Period
to 25 September 2018

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 25 September 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 476 513 475
Rank change year-on-year +37 -38 +87
Permanent jobs citing Kalman Filter 354 357 430
As % of all permanent IT jobs advertised in London 0.51% 0.48% 0.55%
As % of the Processes & Methodologies category 0.56% 0.51% 0.60%
Number of salaries quoted 302 283 364
London median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +10.00%
10th Percentile £32,000 £31,250 £27,550
90th Percentile £85,000 £82,500 £79,625
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 63,140 69,491 71,712
As % of all permanent IT jobs advertised in London 91.73% 92.78% 92.16%
Number of salaries quoted 50,561 53,186 62,078
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,560
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

Kalman Filter
Job Vacancy Trend in London

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

Job vacancy trend for Kalman Filter in London

Kalman Filter
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kalman Filter in London.

Salary trend for Kalman Filter in London

Kalman Filter
Salary Histogram in London

The salary distribution of IT jobs citing Kalman Filter in London over the 6 months to 25 September 2018.

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 25 September 2018. 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 -45 70 £53,750 -14.00% 12
West London +23 35 £50,000 -9.09% 6
South London +5 2 £30,000 -25.00%
Kalman Filter
England

For the 6 months to 25 September 2018, 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.

1 152 (42.94%) Firewall
2 143 (40.40%) Finance
3 109 (30.79%) Cisco
4 106 (29.94%) Active Directory
4 106 (29.94%) Windows
4 106 (29.94%) Web Filtering
5 105 (29.66%) Microsoft
6 81 (22.88%) LAN
7 80 (22.60%) WAN
8 75 (21.19%) VMware
9 74 (20.90%) DNS
10 72 (20.34%) TCP/IP
11 68 (19.21%) VMware Infrastructure
11 68 (19.21%) Data Centre
11 68 (19.21%) SIEM
12 64 (18.08%) Office 365
12 64 (18.08%) Linux
13 62 (17.51%) Python
14 61 (17.23%) MS Exchange
15 59 (16.67%) Agile Software Development
16 58 (16.38%) Cisco Certification
17 57 (16.10%) Wireless
18 56 (15.82%) DHCP
19 53 (14.97%) Windows Server
20 52 (14.69%) Network Security
21 51 (14.41%) Microsoft Azure
22 50 (14.12%) PCI DSS
23 49 (13.84%) ITIL
23 49 (13.84%) CheckPoint
23 49 (13.84%) Analytics

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 61 (17.23%) MS Exchange
2 42 (11.86%) Exchange Server 2010
3 41 (11.58%) Skype for Business
4 34 (9.60%) Exchange Server 2013
5 32 (9.04%) SharePoint
6 30 (8.47%) Exchange Server 2007
7 21 (5.93%) Exchange Server 2003
8 18 (5.08%) Blackberry Enterprise Server
9 8 (2.26%) Exchange Server 2000
9 8 (2.26%) IIS
9 8 (2.26%) Office Communications Server
10 7 (1.98%) Apache Spark
11 5 (1.41%) Apache
11 5 (1.41%) SAS
12 3 (0.85%) Apache Pig
12 3 (0.85%) Elasticsearch
13 2 (0.56%) CMS
13 2 (0.56%) Confluence
13 2 (0.56%) Jupyter
13 2 (0.56%) Oracle Coherence
Applications
1 33 (9.32%) Microsoft Office
2 14 (3.95%) Microsoft Excel
3 12 (3.39%) Microsoft PowerPoint
4 6 (1.69%) MS Visio
5 3 (0.85%) GNU Octave
6 1 (0.28%) Spreadsheet
Business Applications
1 13 (3.67%) Actimize
2 4 (1.13%) Elite 3E
2 4 (1.13%) Global One
3 2 (0.56%) Cognos Business Intelligence
4 1 (0.28%) Remedy ITSM
Cloud Services
1 64 (18.08%) Office 365
2 51 (14.41%) Microsoft Azure
3 42 (11.86%) Amazon AWS
4 30 (8.47%) Mimecast
5 11 (3.11%) Azure Active Directory
5 11 (3.11%) Slack
6 4 (1.13%) Serverless
7 3 (0.85%) AWS Lambda
7 3 (0.85%) Yammer
8 2 (0.56%) Amazon EC2
8 2 (0.56%) Amazon S3
8 2 (0.56%) AWS CloudTrail
8 2 (0.56%) G Suite
8 2 (0.56%) Route 53
8 2 (0.56%) SaaS
8 2 (0.56%) Virtual Private Cloud
9 1 (0.28%) Amazon CloudWatch
9 1 (0.28%) Amazon Kinesis
9 1 (0.28%) Cloud Computing
9 1 (0.28%) OneDrive
Communications & Networking
1 152 (42.94%) Firewall
2 81 (22.88%) LAN
3 80 (22.60%) WAN
4 74 (20.90%) DNS
5 72 (20.34%) TCP/IP
6 57 (16.10%) Wireless
7 56 (15.82%) DHCP
8 52 (14.69%) Network Security
9 48 (13.56%) VPN
10 46 (12.99%) Intrusion Detection
11 43 (12.15%) Cisco ASA
11 43 (12.15%) Cisco Nexus
12 37 (10.45%) BGP
12 37 (10.45%) OSPF
13 32 (9.04%) SAN
14 28 (7.91%) BIG-IP
15 24 (6.78%) Wi-Fi
16 23 (6.50%) Internet
17 22 (6.21%) VLAN
18 20 (5.65%) Skype
Database & Business Intelligence
1 29 (8.19%) SQL Server
2 17 (4.80%) Big Data
3 15 (4.24%) SQL Server 2005
4 12 (3.39%) SQL Server 2008
5 9 (2.54%) Amazon RDS
6 8 (2.26%) Data Warehouse
7 6 (1.69%) Data Mining
7 6 (1.69%) SQL Server 2016
7 6 (1.69%) Text Mining
8 5 (1.41%) Amazon DynamoDB
8 5 (1.41%) Apache Hive
8 5 (1.41%) Data Mart
8 5 (1.41%) MySQL
8 5 (1.41%) OLAP
8 5 (1.41%) OLTP
9 4 (1.13%) Hadoop
10 3 (0.85%) HBase
10 3 (0.85%) MongoDB
10 3 (0.85%) NoSQL
10 3 (0.85%) Oracle Database
Development Applications
1 25 (7.06%) Maven
2 24 (6.78%) Ant
2 24 (6.78%) Gradle
2 24 (6.78%) Jenkins
2 24 (6.78%) Visual Studio Team System
3 11 (3.11%) CMake
3 11 (3.11%) Visual Studio
4 7 (1.98%) JIRA
5 3 (0.85%) Cucumber
5 3 (0.85%) Git (software)
5 3 (0.85%) Selenium
5 3 (0.85%) YouTrack
6 1 (0.28%) Vagrant
6 1 (0.28%) webpack
General
1 143 (40.40%) Finance
2 45 (12.71%) Retail
3 31 (8.76%) Financial Institution
4 27 (7.63%) Banking
5 26 (7.34%) Games
6 14 (3.95%) Legal
7 13 (3.67%) Back Office
8 11 (3.11%) Marketing
9 9 (2.54%) Law
9 9 (2.54%) Telecoms
10 5 (1.41%) Advertising
10 5 (1.41%) Corporate Banking
11 4 (1.13%) Publishing
12 2 (0.56%) Front Office
12 2 (0.56%) Investment Banking
13 1 (0.28%) Electronics
13 1 (0.28%) Hungarian Language
Job Titles
1 92 (25.99%) Analyst
2 34 (9.60%) Security Engineer
3 30 (8.47%) Network Engineer
4 28 (7.91%) Architect
5 26 (7.34%) Data Analyst
6 24 (6.78%) DevOps Engineer
7 22 (6.21%) Cloud Engineer
7 22 (6.21%) Security Analyst
8 21 (5.93%) Developer
8 21 (5.93%) Senior Security Engineer
9 20 (5.65%) Consultant
9 20 (5.65%) Support Analyst
10 18 (5.08%) Automation Engineer
10 18 (5.08%) Cloud Automation Engineer
10 18 (5.08%) Security Architect
11 14 (3.95%) Network Architect
11 14 (3.95%) Service Analyst
12 13 (3.67%) Infrastructure Engineer
12 13 (3.67%) Network Security Architect
12 13 (3.67%) Support Engineer
Libraries, Frameworks & Software Standards
1 30 (8.47%) .NET
2 20 (5.65%) LDAP
3 14 (3.95%) Natural Language Processing
4 11 (3.11%) Boost C++ Libraries
4 11 (3.11%) OpenCV
4 11 (3.11%) Qt
4 11 (3.11%) ZeroMQ
5 8 (2.26%) HTML
5 8 (2.26%) WSH
6 7 (1.98%) D3.js
7 6 (1.69%) CSS
7 6 (1.69%) SAML
7 6 (1.69%) TensorFlow
7 6 (1.69%) Web Services
8 5 (1.41%) NumPy
9 4 (1.13%) Angular 2
9 4 (1.13%) AngularJS
9 4 (1.13%) Pandas
10 3 (0.85%) HTML5
10 3 (0.85%) RESTful
Miscellaneous
1 68 (19.21%) Data Centre
2 46 (12.99%) Computer Science
3 38 (10.73%) Algorithms
4 34 (9.60%) Management Information System
5 30 (8.47%) Analytical Skills
6 25 (7.06%) Data Protection Act
6 25 (7.06%) Distributed Denial-of-Service
7 23 (6.50%) Enterprise Software
8 21 (5.93%) Video Conferencing
9 17 (4.80%) Hedge funds
10 16 (4.52%) Blackberry
10 16 (4.52%) Data Structures
10 16 (4.52%) Fintech
10 16 (4.52%) Self-Motivation
11 11 (3.11%) CUDA
12 9 (2.54%) PKI
13 7 (1.98%) Linux Command Line
14 6 (1.69%) EPoS
14 6 (1.69%) Social Network
15 5 (1.41%) User Experience
Operating Systems
1 106 (29.94%) Windows
2 64 (18.08%) Linux
3 53 (14.97%) Windows Server
4 42 (11.86%) Windows Server 2012
5 41 (11.58%) Windows Server 2008
6 33 (9.32%) Windows 10
7 32 (9.04%) Windows 7
8 28 (7.91%) Windows Server 2003
9 17 (4.80%) Mac OS X
10 14 (3.95%) Solaris
11 9 (2.54%) Android
11 9 (2.54%) Windows 8
12 8 (2.26%) Windows 2000 Server
13 6 (1.69%) Unix
14 4 (1.13%) pSOS
14 4 (1.13%) Red Hat Enterprise Linux
15 3 (0.85%) Apple iOS
16 2 (0.56%) Mac OS
17 1 (0.28%) Ubuntu
17 1 (0.28%) Windows Vista
Processes & Methodologies
1 106 (29.94%) Web Filtering
2 68 (19.21%) SIEM
3 59 (16.67%) Agile Software Development
4 49 (13.84%) Analytics
4 49 (13.84%) ITIL
5 38 (10.73%) Network Monitoring
6 37 (10.45%) Problem-Solving
7 35 (9.89%) Information Security
7 35 (9.89%) Project Management
8 33 (9.32%) Cybersecurity
9 32 (9.04%) DevOps
9 32 (9.04%) Software Engineering
10 30 (8.47%) Machine Learning
10 30 (8.47%) Network Load Balancing
11 27 (7.63%) Configuration Management
11 27 (7.63%) Data Protection
12 26 (7.34%) Disaster Recovery
13 24 (6.78%) Artefact Management
13 24 (6.78%) Patch Management
13 24 (6.78%) Security Testing
Programming Languages
1 62 (17.51%) Python
2 47 (13.28%) SQL
3 44 (12.43%) Bash Shell
4 40 (11.30%) Java
5 26 (7.34%) Ruby
6 25 (7.06%) C++
7 23 (6.50%) PowerShell
8 16 (4.52%) Perl
9 14 (3.95%) C#
10 12 (3.39%) C
11 8 (2.26%) VB
11 8 (2.26%) VBScript
12 7 (1.98%) Scala
13 6 (1.69%) Groovy
13 6 (1.69%) JavaScript
13 6 (1.69%) R
13 6 (1.69%) Shell Script
14 4 (1.13%) Bourne shell
14 4 (1.13%) Korn
14 4 (1.13%) T-SQL
Qualifications
1 58 (16.38%) Cisco Certification
2 42 (11.86%) CISSP
3 41 (11.58%) Degree
4 35 (9.89%) CCNP
5 33 (9.32%) CCNA
6 28 (7.91%) Microsoft Certification
7 20 (5.65%) CISM
8 19 (5.37%) CEH
8 19 (5.37%) MCSE
9 18 (5.08%) PhD
10 12 (3.39%) CCIE
10 12 (3.39%) SC Cleared
10 12 (3.39%) Security Cleared
11 10 (2.82%) SANS
11 10 (2.82%) TOGAF Certification
12 8 (2.26%) CISA
13 7 (1.98%) Computer Science Degree
13 7 (1.98%) SSCP
14 6 (1.69%) GIAC
14 6 (1.69%) MPhil
Quality Assurance & Compliance
1 50 (14.12%) PCI DSS
2 20 (5.65%) ISO/IEC 27001
3 10 (2.82%) PMO
3 10 (2.82%) SLA
4 9 (2.54%) QA
5 6 (1.69%) PMBOK
6 5 (1.41%) Cyber Essentials
6 5 (1.41%) GDPR
7 4 (1.13%) MiFID
8 2 (0.56%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 1 (0.28%) ISO 22301
System Software
1 106 (29.94%) Active Directory
2 68 (19.21%) VMware Infrastructure
3 48 (13.56%) Hyper-V
4 26 (7.34%) Docker
5 17 (4.80%) XenApp
6 15 (4.24%) VMware ESXi
7 8 (2.26%) MetaFrame
7 8 (2.26%) XenServer
8 6 (1.69%) VMware Workstation
9 4 (1.13%) DFS Replication
9 4 (1.13%) Virtual Servers
10 2 (0.56%) Firmware
10 2 (0.56%) HDFS
10 2 (0.56%) vSphere
11 1 (0.28%) Virtual Desktop
11 1 (0.28%) VMware Server
Systems Management
1 29 (8.19%) SCCM
2 25 (7.06%) Ansible
2 25 (7.06%) Puppet
3 18 (5.08%) Backup Exec
4 13 (3.67%) Norton AntiVirus
5 12 (3.39%) ZABBIX
6 11 (3.11%) Cisco Prime
7 8 (2.26%) CASB
7 8 (2.26%) FortiGate
7 8 (2.26%) Symantec Enterprise Vault
8 7 (1.98%) Single Sign-On
9 5 (1.41%) QRadar
9 5 (1.41%) SCOM
10 4 (1.13%) Control-M
10 4 (1.13%) WSUS
11 3 (0.85%) Cisco CUCM
11 3 (0.85%) Nagios
12 2 (0.56%) Terraform
13 1 (0.28%) Microsoft Data Protection Manager
13 1 (0.28%) Trend Micro Deep Security
Vendors
1 109 (30.79%) Cisco
2 105 (29.66%) Microsoft
3 75 (21.19%) VMware
4 49 (13.84%) CheckPoint
5 45 (12.71%) HP
6 43 (12.15%) Citrix
6 43 (12.15%) SolarWinds
7 39 (11.02%) Dell
8 36 (10.17%) F5
9 25 (7.06%) Symantec
10 22 (6.21%) NetApp
11 20 (5.65%) Apple
11 20 (5.65%) Zscaler
12 19 (5.37%) EMC
13 13 (3.67%) CommVault
14 11 (3.11%) Juniper
15 10 (2.82%) Google
15 10 (2.82%) Palo Alto
16 9 (2.54%) AlgoSec
16 9 (2.54%) SonicWALL