Kalman Filtering
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Kalman Filter skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kalman Filter over the 6 months to 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 476 597 651
Rank change year-on-year +121 +54 -163
Permanent jobs citing Kalman Filter 484 417 703
As % of all permanent jobs advertised in the UK 0.49% 0.41% 0.45%
As % of the Processes & Methodologies category 0.57% 0.43% 0.47%
Number of salaries quoted 392 288 452
10th Percentile £26,250 £22,350 £28,000
25th Percentile £35,000 £36,625 £36,269
Median annual salary (50th Percentile) £45,000 £48,579 £49,000
Median % change year-on-year -7.37% -0.86% -2.00%
75th Percentile £67,500 £70,000 £69,063
90th Percentile £77,500 £85,000 £83,625
UK excluding London median annual salary £42,500 £44,000 £47,500
% change year-on-year -3.41% -7.37% -1.04%

All Process and Methodology Skills
UK

Kalman Filter 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 with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,550
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Kalman Filter
Job Vacancy Trend

Job postings citing Kalman Filter as a proportion of all IT jobs advertised.

Job vacancy trend for Kalman Filter in the UK

Kalman Filter
Salary Trend

3-month moving average salary quoted in jobs citing Kalman Filter.

Salary trend for Kalman Filter in the UK

Kalman Filter
Salary Histogram

Salary distribution for jobs citing Kalman Filter over the 6 months to 9 May 2024.

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 9 May 2024. 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 +149 451 £45,000 -10.00% 170
UK excluding London +86 359 £42,500 -3.41% 143
Work from Home +85 150 £51,250 -6.82% 61
London +63 112 £60,459 -6.99% 32
South East +19 98 £41,500 -4.60% 33
North of England +64 97 £37,500 -22.68% 38
Midlands +18 58 £39,000 +9.86% 27
Yorkshire +106 49 £42,500 +54.55% 11
East of England +43 42 £60,000 +41.18% 21
South West -1 40 £60,918 -14.50% 15
West Midlands +21 34 £42,739 +22.11% 19
North West +8 33 £27,500 -50.00% 22
East Midlands +4 24 £36,000 -1.37% 8
Scotland -46 22 £55,000 +37.50% 10
North East -4 15 £40,000 +6.67% 6
Wales -7 2 - - 2

Kalman Filter
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 72 (14.88%) Microsoft Exchange
2 47 (9.71%) SharePoint
3 8 (1.65%) WordPress
4 7 (1.45%) IIS
5 4 (0.83%) SAS
6 3 (0.62%) Apache Spark
6 3 (0.62%) CMS
7 1 (0.21%) Apache
7 1 (0.21%) Confluence
7 1 (0.21%) WebSphere
Applications
1 55 (11.36%) Microsoft Office
2 42 (8.68%) Microsoft Excel
3 15 (3.10%) Microsoft PowerPoint
4 6 (1.24%) Photoshop
5 5 (1.03%) Spreadsheet
6 4 (0.83%) Simulink
6 4 (0.83%) Stateflow
6 4 (0.83%) Windchill
7 3 (0.62%) Adobe After Effects
8 2 (0.41%) Fusion 360
8 2 (0.41%) MS Visio
9 1 (0.21%) Adobe Premiere
9 1 (0.21%) SOLIDWORKS
Business Applications
1 9 (1.86%) Dynamics CRM
2 3 (0.62%) Shopify
3 1 (0.21%) LabWindows
3 1 (0.21%) NetSuite
Cloud Services
1 148 (30.58%) Azure
2 140 (28.93%) Microsoft 365
3 51 (10.54%) Entra ID
4 26 (5.37%) AWS
5 24 (4.96%) IaaS
6 20 (4.13%) Power Platform
6 20 (4.13%) SaaS
7 18 (3.72%) PaaS
8 16 (3.31%) OneDrive
9 15 (3.10%) GCP
10 13 (2.69%) Cloud Computing
11 12 (2.48%) Azure AKS
11 12 (2.48%) Azure DevOps
12 10 (2.07%) PowerApps
13 9 (1.86%) Dynamics 365
13 9 (1.86%) Mimecast
14 8 (1.65%) GitHub
15 7 (1.45%) Google Workspace
15 7 (1.45%) Power Automate
16 6 (1.24%) Twilio
Communications & Networking
1 169 (34.92%) Firewall
2 66 (13.64%) DNS
3 53 (10.95%) DHCP
4 50 (10.33%) VPN
5 45 (9.30%) TCP/IP
5 45 (9.30%) WAN
6 43 (8.88%) Internet
7 41 (8.47%) LAN
7 41 (8.47%) Wireless
8 37 (7.64%) VLAN
9 35 (7.23%) Intrusion Detection
10 34 (7.02%) SAN
11 33 (6.82%) Wi-Fi
12 21 (4.34%) VoIP
13 18 (3.72%) Intranet
14 17 (3.51%) BGP
15 16 (3.31%) Network Security
16 15 (3.10%) SD-WAN
17 13 (2.69%) MPLS
18 11 (2.27%) WLAN
Database & Business Intelligence
1 29 (5.99%) SQL Server
2 17 (3.51%) Power BI
3 9 (1.86%) Data Warehouse
4 8 (1.65%) SQL Server Reporting Services
5 6 (1.24%) Relational Database
6 4 (0.83%) Tableau
7 3 (0.62%) Looker
8 2 (0.41%) Amazon RDS
8 2 (0.41%) BusinessObjects
8 2 (0.41%) Data Mining
8 2 (0.41%) DB2
8 2 (0.41%) MySQL
8 2 (0.41%) PostgreSQL
8 2 (0.41%) Power Query
9 1 (0.21%) Big Data
9 1 (0.21%) Crystal Reports
9 1 (0.21%) GIS
9 1 (0.21%) Metadata
9 1 (0.21%) Oracle BI EE
9 1 (0.21%) Oracle Reports
Development Applications
1 19 (3.93%) JIRA
2 17 (3.51%) Git
3 14 (2.89%) LabVIEW
4 6 (1.24%) Jenkins
5 5 (1.03%) SonarQube
6 3 (0.62%) Visual Studio
7 1 (0.21%) Gradle
7 1 (0.21%) Maven
7 1 (0.21%) Spock
7 1 (0.21%) Storybook
General
1 115 (23.76%) Social Skills
2 89 (18.39%) Analytical Skills
3 66 (13.64%) Finance
4 47 (9.71%) Legal
5 42 (8.68%) Law
6 33 (6.82%) Marketing
7 32 (6.61%) Inclusion and Diversity
8 22 (4.55%) Documentation Skills
9 20 (4.13%) Electronics
10 19 (3.93%) Presentation Skills
11 18 (3.72%) Retail
12 15 (3.10%) Aerospace
12 15 (3.10%) Games
13 14 (2.89%) Telecoms
14 10 (2.07%) Organisational Skills
15 7 (1.45%) Manufacturing
16 6 (1.24%) Billing
17 5 (1.03%) Advertising
17 5 (1.03%) Automotive
17 5 (1.03%) Military
Job Titles
1 66 (13.64%) Analyst
2 59 (12.19%) Senior
3 51 (10.54%) Lead
4 32 (6.61%) Network Manager
5 30 (6.20%) IT Engineer
6 29 (5.99%) Infrastructure Engineer
6 29 (5.99%) IT Support
7 24 (4.96%) Network Engineer
8 23 (4.75%) Software Engineer
9 22 (4.55%) Security Analyst
10 21 (4.34%) Support Engineer
11 20 (4.13%) Developer
11 20 (4.13%) Team Leader
12 19 (3.93%) IT Manager
13 16 (3.31%) 2nd Line Support
14 14 (2.89%) Principal Engineer
14 14 (2.89%) Security Manager
14 14 (2.89%) Support Technician
15 13 (2.69%) Performance Officer
15 13 (2.69%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 13 (2.69%) .NET
1 13 (2.69%) Fluent Bit
2 8 (1.65%) pytest
3 7 (1.45%) CSS
4 5 (1.03%) ARM Templates
4 5 (1.03%) Azure Blueprints
4 5 (1.03%) PyTorch
4 5 (1.03%) REST
4 5 (1.03%) Web Services
5 4 (0.83%) EDI
5 4 (0.83%) Flash
5 4 (0.83%) HTML
5 4 (0.83%) TensorFlow
6 3 (0.62%) jQuery
6 3 (0.62%) Twitter Bootstrap
7 2 (0.41%) MDX
7 2 (0.41%) MFC
7 2 (0.41%) RESTful
7 2 (0.41%) Spring
7 2 (0.41%) Spring Boot
Miscellaneous
1 81 (16.74%) Management Information System
2 30 (6.20%) Security Posture
3 24 (4.96%) Driving Licence
4 23 (4.75%) Self-Motivation
5 22 (4.55%) Replication
6 16 (3.31%) Data Centre
7 14 (2.89%) FPGA
8 13 (2.69%) Digital Media
8 13 (2.69%) Virtual Team
9 12 (2.48%) Data Protection Act
10 11 (2.27%) GNSS
11 10 (2.07%) Algorithms
12 9 (1.86%) Cloud Native
12 9 (1.86%) Cyber Threat
13 7 (1.45%) Analytical Mindset
13 7 (1.45%) Cyberattack
13 7 (1.45%) Educational Technology
13 7 (1.45%) Security Operations Centre
14 6 (1.24%) Cyber Security Posture
14 6 (1.24%) Enterprise Software
Operating Systems
1 177 (36.57%) Windows
2 90 (18.60%) Windows Server
3 54 (11.16%) Linux
4 44 (9.09%) Windows 10
5 16 (3.31%) Windows Server 2008
5 16 (3.31%) Windows Server 2019
6 15 (3.10%) Unix
7 14 (2.89%) Mac OS
8 10 (2.07%) Apple iOS
8 10 (2.07%) Windows Server 2016
9 5 (1.03%) FreeRTOS
9 5 (1.03%) ThreadX
10 4 (0.83%) Mac OS X
11 3 (0.62%) Windows Server 2012
12 2 (0.41%) Red Hat Enterprise Linux
12 2 (0.41%) Windows 7
13 1 (0.21%) Android
13 1 (0.21%) Embedded Linux
Processes & Methodologies
1 133 (27.48%) Cybersecurity
2 121 (25.00%) Problem-Solving
3 94 (19.42%) Web Filtering
4 92 (19.01%) ITIL
5 78 (16.12%) SIEM
6 58 (11.98%) Email Filtering
7 50 (10.33%) Infrastructure Engineering
8 49 (10.12%) Agile
9 45 (9.30%) Information Security
10 43 (8.88%) Analytics
11 40 (8.26%) Security Operations
12 39 (8.06%) Incident Response
13 38 (7.85%) Mentoring
13 38 (7.85%) Test Automation
14 36 (7.44%) Disaster Recovery
14 36 (7.44%) Mathematics
15 35 (7.23%) Cloud Security
15 35 (7.23%) Customer Service
16 34 (7.02%) Computer Science
16 34 (7.02%) Service Delivery
Programming Languages
1 59 (12.19%) PowerShell
2 46 (9.50%) Python
3 41 (8.47%) SQL
4 31 (6.40%) MATLAB
5 20 (4.13%) C#
6 17 (3.51%) C++
7 14 (2.89%) Bash
8 12 (2.48%) C
9 9 (1.86%) JavaScript
10 8 (1.65%) PHP
10 8 (1.65%) T-SQL
11 6 (1.24%) Java
11 6 (1.24%) R
12 5 (1.03%) Bicep
13 4 (0.83%) Data Analysis Expressions
13 4 (0.83%) TypeScript
13 4 (0.83%) VB.NET
14 2 (0.41%) VBScript
15 1 (0.21%) Groovy
15 1 (0.21%) PL/SQL
Qualifications
1 122 (25.21%) Degree
2 42 (8.68%) Microsoft Certification
3 34 (7.02%) Security Cleared
4 31 (6.40%) DBS Check
5 29 (5.99%) MCSA
6 24 (4.96%) CISSP
6 24 (4.96%) Master's Degree
7 23 (4.75%) GIAC
8 17 (3.51%) HND
8 17 (3.51%) SC Cleared
9 16 (3.31%) GSEC
9 16 (3.31%) PhD
10 15 (3.10%) CCNA
10 15 (3.10%) Cisco Certification
11 14 (2.89%) CREST Certified
11 14 (2.89%) SSCP
12 12 (2.48%) MCSE
13 10 (2.07%) Computer Science Degree
13 10 (2.07%) ITIL Foundation Certificate
13 10 (2.07%) MCP
Quality Assurance & Compliance
1 41 (8.47%) ISO/IEC 27001
2 17 (3.51%) Cyber Essentials
3 16 (3.31%) NIST
3 16 (3.31%) SLA
4 15 (3.10%) GDPR
5 13 (2.69%) Data Quality
6 10 (2.07%) QA
7 9 (1.86%) ISO 9001
8 5 (1.03%) PCI DSS
9 4 (0.83%) GRC
9 4 (0.83%) JTAG
10 3 (0.62%) Accessibility
10 3 (0.62%) Cyber Essentials PLUS
11 2 (0.41%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.41%) NCSC
12 1 (0.21%) FISMA
12 1 (0.21%) HIPAA
12 1 (0.21%) HITRUST
12 1 (0.21%) ISO 22301
12 1 (0.21%) PMO
System Software
1 149 (30.79%) Active Directory
2 100 (20.66%) VMware Infrastructure
3 57 (11.78%) Hyper-V
4 18 (3.72%) vSphere
5 15 (3.10%) Virtual Desktop
6 12 (2.48%) Firmware
7 11 (2.27%) Virtual Machines
8 10 (2.07%) Virtual Servers
9 9 (1.86%) Microsoft Virtual Server
10 6 (1.24%) VMware ESXi
11 5 (1.03%) VMware Server
12 3 (0.62%) VMware Workstation
13 1 (0.21%) XenApp
Systems Management
1 37 (7.64%) Microsoft Intune
2 28 (5.79%) SmoothWall
3 23 (4.75%) SCCM
4 13 (2.69%) Fluentd
4 13 (2.69%) logstash
5 12 (2.48%) Active Directory Federation Services
5 12 (2.48%) FortiGate
6 11 (2.27%) Kubernetes
7 8 (1.65%) Single Sign-On
7 8 (1.65%) WSUS
8 7 (1.45%) PaperCut
8 7 (1.45%) SCOM
9 6 (1.24%) Terraform
10 5 (1.03%) Istio
11 4 (0.83%) Failover Clustering
11 4 (0.83%) Packer
11 4 (0.83%) QRadar
12 3 (0.62%) Jamf Pro
13 2 (0.41%) CSIRT
14 1 (0.21%) Computer Emergency Response Teams
Vendors
1 191 (39.46%) Microsoft
2 108 (22.31%) VMware
3 57 (11.78%) Cisco
4 39 (8.06%) Veeam
5 26 (5.37%) Google
6 21 (4.34%) Apple
6 21 (4.34%) Aruba
7 18 (3.72%) Splunk
8 17 (3.51%) Fortinet
9 14 (2.89%) Bloomberg
9 14 (2.89%) FactSet
9 14 (2.89%) MobileIron
9 14 (2.89%) Refinitiv
9 14 (2.89%) ServiceNow
9 14 (2.89%) SonicWALL
10 13 (2.69%) Dell
10 13 (2.69%) HP
10 13 (2.69%) Sophos
11 12 (2.48%) Juniper
11 12 (2.48%) Meraki