Period
to 16 December 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 16 December 2017 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK > England
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 542 543 588
Rank change year-on-year +1 +45 -13
Permanent jobs citing Kalman Filter 824 819 902
As % of all permanent IT jobs advertised in England 0.49% 0.47% 0.45%
As % of the Processes & Methodologies category 0.55% 0.52% 0.50%
Number of salaries quoted 666 672 754
England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,125 £26,750 £25,500
90th Percentile £71,875 £74,875 £75,000
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 150110 156499 179795
As % of all permanent IT jobs advertised in England 89.94% 89.48% 88.88%
Number of salaries quoted 119924 130849 150343
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £28,500 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,750 £47,500
% change year-on-year +0.50% +4.74% +5.56%

Kalman Filter
Job Vacancy Trend in England

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

Job vacancy trend for Kalman Filter in England

Kalman Filter
Salary Trend in England

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

Salary trend for Kalman Filter in England

Kalman Filter
Salary Histogram in England

The salary distribution of IT jobs citing Kalman Filter in England over the 6 months to 16 December 2017.

Salary histogram for Kalman Filter in England

Kalman Filter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the England region over the 6 months to 16 December 2017. 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
London +16 371 £55,000 -1.79% 26
South East +6 175 £52,500 +9.38% 5
North of England +27 131 £36,500 +4.29% 16
East of England +35 73 £45,000 +12.50% 5
North West +28 67 £35,000 -6.04% 9
Yorkshire +26 58 £37,500 +7.14% 7
Midlands +55 41 £44,500 +40.16% 7
South West -7 36 £35,000 -12.50% 6
West Midlands +28 28 £44,000 +37.50% 5
East Midlands +27 13 £44,500 +58.93% 2
North East -6 6 £48,500 +64.41%
Kalman Filter
UK

For the 6 months to 16 December 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 across the England region with a requirement for Kalman Filter.

1 336 (40.78%) Firewall
2 289 (35.07%) Windows
3 250 (30.34%) Microsoft
4 218 (26.46%) Active Directory
5 215 (26.09%) DNS
6 194 (23.54%) Cisco
7 193 (23.42%) Degree
8 190 (23.06%) Web Filtering
9 169 (20.51%) ITIL
10 167 (20.27%) SQL
11 164 (19.90%) Finance
12 163 (19.78%) DHCP
13 157 (19.05%) TCP/IP
14 152 (18.45%) Linux
15 147 (17.84%) Windows Server
16 141 (17.11%) VPN
17 135 (16.38%) WAN
18 134 (16.26%) Cisco Certification
19 133 (16.14%) VMware
20 130 (15.78%) Information Security
21 127 (15.41%) Network Security
22 125 (15.17%) Computer Science
23 121 (14.68%) VMware Infrastructure
23 121 (14.68%) Email Filtering
24 118 (14.32%) Office 365
25 114 (13.83%) MS Exchange
26 112 (13.59%) LAN
27 111 (13.47%) Python
28 108 (13.11%) Unix
29 106 (12.86%) SIEM

Kalman Filter
Co-occurring IT Skills in England 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
1 114 (13.83%) MS Exchange
2 69 (8.37%) Skype for Business
3 60 (7.28%) Exchange Server 2010
4 43 (5.22%) Exchange Server 2013
5 33 (4.00%) SharePoint
6 24 (2.91%) IIS
7 23 (2.79%) WordPress
8 21 (2.55%) SAS
9 17 (2.06%) Apache
9 17 (2.06%) Tomcat
10 15 (1.82%) Exchange Server 2007
11 14 (1.70%) Exchange Server 2003
12 13 (1.58%) Apache Spark
13 11 (1.33%) CMS
14 9 (1.09%) Oracle Coherence
15 6 (0.73%) Apache Pig
15 6 (0.73%) MQSeries
16 4 (0.49%) Blackberry Enterprise Server
16 4 (0.49%) SharePoint 2013
17 3 (0.36%) nginx
Applications
1 40 (4.85%) Microsoft Office
2 16 (1.94%) Microsoft Excel
3 15 (1.82%) Photoshop
4 13 (1.58%) Adobe Creative Suite
4 13 (1.58%) MS Visio
5 12 (1.46%) Microsoft PowerPoint
5 12 (1.46%) SPSS
6 4 (0.49%) GNU Octave
7 2 (0.24%) Mathematica
7 2 (0.24%) OrCAD
7 2 (0.24%) Spreadsheet
8 1 (0.12%) Simulink
Business Applications
1 20 (2.43%) Actimize
2 4 (0.49%) Remedy ITSM
3 3 (0.36%) Dynamics CRM
4 2 (0.24%) Maximo
5 1 (0.12%) Capstone
5 1 (0.12%) Oracle ERP
5 1 (0.12%) Orchard Housing
5 1 (0.12%) Payment Gateway
5 1 (0.12%) Sentinel
Cloud Services
1 118 (14.32%) Office 365
2 101 (12.26%) Microsoft Azure
3 78 (9.47%) Amazon AWS
4 37 (4.49%) SaaS
5 33 (4.00%) IaaS
6 30 (3.64%) Mimecast
7 26 (3.16%) Virtual Private Cloud
8 19 (2.31%) AWS CloudFormation
9 11 (1.33%) PaaS
10 9 (1.09%) Cloudflare
10 9 (1.09%) OneDrive
11 8 (0.97%) Cloud Computing
11 8 (0.97%) G Suite
12 7 (0.85%) Azure Active Directory
13 6 (0.73%) GitHub
14 4 (0.49%) Google Analytics
15 3 (0.36%) Silverpop
16 2 (0.24%) Heroku
16 2 (0.24%) Responsys
17 1 (0.12%) Amazon EC2
Communications & Networking
1 336 (40.78%) Firewall
2 215 (26.09%) DNS
3 163 (19.78%) DHCP
4 157 (19.05%) TCP/IP
5 141 (17.11%) VPN
6 135 (16.38%) WAN
7 127 (15.41%) Network Security
8 112 (13.59%) LAN
9 83 (10.07%) Cisco ASA
10 80 (9.71%) Intrusion Detection
10 80 (9.71%) VoIP
11 78 (9.47%) SAN
12 71 (8.62%) Internet
13 66 (8.01%) Ethernet
14 61 (7.40%) Wireless
15 59 (7.16%) MPLS
16 52 (6.31%) BGP
16 52 (6.31%) OSPF
16 52 (6.31%) SSL
17 47 (5.70%) Cisco Nexus
Database & Business Intelligence
1 77 (9.34%) SQL Server
2 62 (7.52%) MySQL
3 30 (3.64%) PostgreSQL
4 21 (2.55%) Big Data
4 21 (2.55%) Relational Database
5 20 (2.43%) SQL Server 2005
6 17 (2.06%) Data Mining
7 16 (1.94%) Amazon RDS
8 15 (1.82%) InfluxDB
9 14 (1.70%) SQL Server 2008
10 13 (1.58%) DB2
11 11 (1.33%) Hadoop
11 11 (1.33%) MongoDB
11 11 (1.33%) Oracle Database
11 11 (1.33%) SQL Server 2016
12 10 (1.21%) Apache Hive
12 10 (1.21%) RDBMS
13 9 (1.09%) Data Warehouse
13 9 (1.09%) Text Mining
14 8 (0.97%) SQL Server 2014
Development Applications
1 42 (5.10%) Git (software)
2 22 (2.67%) Sonatype Nexus
3 17 (2.06%) Grunt
3 17 (2.06%) Selenium
4 15 (1.82%) Bitbucket
5 14 (1.70%) Jasmine
5 14 (1.70%) Protractor
5 14 (1.70%) WebDriver
6 11 (1.33%) Metasploit
7 6 (0.73%) MSI
7 6 (0.73%) ProC
8 5 (0.61%) Visual Studio
9 4 (0.49%) Eclipse
9 4 (0.49%) Jenkins
9 4 (0.49%) JIRA
9 4 (0.49%) Xcode
10 3 (0.36%) gulp
10 3 (0.36%) JUnit
10 3 (0.36%) Maven
11 2 (0.24%) Subversion
General
1 164 (19.90%) Finance
2 68 (8.25%) Telecoms
3 43 (5.22%) Banking
4 32 (3.88%) Marketing
5 28 (3.40%) Electronics
6 24 (2.91%) Retail
7 22 (2.67%) Manufacturing
8 17 (2.06%) Law
9 12 (1.46%) Games
10 11 (1.33%) Legal
11 8 (0.97%) Back Office
11 8 (0.97%) Publishing
12 7 (0.85%) Investment Banking
13 6 (0.73%) Advertising
14 5 (0.61%) Dutch Language
15 4 (0.49%) Financial Institution
15 4 (0.49%) Spanish Language
16 2 (0.24%) Automotive
16 2 (0.24%) Front Office
16 2 (0.24%) Local Government
Job Titles
1 160 (19.42%) Analyst
2 94 (11.41%) Network Engineer
3 87 (10.56%) Infrastructure Engineer
4 84 (10.19%) Security Engineer
5 81 (9.83%) Developer
6 64 (7.77%) Security Analyst
6 64 (7.77%) Support Engineer
7 47 (5.70%) IT Engineer
8 40 (4.85%) 3rd Line Engineer
9 39 (4.73%) Senior Network Engineer
10 38 (4.61%) Architect
10 38 (4.61%) IT Support
11 37 (4.49%) Data Analyst
11 37 (4.49%) Network Security Engineer
12 36 (4.37%) IT Analyst
12 36 (4.37%) Systems Engineer
13 27 (3.28%) Support Analyst
14 26 (3.16%) 3rd Line Infrastructure Engineer
14 26 (3.16%) 3rd Line Support
14 26 (3.16%) Data Scientist
Libraries, Frameworks & Software Standards
1 46 (5.58%) Web Services
2 43 (5.22%) HTML
3 34 (4.13%) HTML5
4 26 (3.16%) AngularJS
5 24 (2.91%) Natural Language Processing
6 22 (2.67%) CSS
6 22 (2.67%) LAMP
6 22 (2.67%) STL
7 19 (2.31%) jQuery
7 19 (2.31%) JSON
8 18 (2.18%) Twitter Bootstrap
9 17 (2.06%) CSS3
9 17 (2.06%) Middleware
10 16 (1.94%) REST
11 14 (1.70%) .NET
11 14 (1.70%) Angular 2
11 14 (1.70%) Sass
12 9 (1.09%) J2EE
12 9 (1.09%) WPF
13 8 (0.97%) JSP
Miscellaneous
1 125 (15.17%) Computer Science
2 92 (11.17%) Analytical Skills
3 90 (10.92%) Management Information System
4 47 (5.70%) PKI
5 44 (5.34%) Algorithms
5 44 (5.34%) Data Centre
6 28 (3.40%) Fintech
7 24 (2.91%) Cyberthreat
8 22 (2.67%) Video Conferencing
9 21 (2.55%) Security Operations Centre
10 19 (2.31%) Distributed Denial-of-Service
10 19 (2.31%) Replication
10 19 (2.31%) User Experience
11 17 (2.06%) Clustering
11 17 (2.06%) Driving Licence
12 14 (1.70%) BYOD
13 12 (1.46%) Data Structures
14 11 (1.33%) Client/Server
15 9 (1.09%) Blackberry
15 9 (1.09%) Data Protection Act
Operating Systems
1 289 (35.07%) Windows
2 152 (18.45%) Linux
3 147 (17.84%) Windows Server
4 108 (13.11%) Unix
5 84 (10.19%) Windows Server 2012
6 77 (9.34%) Windows Server 2008
7 44 (5.34%) Windows 10
8 41 (4.98%) Windows 7
9 31 (3.76%) Windows 8
10 27 (3.28%) CentOS
11 26 (3.16%) Windows Server 2003
12 25 (3.03%) Mac OS X
13 23 (2.79%) Solaris
14 13 (1.58%) Windows 2000 Server
15 11 (1.33%) AIX
16 10 (1.21%) Android
17 7 (0.85%) Debian
17 7 (0.85%) Kali Linux
17 7 (0.85%) SUSE
17 7 (0.85%) Windows XP
Processes & Methodologies
1 190 (23.06%) Web Filtering
2 169 (20.51%) ITIL
3 130 (15.78%) Information Security
4 121 (14.68%) Email Filtering
5 106 (12.86%) SIEM
6 92 (11.17%) Patch Management
7 84 (10.19%) Agile Software Development
8 81 (9.83%) Security Operations
9 79 (9.59%) Project Management
10 76 (9.22%) Cybersecurity
11 65 (7.89%) Penetration Testing
12 62 (7.52%) Analytics
13 61 (7.40%) Network Monitoring
14 59 (7.16%) Disaster Recovery
15 56 (6.80%) Change Management
16 55 (6.67%) Mentoring
17 51 (6.19%) Configuration Management
18 50 (6.07%) Software Engineering
19 48 (5.83%) Vulnerability Management
20 47 (5.70%) Machine Learning
Programming Languages
1 167 (20.27%) SQL
2 111 (13.47%) Python
3 90 (10.92%) Java
4 79 (9.59%) C++
5 57 (6.92%) C
6 51 (6.19%) PowerShell
7 50 (6.07%) Perl
8 45 (5.46%) JavaScript
9 44 (5.34%) Ruby
10 33 (4.00%) PHP
11 22 (2.67%) Bash Shell
11 22 (2.67%) MATLAB
12 20 (2.43%) C#
13 19 (2.31%) R
14 14 (1.70%) TypeScript
15 13 (1.58%) Shell Script
16 12 (1.46%) Scala
17 11 (1.33%) VBA
18 10 (1.21%) Assembly Language
18 10 (1.21%) VBScript
Qualifications
1 193 (23.42%) Degree
2 134 (16.26%) Cisco Certification
3 98 (11.89%) CISSP
4 94 (11.41%) CCNA
5 75 (9.10%) Microsoft Certification
6 50 (6.07%) CISM
7 47 (5.70%) CEH
7 47 (5.70%) MCSE
8 45 (5.46%) CCNP
9 44 (5.34%) Computer Science Degree
10 37 (4.49%) CISA
11 32 (3.88%) MCSA
12 30 (3.64%) Security Cleared
13 29 (3.52%) MCITP
14 28 (3.40%) SANS
15 26 (3.16%) SSCP
16 24 (2.91%) SC Cleared
17 21 (2.55%) MCP
18 17 (2.06%) GIAC
19 16 (1.94%) CISMP
Quality Assurance & Compliance
1 78 (9.47%) ISO/IEC 27001
2 43 (5.22%) SLA
3 41 (4.98%) PCI DSS
4 34 (4.13%) GDPR
5 18 (2.18%) Cyber Essentials
6 14 (1.70%) PMO
7 11 (1.33%) Data Quality
8 9 (1.09%) Cyber Essentials PLUS
9 7 (0.85%) ISO 9001
9 7 (0.85%) QA
10 6 (0.73%) SEPA
11 5 (0.61%) ISO 31000
11 5 (0.61%) ISO/IEC 20000
12 4 (0.49%) COBIT
13 2 (0.24%) ISO 22301
14 1 (0.12%) ISO/IEC 27005
14 1 (0.12%) NIST 800
System Software
1 218 (26.46%) Active Directory
2 121 (14.68%) VMware Infrastructure
3 95 (11.53%) Hyper-V
4 47 (5.70%) VMware ESXi
5 36 (4.37%) iptables
6 26 (3.16%) XenApp
7 23 (2.79%) Virtual Servers
8 17 (2.06%) vSphere
9 13 (1.58%) Samba
10 8 (0.97%) Virtual Desktop
11 6 (0.73%) Firmware
11 6 (0.73%) Microsoft App-V
12 5 (0.61%) XenDesktop
13 4 (0.49%) Job Entry Subsystem
13 4 (0.49%) Snort
13 4 (0.49%) VMware Workstation
14 3 (0.36%) FreeRADIUS
14 3 (0.36%) Microsoft Virtual Server
14 3 (0.36%) Virtual Machines
14 3 (0.36%) VMware Server
Systems Management
1 48 (5.83%) SCCM
2 47 (5.70%) Nagios
3 41 (4.98%) Puppet
4 39 (4.73%) SCOM
5 36 (4.37%) Cacti
6 26 (3.16%) Backup Exec
7 23 (2.79%) Opscode Chef
7 23 (2.79%) SELinux
8 22 (2.67%) Ansible
8 22 (2.67%) Salt
9 20 (2.43%) Grafana
9 20 (2.43%) Icinga
10 19 (2.31%) Nessus
10 19 (2.31%) Terraform
11 16 (1.94%) Norton AntiVirus
12 15 (1.82%) SolarWinds Orion
13 13 (1.58%) FortiGate
13 13 (1.58%) Oracle ZFS
13 13 (1.58%) Red Hat Satellite
14 11 (1.33%) vCenter Server
Vendors
1 250 (30.34%) Microsoft
2 194 (23.54%) Cisco
3 133 (16.14%) VMware
4 87 (10.56%) Oracle
5 75 (9.10%) Citrix
6 69 (8.37%) Juniper
7 67 (8.13%) Palo Alto
8 61 (7.40%) HP
9 44 (5.34%) Avaya
10 42 (5.10%) Red Hat
11 41 (4.98%) SolarWinds
12 38 (4.61%) Dell
13 37 (4.49%) NetApp
14 36 (4.37%) F5
15 32 (3.88%) Veeam
16 28 (3.40%) CheckPoint
16 28 (3.40%) Forcepoint
16 28 (3.40%) Sophos
17 22 (2.67%) EMC
18 21 (2.55%) Brocade