25 (6.27%) Lead
8 22 (5.51%) Security Engineer
9 21 (5.26%) Analyst
10 16 (4.01%) Architect
10 16 (4.01%) Senior Consultant
11 15 (3.76%) 3rd Line Engineer
11 15 (3.76%) 3rd Line Support
11 15 (3.76%) 3rd Line Support Engineer
11 15 (3.76%) Developer
12 10 (2.51%) Network Engineer
13 9 (2.26%) Azure Consultant
13 9 (2.26%) Project Manager
13 9 (2.26%) Senior IT Engineer
Libraries, Frameworks & Software Standards
1 12 (3.01%) CSS
2 11 (2.76%) React
3 10 (2.51%) ModSecurity
4 9 (2.26%) HTML
4 9 (2.26%) REST
5 7 (1.75%) JSON
5 7 (1.75%) NestJS
6 6 (1.50%) LangChain
6 6 (1.50%) RESTful
6 6 (1.50%) Spring
6 6 (1.50%) Spring Boot
7 5 (1.25%) JWT
7 5 (1.25%) LangGraph
7 5 (1.25%) Material Design
7 5 (1.25%) OAuth
7 5 (1.25%) OAuth2
7 5 (1.25%) PyTorch
8 4 (1.00%) HTML5
8 4 (1.00%) OpenAPI
8 4 (1.00%) pytest
Miscellaneous
1 85 (21.30%) Legacy Systems
2 26 (6.52%) Cloud Native
3 24 (6.02%) Data Centre
4 21 (5.26%) Onboarding
5 19 (4.76%) Security Posture
6 14 (3.51%) Self-Motivation
6 14 (3.51%) Social Media
7 12 (3.01%) Algorithms
8 11 (2.76%) FPGA
8 11 (2.76%) VHDL
9 10 (2.51%) AI Agents
9 10 (2.51%) Distributed Denial-of-Service
9 10 (2.51%) Driving Licence
9 10 (2.51%) Web Conferencing
10 9 (2.26%) PCIe
11 8 (2.01%) Educational Technology
12 7 (1.75%) Embedded Systems
12 7 (1.75%) Verilog
13 5 (1.25%) Virtual Team
14 4 (1.00%) Distributed Systems
Operating Systems
1 158 (39.60%) Windows
2 106 (26.57%) Windows Server
3 100 (25.06%) Linux
4 83 (20.80%) Windows Server 2016
5 26 (6.52%) Mac OS
6 13 (3.26%) Windows Server 2019
7 12 (3.01%) Windows 10
8 8 (2.01%) Unix
9 3 (0.75%) AIX
9 3 (0.75%) Windows 7
Processes & Methodologies
1 147 (36.84%) Problem-Solving
2 126 (31.58%) Web Filtering
3 118 (29.57%) Customer Service
4 104 (26.07%) AI
5 101 (25.31%) Migration
6 100 (25.06%) Email Filtering
7 92 (23.06%) Vulnerability Remediation
8 90 (22.56%) Vulnerability Scanning
9 89 (22.31%) Customer Experience
10 60 (15.04%) Continuous Improvement
11 45 (11.28%) Mentoring
12 40 (10.03%) Cybersecurity
13 39 (9.77%) Roadmaps
14 37 (9.27%) Stakeholder Management
15 36 (9.02%) Agile
15 36 (9.02%) Project Delivery
16 35 (8.77%) SIEM
17 29 (7.27%) Incident Response
17 29 (7.27%) Information Security
18 28 (7.02%) Decision-Making
Programming Languages
1 54 (13.53%) Python
2 30 (7.52%) PowerShell
3 29 (7.27%) SQL
4 16 (4.01%) C++
5 15 (3.76%) C
6 13 (3.26%) MATLAB
7 12 (3.01%) JavaScript
8 11 (2.76%) TypeScript
9 10 (2.51%) Embedded C
10 8 (2.01%) Bash
10 8 (2.01%) Embedded C++
11 7 (1.75%) Java
12 6 (1.50%) C#
13 5 (1.25%) Bicep
14 3 (0.75%) Perl
14 3 (0.75%) Scala
15 2 (0.50%) Data Analysis Expressions
15 2 (0.50%) PHP
15 2 (0.50%) PL/SQL
16 1 (0.25%) SystemVerilog
Qualifications
1 122 (30.58%) Security Cleared
2 101 (25.31%) SC Cleared
3 57 (14.29%) Degree
4 36 (9.02%) Cisco Certification
5 27 (6.77%) CCNP
6 26 (6.52%) Microsoft Certification
7 25 (6.27%) CISSP
8 23 (5.76%) Azure Certification
9 19 (4.76%) DBS Check
10 16 (4.01%) CompTIA Security+
10 16 (4.01%) Computer Science Degree
11 15 (3.76%) DV Cleared
12 9 (2.26%) CCIE
12 9 (2.26%) HND
12 9 (2.26%) Network+ Certification
13 5 (1.25%) (ISC)2 CCSP
13 5 (1.25%) CCSP
14 4 (1.00%) CCNA
14 4 (1.00%) TOGAF Certification
15 3 (0.75%) CISM
Quality Assurance & Compliance
1 93 (23.31%) Cyber Essentials
2 80 (20.05%) PCI DSS
3 18 (4.51%) SLA
4 12 (3.01%) ISO/IEC 27001
5 11 (2.76%) QA
6 10 (2.51%) PMO
7 8 (2.01%) Cyber Essentials PLUS
7 8 (2.01%) NIST
8 6 (1.50%) Accessibility
8 6 (1.50%) ISO 22301
8 6 (1.50%) WCAG
9 5 (1.25%) Data Quality
9 5 (1.25%) GDPR
10 3 (0.75%) SOC 2
11 2 (0.50%) GRC
12 1 (0.25%) DO-178B
System Software
1 126 (31.58%) Active Directory
2 105 (26.32%) Hyper-V
3 80 (20.05%) Terminal Server
4 23 (5.76%) VMware Infrastructure
5 16 (4.01%) Virtual Desktop
6 12 (3.01%) Docker
7 8 (2.01%) Firmware
7 8 (2.01%) ProxySG
8 3 (0.75%) vSphere
Systems Management
1 31 (7.77%) Microsoft Intune
2 13 (3.26%) Kubernetes
3 12 (3.01%) Jamf Pro
4 10 (2.51%) Proxmox
4 10 (2.51%) Systems Management Server (SMS)
5 9 (2.26%) Single Sign-On
6 6 (1.50%) FortiGate
7 5 (1.25%) Ansible
8 3 (0.75%) Grafana
8 3 (0.75%) Netcool
8 3 (0.75%) Prometheus
8 3 (0.75%) QRadar
8 3 (0.75%) Terraform
9 2 (0.50%) Argo
9 2 (0.50%) Puppet
9 2 (0.50%) Salt
9 2 (0.50%) WhatsUp Gold
10 1 (0.25%) Failover Clustering
Vendors
1 208 (52.13%) Microsoft
2 103 (25.81%) VMware
3 95 (23.81%) Veeam
4 90 (22.56%) SolarWinds
5 83 (20.80%) Splunk
6 80 (20.05%) Brocade
6 80 (20.05%) Nimble Storage
6 80 (20.05%) Tanium
7 54 (13.53%) Cisco
8 27 (6.77%) Fortinet
9 23 (5.76%) Google
10 20 (5.01%) ServiceNow
11 19 (4.76%) Palo Alto
12 15 (3.76%) Apple
13 12 (3.01%) Foundry
13 12 (3.01%) OpenAI
14 11 (2.76%) Zscaler
15 8 (2.01%) Datto
15 8 (2.01%) Intapp
15 8 (2.01%) Ubiquiti