Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > London
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 460 479 483
Rank change year-on-year +19 +4 +74
Permanent jobs citing Kalman Filter 361 373 381
As % of all permanent IT jobs advertised in London 0.58% 0.53% 0.54%
As % of the Processes & Methodologies category 0.63% 0.57% 0.59%
Number of salaries quoted 325 313 329
London median annual salary £67,500 £55,000 £56,000
Median salary % change year-on-year +22.73% -1.79% +12.00%
10th Percentile £37,500 £31,250 £32,500
90th Percentile £92,500 £75,000 £82,500
England median annual salary £52,500 £48,000 £48,500
% change year-on-year +9.38% -1.03% +2.11%

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 57,602 65,500 65,089
As % of all permanent IT jobs advertised in London 92.01% 93.17% 92.08%
Number of salaries quoted 46,473 52,517 55,497
London median annual salary £62,500 £60,000 £58,000
Median salary % change year-on-year +4.17% +3.45% +5.45%
10th Percentile £35,000 £35,000 £33,575
90th Percentile £95,000 £91,250 £90,000
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 19 January 2019.

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 19 January 2019. 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 +7 63 £55,000 -8.33% 12
West London +39 29 £47,500 -13.64% 6
North London +4 1 £85,000 +78.95%
East London +1 1 £28,500 -63.23% 5
Kalman Filter
England

For the 6 months to 19 January 2019, 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.

1 199 (55.12%) Firewall
2 149 (41.27%) Finance
3 123 (34.07%) Web Filtering
4 119 (32.96%) Microsoft Azure
5 118 (32.69%) VMware
6 117 (32.41%) Windows
7 114 (31.58%) Python
8 111 (30.75%) Data Centre
9 109 (30.19%) VMware Infrastructure
10 103 (28.53%) Amazon AWS
11 97 (26.87%) Agile Software Development
12 91 (25.21%) Bash Shell
13 86 (23.82%) DevOps
14 85 (23.55%) .NET
15 84 (23.27%) Hyper-V
16 79 (21.88%) Microsoft
17 78 (21.61%) Cisco
17 78 (21.61%) Active Directory
18 77 (21.33%) Docker
18 77 (21.33%) Jenkins
19 75 (20.78%) Ansible
19 75 (20.78%) Configuration Management
19 75 (20.78%) Puppet
20 73 (20.22%) Visual Studio Team System
20 73 (20.22%) Maven
20 73 (20.22%) Ruby
20 73 (20.22%) Ant
20 73 (20.22%) Gradle
20 73 (20.22%) Artefact Management
21 72 (19.94%) Enterprise Software

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 41 (11.36%) MS Exchange
2 29 (8.03%) Exchange Server 2013
3 28 (7.76%) Exchange Server 2010
4 17 (4.71%) Skype for Business
5 15 (4.16%) SharePoint
6 14 (3.88%) Exchange Server 2007
7 9 (2.49%) CMS
8 7 (1.94%) IIS
9 6 (1.66%) BizTalk Server
9 6 (1.66%) Commerce Server
9 6 (1.66%) SharePoint 2010
10 5 (1.39%) SAS
11 4 (1.11%) Apache Spark
11 4 (1.11%) Confluence
12 3 (0.83%) Exchange Server 2003
12 3 (0.83%) Jupyter
12 3 (0.83%) WordPress
13 2 (0.55%) Apache
13 2 (0.55%) Apache Pig
14 1 (0.28%) Elasticsearch
Applications
1 31 (8.59%) Microsoft Office
2 10 (2.77%) Microsoft Excel
3 4 (1.11%) MS Visio
4 3 (0.83%) Adobe Creative Suite
4 3 (0.83%) Microsoft PowerPoint
4 3 (0.83%) Photoshop
5 2 (0.55%) GNU Octave
Business Applications
1 7 (1.94%) WebTrends
2 6 (1.66%) Remedy ITSM
3 5 (1.39%) Actimize
4 4 (1.11%) Global One
5 2 (0.55%) Elite 3E
6 1 (0.28%) Cognos Business Intelligence
Cloud Services
1 119 (32.96%) Microsoft Azure
2 103 (28.53%) Amazon AWS
3 60 (16.62%) Office 365
4 31 (8.59%) Mimecast
5 14 (3.88%) SaaS
6 9 (2.49%) Google Analytics
6 9 (2.49%) Google Tag Manager
7 8 (2.22%) Azure Active Directory
8 7 (1.94%) AdWords
8 7 (1.94%) Salesforce Sales Cloud
9 6 (1.66%) IaaS
9 6 (1.66%) OpenDNS
10 4 (1.11%) G Suite
10 4 (1.11%) PaaS
10 4 (1.11%) Slack
10 4 (1.11%) Yammer
11 2 (0.55%) Amazon EC2
11 2 (0.55%) Amazon S3
11 2 (0.55%) AWS CloudFormation
11 2 (0.55%) Serverless
Communications & Networking
1 199 (55.12%) Firewall
2 65 (18.01%) TCP/IP
3 57 (15.79%) WAN
4 56 (15.51%) LAN
5 55 (15.24%) DNS
6 54 (14.96%) VPN
7 47 (13.02%) DHCP
7 47 (13.02%) Network Security
8 46 (12.74%) Intrusion Detection
9 40 (11.08%) Wireless
10 35 (9.70%) Internet
11 28 (7.76%) BGP
11 28 (7.76%) OSPF
11 28 (7.76%) SAN
12 26 (7.20%) Cisco ASA
13 25 (6.93%) Cisco Nexus
13 25 (6.93%) VLAN
14 19 (5.26%) IPsec
15 16 (4.43%) VoIP
16 15 (4.16%) EIGRP
Database & Business Intelligence
1 16 (4.43%) SQL Server
2 11 (3.05%) Amazon RDS
3 9 (2.49%) Big Data
4 7 (1.94%) BusinessObjects
5 5 (1.39%) Data Mart
5 5 (1.39%) Data Warehouse
5 5 (1.39%) OLAP
5 5 (1.39%) OLTP
5 5 (1.39%) Power BI
6 4 (1.11%) MySQL
7 3 (0.83%) Amazon DynamoDB
7 3 (0.83%) Blockchain
7 3 (0.83%) Qlik Sense
7 3 (0.83%) SQL Server 2005
7 3 (0.83%) SQL Server 2008
8 2 (0.55%) Apache Hive
8 2 (0.55%) Hadoop
8 2 (0.55%) Impala
8 2 (0.55%) MongoDB
8 2 (0.55%) Relational Database
Development Applications
1 77 (21.33%) Jenkins
2 73 (20.22%) Ant
2 73 (20.22%) Gradle
2 73 (20.22%) Maven
2 73 (20.22%) Visual Studio Team System
3 10 (2.77%) CMake
3 10 (2.77%) Visual Studio
4 8 (2.22%) Git (software)
5 7 (1.94%) JIRA
6 5 (1.39%) Hudson
7 3 (0.83%) Bitbucket
8 2 (0.55%) Metasploit
9 1 (0.28%) Vagrant
9 1 (0.28%) webpack
General
1 149 (41.27%) Finance
2 69 (19.11%) Financial Institution
3 42 (11.63%) Banking
4 21 (5.82%) Retail
5 19 (5.26%) Marketing
6 10 (2.77%) Games
6 10 (2.77%) Law
7 9 (2.49%) Back Office
7 9 (2.49%) Legal
7 9 (2.49%) Telecoms
8 5 (1.39%) Corporate Banking
8 5 (1.39%) Investment Banking
9 4 (1.11%) Front Office
9 4 (1.11%) Multimedia
10 2 (0.55%) Electronics
10 2 (0.55%) Manufacturing
11 1 (0.28%) Advertising
11 1 (0.28%) Hungarian Language
Job Titles
1 63 (17.45%) Analyst
2 61 (16.90%) DevOps Engineer
3 46 (12.74%) Cloud Engineer
4 37 (10.25%) Security Engineer
5 36 (9.97%) Network Engineer
6 33 (9.14%) AWS Engineer
7 30 (8.31%) Developer
8 29 (8.03%) Automation Engineer
8 29 (8.03%) Cloud Automation Engineer
9 27 (7.48%) AWS DevOps
10 26 (7.20%) AWS DevOps Engineer
11 24 (6.65%) Kubernetes Engineer
12 16 (4.43%) Senior Network Engineer
12 16 (4.43%) Senior Security Engineer
12 16 (4.43%) Support Engineer
13 15 (4.16%) Security Analyst
14 14 (3.88%) C# Developer
14 14 (3.88%) Data Analyst
14 14 (3.88%) Information Security Engineer
15 13 (3.60%) 3rd Line Support
Libraries, Frameworks & Software Standards
1 85 (23.55%) .NET
2 15 (4.16%) LDAP
3 13 (3.60%) CSS
3 13 (3.60%) HTML
4 11 (3.05%) Natural Language Processing
5 10 (2.77%) Boost C++ Libraries
5 10 (2.77%) OpenCV
5 10 (2.77%) Qt
5 10 (2.77%) ZeroMQ
6 7 (1.94%) TensorFlow
6 7 (1.94%) Web Services
7 5 (1.39%) 802.1X
7 5 (1.39%) Node.js
7 5 (1.39%) React
7 5 (1.39%) Twitter Bootstrap
7 5 (1.39%) XMPP
8 4 (1.11%) CSS3
8 4 (1.11%) HTML5
8 4 (1.11%) jQuery
8 4 (1.11%) SailPoint
Miscellaneous
1 111 (30.75%) Data Centre
2 72 (19.94%) Enterprise Software
3 26 (7.20%) Management Information System
4 22 (6.09%) Analytical Skills
5 20 (5.54%) Algorithms
6 16 (4.43%) User Experience
7 14 (3.88%) Data Protection Act
8 13 (3.60%) PKI
8 13 (3.60%) Self-Motivation
9 12 (3.32%) Distributed Denial-of-Service
10 11 (3.05%) Security Operations Centre
11 10 (2.77%) CUDA
12 9 (2.49%) Fintech
12 9 (2.49%) Hedge funds
12 9 (2.49%) Public Cloud
13 8 (2.22%) Clustering
13 8 (2.22%) Social Media
14 6 (1.66%) Client/Server
14 6 (1.66%) HP Storage
15 5 (1.39%) CCTV
Operating Systems
1 117 (32.41%) Windows
2 59 (16.34%) Linux
3 58 (16.07%) Windows Server
4 35 (9.70%) Windows Server 2008
5 34 (9.42%) Windows Server 2012
6 25 (6.93%) Windows 10
6 25 (6.93%) Windows 7
7 16 (4.43%) Windows Server 2003
8 14 (3.88%) Mac OS X
9 13 (3.60%) Windows 8
10 7 (1.94%) Unix
11 5 (1.39%) Red Hat Enterprise Linux
11 5 (1.39%) Solaris
12 4 (1.11%) Android
12 4 (1.11%) Apple iOS
13 2 (0.55%) Kali Linux
13 2 (0.55%) Windows 2000 Server
14 1 (0.28%) Mac OS
14 1 (0.28%) Ubuntu
14 1 (0.28%) Windows Vista
Processes & Methodologies
1 123 (34.07%) Web Filtering
2 97 (26.87%) Agile Software Development
3 86 (23.82%) DevOps
4 75 (20.78%) Configuration Management
5 73 (20.22%) Artefact Management
6 68 (18.84%) Security Testing
6 68 (18.84%) SIEM
7 40 (11.08%) Analytics
7 40 (11.08%) ITIL
8 37 (10.25%) Information Security
9 33 (9.14%) Email Filtering
10 29 (8.03%) Cybersecurity
11 24 (6.65%) Patch Management
12 21 (5.82%) Problem-Solving
13 20 (5.54%) Disaster Recovery
13 20 (5.54%) Infrastructure Engineering
13 20 (5.54%) Network Monitoring
13 20 (5.54%) Security Operations
14 18 (4.99%) Incident Management
14 18 (4.99%) Software Engineering
Programming Languages
1 114 (31.58%) Python
2 91 (25.21%) Bash Shell
3 73 (20.22%) Ruby
4 41 (11.36%) SQL
5 26 (7.20%) C#
6 24 (6.65%) C++
7 23 (6.37%) Java
8 22 (6.09%) PowerShell
9 17 (4.71%) Perl
10 13 (3.60%) C
10 13 (3.60%) JavaScript
11 8 (2.22%) Shell Script
12 4 (1.11%) Bourne shell
12 4 (1.11%) Korn
12 4 (1.11%) PHP
12 4 (1.11%) R
13 3 (0.83%) VB
14 2 (0.55%) T-SQL
15 1 (0.28%) Scala
Qualifications
1 45 (12.47%) Cisco Certification
2 28 (7.76%) CCNA
2 28 (7.76%) CCNP
3 26 (7.20%) CISSP
3 26 (7.20%) Degree
4 18 (4.99%) Microsoft Certification
5 17 (4.71%) CEH
5 17 (4.71%) MCSE
6 16 (4.43%) CISA
7 14 (3.88%) SANS
8 13 (3.60%) CISM
9 12 (3.32%) VMware Certified Professional (VCP)
10 10 (2.77%) GIAC
10 10 (2.77%) PhD
10 10 (2.77%) SSCP
11 7 (1.94%) CCIE
11 7 (1.94%) MPhil
11 7 (1.94%) SC Cleared
11 7 (1.94%) Security Cleared
12 6 (1.66%) MCSA
Quality Assurance & Compliance
1 29 (8.03%) PCI DSS
2 24 (6.65%) ISO/IEC 27001
3 13 (3.60%) MiFID
4 11 (3.05%) SLA
5 9 (2.49%) GDPR
6 7 (1.94%) Cyber Essentials
6 7 (1.94%) Data Quality
7 5 (1.39%) QA
8 2 (0.55%) Cyber Essentials PLUS
System Software
1 109 (30.19%) VMware Infrastructure
2 84 (23.27%) Hyper-V
3 78 (21.61%) Active Directory
4 77 (21.33%) Docker
5 9 (2.49%) VMware ESXi
6 7 (1.94%) XenApp
7 6 (1.66%) VMware Server
8 4 (1.11%) Virtual Servers
9 3 (0.83%) Virtual Desktop
10 2 (0.55%) DFS Replication
10 2 (0.55%) Snort
10 2 (0.55%) Squid
10 2 (0.55%) VMware Workstation
11 1 (0.28%) MetaFrame
11 1 (0.28%) Virtual Machines
11 1 (0.28%) Xen
11 1 (0.28%) XenServer
Systems Management
1 75 (20.78%) Ansible
1 75 (20.78%) Puppet
2 27 (7.48%) Kubernetes
3 23 (6.37%) SCCM
4 16 (4.43%) Backup Exec
5 13 (3.60%) Single Sign-On
6 10 (2.77%) ZABBIX
7 7 (1.94%) SCOM
8 6 (1.66%) Cisco Prime
9 5 (1.39%) Cisco CUCM
9 5 (1.39%) Nagios
10 4 (1.11%) Control-M
10 4 (1.11%) Nessus
10 4 (1.11%) Norton AntiVirus
10 4 (1.11%) QRadar
10 4 (1.11%) WSUS
11 3 (0.83%) CASB
11 3 (0.83%) EMC NetWorker
12 2 (0.55%) Microsoft Clustering
12 2 (0.55%) Suricata
Vendors
1 118 (32.69%) VMware
2 79 (21.88%) Microsoft
3 78 (21.61%) Cisco
4 44 (12.19%) CheckPoint
5 29 (8.03%) Citrix
5 29 (8.03%) HP
6 26 (7.20%) Palo Alto
7 25 (6.93%) SolarWinds
8 24 (6.65%) Dell
9 19 (5.26%) Sophos
10 18 (4.99%) Google
11 15 (4.16%) F5
12 14 (3.88%) EMC
13 13 (3.60%) Red Hat
14 11 (3.05%) Blue Coat
14 11 (3.05%) Symantec
15 10 (2.77%) Adobe
15 10 (2.77%) Zscaler
16 8 (2.22%) McAfee
16 8 (2.22%) Tableau