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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 486 603 655
Rank change year-on-year +117 +52 -149
Permanent jobs citing Kalman Filter 464 413 721
As % of all permanent jobs advertised in the UK 0.46% 0.42% 0.44%
As % of the Processes & Methodologies category 0.55% 0.43% 0.46%
Number of salaries quoted 379 289 444
10th Percentile £26,250 £22,000 £28,000
25th Percentile £35,000 £36,750 £36,193
Median annual salary (50th Percentile) £45,000 £48,579 £48,750
Median % change year-on-year -7.37% -0.35% -2.50%
75th Percentile £67,500 £68,750 £67,877
90th Percentile £78,750 £83,000 £83,750
UK excluding London median annual salary £42,000 £44,000 £47,500
% change year-on-year -4.55% -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 85,108 95,066 155,930
As % of all permanent jobs advertised in the UK 85.18% 95.58% 95.78%
Number of salaries quoted 59,794 56,135 83,138
10th Percentile £29,071 £34,000 £33,645
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% +10.53%

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 20 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 20 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 +119 436 £45,000 -10.45% 187
UK excluding London +71 346 £42,000 -4.55% 144
Work from Home +94 142 £51,250 -6.82% 52
London +62 105 £60,000 -7.69% 45
South East +28 97 £41,500 -5.68% 37
North of England +44 96 £37,500 -22.68% 37
Midlands +19 55 £39,000 +11.43% 22
Yorkshire +93 48 £42,500 +30.77% 12
East of England +29 41 £60,000 +41.18% 19
South West -4 38 £60,918 -14.50% 20
North West -6 33 £27,500 -50.00% 22
West Midlands +21 32 £42,739 +25.70% 15
East Midlands +1 23 £36,000 -1.37% 7
Scotland -49 18 £55,000 +37.50% 10
North East +1 15 £40,000 +6.67% 4
Wales -2 1 - - 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 68 (14.66%) Microsoft Exchange
2 46 (9.91%) SharePoint
3 8 (1.72%) WordPress
4 7 (1.51%) IIS
5 4 (0.86%) SAS
6 3 (0.65%) Apache Spark
6 3 (0.65%) CMS
7 1 (0.22%) Apache
7 1 (0.22%) Confluence
7 1 (0.22%) WebSphere
Applications
1 53 (11.42%) Microsoft Office
2 41 (8.84%) Microsoft Excel
3 14 (3.02%) Microsoft PowerPoint
4 5 (1.08%) Photoshop
4 5 (1.08%) Spreadsheet
5 4 (0.86%) Simulink
5 4 (0.86%) Stateflow
5 4 (0.86%) Windchill
6 2 (0.43%) Adobe After Effects
6 2 (0.43%) Fusion 360
6 2 (0.43%) MS Visio
7 1 (0.22%) SOLIDWORKS
Business Applications
1 8 (1.72%) Dynamics CRM
2 3 (0.65%) Shopify
3 1 (0.22%) LabWindows
3 1 (0.22%) NetSuite
Cloud Services
1 141 (30.39%) Azure
2 133 (28.66%) Microsoft 365
3 47 (10.13%) Entra ID
4 26 (5.60%) AWS
5 23 (4.96%) IaaS
6 19 (4.09%) Power Platform
7 17 (3.66%) PaaS
7 17 (3.66%) SaaS
8 16 (3.45%) OneDrive
9 14 (3.02%) GCP
10 13 (2.80%) Cloud Computing
11 12 (2.59%) Azure AKS
11 12 (2.59%) Azure DevOps
12 9 (1.94%) Mimecast
12 9 (1.94%) PowerApps
13 8 (1.72%) Dynamics 365
13 8 (1.72%) GitHub
14 7 (1.51%) Google Workspace
15 6 (1.29%) Power Automate
15 6 (1.29%) Twilio
Communications & Networking
1 161 (34.70%) Firewall
2 64 (13.79%) DNS
3 51 (10.99%) DHCP
4 47 (10.13%) VPN
5 42 (9.05%) Internet
5 42 (9.05%) WAN
6 41 (8.84%) TCP/IP
6 41 (8.84%) Wireless
7 39 (8.41%) LAN
8 37 (7.97%) VLAN
9 35 (7.54%) Intrusion Detection
10 33 (7.11%) Wi-Fi
11 32 (6.90%) SAN
12 19 (4.09%) VoIP
13 18 (3.88%) Intranet
14 17 (3.66%) BGP
15 15 (3.23%) Network Security
16 14 (3.02%) SD-WAN
17 12 (2.59%) MPLS
18 11 (2.37%) SNMP
Database & Business Intelligence
1 27 (5.82%) SQL Server
2 16 (3.45%) Power BI
3 9 (1.94%) Data Warehouse
4 7 (1.51%) SQL Server Reporting Services
5 6 (1.29%) Relational Database
6 4 (0.86%) Tableau
7 3 (0.65%) Looker
8 2 (0.43%) BusinessObjects
8 2 (0.43%) Data Mining
8 2 (0.43%) DB2
8 2 (0.43%) MySQL
8 2 (0.43%) PostgreSQL
8 2 (0.43%) Power Query
9 1 (0.22%) Amazon RDS
9 1 (0.22%) Big Data
9 1 (0.22%) Crystal Reports
9 1 (0.22%) Data Lake
9 1 (0.22%) GIS
9 1 (0.22%) Oracle Database
Development Applications
1 19 (4.09%) JIRA
2 17 (3.66%) Git
3 13 (2.80%) LabVIEW
4 6 (1.29%) Jenkins
5 5 (1.08%) SonarQube
6 3 (0.65%) Visual Studio
7 1 (0.22%) Gradle
7 1 (0.22%) Maven
7 1 (0.22%) Spock
7 1 (0.22%) Storybook
General
1 110 (23.71%) Social Skills
2 85 (18.32%) Analytical Skills
3 63 (13.58%) Finance
4 47 (10.13%) Legal
5 42 (9.05%) Law
6 32 (6.90%) Marketing
7 31 (6.68%) Inclusion and Diversity
8 21 (4.53%) Documentation Skills
9 20 (4.31%) Electronics
10 18 (3.88%) Presentation Skills
11 16 (3.45%) Retail
12 14 (3.02%) Telecoms
13 13 (2.80%) Aerospace
13 13 (2.80%) Games
14 10 (2.16%) Organisational Skills
15 7 (1.51%) Manufacturing
16 6 (1.29%) Billing
17 5 (1.08%) Automotive
17 5 (1.08%) Military
18 4 (0.86%) Back Office
Job Titles
1 60 (12.93%) Analyst
2 50 (10.78%) Lead
2 50 (10.78%) Senior
3 31 (6.68%) Network Manager
4 29 (6.25%) IT Support
5 28 (6.03%) IT Engineer
6 27 (5.82%) Infrastructure Engineer
7 24 (5.17%) Network Engineer
8 20 (4.31%) Developer
8 20 (4.31%) Support Engineer
8 20 (4.31%) Team Leader
9 19 (4.09%) IT Manager
9 19 (4.09%) Software Engineer
10 18 (3.88%) Security Analyst
11 15 (3.23%) 2nd Line Support
12 14 (3.02%) Security Manager
12 14 (3.02%) Support Technician
13 12 (2.59%) Performance Officer
14 11 (2.37%) 2nd Line Engineer
14 11 (2.37%) 2nd Line Support Engineer
Libraries, Frameworks & Software Standards
1 13 (2.80%) .NET
2 12 (2.59%) Fluent Bit
3 8 (1.72%) pytest
4 7 (1.51%) CSS
5 5 (1.08%) ARM Templates
5 5 (1.08%) Azure Blueprints
5 5 (1.08%) PyTorch
5 5 (1.08%) REST
5 5 (1.08%) Web Services
6 4 (0.86%) Flash
6 4 (0.86%) HTML
6 4 (0.86%) TensorFlow
7 3 (0.65%) EDI
7 3 (0.65%) jQuery
7 3 (0.65%) Twitter Bootstrap
8 2 (0.43%) MDX
8 2 (0.43%) RESTful
8 2 (0.43%) Spring
8 2 (0.43%) Spring Boot
8 2 (0.43%) XML
Miscellaneous
1 77 (16.59%) Management Information System
2 28 (6.03%) Security Posture
3 23 (4.96%) Driving Licence
4 22 (4.74%) Self-Motivation
5 21 (4.53%) Replication
6 15 (3.23%) Data Centre
7 14 (3.02%) FPGA
8 12 (2.59%) Data Protection Act
8 12 (2.59%) Digital Media
9 11 (2.37%) Algorithms
10 10 (2.16%) GNSS
11 9 (1.94%) Virtual Team
12 8 (1.72%) Cyber Threat
13 7 (1.51%) Cyberattack
13 7 (1.51%) Educational Technology
14 6 (1.29%) Analytical Mindset
14 6 (1.29%) Cyber Security Posture
14 6 (1.29%) Enterprise Software
15 5 (1.08%) Low-Code
15 5 (1.08%) Social Media
Operating Systems
1 164 (35.34%) Windows
2 82 (17.67%) Windows Server
3 49 (10.56%) Linux
4 42 (9.05%) Windows 10
5 16 (3.45%) Windows Server 2019
6 15 (3.23%) Windows Server 2008
7 13 (2.80%) Unix
8 10 (2.16%) Apple iOS
8 10 (2.16%) Mac OS
8 10 (2.16%) Windows Server 2016
9 5 (1.08%) FreeRTOS
9 5 (1.08%) ThreadX
10 4 (0.86%) Mac OS X
11 3 (0.65%) Windows Server 2012
12 2 (0.43%) Red Hat Enterprise Linux
12 2 (0.43%) Windows 7
13 1 (0.22%) Android
13 1 (0.22%) Embedded Linux
Processes & Methodologies
1 120 (25.86%) Cybersecurity
2 116 (25.00%) Problem-Solving
3 88 (18.97%) ITIL
4 86 (18.53%) Web Filtering
5 72 (15.52%) SIEM
6 56 (12.07%) Email Filtering
7 48 (10.34%) Infrastructure Engineering
8 45 (9.70%) Agile
9 42 (9.05%) Information Security
10 38 (8.19%) Analytics
10 38 (8.19%) Mentoring
11 36 (7.76%) Disaster Recovery
12 35 (7.54%) Mathematics
13 34 (7.33%) Service Delivery
14 33 (7.11%) Computer Science
14 33 (7.11%) Continuous Improvement
14 33 (7.11%) Customer Service
14 33 (7.11%) Incident Response
14 33 (7.11%) Test Automation
15 32 (6.90%) Cloud Security
Programming Languages
1 57 (12.28%) PowerShell
2 43 (9.27%) Python
3 40 (8.62%) SQL
4 31 (6.68%) MATLAB
5 20 (4.31%) C#
6 17 (3.66%) C++
7 12 (2.59%) Bash
7 12 (2.59%) C
8 9 (1.94%) JavaScript
9 8 (1.72%) PHP
9 8 (1.72%) T-SQL
10 7 (1.51%) R
11 6 (1.29%) Java
12 5 (1.08%) Bicep
13 4 (0.86%) Data Analysis Expressions
13 4 (0.86%) TypeScript
13 4 (0.86%) VB.NET
14 2 (0.43%) VBScript
15 1 (0.22%) Go
15 1 (0.22%) Groovy
Qualifications
1 119 (25.65%) Degree
2 40 (8.62%) Microsoft Certification
3 31 (6.68%) Security Cleared
4 30 (6.47%) DBS Check
5 27 (5.82%) MCSA
6 24 (5.17%) CISSP
6 24 (5.17%) Master's Degree
7 20 (4.31%) GIAC
8 16 (3.45%) HND
8 16 (3.45%) PhD
9 15 (3.23%) CCNA
9 15 (3.23%) Cisco Certification
10 14 (3.02%) SC Cleared
10 14 (3.02%) SSCP
11 13 (2.80%) CREST Certified
11 13 (2.80%) GSEC
12 11 (2.37%) MCSE
13 10 (2.16%) Azure Certification
13 10 (2.16%) Computer Science Degree
13 10 (2.16%) MCP
Quality Assurance & Compliance
1 39 (8.41%) ISO/IEC 27001
2 16 (3.45%) Cyber Essentials
3 15 (3.23%) SLA
4 14 (3.02%) GDPR
4 14 (3.02%) NIST
5 12 (2.59%) Data Quality
6 10 (2.16%) QA
7 9 (1.94%) ISO 9001
8 5 (1.08%) PCI DSS
9 4 (0.86%) GRC
9 4 (0.86%) JTAG
10 3 (0.65%) Accessibility
11 2 (0.43%) Cyber Essentials PLUS
11 2 (0.43%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.43%) NCSC
12 1 (0.22%) FISMA
12 1 (0.22%) HIPAA
12 1 (0.22%) ISO 22301
12 1 (0.22%) PMO
12 1 (0.22%) Sarbanes-Oxley
System Software
1 140 (30.17%) Active Directory
2 96 (20.69%) VMware Infrastructure
3 56 (12.07%) Hyper-V
4 18 (3.88%) vSphere
5 14 (3.02%) Virtual Desktop
6 12 (2.59%) Firmware
7 11 (2.37%) Virtual Machines
8 10 (2.16%) Virtual Servers
9 9 (1.94%) Microsoft Virtual Server
10 6 (1.29%) VMware ESXi
11 5 (1.08%) VMware Server
12 3 (0.65%) VMware Workstation
13 1 (0.22%) XenApp
Systems Management
1 32 (6.90%) Microsoft Intune
2 27 (5.82%) SmoothWall
3 21 (4.53%) SCCM
4 12 (2.59%) Active Directory Federation Services
4 12 (2.59%) Fluentd
4 12 (2.59%) logstash
5 11 (2.37%) FortiGate
5 11 (2.37%) Kubernetes
6 8 (1.72%) Single Sign-On
7 7 (1.51%) SCOM
8 6 (1.29%) PaperCut
8 6 (1.29%) Terraform
8 6 (1.29%) WSUS
9 5 (1.08%) Istio
10 4 (0.86%) Packer
10 4 (0.86%) QRadar
11 3 (0.65%) Failover Clustering
11 3 (0.65%) Jamf Pro
12 2 (0.43%) CSIRT
13 1 (0.22%) Autotask
Vendors
1 185 (39.87%) Microsoft
2 104 (22.41%) VMware
3 55 (11.85%) Cisco
4 38 (8.19%) Veeam
5 25 (5.39%) Google
6 21 (4.53%) Aruba
7 20 (4.31%) Apple
8 17 (3.66%) Fortinet
9 16 (3.45%) Splunk
10 14 (3.02%) SonicWALL
11 13 (2.80%) Bloomberg
11 13 (2.80%) FactSet
11 13 (2.80%) HP
11 13 (2.80%) MobileIron
11 13 (2.80%) Refinitiv
11 13 (2.80%) ServiceNow
11 13 (2.80%) Sophos
12 11 (2.37%) Juniper
12 11 (2.37%) Meraki
13 10 (2.16%) Draytek