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

6 months to
14 Apr 2024
Same period 2023 Same period 2022
Rank 467 624 629
Rank change year-on-year +157 +5 -137
Permanent jobs citing Kalman Filter 484 412 707
As % of all permanent jobs advertised in the UK 0.50% 0.38% 0.46%
As % of the Processes & Methodologies category 0.58% 0.40% 0.49%
Number of salaries quoted 397 284 478
10th Percentile £26,250 £26,250 £31,025
25th Percentile £35,000 £36,250 £38,000
Median annual salary (50th Percentile) £45,726 £48,540 £50,000
Median % change year-on-year -5.80% -2.92% -
75th Percentile £67,500 £68,750 £72,500
90th Percentile £77,500 £90,000 £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 83,062 103,114 145,166
As % of all permanent jobs advertised in the UK 86.44% 95.65% 95.47%
Number of salaries quoted 59,223 60,205 83,624
10th Percentile £29,000 £34,000 £33,250
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +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 £54,500 £52,500
% change year-on-year -8.26% +3.81% +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 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 14 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 +159 446 £45,000 -8.70% 192
UK excluding London +103 369 £42,500 -3.41% 157
Work from Home +105 153 £50,000 -9.09% 60
North of England +65 102 £38,750 -20.10% 28
London +101 101 £56,750 -12.69% 43
South East +39 96 £45,000 +11.11% 45
Midlands +45 55 £39,000 - 24
Yorkshire +116 51 £42,500 +54.55% 8
East of England +51 46 £60,000 +60.00% 25
South West +32 43 £60,918 -14.50% 24
North West +18 31 £35,000 -36.36% 13
West Midlands +42 29 £40,478 +2.34% 18
East Midlands +18 26 £36,000 -4.00% 6
Scotland -20 23 £57,500 +53.33% 15
North East +5 20 £40,000 +6.67% 7
Wales -10 4 - - 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 78 (16.12%) Microsoft Exchange
2 51 (10.54%) 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 60 (12.40%) Microsoft Office
2 38 (7.85%) Microsoft Excel
3 10 (2.07%) 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
Business Applications
1 10 (2.07%) Dynamics CRM
2 3 (0.62%) Shopify
3 1 (0.21%) NetSuite
Cloud Services
1 149 (30.79%) Azure
2 143 (29.55%) Microsoft 365
3 51 (10.54%) Entra ID
4 22 (4.55%) IaaS
5 21 (4.34%) SaaS
6 20 (4.13%) AWS
7 18 (3.72%) OneDrive
7 18 (3.72%) Power Platform
8 14 (2.89%) GCP
8 14 (2.89%) PaaS
9 11 (2.27%) Cloud Computing
9 11 (2.27%) PowerApps
10 10 (2.07%) Azure DevOps
10 10 (2.07%) Dynamics 365
11 9 (1.86%) Azure AKS
12 7 (1.45%) GitHub
12 7 (1.45%) Mimecast
12 7 (1.45%) Power Automate
13 6 (1.24%) Twilio
14 5 (1.03%) Azure ExpressRoute
Communications & Networking
1 177 (36.57%) Firewall
2 74 (15.29%) DNS
3 61 (12.60%) DHCP
4 55 (11.36%) TCP/IP
4 55 (11.36%) VPN
5 50 (10.33%) Internet
6 49 (10.12%) WAN
7 43 (8.88%) VLAN
8 41 (8.47%) LAN
9 36 (7.44%) Wireless
10 35 (7.23%) SAN
11 34 (7.02%) Wi-Fi
12 33 (6.82%) Intrusion Detection
13 21 (4.34%) VoIP
14 19 (3.93%) SD-WAN
15 18 (3.72%) Intranet
15 18 (3.72%) MPLS
16 16 (3.31%) BGP
16 16 (3.31%) Network Security
17 11 (2.27%) OSPF
Database & Business Intelligence
1 30 (6.20%) SQL Server
2 14 (2.89%) Power BI
3 9 (1.86%) Data Warehouse
4 8 (1.65%) Amazon RDS
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%) BusinessObjects
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%) Data Mining
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 18 (3.72%) JIRA
2 17 (3.51%) Git
3 16 (3.31%) LabVIEW
4 5 (1.03%) Jenkins
4 5 (1.03%) SonarQube
5 4 (0.83%) Visual Studio
6 3 (0.62%) Gatling
6 3 (0.62%) JUnit
6 3 (0.62%) LoadRunner
6 3 (0.62%) Sonatype Nexus
7 1 (0.21%) Gradle
7 1 (0.21%) Maven
7 1 (0.21%) Spock
General
1 114 (23.55%) Social Skills
2 85 (17.56%) Analytical Skills
3 65 (13.43%) Finance
4 42 (8.68%) Law
5 39 (8.06%) Legal
6 32 (6.61%) Inclusion and Diversity
7 31 (6.40%) Marketing
8 23 (4.75%) Retail
9 22 (4.55%) Aerospace
9 22 (4.55%) Presentation Skills
10 21 (4.34%) Documentation Skills
11 19 (3.93%) Electronics
12 17 (3.51%) Games
13 10 (2.07%) Organisational Skills
14 9 (1.86%) Telecoms
15 6 (1.24%) Billing
16 5 (1.03%) Automotive
16 5 (1.03%) Military
17 4 (0.83%) Advertising
17 4 (0.83%) Back Office
Job Titles
1 65 (13.43%) Analyst
1 65 (13.43%) Senior
2 54 (11.16%) Lead
3 36 (7.44%) Network Manager
4 28 (5.79%) Network Engineer
5 27 (5.58%) Infrastructure Engineer
5 27 (5.58%) IT Support
6 26 (5.37%) IT Engineer
7 23 (4.75%) Software Engineer
8 21 (4.34%) IT Manager
9 20 (4.13%) Security Analyst
9 20 (4.13%) Team Leader
10 19 (3.93%) 2nd Line Support
11 18 (3.72%) Developer
11 18 (3.72%) Support Engineer
12 15 (3.10%) Security Manager
13 14 (2.89%) Principal Engineer
13 14 (2.89%) Product Engineer
13 14 (2.89%) Support Technician
13 14 (2.89%) Verification Engineer
Libraries, Frameworks & Software Standards
1 16 (3.31%) Fluent Bit
2 14 (2.89%) .NET
3 7 (1.45%) CSS
3 7 (1.45%) pytest
4 6 (1.24%) Web Services
5 5 (1.03%) ARM Templates
5 5 (1.03%) Azure Blueprints
5 5 (1.03%) PyTorch
5 5 (1.03%) 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%) LDAP
7 3 (0.62%) Twitter Bootstrap
8 2 (0.41%) JSON
8 2 (0.41%) MDX
8 2 (0.41%) Spring
8 2 (0.41%) Spring Boot
Miscellaneous
1 82 (16.94%) Management Information System
2 27 (5.58%) Driving Licence
3 26 (5.37%) Security Posture
3 26 (5.37%) Self-Motivation
4 24 (4.96%) Replication
5 15 (3.10%) GNSS
6 14 (2.89%) Data Centre
7 13 (2.69%) Virtual Team
8 11 (2.27%) Algorithms
8 11 (2.27%) Data Protection Act
9 10 (2.07%) Cyber Threat
9 10 (2.07%) FPGA
9 10 (2.07%) Security Operations Centre
10 9 (1.86%) Analytical Mindset
10 9 (1.86%) Cloud Native
11 8 (1.65%) PKI
12 7 (1.45%) Digital Media
13 6 (1.24%) Cyber Security Posture
13 6 (1.24%) Cyberattack
13 6 (1.24%) Social Media
Operating Systems
1 181 (37.40%) Windows
2 92 (19.01%) Windows Server
3 53 (10.95%) Linux
4 50 (10.33%) Windows 10
5 18 (3.72%) Unix
5 18 (3.72%) Windows Server 2008
6 16 (3.31%) Windows Server 2019
7 13 (2.69%) Mac OS
8 9 (1.86%) Windows Server 2016
9 8 (1.65%) Apple iOS
10 5 (1.03%) FreeRTOS
10 5 (1.03%) 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
1 149 (30.79%) Cybersecurity
2 117 (24.17%) Problem-Solving
3 104 (21.49%) Web Filtering
4 86 (17.77%) ITIL
5 83 (17.15%) SIEM
6 66 (13.64%) Email Filtering
7 47 (9.71%) Information Security
7 47 (9.71%) Infrastructure Engineering
7 47 (9.71%) Security Operations
8 46 (9.50%) Agile
9 39 (8.06%) Incident Response
10 38 (7.85%) Analytics
10 38 (7.85%) Cloud Security
10 38 (7.85%) Test Automation
11 37 (7.64%) Computer Science
12 35 (7.23%) Cryptography
12 35 (7.23%) Customer Service
13 34 (7.02%) Continuous Improvement
13 34 (7.02%) Mentoring
13 34 (7.02%) Service Delivery
Programming Languages
1 67 (13.84%) PowerShell
2 50 (10.33%) Python
3 41 (8.47%) SQL
4 31 (6.40%) MATLAB
5 20 (4.13%) C#
6 17 (3.51%) Bash
7 16 (3.31%) C++
8 13 (2.69%) JavaScript
9 12 (2.48%) C
10 8 (1.65%) PHP
10 8 (1.65%) T-SQL
11 7 (1.45%) Java
12 5 (1.03%) Bicep
13 4 (0.83%) Data Analysis Expressions
13 4 (0.83%) Go
13 4 (0.83%) Groovy
13 4 (0.83%) TypeScript
13 4 (0.83%) VB.NET
14 3 (0.62%) R
14 3 (0.62%) Scala
Qualifications
1 125 (25.83%) Degree
2 43 (8.88%) Microsoft Certification
3 41 (8.47%) Security Cleared
4 30 (6.20%) MCSA
5 29 (5.99%) DBS Check
6 23 (4.75%) SC Cleared
7 21 (4.34%) CISSP
7 21 (4.34%) GIAC
8 20 (4.13%) HND
8 20 (4.13%) Master's Degree
9 16 (3.31%) CREST Certified
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%) Computer Science Degree
12 13 (2.69%) SSCP
13 11 (2.27%) MCSE
14 10 (2.07%) CompTIA Security+
14 10 (2.07%) MCP
Quality Assurance & Compliance
1 36 (7.44%) ISO/IEC 27001
2 18 (3.72%) Cyber Essentials
2 18 (3.72%) NIST
3 17 (3.51%) SLA
4 14 (2.89%) GDPR
5 11 (2.27%) QA
6 7 (1.45%) Data Quality
7 6 (1.24%) ISO 9001
8 4 (0.83%) GRC
8 4 (0.83%) JTAG
8 4 (0.83%) PCI DSS
9 3 (0.62%) Accessibility
9 3 (0.62%) Cyber Essentials PLUS
10 2 (0.41%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 2 (0.41%) NCSC
10 2 (0.41%) PMO
11 1 (0.21%) FISMA
11 1 (0.21%) HIPAA
11 1 (0.21%) HITRUST
11 1 (0.21%) Sarbanes-Oxley
System Software
1 154 (31.82%) Active Directory
2 104 (21.49%) VMware Infrastructure
3 62 (12.81%) Hyper-V
4 20 (4.13%) Virtual Desktop
5 17 (3.51%) vSphere
6 10 (2.07%) Virtual Machines
6 10 (2.07%) Virtual Servers
7 9 (1.86%) Microsoft Virtual Server
8 7 (1.45%) Firmware
9 6 (1.24%) VMware ESXi
10 5 (1.03%) VMware Server
11 3 (0.62%) VMware Workstation
12 1 (0.21%) XenApp
Systems Management
1 41 (8.47%) Microsoft Intune
2 31 (6.40%) SmoothWall
3 22 (4.55%) SCCM
4 16 (3.31%) Fluentd
4 16 (3.31%) logstash
5 14 (2.89%) FortiGate
6 13 (2.69%) Active Directory Federation Services
7 11 (2.27%) WSUS
8 10 (2.07%) PaperCut
9 9 (1.86%) Kubernetes
10 8 (1.65%) Single Sign-On
11 7 (1.45%) SCOM
12 5 (1.03%) Istio
13 4 (0.83%) Packer
13 4 (0.83%) QRadar
13 4 (0.83%) Terraform
14 3 (0.62%) Failover Clustering
15 2 (0.41%) CSIRT
15 2 (0.41%) Jamf Pro
16 1 (0.21%) Computer Emergency Response Teams
Vendors
1 183 (37.81%) Microsoft
2 115 (23.76%) VMware
3 61 (12.60%) Cisco
4 37 (7.64%) Veeam
5 23 (4.75%) Splunk
6 22 (4.55%) Google
7 20 (4.13%) Aruba
8 19 (3.93%) Apple
8 19 (3.93%) Juniper
9 17 (3.51%) Fortinet
10 16 (3.31%) Bloomberg
10 16 (3.31%) FactSet
10 16 (3.31%) MobileIron
10 16 (3.31%) Refinitiv
11 14 (2.89%) SonicWALL
12 13 (2.69%) Meraki
13 12 (2.48%) HP
13 12 (2.48%) ServiceNow
13 12 (2.48%) Sophos
14 10 (2.07%) Dell