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

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 486 602 640
Rank change year-on-year +116 +38 -161
Permanent jobs citing Kalman Filter 481 419 717
As % of all permanent jobs advertised in the UK 0.49% 0.41% 0.46%
As % of the Processes & Methodologies category 0.57% 0.42% 0.48%
Number of salaries quoted 391 289 467
10th Percentile £26,250 £22,400 £28,150
25th Percentile £35,000 £36,250 £37,250
Median annual salary (50th Percentile) £45,000 £48,579 £49,750
Median % change year-on-year -7.37% -2.35% -0.50%
75th Percentile £67,500 £68,750 £69,375
90th Percentile £77,500 £85,500 £83,750
UK excluding London median annual salary £42,500 £44,000 £48,000
% change year-on-year -3.41% -8.33% -

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 84,862 98,882 150,503
As % of all permanent jobs advertised in the UK 85.90% 95.62% 95.62%
Number of salaries quoted 59,922 58,137 83,321
10th Percentile £29,000 £34,000 £33,500
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 £81,251 £80,000
90th Percentile £92,500 £100,000 £96,251
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 6 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 6 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 +146 447 £45,000 -10.00% 175
UK excluding London +81 358 £42,500 -3.41% 148
Work from Home +89 151 £50,000 -9.09% 59
London +81 110 £60,918 -6.28% 33
South East +37 100 £41,500 -0.60% 39
North of England +64 95 £37,500 -22.74% 39
Midlands +40 55 £39,000 +9.86% 20
Yorkshire +114 50 £42,500 +54.55% 10
East of England +40 42 £60,000 +41.18% 22
South West -11 41 £60,918 -14.50% 18
West Midlands +32 31 £40,478 +15.65% 15
North West +9 30 £35,000 -36.36% 24
East Midlands +7 24 £36,000 -1.37% 5
Scotland -44 22 £55,000 +37.50% 13
North East -7 15 £40,000 +6.67% 6
Wales +4 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 73 (15.18%) Microsoft Exchange
2 48 (9.98%) SharePoint
3 8 (1.66%) WordPress
4 7 (1.46%) 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 57 (11.85%) Microsoft Office
2 36 (7.48%) Microsoft Excel
3 9 (1.87%) Microsoft PowerPoint
4 6 (1.25%) 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 (0.42%) Fusion 360
8 2 (0.42%) MS Visio
9 1 (0.21%) Adobe Premiere
9 1 (0.21%) SOLIDWORKS
Business Applications
1 10 (2.08%) Dynamics CRM
2 3 (0.62%) Shopify
3 1 (0.21%) LabWindows
3 1 (0.21%) NetSuite
Cloud Services
1 149 (30.98%) Azure
2 144 (29.94%) Microsoft 365
3 52 (10.81%) Entra ID
4 25 (5.20%) AWS
5 23 (4.78%) IaaS
6 21 (4.37%) Power Platform
7 20 (4.16%) SaaS
8 17 (3.53%) PaaS
9 16 (3.33%) OneDrive
10 15 (3.12%) GCP
11 11 (2.29%) Azure AKS
11 11 (2.29%) Azure DevOps
11 11 (2.29%) Cloud Computing
11 11 (2.29%) PowerApps
12 10 (2.08%) Dynamics 365
13 9 (1.87%) Mimecast
14 8 (1.66%) GitHub
15 7 (1.46%) Google Workspace
15 7 (1.46%) Power Automate
16 6 (1.25%) Twilio
Communications & Networking
1 170 (35.34%) Firewall
2 68 (14.14%) DNS
3 55 (11.43%) DHCP
4 53 (11.02%) VPN
5 48 (9.98%) TCP/IP
6 47 (9.77%) WAN
7 44 (9.15%) Internet
8 42 (8.73%) LAN
9 41 (8.52%) Wireless
10 38 (7.90%) VLAN
11 35 (7.28%) Intrusion Detection
12 34 (7.07%) SAN
13 33 (6.86%) Wi-Fi
14 23 (4.78%) VoIP
15 18 (3.74%) Intranet
16 17 (3.53%) BGP
16 17 (3.53%) Network Security
17 16 (3.33%) SD-WAN
18 13 (2.70%) MPLS
19 11 (2.29%) WLAN
Database & Business Intelligence
1 28 (5.82%) SQL Server
2 17 (3.53%) Power BI
3 9 (1.87%) Data Warehouse
4 8 (1.66%) SQL Server Reporting Services
5 6 (1.25%) Relational Database
6 4 (0.83%) Tableau
7 3 (0.62%) Amazon RDS
7 3 (0.62%) Looker
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 BI EE
9 1 (0.21%) Oracle Reports
Development Applications
1 19 (3.95%) JIRA
2 17 (3.53%) Git
3 15 (3.12%) LabVIEW
4 6 (1.25%) Jenkins
5 4 (0.83%) SonarQube
5 4 (0.83%) Visual Studio
6 1 (0.21%) Gradle
6 1 (0.21%) Maven
6 1 (0.21%) Spock
6 1 (0.21%) Storybook
General
1 110 (22.87%) Social Skills
2 85 (17.67%) Analytical Skills
3 60 (12.47%) Finance
4 42 (8.73%) Law
5 41 (8.52%) Legal
6 33 (6.86%) Marketing
7 32 (6.65%) Inclusion and Diversity
8 22 (4.57%) Documentation Skills
9 20 (4.16%) Presentation Skills
10 19 (3.95%) Retail
11 18 (3.74%) Electronics
12 16 (3.33%) Aerospace
12 16 (3.33%) Games
13 14 (2.91%) Telecoms
14 10 (2.08%) Organisational Skills
15 7 (1.46%) Manufacturing
16 6 (1.25%) Billing
17 5 (1.04%) Advertising
17 5 (1.04%) Automotive
17 5 (1.04%) Military
Job Titles
1 67 (13.93%) Analyst
2 61 (12.68%) Senior
3 50 (10.40%) Lead
4 33 (6.86%) Network Manager
5 30 (6.24%) IT Support
6 29 (6.03%) Infrastructure Engineer
6 29 (6.03%) IT Engineer
7 24 (4.99%) Network Engineer
8 23 (4.78%) Software Engineer
9 21 (4.37%) Security Analyst
9 21 (4.37%) Support Engineer
10 20 (4.16%) IT Manager
10 20 (4.16%) Team Leader
11 19 (3.95%) Developer
12 18 (3.74%) 2nd Line Support
13 14 (2.91%) Principal Engineer
13 14 (2.91%) Security Manager
13 14 (2.91%) Support Technician
14 13 (2.70%) Cybersecurity Analyst
14 13 (2.70%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 14 (2.91%) .NET
2 13 (2.70%) Fluent Bit
3 8 (1.66%) pytest
4 7 (1.46%) CSS
5 6 (1.25%) Web Services
6 5 (1.04%) PyTorch
6 5 (1.04%) REST
7 4 (0.83%) ARM Templates
7 4 (0.83%) Azure Blueprints
7 4 (0.83%) EDI
7 4 (0.83%) Flash
7 4 (0.83%) HTML
7 4 (0.83%) TensorFlow
8 3 (0.62%) jQuery
8 3 (0.62%) Twitter Bootstrap
9 2 (0.42%) LDAP
9 2 (0.42%) MDX
9 2 (0.42%) RESTful
9 2 (0.42%) Spring
9 2 (0.42%) Spring Boot
Miscellaneous
1 79 (16.42%) Management Information System
2 28 (5.82%) Security Posture
3 25 (5.20%) Driving Licence
4 24 (4.99%) Self-Motivation
5 23 (4.78%) Replication
6 16 (3.33%) Data Centre
7 14 (2.91%) FPGA
8 13 (2.70%) Virtual Team
9 12 (2.49%) Data Protection Act
9 12 (2.49%) GNSS
10 10 (2.08%) Algorithms
10 10 (2.08%) Cyber Threat
11 9 (1.87%) Cloud Native
12 8 (1.66%) Analytical Mindset
12 8 (1.66%) Security Operations Centre
13 7 (1.46%) Cyberattack
13 7 (1.46%) Digital Media
14 6 (1.25%) Educational Technology
14 6 (1.25%) Enterprise Software
14 6 (1.25%) Social Media
Operating Systems
1 180 (37.42%) Windows
2 91 (18.92%) Windows Server
3 54 (11.23%) Linux
4 45 (9.36%) Windows 10
5 17 (3.53%) Windows Server 2008
6 16 (3.33%) Unix
6 16 (3.33%) Windows Server 2019
7 13 (2.70%) Mac OS
8 9 (1.87%) Apple iOS
8 9 (1.87%) Windows Server 2016
9 5 (1.04%) FreeRTOS
9 5 (1.04%) ThreadX
10 4 (0.83%) Mac OS X
11 3 (0.62%) Red Hat Enterprise Linux
11 3 (0.62%) Windows Server 2012
12 2 (0.42%) Windows 7
13 1 (0.21%) Embedded Linux
Processes & Methodologies
1 136 (28.27%) Cybersecurity
2 115 (23.91%) Problem-Solving
3 95 (19.75%) Web Filtering
4 90 (18.71%) ITIL
5 78 (16.22%) SIEM
6 59 (12.27%) Email Filtering
7 49 (10.19%) Agile
7 49 (10.19%) Infrastructure Engineering
8 43 (8.94%) Information Security
9 41 (8.52%) Analytics
10 40 (8.32%) Security Operations
11 39 (8.11%) Test Automation
12 38 (7.90%) Incident Response
12 38 (7.90%) Mentoring
13 37 (7.69%) Customer Service
14 36 (7.48%) Disaster Recovery
15 35 (7.28%) Cloud Security
16 34 (7.07%) Cryptography
16 34 (7.07%) Service Delivery
17 32 (6.65%) Software Engineering
Programming Languages
1 61 (12.68%) PowerShell
2 47 (9.77%) Python
3 41 (8.52%) SQL
4 31 (6.44%) MATLAB
5 21 (4.37%) C#
6 17 (3.53%) C++
7 14 (2.91%) Bash
8 12 (2.49%) C
9 10 (2.08%) JavaScript
10 8 (1.66%) PHP
10 8 (1.66%) T-SQL
11 6 (1.25%) Java
12 5 (1.04%) R
12 5 (1.04%) TypeScript
13 4 (0.83%) Bicep
13 4 (0.83%) Data Analysis Expressions
13 4 (0.83%) VB.NET
14 3 (0.62%) VBScript
15 1 (0.21%) Groovy
15 1 (0.21%) PL/SQL
Qualifications
1 123 (25.57%) Degree
2 42 (8.73%) Microsoft Certification
3 36 (7.48%) Security Cleared
4 31 (6.44%) DBS Check
5 29 (6.03%) MCSA
6 24 (4.99%) Master's Degree
7 22 (4.57%) CISSP
7 22 (4.57%) GIAC
8 18 (3.74%) HND
8 18 (3.74%) SC Cleared
9 17 (3.53%) GSEC
10 16 (3.33%) PhD
11 15 (3.12%) CCNA
11 15 (3.12%) Cisco Certification
11 15 (3.12%) CREST Certified
12 14 (2.91%) SSCP
13 11 (2.29%) MCSE
14 10 (2.08%) CompTIA Security+
14 10 (2.08%) ITIL Foundation Certificate
14 10 (2.08%) MCP
Quality Assurance & Compliance
1 39 (8.11%) ISO/IEC 27001
2 17 (3.53%) Cyber Essentials
3 16 (3.33%) NIST
4 15 (3.12%) GDPR
4 15 (3.12%) SLA
5 11 (2.29%) QA
6 9 (1.87%) ISO 9001
7 7 (1.46%) Data Quality
8 4 (0.83%) GRC
8 4 (0.83%) JTAG
9 3 (0.62%) Accessibility
9 3 (0.62%) Cyber Essentials PLUS
9 3 (0.62%) PCI DSS
10 2 (0.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 2 (0.42%) NCSC
11 1 (0.21%) FISMA
11 1 (0.21%) HIPAA
11 1 (0.21%) HITRUST
11 1 (0.21%) ISO 22301
11 1 (0.21%) PMO
System Software
1 152 (31.60%) Active Directory
2 102 (21.21%) VMware Infrastructure
3 58 (12.06%) Hyper-V
4 18 (3.74%) vSphere
5 16 (3.33%) Virtual Desktop
6 12 (2.49%) Firmware
7 11 (2.29%) Virtual Machines
8 10 (2.08%) Virtual Servers
9 9 (1.87%) Microsoft Virtual Server
10 6 (1.25%) VMware ESXi
11 5 (1.04%) VMware Server
12 3 (0.62%) VMware Workstation
13 1 (0.21%) XenApp
Systems Management
1 39 (8.11%) Microsoft Intune
2 29 (6.03%) SmoothWall
3 22 (4.57%) 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 (2.08%) Kubernetes
6 9 (1.87%) WSUS
7 8 (1.66%) PaperCut
7 8 (1.66%) Single Sign-On
8 6 (1.25%) SCOM
8 6 (1.25%) Terraform
9 4 (0.83%) Failover Clustering
9 4 (0.83%) Istio
9 4 (0.83%) Packer
9 4 (0.83%) QRadar
10 2 (0.42%) CSIRT
10 2 (0.42%) Jamf Pro
11 1 (0.21%) Computer Emergency Response Teams
Vendors
1 185 (38.46%) Microsoft
2 110 (22.87%) VMware
3 59 (12.27%) Cisco
4 39 (8.11%) Veeam
5 27 (5.61%) Google
6 20 (4.16%) Apple
6 20 (4.16%) Aruba
7 19 (3.95%) Splunk
8 17 (3.53%) Fortinet
9 15 (3.12%) Bloomberg
9 15 (3.12%) FactSet
9 15 (3.12%) MobileIron
9 15 (3.12%) Refinitiv
10 14 (2.91%) SonicWALL
11 13 (2.70%) Juniper
11 13 (2.70%) ServiceNow
11 13 (2.70%) Sophos
12 12 (2.49%) Dell
12 12 (2.49%) HP
12 12 (2.49%) Meraki