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 28 June 2017 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 516 520 601
Rank change year-on-year +4 +81  
Permanent jobs citing Kalman Filter 398 471 395
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 299 371 270
Median salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11%  
90% offered a salary of more than £28,500 £22,500 £24,800
10% offered a salary of more than £77,000 £67,500 £67,500
UK excluding London median salary £38,000 £32,500 £42,500
% change year-on-year +16.92% -23.52%  

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 79794 87486 96432
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.91% 88.08%
Number of salaries quoted 64221 73157 78828
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £79,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Kalman Filter
Job Vacancy Trend

The job posting trend of jobs advertised citing Kalman Filter as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 28 June 2017.

Salary histogram for Kalman Filter in the UK

Kalman Filter
Top 30 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 28 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 -3 373 £45,000 +12.50% 50
London -25 163 £60,000 +10.09% 25
South East +15 87 £42,500 +21.42% 10
City of London +42 36 £65,000 +30.00% 6
North West -25 32 £42,500 +21.42% 6
Oxfordshire +27 31 £35,000 +22.80% 3
Yorkshire +3 27 £28,500 +3.63% 2
West Midlands +29 23 £33,500 -16.25% 3
Surrey +4 22 £55,000 +37.50% 2
West Yorkshire +15 21 £28,500 -22.44% 2
Berkshire +31 19 £29,000 -31.76% 2
Manchester -33 17 £42,500 +21.42% 3
Oxford - 17 £35,000 - 2
East Midlands +40 16 £40,000 - 1
Scotland +21 15 £70,000 +145.61%
Glasgow +18 15 £70,000 -
Reading +24 14 £38,250 -15.00%
Redhill +1 14 £55,000 -8.33%
Birmingham +21 13 £33,500 -21.17%
East of England -17 13 £32,500 +8.33% 1
Cheshire -22 13 £45,000 - 2
Pontefract - 12 £28,500 - 1
Warrington - 11 £45,000 - 1
South West -4 9 £35,000 +11.92% 2
Witney - 9 £32,500 -
Hertfordshire +9 8 £48,750 -
Northamptonshire - 8 £40,000 -
North Yorkshire +4 6 £23,000 +15.00%
York +16 5 - -
Nottingham +4 5 £90,000 - 1

For the 6 months to 28 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.

1 368 (44.71%) Firewall
2 363 (44.11%) Windows
3 255 (30.98%) Microsoft
4 246 (29.89%) Cisco
5 218 (26.49%) ITIL
5 218 (26.49%) Finance
6 211 (25.64%) Active Directory
7 177 (21.51%) DNS
8 172 (20.90%) Web Filtering
9 171 (20.78%) Windows Server
9 171 (20.78%) Linux
10 168 (20.41%) VMware
11 157 (19.08%) Information Security
12 155 (18.83%) Cisco Certification
13 154 (18.71%) VPN
14 152 (18.47%) Degree
15 146 (17.74%) SQL
16 145 (17.62%) DHCP
17 141 (17.13%) Unix
18 139 (16.89%) VMware Infrastructure
19 133 (16.16%) WAN
20 130 (15.80%) Network Security
21 128 (15.55%) LAN
21 128 (15.55%) TCP/IP
22 122 (14.82%) Email Filtering
23 117 (14.22%) Intrusion Detection
24 115 (13.97%) Security Operations
25 114 (13.85%) Computer Science
26 113 (13.73%) CheckPoint
27 110 (13.37%) 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 49 (5.95%) Skype for Business
4 44 (5.35%) 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 Notes
16 3 (0.36%) OpenStack
Applications
1 85 (10.33%) Microsoft Office
2 36 (4.37%) 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
7 1 (0.12%) Spreadsheet
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 93 (11.30%) Office 365
2 73 (8.87%) Microsoft Azure
3 56 (6.80%) Amazon AWS
4 32 (3.89%) IaaS
5 29 (3.52%) PaaS
6 25 (3.04%) Cloud Computing
6 25 (3.04%) SaaS
7 15 (1.82%) G Suite
8 14 (1.70%) Virtual Private Cloud
9 10 (1.22%) Mimecast
10 9 (1.09%) Azure Active Directory
11 8 (0.97%) AWS CloudFormation
11 8 (0.97%) GitHub
12 6 (0.73%) OneDrive
13 5 (0.61%) Google Cloud Platform
14 3 (0.36%) Trello
15 1 (0.12%) Dropbox
15 1 (0.12%) OpenDNS
Communications & Networking
1 368 (44.71%) Firewall
2 177 (21.51%) DNS
3 154 (18.71%) VPN
4 145 (17.62%) DHCP
5 133 (16.16%) WAN
6 130 (15.80%) Network Security
7 128 (15.55%) LAN
7 128 (15.55%) TCP/IP
8 117 (14.22%) Intrusion Detection
9 101 (12.27%) Internet
10 84 (10.21%) Wireless
11 77 (9.36%) Cisco ASA
12 72 (8.75%) VoIP
13 69 (8.38%) SAN
14 53 (6.44%) OSPF
15 50 (6.08%) BGP
16 49 (5.95%) MPLS
17 47 (5.71%) VLAN
18 44 (5.35%) SSL
19 41 (4.98%) IPsec
Database & Business Intelligence
1 76 (9.23%) 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
11 8 (0.97%) Oracle Reports
12 7 (0.85%) QlikView
13 6 (0.73%) CouchDB
13 6 (0.73%) SQL Server Integration Services
13 6 (0.73%) SQL Server Reporting Services
Development Applications
1 14 (1.70%) JIRA
2 12 (1.46%) ProC
3 9 (1.09%) 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%) MSI
8 1 (0.12%) SCons
8 1 (0.12%) Subversion
8 1 (0.12%) Xcode
General
1 218 (26.49%) Finance
2 76 (9.23%) Banking
3 48 (5.83%) Telecoms
4 41 (4.98%) Legal
5 38 (4.62%) Digital Economy
6 32 (3.89%) Back Office
7 22 (2.67%) Corporate Banking
8 21 (2.55%) Retail
9 18 (2.19%) 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
1 214 (26.00%) Analyst
2 99 (12.03%) Security Engineer
3 89 (10.81%) Network Engineer
4 68 (8.26%) Security Analyst
5 54 (6.56%) 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 39 (4.74%) Developer
11 38 (4.62%) Systems Engineer
12 37 (4.50%) Architect
13 36 (4.37%) Network Security Engineer
14 35 (4.25%) 3rd Line Engineer
14 35 (4.25%) IT Support
15 33 (4.01%) Cisco Engineer
15 33 (4.01%) IT Security Analyst
16 32 (3.89%) IT Engineer
17 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%) J2EE
4 19 (2.31%) HTML
4 19 (2.31%) Natural Language Processing
5 18 (2.19%) Servlets
5 18 (2.19%) XML Schema
5 18 (2.19%) XSD
6 15 (1.82%) 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%) HTML5
12 6 (0.73%) CSS3
12 6 (0.73%) Django
12 6 (0.73%) React
12 6 (0.73%) React Native
12 6 (0.73%) Redux
12 6 (0.73%) Regular Expression
Miscellaneous
1 114 (13.85%) Computer Science
2 110 (13.37%) Management Information System
3 91 (11.06%) Analytical Skills
4 66 (8.02%) Data Centre
4 66 (8.02%) Security Operations Centre
5 33 (4.01%) PKI
6 32 (3.89%) Distributed Denial-of-Service
7 25 (3.04%) Data Structures
8 24 (2.92%) Algorithms
9 23 (2.79%) Clustering
10 17 (2.07%) Replication
11 15 (1.82%) Fintech
12 14 (1.70%) BYOD
12 14 (1.70%) VHDL
13 13 (1.58%) Greenfield Project
14 12 (1.46%) CMDB
15 11 (1.34%) IVR
16 10 (1.22%) Fat Client
16 10 (1.22%) Thin Client
17 9 (1.09%) Social Network
Operating Systems
1 363 (44.11%) Windows
2 171 (20.78%) Linux
2 171 (20.78%) Windows Server
3 141 (17.13%) Unix
4 103 (12.52%) Windows Server 2008
5 101 (12.27%) Windows Server 2012
6 62 (7.53%) Windows Server 2003
7 42 (5.10%) Windows 10
8 41 (4.98%) Windows 7
9 28 (3.40%) Solaris
10 26 (3.16%) Mac OS X
10 26 (3.16%) Windows 8
11 22 (2.67%) Windows 2000
12 21 (2.55%) Android
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
1 218 (26.49%) ITIL
2 172 (20.90%) Web Filtering
3 157 (19.08%) Information Security
4 122 (14.82%) Email Filtering
5 115 (13.97%) Security Operations
6 95 (11.54%) Risk Management
7 93 (11.30%) Cybersecurity
8 85 (10.33%) SIEM
9 80 (9.72%) Incident Management
10 78 (9.48%) Agile Software Development
10 78 (9.48%) Patch Management
11 72 (8.75%) Project Management
12 64 (7.78%) Stakeholder Management
13 63 (7.65%) Disaster Recovery
13 63 (7.65%) Mentoring
14 60 (7.29%) Security Monitoring
15 59 (7.17%) Analytics
16 57 (6.93%) Vulnerability Assessment
17 52 (6.32%) Malware Detection/Protection
18 50 (6.08%) Change Management
Programming Languages
1 146 (17.74%) SQL
2 79 (9.60%) Python
3 78 (9.48%) Java
4 75 (9.11%) 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 13 (1.58%) 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
1 155 (18.83%) Cisco Certification
2 152 (18.47%) Degree
3 86 (10.45%) CISSP
4 76 (9.23%) CCNA
5 75 (9.11%) CCNP
6 70 (8.51%) CISM
7 68 (8.26%) Microsoft Certification
8 63 (7.65%) MCSE
9 53 (6.44%) CEH
10 45 (5.47%) Computer Science Degree
11 36 (4.37%) MCSA
12 34 (4.13%) Security Cleared
13 33 (4.01%) CISA
13 33 (4.01%) MCP
14 32 (3.89%) CCSP
14 32 (3.89%) GSEC
15 31 (3.77%) CompTIA Security+
15 31 (3.77%) Security+ Certification
16 29 (3.52%) SANS
16 29 (3.52%) SC Cleared
Quality Assurance & Compliance
1 64 (7.78%) SLA
2 53 (6.44%) ISO/IEC 27001
3 45 (5.47%) PCI DSS
4 18 (2.19%) 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 3 (0.36%) GPG13
11 2 (0.24%) COBIT
11 2 (0.24%) MiFID
11 2 (0.24%) SEPA
12 1 (0.12%) EMIR
12 1 (0.12%) GDPR
12 1 (0.12%) HMG Security Policy Framework
System Software
1 211 (25.64%) Active Directory
2 139 (16.89%) VMware Infrastructure
3 104 (12.64%) 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%) Microsoft Virtual Server
Systems Management
1 79 (9.60%) SCCM
2 46 (5.59%) Network Intrusion Detection System
3 42 (5.10%) Backup Exec
4 40 (4.86%) SCOM
5 31 (3.77%) Norton AntiVirus
6 23 (2.79%) WSUS
7 16 (1.94%) SolarWinds Orion
8 15 (1.82%) Puppet
9 14 (1.70%) Host Intrusion Detection System
10 13 (1.58%) SmoothWall
11 12 (1.46%) Nagios
12 11 (1.34%) Cacti
13 10 (1.22%) FortiGate
13 10 (1.22%) Microsoft Data Protection Manager
14 8 (0.97%) Terraform
15 7 (0.85%) AirWatch
15 7 (0.85%) Nessus
15 7 (0.85%) NetBackup
16 6 (0.73%) Cisco Prime
17 5 (0.61%) Ansible
Vendors
1 255 (30.98%) Microsoft
2 246 (29.89%) Cisco
3 168 (20.41%) VMware
4 113 (13.73%) CheckPoint
5 103 (12.52%) Palo Alto
6 100 (12.15%) Juniper
7 77 (9.36%) HP
8 74 (8.99%) Citrix
9 67 (8.14%) F5
10 47 (5.71%) Blue Coat
10 47 (5.71%) 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
Frome, Somerset
Premier Group Recruitment
Salary: £20000 - £25000 per annum + Pension, Bonus, Healthcare
Posted: 15 hours ago
Slough, Berkshire
Telefonica
Posted: 20 hours ago
Flintshire
Network ITR
Salary: £30000 - £35000 per annum
Posted: 18 hours ago
Central London / West End
Latcom Ltd
Salary: Unspecified - £Excellent Rates
Posted: 16 hours ago
Leatherhead, Surrey
Webrecruit
Salary: £35,000 per annum
Posted: Yesterday
London
CV Screen Ltd
Salary: £28k - 30k per year + benefits and progression
Posted: 2 days ago
London
Verticality Ltd
Salary: £50000 - £65000 per annum, Benefits Bonus 7.5% Pension - Usual Bens
Posted: Yesterday
Southampton
aap3
Salary: £30000 - £35000 per annum + benefits
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: 3 days ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: Yesterday
Warrington, Cheshire
Greywood Associates Limited
Salary: £28000 - £32000 per annum + bens
Posted: 6 days ago
North West London
Jonothan Bosworth
Salary: £40000 - £50000 Per Annum
Posted: 6 days ago
London
Hays London City Cheapside
Posted: 7 days ago
London
Computer Futures
Salary: £50000 - £65000 per annum + competitive
Posted: 7 days ago
Coventry, West Midlands (County)
Millshill Recruitment Ltd
Salary: £65000 per annum + Bens
Posted: 5 days ago
Luton
Interquest - IQ Tech
Salary: £18000 - £25000 per annum + Benefits
Posted: 9 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £45,000 per annum + 7.5%
Posted: 5 days ago
North West
Ampersand Consulting
Salary: £65000 per annum + £6500 CAR, BONUS, BENEFITS
Posted: 4 days ago
Alton, Hampshire
Treloars
Salary: From £25,000 to £28,000 per annum
Posted: 8 days ago
Bromley
Hays London City Cheapside
Salary: £60000 - £65000 per annum + Benefits
Posted: 15 days ago
Templecombe
Thales
Posted: 2 days ago
London
Metapack
Posted: 8 days ago
Shoreham-By-Sea
Bluetown Online LTD
Posted: 9 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 4 days ago
Pontefract
Hays Specialist Recruitment
Salary: £25000.00 - £32000.00 per annum + Benefits
Posted: 18 days ago
Abingdon, Oxfordshire
RM plc
Salary: £15000 per annum + benefits
Posted: 14 days ago
City of London
IQ Public Sector
Salary: £40000 - £45000 per annum + Negotiable
Posted: 15 days ago
London
FRG Technology Consulting
Salary: £50000 - £60000 per annum
Posted: 12 days ago
Nottingham
Prospectus
Salary: £25000 per annum
Posted: 12 days ago
West London
Mint
Salary: £35000 - £40000 per annum + Excellent
Posted: 21 days ago