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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 473 597 647
Rank change year-on-year +124 +50 -166
Permanent jobs citing Kalman Filter 482 419 710
As % of all permanent jobs advertised in the UK 0.49% 0.40% 0.46%
As % of the Processes & Methodologies category 0.57% 0.42% 0.48%
Number of salaries quoted 394 290 471
10th Percentile £26,250 £22,450 £30,500
25th Percentile £35,000 £36,375 £37,535
Median annual salary (50th Percentile) £45,000 £48,579 £50,000
Median % change year-on-year -7.37% -2.84% -
75th Percentile £67,188 £68,750 £70,375
90th Percentile £77,500 £87,625 £83,750
UK excluding London median annual salary £42,500 £44,000 £48,000
% change year-on-year -3.41% -8.33% +1.05%

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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +9.09%
75th Percentile £72,500 £82,500 £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 27 April 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 27 April 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 +151 447 £45,000 -10.00% 187
UK excluding London +96 359 £42,500 -3.41% 152
Work from Home +97 152 £50,000 -9.09% 103
London +87 109 £60,000 -7.69% 38
South East +51 100 £41,500 +2.47% 47
North of England +63 96 £37,500 -22.68% 33
Midlands +30 54 £39,000 +1.30% 24
Yorkshire +112 50 £42,500 +54.55% 10
East of England +35 42 £60,000 +41.18% 25
South West +21 42 £60,918 -14.50% 18
West Midlands +28 30 £40,478 +2.48% 19
North West +4 30 £35,000 -36.36% 17
East Midlands +7 24 £36,000 -4.00% 5
Scotland -44 22 £55,000 +37.50% 11
North East -1 16 £40,000 +6.67% 6
Wales +3 3 - - 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 76 (15.77%) Microsoft Exchange
2 50 (10.37%) SharePoint
3 8 (1.66%) 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 60 (12.45%) Microsoft Office
2 37 (7.68%) Microsoft Excel
3 9 (1.87%) Microsoft PowerPoint
4 6 (1.24%) Photoshop
5 5 (1.04%) 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 10 (2.07%) Dynamics CRM
2 3 (0.62%) Shopify
3 1 (0.21%) NetSuite
Cloud Services
1 150 (31.12%) Azure
2 146 (30.29%) Microsoft 365
3 51 (10.58%) Entra ID
4 23 (4.77%) AWS
5 22 (4.56%) IaaS
6 21 (4.36%) Power Platform
7 20 (4.15%) SaaS
8 17 (3.53%) OneDrive
9 16 (3.32%) PaaS
10 14 (2.90%) GCP
11 12 (2.49%) Cloud Computing
12 11 (2.28%) Azure DevOps
12 11 (2.28%) PowerApps
13 10 (2.07%) Azure AKS
13 10 (2.07%) Dynamics 365
14 9 (1.87%) Mimecast
15 8 (1.66%) GitHub
16 7 (1.45%) Google Workspace
16 7 (1.45%) Power Automate
17 6 (1.24%) Twilio
Communications & Networking
1 170 (35.27%) Firewall
2 69 (14.32%) DNS
3 57 (11.83%) DHCP
4 54 (11.20%) VPN
5 50 (10.37%) TCP/IP
6 48 (9.96%) WAN
7 44 (9.13%) Internet
8 42 (8.71%) LAN
9 40 (8.30%) Wireless
10 39 (8.09%) VLAN
11 35 (7.26%) Intrusion Detection
11 35 (7.26%) SAN
12 33 (6.85%) Wi-Fi
13 23 (4.77%) VoIP
14 18 (3.73%) Intranet
15 17 (3.53%) BGP
15 17 (3.53%) SD-WAN
16 16 (3.32%) Network Security
17 13 (2.70%) MPLS
18 11 (2.28%) SNMP
Database & Business Intelligence
1 30 (6.22%) SQL Server
2 17 (3.53%) Power BI
3 9 (1.87%) Data Warehouse
4 8 (1.66%) SQL Server Reporting Services
5 6 (1.24%) Relational Database
6 4 (0.83%) Amazon RDS
6 4 (0.83%) Tableau
7 3 (0.62%) Looker
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%) Crystal Reports
9 1 (0.21%) Data Lake
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 (3.94%) JIRA
2 18 (3.73%) Git
3 15 (3.11%) LabVIEW
4 6 (1.24%) Jenkins
5 5 (1.04%) SonarQube
6 4 (0.83%) Visual Studio
7 1 (0.21%) Gatling
7 1 (0.21%) Gradle
7 1 (0.21%) JUnit
7 1 (0.21%) LoadRunner
7 1 (0.21%) Maven
7 1 (0.21%) Sonatype Nexus
7 1 (0.21%) Spock
7 1 (0.21%) Storybook
General
1 111 (23.03%) Social Skills
2 86 (17.84%) Analytical Skills
3 63 (13.07%) Finance
4 43 (8.92%) Law
5 41 (8.51%) Legal
6 33 (6.85%) Marketing
7 32 (6.64%) Inclusion and Diversity
8 22 (4.56%) Documentation Skills
9 21 (4.36%) Presentation Skills
10 20 (4.15%) Retail
11 18 (3.73%) Electronics
12 17 (3.53%) Aerospace
13 16 (3.32%) Games
14 13 (2.70%) Telecoms
15 10 (2.07%) Organisational Skills
16 6 (1.24%) Billing
16 6 (1.24%) Manufacturing
17 5 (1.04%) Advertising
17 5 (1.04%) Automotive
17 5 (1.04%) Military
Job Titles
1 66 (13.69%) Analyst
2 65 (13.49%) Senior
3 51 (10.58%) Lead
4 33 (6.85%) Network Manager
5 30 (6.22%) IT Support
6 29 (6.02%) Infrastructure Engineer
6 29 (6.02%) IT Engineer
7 24 (4.98%) Network Engineer
8 23 (4.77%) Software Engineer
9 21 (4.36%) Security Analyst
9 21 (4.36%) Support Engineer
10 20 (4.15%) Team Leader
11 19 (3.94%) Developer
11 19 (3.94%) IT Manager
12 18 (3.73%) 2nd Line Support
13 14 (2.90%) Support Technician
14 13 (2.70%) Principal Engineer
14 13 (2.70%) Senior Analyst
14 13 (2.70%) Senior Software Engineer
14 13 (2.70%) Verification Engineer
Libraries, Frameworks & Software Standards
1 13 (2.70%) .NET
1 13 (2.70%) Fluent Bit
2 8 (1.66%) pytest
3 7 (1.45%) CSS
4 6 (1.24%) Web Services
5 5 (1.04%) ARM Templates
5 5 (1.04%) Azure Blueprints
5 5 (1.04%) PyTorch
5 5 (1.04%) REST
6 4 (0.83%) Flash
6 4 (0.83%) HTML
6 4 (0.83%) TensorFlow
7 3 (0.62%) EDI
7 3 (0.62%) jQuery
7 3 (0.62%) Twitter Bootstrap
8 2 (0.41%) JSON
8 2 (0.41%) MDX
8 2 (0.41%) RESTful
8 2 (0.41%) Spring
8 2 (0.41%) Spring Boot
Miscellaneous
1 80 (16.60%) Management Information System
2 27 (5.60%) Security Posture
3 25 (5.19%) Driving Licence
3 25 (5.19%) Self-Motivation
4 24 (4.98%) Replication
5 16 (3.32%) Data Centre
6 13 (2.70%) FPGA
6 13 (2.70%) GNSS
6 13 (2.70%) Virtual Team
7 12 (2.49%) Data Protection Act
8 11 (2.28%) Algorithms
9 10 (2.07%) Cyber Threat
10 9 (1.87%) Cloud Native
11 8 (1.66%) Analytical Mindset
11 8 (1.66%) Security Operations Centre
12 7 (1.45%) Cyberattack
12 7 (1.45%) Digital Media
13 6 (1.24%) Educational Technology
13 6 (1.24%) Enterprise Software
13 6 (1.24%) Social Media
Operating Systems
1 183 (37.97%) Windows
2 93 (19.29%) Windows Server
3 53 (11.00%) Linux
4 48 (9.96%) Windows 10
5 18 (3.73%) Windows Server 2008
6 17 (3.53%) Unix
6 17 (3.53%) Windows Server 2019
7 13 (2.70%) Mac OS
8 10 (2.07%) Windows Server 2016
9 9 (1.87%) Apple iOS
10 5 (1.04%) FreeRTOS
10 5 (1.04%) ThreadX
11 4 (0.83%) Mac OS X
12 3 (0.62%) Red Hat Enterprise Linux
12 3 (0.62%) Windows Server 2012
13 2 (0.41%) Windows 7
14 1 (0.21%) Embedded Linux
Processes & Methodologies
1 139 (28.84%) Cybersecurity
2 114 (23.65%) Problem-Solving
3 96 (19.92%) Web Filtering
4 89 (18.46%) ITIL
5 79 (16.39%) SIEM
6 60 (12.45%) Email Filtering
7 49 (10.17%) Infrastructure Engineering
8 46 (9.54%) Agile
9 45 (9.34%) Information Security
10 41 (8.51%) Analytics
11 40 (8.30%) Security Operations
12 39 (8.09%) Mentoring
13 38 (7.88%) Incident Response
13 38 (7.88%) Test Automation
14 37 (7.68%) Customer Service
14 37 (7.68%) Disaster Recovery
15 36 (7.47%) Cloud Security
16 35 (7.26%) Cryptography
17 34 (7.05%) Service Delivery
18 32 (6.64%) Software Engineering
Programming Languages
1 65 (13.49%) PowerShell
2 48 (9.96%) Python
3 43 (8.92%) SQL
4 31 (6.43%) MATLAB
5 20 (4.15%) C#
6 16 (3.32%) C++
7 15 (3.11%) Bash
8 12 (2.49%) C
9 11 (2.28%) JavaScript
10 8 (1.66%) PHP
10 8 (1.66%) T-SQL
11 6 (1.24%) Java
12 5 (1.04%) Bicep
12 5 (1.04%) TypeScript
13 4 (0.83%) Data Analysis Expressions
13 4 (0.83%) R
13 4 (0.83%) VB.NET
14 3 (0.62%) VBScript
15 2 (0.41%) Go
15 2 (0.41%) Groovy
Qualifications
1 124 (25.73%) Degree
2 43 (8.92%) Microsoft Certification
3 36 (7.47%) Security Cleared
4 30 (6.22%) DBS Check
4 30 (6.22%) MCSA
5 23 (4.77%) Master's Degree
6 22 (4.56%) CISSP
6 22 (4.56%) GIAC
7 19 (3.94%) HND
8 18 (3.73%) SC Cleared
9 17 (3.53%) GSEC
10 16 (3.32%) CREST Certified
10 16 (3.32%) PhD
11 15 (3.11%) CCNA
11 15 (3.11%) Cisco Certification
12 14 (2.90%) SSCP
13 11 (2.28%) MCSE
14 10 (2.07%) CompTIA Security+
14 10 (2.07%) ITIL Foundation Certificate
14 10 (2.07%) MCP
Quality Assurance & Compliance
1 37 (7.68%) ISO/IEC 27001
2 17 (3.53%) Cyber Essentials
2 17 (3.53%) NIST
3 16 (3.32%) SLA
4 15 (3.11%) GDPR
5 11 (2.28%) QA
6 7 (1.45%) Data Quality
6 7 (1.45%) ISO 9001
7 4 (0.83%) GRC
7 4 (0.83%) JTAG
8 3 (0.62%) Accessibility
8 3 (0.62%) Cyber Essentials PLUS
8 3 (0.62%) PCI DSS
9 2 (0.41%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.41%) NCSC
10 1 (0.21%) FISMA
10 1 (0.21%) HIPAA
10 1 (0.21%) HITRUST
10 1 (0.21%) ISO 22301
10 1 (0.21%) PMO
System Software
1 155 (32.16%) Active Directory
2 104 (21.58%) VMware Infrastructure
3 59 (12.24%) Hyper-V
4 18 (3.73%) vSphere
5 17 (3.53%) Virtual Desktop
6 11 (2.28%) Virtual Machines
7 10 (2.07%) Firmware
7 10 (2.07%) Virtual Servers
8 9 (1.87%) Microsoft Virtual Server
9 6 (1.24%) VMware ESXi
10 5 (1.04%) VMware Server
11 3 (0.62%) VMware Workstation
12 1 (0.21%) XenApp
Systems Management
1 40 (8.30%) Microsoft Intune
2 29 (6.02%) SmoothWall
3 22 (4.56%) SCCM
4 13 (2.70%) Active Directory Federation Services
4 13 (2.70%) Fluentd
4 13 (2.70%) FortiGate
4 13 (2.70%) logstash
5 10 (2.07%) Kubernetes
6 9 (1.87%) WSUS
7 8 (1.66%) PaperCut
7 8 (1.66%) Single Sign-On
8 6 (1.24%) SCOM
9 5 (1.04%) Istio
9 5 (1.04%) Terraform
10 4 (0.83%) Failover Clustering
10 4 (0.83%) Packer
10 4 (0.83%) QRadar
11 2 (0.41%) CSIRT
11 2 (0.41%) Jamf Pro
12 1 (0.21%) Computer Emergency Response Teams
Vendors
1 187 (38.80%) Microsoft
2 113 (23.44%) VMware
3 61 (12.66%) Cisco
4 39 (8.09%) Veeam
5 25 (5.19%) Google
6 20 (4.15%) Apple
6 20 (4.15%) Aruba
7 19 (3.94%) Splunk
8 17 (3.53%) Fortinet
9 16 (3.32%) Bloomberg
9 16 (3.32%) FactSet
9 16 (3.32%) MobileIron
9 16 (3.32%) Refinitiv
10 14 (2.90%) ServiceNow
10 14 (2.90%) SonicWALL
10 14 (2.90%) Sophos
11 13 (2.70%) Juniper
12 12 (2.49%) Dell
12 12 (2.49%) HP
12 12 (2.49%) Meraki