Period
to 12 November 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 12 November 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > London
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 461 514 491
Rank change year-on-year +53 -23 +63
Permanent jobs citing Kalman Filter 378 362 395
As % of all permanent IT jobs advertised in London 0.57% 0.48% 0.52%
As % of the Processes & Methodologies category 0.62% 0.52% 0.57%
Number of salaries quoted 336 303 341
London median annual salary £62,500 £55,000 £57,500
Median salary % change year-on-year +13.64% -4.35% +15.00%
10th Percentile £32,250 £31,250 £31,250
90th Percentile £85,000 £75,000 £80,000
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 61,221 69,473 69,859
As % of all permanent IT jobs advertised in London 91.63% 92.83% 91.91%
Number of salaries quoted 49,505 53,400 60,194
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 £33,005
90th Percentile £95,000 £90,000 £87,925
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 12 November 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 12 November 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 -14 66 £53,854 -10.99% 17
West London +25 38 £55,000 - 9
North London -2 1 £85,000 +78.95% 3
South London -16 1 £30,000 -14.29% 3
Kalman Filter
England

For the 6 months to 12 November 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.

1 162 (42.86%) Firewall
2 150 (39.68%) Finance
3 130 (34.39%) Web Filtering
4 120 (31.75%) Windows
5 95 (25.13%) Microsoft
6 94 (24.87%) Cisco
7 91 (24.07%) Active Directory
8 87 (23.02%) VMware
8 87 (23.02%) Data Centre
9 81 (21.43%) Python
10 76 (20.11%) VMware Infrastructure
10 76 (20.11%) Microsoft Azure
11 75 (19.84%) SIEM
12 72 (19.05%) Agile Software Development
13 70 (18.52%) Amazon AWS
13 70 (18.52%) Linux
14 69 (18.25%) TCP/IP
15 68 (17.99%) Office 365
16 66 (17.46%) LAN
17 65 (17.20%) WAN
18 64 (16.93%) DNS
19 60 (15.87%) Bash Shell
20 58 (15.34%) SQL
21 55 (14.55%) Wireless
22 54 (14.29%) Hyper-V
22 54 (14.29%) Analytics
23 53 (14.02%) .NET
23 53 (14.02%) ITIL
23 53 (14.02%) DHCP
24 52 (13.76%) Cisco Certification

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 51 (13.49%) MS Exchange
2 33 (8.73%) Exchange Server 2010
2 33 (8.73%) Skype for Business
3 32 (8.47%) SharePoint
4 29 (7.67%) Exchange Server 2013
5 19 (5.03%) Exchange Server 2007
6 10 (2.65%) CMS
7 9 (2.38%) Exchange Server 2003
7 9 (2.38%) IIS
8 6 (1.59%) Apache Spark
8 6 (1.59%) BizTalk Server
8 6 (1.59%) Commerce Server
8 6 (1.59%) SharePoint 2010
9 5 (1.32%) Apache
9 5 (1.32%) SAS
10 4 (1.06%) Apache Pig
10 4 (1.06%) Elasticsearch
11 3 (0.79%) Confluence
11 3 (0.79%) Jupyter
11 3 (0.79%) WordPress
Applications
1 30 (7.94%) Microsoft Office
2 9 (2.38%) Microsoft Excel
3 8 (2.12%) MS Visio
4 7 (1.85%) Microsoft PowerPoint
5 4 (1.06%) GNU Octave
6 3 (0.79%) Adobe Creative Suite
6 3 (0.79%) Photoshop
7 1 (0.26%) Spreadsheet
Business Applications
1 15 (3.97%) Actimize
2 6 (1.59%) Remedy ITSM
3 4 (1.06%) Global One
4 2 (0.53%) Cognos Business Intelligence
4 2 (0.53%) Elite 3E
Cloud Services
1 76 (20.11%) Microsoft Azure
2 70 (18.52%) Amazon AWS
3 68 (17.99%) Office 365
4 36 (9.52%) Mimecast
5 12 (3.17%) SaaS
6 8 (2.12%) Azure Active Directory
7 7 (1.85%) Slack
8 5 (1.32%) OpenDNS
9 4 (1.06%) Yammer
10 3 (0.79%) AWS Lambda
10 3 (0.79%) G Suite
10 3 (0.79%) Serverless
11 2 (0.53%) Amazon EC2
11 2 (0.53%) Amazon S3
11 2 (0.53%) AWS CloudTrail
11 2 (0.53%) Google Analytics
11 2 (0.53%) Google Cloud Platform
11 2 (0.53%) Google Tag Manager
11 2 (0.53%) Route 53
11 2 (0.53%) Virtual Private Cloud
Communications & Networking
1 162 (42.86%) Firewall
2 69 (18.25%) TCP/IP
3 66 (17.46%) LAN
4 65 (17.20%) WAN
5 64 (16.93%) DNS
6 55 (14.55%) Wireless
7 53 (14.02%) DHCP
8 50 (13.23%) Intrusion Detection
8 50 (13.23%) VPN
9 48 (12.70%) Network Security
10 42 (11.11%) Cisco Nexus
11 38 (10.05%) Cisco ASA
12 36 (9.52%) BGP
12 36 (9.52%) OSPF
13 28 (7.41%) Internet
14 26 (6.88%) BIG-IP
14 26 (6.88%) SAN
15 25 (6.61%) Wi-Fi
16 23 (6.08%) VLAN
17 18 (4.76%) F5 BIG-IP LTM
Database & Business Intelligence
1 26 (6.88%) SQL Server
2 17 (4.50%) Big Data
3 12 (3.17%) Amazon RDS
4 9 (2.38%) SQL Server 2005
5 8 (2.12%) Data Warehouse
5 8 (2.12%) MySQL
6 6 (1.59%) Amazon DynamoDB
7 5 (1.32%) Apache Hive
7 5 (1.32%) Data Mart
7 5 (1.32%) OLAP
7 5 (1.32%) OLTP
7 5 (1.32%) SQL Server 2008
7 5 (1.32%) SQL Server 2016
8 4 (1.06%) Impala
8 4 (1.06%) MongoDB
8 4 (1.06%) Relational Database
9 3 (0.79%) Hadoop
9 3 (0.79%) HBase
9 3 (0.79%) NoSQL
9 3 (0.79%) Power BI
Development Applications
1 41 (10.85%) Jenkins
2 40 (10.58%) Maven
3 39 (10.32%) Ant
3 39 (10.32%) Gradle
3 39 (10.32%) Visual Studio Team System
4 12 (3.17%) CMake
4 12 (3.17%) Visual Studio
5 8 (2.12%) JIRA
6 6 (1.59%) Git (software)
7 4 (1.06%) Hudson
8 3 (0.79%) Bitbucket
8 3 (0.79%) Cucumber
8 3 (0.79%) Selenium
8 3 (0.79%) YouTrack
9 2 (0.53%) Metasploit
10 1 (0.26%) Vagrant
10 1 (0.26%) webpack
General
1 150 (39.68%) Finance
2 44 (11.64%) Financial Institution
2 44 (11.64%) Retail
3 38 (10.05%) Banking
4 18 (4.76%) Games
5 13 (3.44%) Back Office
6 11 (2.91%) Legal
6 11 (2.91%) Marketing
6 11 (2.91%) Telecoms
7 10 (2.65%) Law
8 5 (1.32%) Corporate Banking
8 5 (1.32%) Investment Banking
9 4 (1.06%) Publishing
10 3 (0.79%) Advertising
10 3 (0.79%) Electronics
11 2 (0.53%) Front Office
11 2 (0.53%) Manufacturing
12 1 (0.26%) Hungarian Language
Job Titles
1 90 (23.81%) Analyst
2 39 (10.32%) Security Engineer
3 38 (10.05%) DevOps Engineer
4 35 (9.26%) Cloud Engineer
5 29 (7.67%) Automation Engineer
5 29 (7.67%) Cloud Automation Engineer
5 29 (7.67%) Network Engineer
6 28 (7.41%) Developer
7 27 (7.14%) Data Analyst
8 22 (5.82%) Senior Security Engineer
9 21 (5.56%) Security Analyst
10 19 (5.03%) Infrastructure Engineer
11 18 (4.76%) Architect
11 18 (4.76%) Consultant
12 16 (4.23%) Support Analyst
13 15 (3.97%) Security Architect
13 15 (3.97%) Service Analyst
13 15 (3.97%) Support Engineer
14 14 (3.70%) 3rd Line Support
15 13 (3.44%) Service Desk Analyst
Libraries, Frameworks & Software Standards
1 53 (14.02%) .NET
2 18 (4.76%) LDAP
3 17 (4.50%) HTML
4 15 (3.97%) CSS
5 12 (3.17%) Boost C++ Libraries
5 12 (3.17%) OpenCV
5 12 (3.17%) Qt
5 12 (3.17%) ZeroMQ
6 11 (2.91%) Natural Language Processing
7 8 (2.12%) Web Services
8 7 (1.85%) TensorFlow
9 6 (1.59%) CSS3
9 6 (1.59%) D3.js
9 6 (1.59%) HTML5
9 6 (1.59%) Sass
10 5 (1.32%) AngularJS
10 5 (1.32%) NumPy
10 5 (1.32%) XMPP
11 4 (1.06%) REST
11 4 (1.06%) Twitter Bootstrap
Miscellaneous
1 87 (23.02%) Data Centre
2 38 (10.05%) Enterprise Software
3 36 (9.52%) Algorithms
4 25 (6.61%) Data Protection Act
4 25 (6.61%) Distributed Denial-of-Service
5 24 (6.35%) Management Information System
6 21 (5.56%) Computer Science
7 17 (4.50%) Analytical Skills
8 16 (4.23%) Fintech
8 16 (4.23%) Self-Motivation
9 14 (3.70%) Data Structures
10 12 (3.17%) CUDA
11 11 (2.91%) Hedge funds
12 10 (2.65%) User Experience
13 9 (2.38%) PKI
14 8 (2.12%) Security Operations Centre
15 7 (1.85%) Linux Command Line
15 7 (1.85%) Video Conferencing
16 6 (1.59%) Clustering
16 6 (1.59%) Taxonomies
Operating Systems
1 120 (31.75%) Windows
2 70 (18.52%) Linux
3 52 (13.76%) Windows Server
4 43 (11.38%) Windows Server 2012
5 40 (10.58%) Windows Server 2008
6 34 (8.99%) Windows 10
7 33 (8.73%) Windows 7
8 23 (6.08%) Windows Server 2003
9 19 (5.03%) Mac OS X
10 12 (3.17%) Windows 8
11 9 (2.38%) Windows 2000 Server
12 7 (1.85%) Unix
13 5 (1.32%) Android
13 5 (1.32%) Red Hat Enterprise Linux
14 4 (1.06%) Apple iOS
14 4 (1.06%) pSOS
14 4 (1.06%) Solaris
15 2 (0.53%) Kali Linux
15 2 (0.53%) Mac OS
16 1 (0.26%) Ubuntu
Processes & Methodologies
1 130 (34.39%) Web Filtering
2 75 (19.84%) SIEM
3 72 (19.05%) Agile Software Development
4 54 (14.29%) Analytics
5 53 (14.02%) ITIL
6 45 (11.90%) DevOps
7 41 (10.85%) Configuration Management
7 41 (10.85%) Network Monitoring
8 39 (10.32%) Artefact Management
9 38 (10.05%) Information Security
10 36 (9.52%) Cybersecurity
11 35 (9.26%) Security Testing
12 32 (8.47%) Network Load Balancing
12 32 (8.47%) Software Engineering
13 31 (8.20%) Patch Management
14 28 (7.41%) Data Protection
15 27 (7.14%) Machine Learning
16 26 (6.88%) Infrastructure Engineering
17 25 (6.61%) Email Filtering
18 24 (6.35%) Disaster Recovery
Programming Languages
1 81 (21.43%) Python
2 60 (15.87%) Bash Shell
3 58 (15.34%) SQL
4 41 (10.85%) Ruby
5 40 (10.58%) Java
6 30 (7.94%) C++
7 21 (5.56%) C#
8 17 (4.50%) Perl
8 17 (4.50%) PowerShell
9 15 (3.97%) C
9 15 (3.97%) JavaScript
10 6 (1.59%) Groovy
10 6 (1.59%) Shell Script
11 5 (1.32%) PHP
11 5 (1.32%) R
11 5 (1.32%) Scala
12 4 (1.06%) Bourne shell
12 4 (1.06%) Korn
12 4 (1.06%) T-SQL
13 3 (0.79%) TypeScript
Qualifications
1 52 (13.76%) Cisco Certification
2 34 (8.99%) CCNA
2 34 (8.99%) CISSP
3 30 (7.94%) CCNP
4 23 (6.08%) Microsoft Certification
5 22 (5.82%) MCSE
6 21 (5.56%) Degree
7 14 (3.70%) CISM
7 14 (3.70%) PhD
8 13 (3.44%) CEH
8 13 (3.44%) CISA
8 13 (3.44%) VMware Certified Professional (VCP)
9 12 (3.17%) SANS
10 11 (2.91%) SC Cleared
10 11 (2.91%) Security Cleared
11 9 (2.38%) SSCP
12 8 (2.12%) TOGAF Certification
13 7 (1.85%) CCIE
13 7 (1.85%) MPhil
14 5 (1.32%) CCA
Quality Assurance & Compliance
1 51 (13.49%) PCI DSS
2 27 (7.14%) ISO/IEC 27001
3 11 (2.91%) SLA
4 9 (2.38%) GDPR
4 9 (2.38%) PMO
4 9 (2.38%) QA
5 6 (1.59%) MiFID
6 5 (1.32%) Cyber Essentials
6 5 (1.32%) PMBOK
7 1 (0.26%) ISO 22301
System Software
1 91 (24.07%) Active Directory
2 76 (20.11%) VMware Infrastructure
3 54 (14.29%) Hyper-V
4 42 (11.11%) Docker
5 15 (3.97%) VMware ESXi
6 12 (3.17%) XenApp
7 7 (1.85%) VMware Workstation
8 6 (1.59%) VMware Server
9 5 (1.32%) Virtual Servers
10 3 (0.79%) Virtual Desktop
11 2 (0.53%) DFS Replication
11 2 (0.53%) Snort
11 2 (0.53%) Squid
11 2 (0.53%) vSphere
12 1 (0.26%) Firmware
12 1 (0.26%) HDFS
12 1 (0.26%) Virtual Machines
12 1 (0.26%) Xen
Systems Management
1 41 (10.85%) Ansible
2 40 (10.58%) Puppet
3 32 (8.47%) SCCM
4 13 (3.44%) Backup Exec
4 13 (3.44%) ZABBIX
5 12 (3.17%) Single Sign-On
6 11 (2.91%) Cisco Prime
7 7 (1.85%) SCOM
8 6 (1.59%) FortiGate
8 6 (1.59%) Kubernetes
9 5 (1.32%) CASB
9 5 (1.32%) Cisco CUCM
9 5 (1.32%) Nagios
10 4 (1.06%) Control-M
10 4 (1.06%) Nessus
10 4 (1.06%) QRadar
10 4 (1.06%) WSUS
11 3 (0.79%) Norton AntiVirus
12 2 (0.53%) EnCase
12 2 (0.53%) FTK
Vendors
1 95 (25.13%) Microsoft
2 94 (24.87%) Cisco
3 87 (23.02%) VMware
4 51 (13.49%) CheckPoint
5 44 (11.64%) SolarWinds
6 41 (10.85%) Citrix
7 39 (10.32%) HP
8 35 (9.26%) Dell
9 32 (8.47%) F5
10 22 (5.82%) Zscaler
11 16 (4.23%) Sophos
12 15 (3.97%) Palo Alto
13 14 (3.70%) Apple
13 14 (3.70%) EMC
14 12 (3.17%) Oracle
14 12 (3.17%) Red Hat
15 11 (2.91%) Juniper
15 11 (2.91%) NetApp
15 11 (2.91%) Symantec
16 9 (2.38%) Avaya