Period
to 28 September 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 28 September 2021 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > London
6 months to
28 Sep 2021
Same period 2020 Same period 2019
Rank 446 310 501
Rank change year-on-year -136 +191 +4
Permanent jobs citing Kalman Filter 286 158 245
As % of all permanent jobs advertised in London 0.58% 0.80% 0.44%
As % of the Processes & Methodologies category 0.61% 0.85% 0.47%
Number of salaries quoted 155 127 194
10th Percentile £40,000 £44,300 £31,250
25th Percentile £46,000 £50,000 £45,000
Median annual salary (50th Percentile) £60,500 £61,708 £52,500
Median % change year-on-year -1.96% +17.54% -12.50%
75th Percentile £78,750 £65,000 £79,688
90th Percentile £87,000 £85,000 £96,225
England median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -

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 advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 47,069 18,550 51,720
As % of all permanent IT jobs advertised in London 95.40% 94.01% 93.53%
Number of salaries quoted 30,802 15,541 42,090
10th Percentile £42,500 £42,500 £36,250
25th Percentile £52,500 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £88,750 £87,500 £82,500
90th Percentile £106,250 £110,000 £100,000
England median annual salary £57,500 £57,000 £52,500
% change year-on-year +0.88% +8.57% +1.94%

Kalman Filter
Job Vacancy Trend in London

Job postings citing Kalman Filter as a proportion of all IT jobs advertised in London.

Job vacancy trend for Kalman Filter in London

Kalman Filter
Salary Trend in London

3-month moving average salary quoted in jobs citing Kalman Filter in London.

Salary trend for Kalman Filter in London

Kalman Filter
Salary Histogram in London

Salary distribution for jobs citing Kalman Filter in London over the 6 months to 28 September 2021.

Salary histogram for Kalman Filter in London

Kalman Filter
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the London region over the 6 months to 28 September 2021. 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
Job
Vacancies
Central London -38 53 £60,000 -9.43% 3
West London -76 6 £52,000 +22.35% 4
South London -31 3 £35,000 -39.13% 1
East London - 3 £28,500 - 3
Kalman Filter
England

For the 6 months to 28 September 2021, IT jobs citing Kalman Filter also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Kalman Filter.

1 90 (31.47%) SQL
2 85 (29.72%) Finance
3 83 (29.02%) Agile Software Development
4 75 (26.22%) Microsoft
5 68 (23.78%) Social Skills
6 60 (20.98%) AWS
7 54 (18.88%) Windows
8 51 (17.83%) Software Engineering
9 49 (17.13%) Analytics
10 48 (16.78%) REST
11 47 (16.43%) C#
12 45 (15.73%) Firewall
12 45 (15.73%) QA
13 44 (15.38%) Continuous Improvement
14 40 (13.99%) Web Filtering
14 40 (13.99%) HTTP
15 39 (13.64%) Fintech
15 39 (13.64%) Samsung
16 38 (13.29%) Python
17 37 (12.94%) C
17 37 (12.94%) SLA
17 37 (12.94%) GraphQL
17 37 (12.94%) Test Automation
18 35 (12.24%) Continuous Integration
19 34 (11.89%) NoSQL
19 34 (11.89%) Microsoft 365
20 33 (11.54%) Visualisation
21 32 (11.19%) TeamCity
21 32 (11.19%) Octopus Deploy
21 32 (11.19%) DevOps

Kalman Filter
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (3.15%) Confluence
2 8 (2.80%) Anypoint
2 8 (2.80%) Mule
2 8 (2.80%) Mule ESB
3 6 (2.10%) SharePoint
4 5 (1.75%) MS Exchange
4 5 (1.75%) Skype for Business
5 2 (0.70%) Apache Spark
6 1 (0.35%) Apache
6 1 (0.35%) Elasticsearch
6 1 (0.35%) Exchange Server 2003
6 1 (0.35%) Exchange Server 2010
6 1 (0.35%) Exchange Server 2013
6 1 (0.35%) SAS
6 1 (0.35%) Tornado
Applications
1 21 (7.34%) Microsoft Office
2 14 (4.90%) Microsoft Excel
3 5 (1.75%) Microsoft PowerPoint
4 3 (1.05%) Chatbot
5 1 (0.35%) SPSS
Business Applications
1 3 (1.05%) Payment Gateway
2 1 (0.35%) Remedy AR System
2 1 (0.35%) Remedy ITSM
2 1 (0.35%) SAP ERP
Cloud Services
1 60 (20.98%) AWS
2 34 (11.89%) Microsoft 365
3 29 (10.14%) Azure
4 23 (8.04%) Serverless
5 15 (5.24%) Mimecast
6 12 (4.20%) Amazon S3
6 12 (4.20%) CloudFront
7 11 (3.85%) GitHub
7 11 (3.85%) GitHub Actions
8 9 (3.15%) Cloud Computing
9 8 (2.80%) Azure Active Directory
10 5 (1.75%) Snowflake
11 4 (1.40%) Power Platform
12 1 (0.35%) Azure Sentinel
12 1 (0.35%) GCP
12 1 (0.35%) Google Ads
12 1 (0.35%) Google Analytics
12 1 (0.35%) NUVI
Communications & Networking
1 45 (15.73%) Firewall
2 40 (13.99%) HTTP
3 17 (5.94%) VPN
4 16 (5.59%) DNS
5 14 (4.90%) DHCP
5 14 (4.90%) Intrusion Detection
5 14 (4.90%) WAN
6 12 (4.20%) LAN
6 12 (4.20%) Network Security
7 8 (2.80%) Internet
8 7 (2.45%) TCP/IP
9 6 (2.10%) SAN
10 5 (1.75%) Unified Communications
11 4 (1.40%) MPLS
11 4 (1.40%) SSL
12 3 (1.05%) HTTPS
12 3 (1.05%) IPsec
12 3 (1.05%) SD-WAN
13 2 (0.70%) Frame Relay
13 2 (0.70%) VLAN
Database & Business Intelligence
1 34 (11.89%) NoSQL
2 19 (6.64%) PostgreSQL
3 12 (4.20%) Amazon DynamoDB
4 10 (3.50%) Data Warehouse
4 10 (3.50%) Tableau
5 8 (2.80%) Data Lake
5 8 (2.80%) Looker
5 8 (2.80%) Relational Database
6 6 (2.10%) BusinessObjects
6 6 (2.10%) SAP BW
6 6 (2.10%) SAP HANA
7 5 (1.75%) Amazon RDS
7 5 (1.75%) Big Data
8 4 (1.40%) BusinessObjects Business Intelligence
8 4 (1.40%) Power BI
8 4 (1.40%) SQL Server
9 3 (1.05%) Blockchain
10 2 (0.70%) Apache Cassandra
10 2 (0.70%) Hadoop
10 2 (0.70%) Tableau Desktop
Development Applications
1 32 (11.19%) Octopus Deploy
1 32 (11.19%) TeamCity
2 15 (5.24%) Git (software)
3 14 (4.90%) JIRA
4 8 (2.80%) Team Foundation Server
5 3 (1.05%) Selenium
6 1 (0.35%) Maven
General
1 85 (29.72%) Finance
2 68 (23.78%) Social Skills
3 32 (11.19%) Organisational Skills
4 19 (6.64%) Analytical Skills
5 18 (6.29%) Retail
6 17 (5.94%) Manufacturing
7 13 (4.55%) Legal
8 10 (3.50%) Banking
9 8 (2.80%) Advertising
10 7 (2.45%) Marketing
11 6 (2.10%) Publishing
12 5 (1.75%) Digital Economy
12 5 (1.75%) Games
12 5 (1.75%) Public Sector
13 3 (1.05%) Telecoms
14 2 (0.70%) Electronics
14 2 (0.70%) Inclusion and Diversity
14 2 (0.70%) Law
15 1 (0.35%) Documentation Skills
15 1 (0.35%) Presentation Skills
Job Titles
1 55 (19.23%) Analyst
2 49 (17.13%) Developer
3 45 (15.73%) Software Engineer
4 27 (9.44%) Security Engineer
5 22 (7.69%) Senior Software Engineer
6 17 (5.94%) Security Analyst
7 13 (4.55%) Automation Engineer
7 13 (4.55%) Business Intelligence Analyst
8 12 (4.20%) Senior Developer
9 10 (3.50%) IT Engineer
9 10 (3.50%) IT Security Engineer
10 9 (3.15%) Server Engineer
10 9 (3.15%) Serverless Engineer
11 8 (2.80%) Front End Developer (Client-Side Developer)
11 8 (2.80%) IT Analyst
11 8 (2.80%) MuleSoft Developer
11 8 (2.80%) QA Automation Engineer
11 8 (2.80%) QA Engineer
12 7 (2.45%) Full Stack Developer
12 7 (2.45%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 48 (16.78%) REST
2 37 (12.94%) GraphQL
3 32 (11.19%) .NET
4 30 (10.49%) .NET Core
4 30 (10.49%) RESTful
5 28 (9.79%) COM
5 28 (9.79%) Next.js
6 26 (9.09%) React
7 16 (5.59%) JSON
8 14 (4.90%) Phoenix Framework
8 14 (4.90%) PyTorch
8 14 (4.90%) Vue.js
9 11 (3.85%) Apollo GraphQL
10 10 (3.50%) Node.js
10 10 (3.50%) Web Services
10 10 (3.50%) XML
11 9 (3.15%) HTML
11 9 (3.15%) Serverless Framework
11 9 (3.15%) Spring
12 8 (2.80%) XSD
Miscellaneous
1 20 (6.99%) Mobile App
1 20 (6.99%) User Experience
2 19 (6.64%) Management Information System
3 8 (2.80%) Self-Motivation
4 7 (2.45%) Data Structures
5 6 (2.10%) Algorithms
5 6 (2.10%) Blog
6 4 (1.40%) Social Media
7 3 (1.05%) Data Centre
7 3 (1.05%) Greenfield Project
8 2 (0.70%) Cloud Native
8 2 (0.70%) Cyberattack
8 2 (0.70%) Cyberthreat
8 2 (0.70%) Distributed Denial-of-Service
8 2 (0.70%) PKI
8 2 (0.70%) Reinsurance
8 2 (0.70%) Video\Live Streaming
9 1 (0.35%) Clustering
9 1 (0.35%) Data Protection Act
9 1 (0.35%) Security Operations Centre
Operating Systems
1 54 (18.88%) Windows
2 24 (8.39%) Windows Server
3 22 (7.69%) Windows 10
4 14 (4.90%) Linux
5 9 (3.15%) Apple iOS
5 9 (3.15%) Mac OS X
6 6 (2.10%) Windows Server 2012
7 5 (1.75%) Windows Server 2008
7 5 (1.75%) Windows Server 2016
8 4 (1.40%) Android
8 4 (1.40%) SUSE
8 4 (1.40%) Ubuntu
8 4 (1.40%) Windows Server 2019
9 1 (0.35%) Unix
9 1 (0.35%) Windows 7
Processes & Methodologies
1 83 (29.02%) Agile Software Development
2 51 (17.83%) Software Engineering
3 49 (17.13%) Analytics
4 44 (15.38%) Continuous Improvement
5 40 (13.99%) Web Filtering
6 39 (13.64%) Fintech
7 37 (12.94%) Test Automation
8 35 (12.24%) Continuous Integration
9 33 (11.54%) Visualisation
10 32 (11.19%) Clean Code
10 32 (11.19%) DevOps
11 31 (10.84%) Information Security
11 31 (10.84%) Integration Testing
12 30 (10.49%) Scrum
13 28 (9.79%) Knowledge Management
13 28 (9.79%) OOP
13 28 (9.79%) SDLC
13 28 (9.79%) SOLID
14 26 (9.09%) Problem-Solving
15 24 (8.39%) Front End Development
Programming Languages
1 90 (31.47%) SQL
2 47 (16.43%) C#
3 38 (13.29%) Python
4 37 (12.94%) C
5 26 (9.09%) TypeScript
6 16 (5.59%) PowerShell
7 14 (4.90%) Elixir
7 14 (4.90%) Erlang
7 14 (4.90%) ML
8 9 (3.15%) C++
8 9 (3.15%) Java
9 7 (2.45%) LookML
10 6 (2.10%) Go
10 6 (2.10%) JavaScript
11 5 (1.75%) R
12 3 (1.05%) MATLAB
12 3 (1.05%) XPath
13 2 (0.70%) Scala
14 1 (0.35%) Bash Shell
Qualifications
1 13 (4.55%) Degree
2 12 (4.20%) Cisco Certification
3 10 (3.50%) MCP
4 9 (3.15%) CISSP
4 9 (3.15%) Microsoft Certification
5 8 (2.80%) MCITP
5 8 (2.80%) MCSE
6 7 (2.45%) CCNA
7 5 (1.75%) CompTIA Security+
7 5 (1.75%) ITIL Foundation Certificate
7 5 (1.75%) MCSA
8 4 (1.40%) CEH
8 4 (1.40%) MCDST
8 4 (1.40%) PhD
9 3 (1.05%) CISA
9 3 (1.05%) CISM
9 3 (1.05%) SANS
10 2 (0.70%) (ISC)2 CCSP
10 2 (0.70%) CCSP
10 2 (0.70%) CREST Certified
Quality Assurance & Compliance
1 45 (15.73%) QA
2 37 (12.94%) SLA
3 12 (4.20%) ISO/IEC 27001
4 8 (2.80%) GDPR
5 7 (2.45%) SOC 2
6 5 (1.75%) Accessibility
6 5 (1.75%) Cyber Essentials
7 4 (1.40%) NIST
8 2 (0.70%) Cyber Essentials PLUS
8 2 (0.70%) HMG Security Policy Framework
8 2 (0.70%) ISO 31000
8 2 (0.70%) ISO/IEC 27005
8 2 (0.70%) NCSC
8 2 (0.70%) PCI DSS
9 1 (0.35%) Data Quality
9 1 (0.35%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 1 (0.35%) NIST 800
System Software
1 29 (10.14%) Active Directory
2 24 (8.39%) Docker
3 11 (3.85%) Hyper-V
4 7 (2.45%) VMware Infrastructure
5 5 (1.75%) VMware ESXi
6 4 (1.40%) Snort
7 2 (0.70%) BitLocker
Systems Management
1 5 (1.75%) Backup Exec
1 5 (1.75%) Kubernetes
2 4 (1.40%) Terraform
3 3 (1.05%) Ansible
4 2 (0.70%) Microsoft Intune
4 2 (0.70%) SCCM
5 1 (0.35%) CASB
5 1 (0.35%) CSIRT
5 1 (0.35%) FortiGate
5 1 (0.35%) Nessus
5 1 (0.35%) Norton AntiVirus
Vendors
1 75 (26.22%) Microsoft
2 39 (13.64%) Samsung
3 15 (5.24%) Cisco
3 15 (5.24%) VMware
4 12 (4.20%) Palo Alto
5 10 (3.50%) Citrix
6 8 (2.80%) Meraki
6 8 (2.80%) MuleSoft
6 8 (2.80%) SAP
6 8 (2.80%) ServiceNow
6 8 (2.80%) Veeam
7 7 (2.45%) AlienVault
7 7 (2.45%) CyberArk
7 7 (2.45%) Forcepoint
7 7 (2.45%) Gemalto
7 7 (2.45%) OneLogin
7 7 (2.45%) Thales
7 7 (2.45%) Thycotic
7 7 (2.45%) Trend Micro
8 6 (2.10%) CheckPoint