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 14 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 479 592 642
Rank change year-on-year +113 +50 -155
Permanent jobs citing Kalman Filter 478 417 720
As % of all permanent jobs advertised in the UK 0.48% 0.42% 0.45%
As % of the Processes & Methodologies category 0.56% 0.43% 0.47%
Number of salaries quoted 387 289 456
10th Percentile £26,250 £22,400 £28,000
25th Percentile £35,000 £37,397 £36,631
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 £68,375
90th Percentile £77,750 £85,000 £83,750
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 84,701 95,929 153,018
As % of all permanent jobs advertised in the UK 85.52% 95.60% 95.73%
Number of salaries quoted 59,701 56,502 82,944
10th Percentile £29,000 £34,000 £33,740
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 £96,250
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 14 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 14 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 +113 447 £45,000 -10.45% 179
UK excluding London +76 355 £42,500 -3.41% 144
Work from Home +87 148 £52,500 - 56
London +80 110 £60,918 -6.28% 40
South East +27 99 £41,500 -5.68% 35
North of England +44 96 £37,500 -22.74% 43
Midlands +32 56 £37,649 +6.05% 21
Yorkshire +102 48 £42,500 +54.55% 14
East of England +27 42 £60,000 +41.18% 18
South West -4 40 £60,918 -14.50% 20
North West 0 33 £27,500 -50.00% 25
West Midlands +14 32 £40,478 +15.65% 16
East Midlands +3 24 £36,000 -1.37% 5
Scotland -35 21 £55,000 +37.50% 9
North East -6 15 £40,000 +6.67% 5
Wales 0 1 - - 1

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 69 (14.44%) Microsoft Exchange
2 47 (9.83%) SharePoint
3 8 (1.67%) WordPress
4 7 (1.46%) IIS
5 4 (0.84%) SAS
6 3 (0.63%) Apache Spark
6 3 (0.63%) CMS
7 1 (0.21%) Apache
7 1 (0.21%) Confluence
7 1 (0.21%) WebSphere
Applications
1 55 (11.51%) Microsoft Office
2 42 (8.79%) Microsoft Excel
3 15 (3.14%) Microsoft PowerPoint
4 6 (1.26%) Photoshop
5 5 (1.05%) Spreadsheet
6 4 (0.84%) Simulink
6 4 (0.84%) Stateflow
6 4 (0.84%) Windchill
7 3 (0.63%) Adobe After Effects
8 2 (0.42%) Fusion 360
8 2 (0.42%) MS Visio
9 1 (0.21%) Adobe Premiere
9 1 (0.21%) SOLIDWORKS
Business Applications
1 8 (1.67%) Dynamics CRM
2 3 (0.63%) Shopify
3 1 (0.21%) LabWindows
3 1 (0.21%) NetSuite
Cloud Services
1 147 (30.75%) Azure
2 136 (28.45%) Microsoft 365
3 49 (10.25%) Entra ID
4 26 (5.44%) AWS
5 24 (5.02%) IaaS
6 20 (4.18%) SaaS
7 19 (3.97%) Power Platform
8 18 (3.77%) PaaS
9 16 (3.35%) OneDrive
10 15 (3.14%) GCP
11 13 (2.72%) Cloud Computing
12 12 (2.51%) Azure AKS
12 12 (2.51%) Azure DevOps
13 9 (1.88%) Mimecast
13 9 (1.88%) PowerApps
14 8 (1.67%) Dynamics 365
14 8 (1.67%) GitHub
15 7 (1.46%) Google Workspace
16 6 (1.26%) Power Automate
16 6 (1.26%) Twilio
Communications & Networking
1 166 (34.73%) Firewall
2 66 (13.81%) DNS
3 53 (11.09%) DHCP
4 47 (9.83%) VPN
5 44 (9.21%) TCP/IP
6 43 (9.00%) WAN
7 42 (8.79%) Internet
8 41 (8.58%) Wireless
9 39 (8.16%) LAN
10 37 (7.74%) VLAN
11 35 (7.32%) Intrusion Detection
12 33 (6.90%) Wi-Fi
13 32 (6.69%) SAN
14 20 (4.18%) VoIP
15 18 (3.77%) Intranet
16 17 (3.56%) BGP
17 15 (3.14%) Network Security
17 15 (3.14%) SD-WAN
18 12 (2.51%) MPLS
19 11 (2.30%) SNMP
Database & Business Intelligence
1 28 (5.86%) SQL Server
2 16 (3.35%) Power BI
3 9 (1.88%) Data Warehouse
4 7 (1.46%) SQL Server Reporting Services
5 6 (1.26%) Relational Database
6 4 (0.84%) Tableau
7 3 (0.63%) Looker
8 2 (0.42%) Amazon RDS
8 2 (0.42%) BusinessObjects
8 2 (0.42%) Data Mining
8 2 (0.42%) DB2
8 2 (0.42%) MySQL
8 2 (0.42%) PostgreSQL
8 2 (0.42%) Power Query
9 1 (0.21%) Crystal Reports
9 1 (0.21%) Data Lake
9 1 (0.21%) GIS
9 1 (0.21%) Metadata
9 1 (0.21%) Oracle Database
9 1 (0.21%) Oracle Reports
Development Applications
1 19 (3.97%) JIRA
2 17 (3.56%) Git
3 14 (2.93%) LabVIEW
4 6 (1.26%) Jenkins
5 5 (1.05%) SonarQube
6 3 (0.63%) 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 (24.06%) Social Skills
2 87 (18.20%) Analytical Skills
3 67 (14.02%) Finance
4 48 (10.04%) Legal
5 42 (8.79%) Law
6 32 (6.69%) Marketing
7 31 (6.49%) Inclusion and Diversity
8 22 (4.60%) Documentation Skills
9 20 (4.18%) Electronics
10 19 (3.97%) Presentation Skills
11 17 (3.56%) Retail
12 15 (3.14%) Aerospace
13 14 (2.93%) Games
13 14 (2.93%) Telecoms
14 10 (2.09%) Organisational Skills
15 7 (1.46%) Manufacturing
16 6 (1.26%) Billing
17 5 (1.05%) Advertising
17 5 (1.05%) Automotive
17 5 (1.05%) Military
Job Titles
1 64 (13.39%) Analyst
2 57 (11.92%) Senior
3 51 (10.67%) Lead
4 32 (6.69%) Network Manager
5 29 (6.07%) IT Engineer
5 29 (6.07%) IT Support
6 28 (5.86%) Infrastructure Engineer
7 24 (5.02%) Network Engineer
8 22 (4.60%) Security Analyst
8 22 (4.60%) Software Engineer
9 20 (4.18%) Developer
9 20 (4.18%) Support Engineer
9 20 (4.18%) Team Leader
10 19 (3.97%) IT Manager
11 15 (3.14%) 2nd Line Support
12 14 (2.93%) Security Manager
12 14 (2.93%) Support Technician
13 13 (2.72%) Performance Officer
13 13 (2.72%) Principal Engineer
14 12 (2.51%) Cybersecurity Analyst
Libraries, Frameworks & Software Standards
1 13 (2.72%) .NET
1 13 (2.72%) Fluent Bit
2 8 (1.67%) pytest
3 7 (1.46%) CSS
4 5 (1.05%) ARM Templates
4 5 (1.05%) Azure Blueprints
4 5 (1.05%) PyTorch
4 5 (1.05%) REST
4 5 (1.05%) Web Services
5 4 (0.84%) Flash
5 4 (0.84%) HTML
5 4 (0.84%) TensorFlow
6 3 (0.63%) EDI
6 3 (0.63%) jQuery
6 3 (0.63%) Twitter Bootstrap
7 2 (0.42%) MDX
7 2 (0.42%) MFC
7 2 (0.42%) RESTful
7 2 (0.42%) Spring
7 2 (0.42%) XML
Miscellaneous
1 81 (16.95%) Management Information System
2 30 (6.28%) Security Posture
3 24 (5.02%) Driving Licence
4 23 (4.81%) Self-Motivation
5 22 (4.60%) Replication
6 15 (3.14%) Data Centre
7 14 (2.93%) FPGA
8 13 (2.72%) Digital Media
9 12 (2.51%) Data Protection Act
9 12 (2.51%) Virtual Team
10 11 (2.30%) Algorithms
10 11 (2.30%) GNSS
11 8 (1.67%) Cloud Native
11 8 (1.67%) Cyber Threat
12 7 (1.46%) Cyberattack
12 7 (1.46%) Educational Technology
13 6 (1.26%) Analytical Mindset
13 6 (1.26%) Cyber Security Posture
13 6 (1.26%) Enterprise Software
13 6 (1.26%) Security Operations Centre
Operating Systems
1 174 (36.40%) Windows
2 88 (18.41%) Windows Server
3 53 (11.09%) Linux
4 44 (9.21%) Windows 10
5 16 (3.35%) Windows Server 2008
5 16 (3.35%) Windows Server 2019
6 14 (2.93%) Unix
7 13 (2.72%) Mac OS
8 10 (2.09%) Apple iOS
8 10 (2.09%) Windows Server 2016
9 5 (1.05%) FreeRTOS
9 5 (1.05%) ThreadX
10 4 (0.84%) Mac OS X
11 3 (0.63%) Windows Server 2012
12 2 (0.42%) Red Hat Enterprise Linux
12 2 (0.42%) Windows 7
13 1 (0.21%) Android
13 1 (0.21%) Embedded Linux
Processes & Methodologies
1 131 (27.41%) Cybersecurity
2 120 (25.10%) Problem-Solving
3 92 (19.25%) Web Filtering
4 90 (18.83%) ITIL
5 77 (16.11%) SIEM
6 56 (11.72%) Email Filtering
7 49 (10.25%) Agile
7 49 (10.25%) Infrastructure Engineering
8 45 (9.41%) Information Security
9 42 (8.79%) Analytics
10 39 (8.16%) Incident Response
10 39 (8.16%) Security Operations
11 38 (7.95%) Mentoring
12 37 (7.74%) Test Automation
13 36 (7.53%) Disaster Recovery
14 35 (7.32%) Cloud Security
14 35 (7.32%) Mathematics
15 34 (7.11%) Continuous Improvement
15 34 (7.11%) Customer Service
15 34 (7.11%) Service Delivery
Programming Languages
1 60 (12.55%) PowerShell
2 45 (9.41%) Python
3 41 (8.58%) SQL
4 31 (6.49%) MATLAB
5 19 (3.97%) C#
6 16 (3.35%) C++
7 14 (2.93%) Bash
8 12 (2.51%) C
9 9 (1.88%) JavaScript
10 8 (1.67%) PHP
10 8 (1.67%) T-SQL
11 6 (1.26%) Java
11 6 (1.26%) R
12 5 (1.05%) Bicep
13 4 (0.84%) Data Analysis Expressions
13 4 (0.84%) TypeScript
13 4 (0.84%) VB.NET
14 2 (0.42%) VBScript
15 1 (0.21%) Go
15 1 (0.21%) Groovy
Qualifications
1 121 (25.31%) Degree
2 41 (8.58%) Microsoft Certification
3 33 (6.90%) Security Cleared
4 31 (6.49%) DBS Check
5 28 (5.86%) MCSA
6 24 (5.02%) CISSP
7 23 (4.81%) GIAC
7 23 (4.81%) Master's Degree
8 17 (3.56%) HND
9 16 (3.35%) GSEC
9 16 (3.35%) SC Cleared
10 15 (3.14%) CCNA
10 15 (3.14%) Cisco Certification
10 15 (3.14%) PhD
11 14 (2.93%) CREST Certified
11 14 (2.93%) SSCP
12 11 (2.30%) MCSE
13 10 (2.09%) Azure Certification
13 10 (2.09%) Computer Science Degree
13 10 (2.09%) MCP
Quality Assurance & Compliance
1 41 (8.58%) ISO/IEC 27001
2 17 (3.56%) Cyber Essentials
3 16 (3.35%) NIST
4 15 (3.14%) GDPR
4 15 (3.14%) SLA
5 13 (2.72%) Data Quality
6 10 (2.09%) QA
7 9 (1.88%) ISO 9001
8 5 (1.05%) PCI DSS
9 4 (0.84%) GRC
9 4 (0.84%) JTAG
10 3 (0.63%) Accessibility
10 3 (0.63%) Cyber Essentials PLUS
11 2 (0.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.42%) 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
1 146 (30.54%) Active Directory
2 98 (20.50%) VMware Infrastructure
3 57 (11.92%) Hyper-V
4 18 (3.77%) vSphere
5 15 (3.14%) Virtual Desktop
6 12 (2.51%) Firmware
7 11 (2.30%) Virtual Machines
8 10 (2.09%) Virtual Servers
9 9 (1.88%) Microsoft Virtual Server
10 6 (1.26%) VMware ESXi
11 5 (1.05%) VMware Server
12 3 (0.63%) VMware Workstation
13 1 (0.21%) XenApp
Systems Management
1 37 (7.74%) Microsoft Intune
2 28 (5.86%) SmoothWall
3 21 (4.39%) SCCM
4 13 (2.72%) Fluentd
4 13 (2.72%) logstash
5 12 (2.51%) Active Directory Federation Services
6 11 (2.30%) FortiGate
6 11 (2.30%) Kubernetes
7 8 (1.67%) Single Sign-On
7 8 (1.67%) WSUS
8 7 (1.46%) PaperCut
9 6 (1.26%) SCOM
9 6 (1.26%) Terraform
10 5 (1.05%) Istio
11 4 (0.84%) Packer
11 4 (0.84%) QRadar
12 3 (0.63%) Failover Clustering
12 3 (0.63%) Jamf Pro
13 2 (0.42%) CSIRT
14 1 (0.21%) Computer Emergency Response Teams
Vendors
1 187 (39.12%) Microsoft
2 106 (22.18%) VMware
3 56 (11.72%) Cisco
4 39 (8.16%) Veeam
5 26 (5.44%) Google
6 21 (4.39%) Apple
6 21 (4.39%) Aruba
7 17 (3.56%) Fortinet
7 17 (3.56%) Splunk
8 14 (2.93%) Bloomberg
8 14 (2.93%) FactSet
8 14 (2.93%) MobileIron
8 14 (2.93%) Refinitiv
8 14 (2.93%) ServiceNow
8 14 (2.93%) SonicWALL
9 13 (2.72%) HP
9 13 (2.72%) Sophos
10 12 (2.51%) Dell
10 12 (2.51%) Meraki
11 11 (2.30%) Juniper