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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 525 526 607
Rank change year-on-year +1 +81  
Permanent jobs citing Kalman Filter 400 468 403
As % of all permanent IT jobs advertised in the UK 0.45% 0.48% 0.36%
As % of the Processes & Methodologies category 0.50% 0.54% 0.41%
Number of salaries quoted 305 369 284
UK median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11%  
10th Percentile £26,750 £21,250 £23,575
90th Percentile £79,750 £71,250 £72,500
UK excluding London median annual salary £37,500 £32,000 £42,500
% change year-on-year +17.18% -24.70%  

Kalman Filter is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79789 87214 97872
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.92% 88.07%
Number of salaries quoted 263898 300520 316679
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £31,000 £29,900
90th Percentile £81,250 £77,500 £80,000
UK excluding London median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Kalman Filter
Job Vacancy Trend

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

Job vacancy trend for Kalman Filter in the UK

Kalman Filter
Salary Trend

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

Salary trend for Kalman Filter in the UK

Kalman Filter
Salary Histogram

The salary distribution of IT jobs citing Kalman Filter over the 3 months to 29 June 2017.

Salary histogram for Kalman Filter in the UK

Kalman Filter
Top 11 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 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +5 375 £45,000 +12.50% 54
UK excluding London +27 230 £37,500 +17.18% 31
London -26 164 £60,000 +11.11% 26
South East +15 86 £42,500 +16.43% 14
North of England +1 61 £33,437 -4.46% 7
Midlands +44 39 £34,250 -14.37% 3
Scotland +5 15 £70,000 +145.61% 2
East of England -21 13 £32,500 +8.33% 2
South West +2 10 £35,000 +11.92% 2
Wales +1 3 £40,000 +110.52% 1
Isle of Man - 3 - -

For the 6 months to 29 June 2017, IT jobs citing Kalman Filter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Kalman Filter.

1 369 (44.84%) Firewall
2 365 (44.35%) Windows
3 256 (31.11%) Microsoft
4 246 (29.89%) Cisco
5 220 (26.73%) ITIL
6 219 (26.61%) Finance
7 213 (25.88%) Active Directory
8 179 (21.75%) DNS
9 172 (20.90%) Windows Server
9 172 (20.90%) Web Filtering
10 169 (20.53%) Linux
11 167 (20.29%) VMware
12 157 (19.08%) Information Security
12 157 (19.08%) Cisco Certification
13 155 (18.83%) VPN
14 153 (18.59%) Degree
15 148 (17.98%) DHCP
16 146 (17.74%) SQL
17 139 (16.89%) Unix
18 138 (16.77%) VMware Infrastructure
19 134 (16.28%) WAN
20 130 (15.80%) Network Security
21 128 (15.55%) TCP/IP
21 128 (15.55%) LAN
22 123 (14.95%) Email Filtering
23 116 (14.09%) Intrusion Detection
24 114 (13.85%) Computer Science
25 112 (13.61%) Security Operations
26 111 (13.49%) CheckPoint
27 108 (13.12%) Management Information System

Kalman Filter
Co-occurring IT Skills 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 88 (10.69%) MS Exchange
2 51 (6.20%) Exchange Server 2010
3 50 (6.08%) Skype for Business
4 43 (5.22%) SharePoint
5 41 (4.98%) Exchange Server 2013
6 15 (1.82%) Confluence
7 13 (1.58%) IIS
8 12 (1.46%) Apache Spark
8 12 (1.46%) Exchange Server 2007
9 10 (1.22%) Apache
9 10 (1.22%) SAS
10 9 (1.09%) Exchange Server 2003
11 8 (0.97%) SharePoint Server
12 7 (0.85%) Elasticsearch
13 6 (0.73%) Blackberry Enterprise Server
14 5 (0.61%) Drupal
14 5 (0.61%) MQSeries
15 4 (0.49%) Tomcat
16 3 (0.36%) IBM Domino
16 3 (0.36%) IBM Notes
Applications
1 84 (10.21%) Microsoft Office
2 35 (4.25%) Microsoft Excel
3 29 (3.52%) MS Visio
4 25 (3.04%) Microsoft PowerPoint
5 6 (0.73%) Microsoft Project
6 3 (0.36%) GIMP
6 3 (0.36%) Simulink
6 3 (0.36%) SPSS
7 1 (0.12%) GNU Octave
7 1 (0.12%) Mathematica
Business Applications
1 26 (3.16%) Actimize
2 10 (1.22%) Remedy ITSM
3 7 (0.85%) Remedy AR System
4 5 (0.61%) Magento
5 4 (0.49%) CaseMap
5 4 (0.49%) Relativity
6 3 (0.36%) Dynamics AX
7 2 (0.24%) Dynamics CRM
7 2 (0.24%) Dynamics NAV
7 2 (0.24%) Maximo
7 2 (0.24%) SAP Oil and Gas
8 1 (0.12%) Cognos TM1
8 1 (0.12%) Infor SunSystems
8 1 (0.12%) Oracle Applications
8 1 (0.12%) RMDS
8 1 (0.12%) SAP BPC
Cloud Services
1 94 (11.42%) Office 365
2 73 (8.87%) Microsoft Azure
3 57 (6.93%) Amazon AWS
4 33 (4.01%) IaaS
5 29 (3.52%) PaaS
6 25 (3.04%) Cloud Computing
6 25 (3.04%) SaaS
7 15 (1.82%) G Suite
7 15 (1.82%) Virtual Private Cloud
8 10 (1.22%) Mimecast
9 9 (1.09%) AWS CloudFormation
9 9 (1.09%) Azure Active Directory
9 9 (1.09%) GitHub
10 6 (0.73%) OneDrive
11 5 (0.61%) Google Cloud Platform
12 3 (0.36%) Trello
13 1 (0.12%) Dropbox
13 1 (0.12%) Heroku
13 1 (0.12%) OpenDNS
Communications & Networking
1 369 (44.84%) Firewall
2 179 (21.75%) DNS
3 155 (18.83%) VPN
4 148 (17.98%) DHCP
5 134 (16.28%) WAN
6 130 (15.80%) Network Security
7 128 (15.55%) LAN
7 128 (15.55%) TCP/IP
8 116 (14.09%) Intrusion Detection
9 102 (12.39%) Internet
10 85 (10.33%) Wireless
11 77 (9.36%) Cisco ASA
12 73 (8.87%) VoIP
13 69 (8.38%) SAN
14 53 (6.44%) OSPF
15 50 (6.08%) BGP
15 50 (6.08%) MPLS
16 47 (5.71%) VLAN
17 45 (5.47%) SSL
18 42 (5.10%) IPsec
Database & Business Intelligence
1 75 (9.11%) SQL Server
2 39 (4.74%) Big Data
3 20 (2.43%) Data Mining
3 20 (2.43%) Data Warehouse
4 16 (1.94%) Hadoop
5 15 (1.82%) MySQL
6 13 (1.58%) MongoDB
6 13 (1.58%) Star Schema
7 12 (1.46%) Apache Hive
8 11 (1.34%) Relational Database
8 11 (1.34%) SQL Server 2008
9 10 (1.22%) BusinessObjects
9 10 (1.22%) Text Mining
10 9 (1.09%) RDBMS
11 8 (0.97%) GIS
12 7 (0.85%) Oracle Reports
12 7 (0.85%) PostgreSQL
12 7 (0.85%) QlikView
13 6 (0.73%) CouchDB
13 6 (0.73%) SQL Server Integration Services
Development Applications
1 14 (1.70%) JIRA
2 12 (1.46%) ProC
3 10 (1.22%) Git (software)
4 6 (0.73%) Jenkins
5 4 (0.49%) Eclipse
6 3 (0.36%) Atlassian Bamboo
6 3 (0.36%) PVCS
6 3 (0.36%) Sonatype Nexus
6 3 (0.36%) Team Foundation Server
7 2 (0.24%) Hudson
7 2 (0.24%) MSBuild
7 2 (0.24%) Octopus Deploy
7 2 (0.24%) TeamCity
7 2 (0.24%) VSS/SourceSafe
8 1 (0.12%) Bitbucket
8 1 (0.12%) MSI
8 1 (0.12%) RSpec
8 1 (0.12%) SCons
8 1 (0.12%) Subversion
8 1 (0.12%) Xcode
General
1 219 (26.61%) Finance
2 76 (9.23%) Banking
3 48 (5.83%) Telecoms
4 40 (4.86%) Legal
5 38 (4.62%) Digital Economy
6 33 (4.01%) Back Office
7 22 (2.67%) Corporate Banking
8 21 (2.55%) Retail
9 17 (2.07%) Law
10 16 (1.94%) Manufacturing
10 16 (1.94%) Marketing
10 16 (1.94%) Publishing
11 11 (1.34%) Aerospace
12 9 (1.09%) Electronics
13 7 (0.85%) Games
14 6 (0.73%) Music Industry
15 5 (0.61%) Advertising
16 4 (0.49%) Automotive
17 3 (0.36%) Pharmaceutical
18 2 (0.24%) Multimedia
Job Titles
1 213 (25.88%) Analyst
2 98 (11.91%) Security Engineer
3 89 (10.81%) Network Engineer
4 68 (8.26%) Security Analyst
5 55 (6.68%) Support Engineer
6 53 (6.44%) Juniper Engineer
7 51 (6.20%) IT Analyst
8 46 (5.59%) Infrastructure Engineer
8 46 (5.59%) Senior Security Engineer
9 42 (5.10%) Support Analyst
10 40 (4.86%) Developer
11 38 (4.62%) Systems Engineer
12 37 (4.50%) Architect
13 35 (4.25%) 3rd Line Engineer
13 35 (4.25%) IT Support
13 35 (4.25%) Network Security Engineer
14 33 (4.01%) Cisco Engineer
14 33 (4.01%) IT Security Analyst
15 32 (3.89%) IT Engineer
16 29 (3.52%) 3rd Line Support
Libraries, Frameworks & Software Standards
1 31 (3.77%) Web Services
2 23 (2.79%) XML
3 20 (2.43%) HTML
3 20 (2.43%) J2EE
4 19 (2.31%) Natural Language Processing
5 18 (2.19%) Servlets
5 18 (2.19%) XML Schema
5 18 (2.19%) XSD
6 16 (1.94%) CSS
7 14 (1.70%) AngularJS
8 10 (1.22%) STL
9 9 (1.09%) 802.1X
10 8 (0.97%) .NET
11 7 (0.85%) CSS3
11 7 (0.85%) HTML5
12 6 (0.73%) Django
12 6 (0.73%) JSON
12 6 (0.73%) React
12 6 (0.73%) React Native
12 6 (0.73%) Redux
Miscellaneous
1 114 (13.85%) Computer Science
2 108 (13.12%) Management Information System
3 92 (11.18%) Analytical Skills
4 66 (8.02%) Data Centre
5 63 (7.65%) Security Operations Centre
6 34 (4.13%) PKI
7 32 (3.89%) Distributed Denial-of-Service
8 25 (3.04%) Data Structures
9 24 (2.92%) Algorithms
10 23 (2.79%) Clustering
11 17 (2.07%) Replication
12 15 (1.82%) Fintech
13 14 (1.70%) BYOD
13 14 (1.70%) Greenfield Project
14 13 (1.58%) VHDL
15 12 (1.46%) CMDB
16 11 (1.34%) IVR
17 10 (1.22%) Fat Client
17 10 (1.22%) Thin Client
18 9 (1.09%) Social Network
Operating Systems
1 365 (44.35%) Windows
2 172 (20.90%) Windows Server
3 169 (20.53%) Linux
4 139 (16.89%) Unix
5 103 (12.52%) Windows Server 2008
6 102 (12.39%) Windows Server 2012
7 62 (7.53%) Windows Server 2003
8 42 (5.10%) Windows 10
9 41 (4.98%) Windows 7
10 27 (3.28%) Solaris
11 26 (3.16%) Mac OS X
11 26 (3.16%) Windows 8
12 21 (2.55%) Android
12 21 (2.55%) Windows 2000
13 20 (2.43%) Apple iOS
14 14 (1.70%) Windows XP
15 11 (1.34%) Windows Mobile
16 8 (0.97%) CentOS
17 6 (0.73%) AIX
17 6 (0.73%) Mac OS
Processes & Methodologies
1 220 (26.73%) ITIL
2 172 (20.90%) Web Filtering
3 157 (19.08%) Information Security
4 123 (14.95%) Email Filtering
5 112 (13.61%) Security Operations
6 95 (11.54%) Risk Management
7 91 (11.06%) Cybersecurity
8 85 (10.33%) SIEM
9 79 (9.60%) Incident Management
9 79 (9.60%) Patch Management
10 78 (9.48%) Agile Software Development
11 73 (8.87%) Project Management
12 63 (7.65%) Disaster Recovery
12 63 (7.65%) Mentoring
12 63 (7.65%) Stakeholder Management
13 59 (7.17%) Analytics
13 59 (7.17%) Security Monitoring
14 56 (6.80%) Vulnerability Assessment
15 51 (6.20%) Malware Detection/Protection
16 50 (6.08%) Change Management
Programming Languages
1 146 (17.74%) SQL
2 79 (9.60%) Python
3 78 (9.48%) Java
4 76 (9.23%) PowerShell
5 46 (5.59%) C
6 40 (4.86%) C++
7 36 (4.37%) Perl
8 22 (2.67%) C#
9 18 (2.19%) PL/SQL
10 15 (1.82%) PHP
11 14 (1.70%) JavaScript
12 10 (1.22%) VBScript
13 8 (0.97%) Ada
13 8 (0.97%) MATLAB
13 8 (0.97%) R
13 8 (0.97%) Scala
14 7 (0.85%) Shell Script
15 6 (0.73%) ES6
15 6 (0.73%) GraphQL
16 4 (0.49%) Bash Shell
Qualifications
1 157 (19.08%) Cisco Certification
2 153 (18.59%) Degree
3 86 (10.45%) CISSP
4 78 (9.48%) CCNA
5 75 (9.11%) CCNP
6 69 (8.38%) CISM
6 69 (8.38%) Microsoft Certification
7 64 (7.78%) MCSE
8 52 (6.32%) CEH
9 45 (5.47%) Computer Science Degree
10 37 (4.50%) MCSA
11 34 (4.13%) Security Cleared
12 33 (4.01%) CISA
12 33 (4.01%) MCP
13 32 (3.89%) CCSP
14 31 (3.77%) CompTIA Security+
14 31 (3.77%) GSEC
14 31 (3.77%) Security+ Certification
15 30 (3.65%) SC Cleared
16 28 (3.40%) CCIE
Quality Assurance & Compliance
1 63 (7.65%) SLA
2 53 (6.44%) ISO/IEC 27001
3 45 (5.47%) PCI DSS
4 17 (2.07%) Data Quality
5 10 (1.22%) ISO 9001
5 10 (1.22%) PMO
6 8 (0.97%) ISO/IEC 20000
7 7 (0.85%) Cyber Essentials
8 6 (0.73%) QA
9 5 (0.61%) Cyber Essentials PLUS
9 5 (0.61%) GCP
10 2 (0.24%) COBIT
10 2 (0.24%) GPG13
10 2 (0.24%) MiFID
10 2 (0.24%) SEPA
11 1 (0.12%) EMIR
11 1 (0.12%) GDPR
11 1 (0.12%) HMG Security Policy Framework
System Software
1 213 (25.88%) Active Directory
2 138 (16.77%) VMware Infrastructure
3 103 (12.52%) Hyper-V
4 52 (6.32%) VMware ESXi
5 41 (4.98%) vSphere
6 25 (3.04%) XenApp
7 21 (2.55%) Virtual Machines
8 20 (2.43%) ProxySG
9 12 (1.46%) XenDesktop
10 10 (1.22%) Firmware
11 7 (0.85%) HDFS
12 6 (0.73%) Snort
13 5 (0.61%) DFS Replication
13 5 (0.61%) VMware Server
14 4 (0.49%) iptables
14 4 (0.49%) ISA Server
14 4 (0.49%) Job Entry Subsystem
14 4 (0.49%) Samba
14 4 (0.49%) Virtual Servers
15 2 (0.24%) Terminal Services
Systems Management
1 79 (9.60%) SCCM
2 45 (5.47%) Network Intrusion Detection System
3 42 (5.10%) Backup Exec
4 41 (4.98%) SCOM
5 31 (3.77%) Norton AntiVirus
6 23 (2.79%) WSUS
7 16 (1.94%) Puppet
7 16 (1.94%) SolarWinds Orion
8 14 (1.70%) Host Intrusion Detection System
9 13 (1.58%) SmoothWall
10 12 (1.46%) Nagios
11 11 (1.34%) Cacti
12 10 (1.22%) FortiGate
12 10 (1.22%) Microsoft Data Protection Manager
13 9 (1.09%) Terraform
14 7 (0.85%) AirWatch
14 7 (0.85%) Nessus
14 7 (0.85%) NetBackup
15 6 (0.73%) Cisco Prime
16 5 (0.61%) Oozie
Vendors
1 256 (31.11%) Microsoft
2 246 (29.89%) Cisco
3 167 (20.29%) VMware
4 111 (13.49%) CheckPoint
5 101 (12.27%) Palo Alto
6 98 (11.91%) Juniper
7 77 (9.36%) HP
8 74 (8.99%) Citrix
9 67 (8.14%) F5
10 47 (5.71%) Blue Coat
11 46 (5.59%) Oracle
11 46 (5.59%) SolarWinds
12 41 (4.98%) Symantec
13 39 (4.74%) Sourcefire
14 36 (4.37%) Dell
14 36 (4.37%) Veeam
15 34 (4.13%) McAfee
16 31 (3.77%) Forcepoint
17 29 (3.52%) Imperva
18 26 (3.16%) IBM
Flintshire
Network ITR
Salary: £30000 - £35000 per annum
Posted: 3 hours ago
Newcastle Upon Tyne, Tyne and Wear
HAYS INFORMATION TECHNOLOGY
Salary: £38000.00 - £40000.00 per annum
Posted: 1 hour ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: Excellent Package
Posted: Yesterday
Frome, Somerset
Premier Group Recruitment
Salary: £20000 - £25000 per annum + Pension, Bonus, Healthcare
Posted: Yesterday
Oxford, Oxfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £32000.00 - £38000.00 per annum
Posted: 6 hours ago
Warrington, Cheshire
Greywood Associates Limited
Salary: £28000 - £32000 per annum + bens
Posted: Yesterday
Slough, Berkshire
Telefonica
Posted: 2 days ago
City, London
Webrecruit
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
Central London / West End
Latcom Ltd
Salary: Unspecified - £Excellent Rates
Posted: Yesterday
Oxfordshire
CBS butler
Salary: £55k - £65k per annum + 10% Bonus, Pension, Healthcare
Posted: Yesterday
Leatherhead, Surrey
Webrecruit
Salary: £35,000 per annum
Posted: 2 days ago
London
CV Screen Ltd
Salary: £28k - 30k per year + benefits and progression
Posted: 3 days ago
London
Talent Point Ltd
Salary: £60000 - £75000.00 per annum
Posted: 3 hours ago
London
Verticality Ltd
Salary: £50000 - £65000 per annum, Benefits Bonus 7.5% Pension - Usual Bens
Posted: 3 days ago
Southampton
aap3
Salary: £30000 - £35000 per annum + benefits
Posted: 6 days ago
Oxfordshire
ECM Selection
Salary: to £55,000 DoE + poss. reloc
Posted: 23 hours ago
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: 5 days ago
London
Hays London City Cheapside
Posted: 8 days ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: 2 days ago
London
Computer Futures
Salary: £50000 - £65000 per annum + competitive
Posted: 8 days ago
Luton
Interquest - IQ Tech
Salary: £18000 - £25000 per annum + Benefits
Posted: 10 days ago
Burgess Hill, West Sussex
Real Time Recruitment Solutions
Posted: 21 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £45,000 per annum + 7.5%
Posted: 6 days ago
Alton, Hampshire
Treloars
Salary: From £25,000 to £28,000 per annum
Posted: 10 days ago
Berkshire
Premier Group Recruitment
Salary: £30 - £40 per annum
Posted: 21 hours ago
Bromley
Hays London City Cheapside
Salary: £60000 - £65000 per annum + Benefits
Posted: 16 days ago
North West
Ampersand Consulting
Salary: £65000 per annum + £6500 CAR, BONUS, BENEFITS
Posted: 6 days ago
London
Metapack
Posted: 10 days ago
Shoreham-By-Sea
Bluetown Online LTD
Posted: 10 days ago
Pontefract
Hays Specialist Recruitment
Salary: £25000.00 - £32000.00 per annum + Benefits
Posted: 19 days ago