Period
to 22 September 2018

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 22 September 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK > England
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 545 566 549
Rank change year-on-year +21 -17 +63
Permanent jobs citing Kalman Filter 748 776 875
As % of all permanent IT jobs advertised in England 0.48% 0.47% 0.48%
As % of the Processes & Methodologies category 0.53% 0.51% 0.53%
Number of salaries quoted 618 611 722
England median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% -5.56%
10th Percentile £27,500 £26,750 £24,525
90th Percentile £78,750 £77,500 £72,500
UK median annual salary £48,500 £47,500 £42,500
% change year-on-year +2.11% +11.76% -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 141,408 151,885 166,394
As % of all permanent IT jobs advertised in England 91.07% 91.54% 90.91%
Number of salaries quoted 113,406 120,758 140,303
England median annual salary £50,100 £50,000 £50,000
Median salary % change year-on-year +0.20% - +5.26%
10th Percentile £29,750 £28,500 £27,750
90th Percentile £83,750 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 22 September 2018.

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 22 September 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
London +28 350 £60,000 +9.09% 35
South East -30 136 £55,000 +22.22% 45
North of England +23 112 £42,500 +18.88% 35
East of England +73 101 £37,500 -11.76% 14
North West +23 75 £45,000 +15.38% 6
Yorkshire +19 31 £35,000 +18.64% 24
Midlands +14 27 £57,500 +64.29% 11
South West +8 27 £46,250 +32.14% 12
West Midlands +31 25 £57,500 +64.29% 6
North East -11 6 £27,125 -27.67% 5
East Midlands -10 2 £39,000 -2.50% 5
Kalman Filter
UK

For the 6 months to 22 September 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 England region with a requirement for Kalman Filter.

1 369 (49.33%) Firewall
2 259 (34.63%) Cisco
3 258 (34.49%) Web Filtering
4 235 (31.42%) Microsoft
5 232 (31.02%) Windows
6 199 (26.60%) Active Directory
7 183 (24.47%) WAN
8 182 (24.33%) Finance
9 176 (23.53%) LAN
10 161 (21.52%) Cisco Certification
11 159 (21.26%) DNS
12 154 (20.59%) VMware
13 152 (20.32%) Problem-Solving
14 151 (20.19%) SIEM
15 145 (19.39%) TCP/IP
16 143 (19.12%) Intrusion Detection
17 138 (18.45%) VPN
18 132 (17.65%) Linux
19 130 (17.38%) ITIL
19 130 (17.38%) Network Security
20 123 (16.44%) CCNP
20 123 (16.44%) Wireless
21 115 (15.37%) Information Security
22 114 (15.24%) VMware Infrastructure
22 114 (15.24%) Office 365
23 111 (14.84%) DHCP
24 108 (14.44%) Windows Server
25 106 (14.17%) Agile Software Development
26 105 (14.04%) CISSP
27 104 (13.90%) MS Exchange

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
1 104 (13.90%) MS Exchange
2 64 (8.56%) SharePoint
3 59 (7.89%) Exchange Server 2010
4 48 (6.42%) Exchange Server 2013
5 43 (5.75%) Skype for Business
6 30 (4.01%) Exchange Server 2007
7 29 (3.88%) Exchange Server 2003
8 19 (2.54%) Blackberry Enterprise Server
9 17 (2.27%) IIS
10 14 (1.87%) Apache Spark
10 14 (1.87%) JBoss
11 10 (1.34%) Apache Pig
12 8 (1.07%) Exchange Server 2000
12 8 (1.07%) Office Communications Server
13 6 (0.80%) Apache
14 5 (0.67%) SAS
14 5 (0.67%) WordPress
15 4 (0.53%) SharePoint Server
16 3 (0.40%) CMS
16 3 (0.40%) Elasticsearch
Applications
1 62 (8.29%) Microsoft Office
2 39 (5.21%) MS Visio
3 35 (4.68%) Microsoft PowerPoint
4 32 (4.28%) Microsoft Excel
5 10 (1.34%) GNU Octave
6 5 (0.67%) Simulink
7 2 (0.27%) Spreadsheet
8 1 (0.13%) InVision
8 1 (0.13%) Microsoft Project
8 1 (0.13%) OmniGraffle
8 1 (0.13%) Photoshop
Business Applications
1 13 (1.74%) Actimize
2 4 (0.53%) Dynamics CRM
2 4 (0.53%) Dynamics NAV
2 4 (0.53%) Elite 3E
2 4 (0.53%) Global One
2 4 (0.53%) Remedy ITSM
3 2 (0.27%) Cognos Business Intelligence
Cloud Services
1 114 (15.24%) Office 365
2 90 (12.03%) Microsoft Azure
3 87 (11.63%) Amazon AWS
4 36 (4.81%) Mimecast
5 18 (2.41%) Azure Active Directory
6 16 (2.14%) GitHub
7 10 (1.34%) Slack
8 7 (0.94%) G Suite
9 6 (0.80%) SaaS
9 6 (0.80%) Serverless
10 5 (0.67%) AWS Lambda
10 5 (0.67%) Google Cloud Platform
11 4 (0.53%) Amazon EC2
11 4 (0.53%) Amazon S3
11 4 (0.53%) AWS CloudTrail
11 4 (0.53%) Cloud Computing
11 4 (0.53%) npm
11 4 (0.53%) Route 53
11 4 (0.53%) Virtual Private Cloud
11 4 (0.53%) Zapier
Communications & Networking
1 369 (49.33%) Firewall
2 183 (24.47%) WAN
3 176 (23.53%) LAN
4 159 (21.26%) DNS
5 145 (19.39%) TCP/IP
6 143 (19.12%) Intrusion Detection
7 138 (18.45%) VPN
8 130 (17.38%) Network Security
9 123 (16.44%) Wireless
10 111 (14.84%) DHCP
11 80 (10.70%) OSPF
12 78 (10.43%) Wireshark
13 76 (10.16%) Cisco ASA
14 60 (8.02%) Wi-Fi
15 56 (7.49%) MPLS
16 55 (7.35%) Cisco Nexus
17 51 (6.82%) VoIP
18 50 (6.68%) BGP
19 47 (6.28%) IPsec
19 47 (6.28%) VLAN
Database & Business Intelligence
1 44 (5.88%) SQL Server
2 28 (3.74%) Big Data
3 18 (2.41%) Relational Database
4 16 (2.14%) Amazon RDS
4 16 (2.14%) SQL Server 2005
5 15 (2.01%) MongoDB
5 15 (2.01%) MySQL
6 14 (1.87%) Amazon DynamoDB
7 13 (1.74%) SQL Server 2008
8 12 (1.60%) Apache Hive
9 10 (1.34%) Impala
10 8 (1.07%) Data Warehouse
10 8 (1.07%) Oracle Database
11 7 (0.94%) Hadoop
12 6 (0.80%) Data Mining
12 6 (0.80%) Redis
12 6 (0.80%) SQL Server 2016
12 6 (0.80%) Text Mining
13 5 (0.67%) Data Mart
13 5 (0.67%) OLAP
Development Applications
1 41 (5.48%) Jenkins
2 27 (3.61%) Ant
3 24 (3.21%) Maven
4 23 (3.07%) Gradle
4 23 (3.07%) Visual Studio Team System
5 17 (2.27%) Selenium
6 15 (2.01%) Visual Studio
7 14 (1.87%) CMake
8 12 (1.60%) JIRA
9 11 (1.47%) Git (software)
9 11 (1.47%) VSS/SourceSafe
10 5 (0.67%) ProC
10 5 (0.67%) PVCS
10 5 (0.67%) Vagrant
10 5 (0.67%) webpack
11 4 (0.53%) gulp
11 4 (0.53%) PHPUnit
11 4 (0.53%) Visual Composer
12 3 (0.40%) Cucumber
12 3 (0.40%) YouTrack
General
1 182 (24.33%) Finance
2 89 (11.90%) Retail
3 32 (4.28%) Telecoms
4 31 (4.14%) Games
5 30 (4.01%) Financial Institution
6 28 (3.74%) Banking
7 23 (3.07%) Legal
8 17 (2.27%) Marketing
9 16 (2.14%) Electronics
10 14 (1.87%) Back Office
10 14 (1.87%) Manufacturing
11 10 (1.34%) Law
12 5 (0.67%) Advertising
12 5 (0.67%) Corporate Banking
13 4 (0.53%) Automotive
13 4 (0.53%) Local Government
13 4 (0.53%) Publishing
14 2 (0.27%) Front Office
14 2 (0.27%) Investment Banking
15 1 (0.13%) Aerospace
Job Titles
1 195 (26.07%) Analyst
2 90 (12.03%) Network Engineer
3 83 (11.10%) Security Engineer
4 68 (9.09%) Security Analyst
5 52 (6.95%) Developer
6 49 (6.55%) Senior Security Engineer
6 49 (6.55%) Support Engineer
7 40 (5.35%) Architect
7 40 (5.35%) SOC Analyst
8 39 (5.21%) Network Security Engineer
9 33 (4.41%) Senior Network Engineer
10 31 (4.14%) 3rd Line Engineer
10 31 (4.14%) Infrastructure Engineer
10 31 (4.14%) IT Analyst
10 31 (4.14%) IT Engineer
11 30 (4.01%) Support Analyst
12 29 (3.88%) Data Analyst
12 29 (3.88%) IT Support
13 28 (3.74%) SOC Engineer
14 27 (3.61%) 3rd Line Support
Libraries, Frameworks & Software Standards
1 31 (4.14%) .NET
2 26 (3.48%) Natural Language Processing
3 23 (3.07%) Web Services
4 21 (2.81%) HTML
4 21 (2.81%) LDAP
5 17 (2.27%) OpenCV
5 17 (2.27%) Spring
6 16 (2.14%) CSS
7 14 (1.87%) Boost C++ Libraries
7 14 (1.87%) Qt
7 14 (1.87%) ZeroMQ
8 13 (1.74%) REST
9 12 (1.60%) NumPy
10 11 (1.47%) Pandas
10 11 (1.47%) SAML
11 10 (1.34%) jQuery
12 9 (1.20%) WSH
13 8 (1.07%) Sass
14 7 (0.94%) D3.js
15 6 (0.80%) RESTful
Miscellaneous
1 99 (13.24%) Analytical Skills
2 85 (11.36%) Data Centre
3 80 (10.70%) Computer Science
4 72 (9.63%) Self-Motivation
5 68 (9.09%) Management Information System
6 55 (7.35%) Algorithms
7 37 (4.95%) Cyberthreat
8 29 (3.88%) Cyber Kill Chain
9 28 (3.74%) Data Protection Act
10 26 (3.48%) Distributed Denial-of-Service
11 22 (2.94%) Enterprise Software
12 21 (2.81%) Video Conferencing
13 20 (2.67%) Blackberry
14 18 (2.41%) Fintech
15 17 (2.27%) CUDA
15 17 (2.27%) Hedge funds
16 16 (2.14%) Cyberattack
16 16 (2.14%) Data Structures
16 16 (2.14%) Smart Meter
17 10 (1.34%) Driving Licence
Operating Systems
1 232 (31.02%) Windows
2 132 (17.65%) Linux
3 108 (14.44%) Windows Server
4 78 (10.43%) Windows Server 2012
5 69 (9.22%) Windows Server 2008
6 57 (7.62%) Windows 7
7 55 (7.35%) Windows 10
8 44 (5.88%) Windows Server 2003
9 22 (2.94%) Unix
10 21 (2.81%) Mac OS X
11 16 (2.14%) Windows 8
12 15 (2.01%) Solaris
13 13 (1.74%) pSOS
14 12 (1.60%) Android
15 10 (1.34%) AIX
16 8 (1.07%) Mac OS
16 8 (1.07%) Windows 2000 Server
17 7 (0.94%) Apple iOS
18 6 (0.80%) Ubuntu
19 4 (0.53%) Red Hat Enterprise Linux
Processes & Methodologies
1 258 (34.49%) Web Filtering
2 152 (20.32%) Problem-Solving
3 151 (20.19%) SIEM
4 130 (17.38%) ITIL
5 115 (15.37%) Information Security
6 106 (14.17%) Agile Software Development
7 100 (13.37%) Cybersecurity
8 92 (12.30%) Analytics
9 68 (9.09%) Email Filtering
10 62 (8.29%) Network Monitoring
11 59 (7.89%) Vulnerability Assessment
12 58 (7.75%) Project Management
13 57 (7.62%) Patch Management
14 56 (7.49%) Machine Learning
15 53 (7.09%) Security Operations
16 52 (6.95%) Software Engineering
17 51 (6.82%) Mentoring
18 50 (6.68%) DevOps
19 49 (6.55%) Data Loss Prevention
19 49 (6.55%) Risk Management
Programming Languages
1 83 (11.10%) Python
2 79 (10.56%) SQL
3 70 (9.36%) Java
4 60 (8.02%) C++
5 43 (5.75%) Bash Shell
6 39 (5.21%) C
7 34 (4.55%) PowerShell
8 25 (3.34%) Ruby
9 22 (2.94%) JavaScript
10 21 (2.81%) Perl
11 19 (2.54%) MATLAB
12 15 (2.01%) C#
13 14 (1.87%) Shell Script
14 13 (1.74%) R
15 11 (1.47%) PHP
16 10 (1.34%) Scala
17 9 (1.20%) VB
18 8 (1.07%) VBScript
19 7 (0.94%) T-SQL
20 6 (0.80%) Groovy
Qualifications
1 161 (21.52%) Cisco Certification
2 123 (16.44%) CCNP
3 105 (14.04%) CISSP
4 100 (13.37%) Degree
5 88 (11.76%) CCNA
6 66 (8.82%) Microsoft Certification
7 53 (7.09%) MCSE
8 48 (6.42%) CCIE
9 43 (5.75%) SANS
10 39 (5.21%) SSCP
11 35 (4.68%) VMware Certified Professional (VCP)
12 30 (4.01%) CEH
12 30 (4.01%) CISM
13 29 (3.88%) CCSP
13 29 (3.88%) CSSLP
13 29 (3.88%) GCWN
13 29 (3.88%) ISSAP
13 29 (3.88%) ISSEP
13 29 (3.88%) RHCA
13 29 (3.88%) RHCE
Quality Assurance & Compliance
1 66 (8.82%) PCI DSS
2 50 (6.68%) ISO/IEC 27001
3 28 (3.74%) SLA
4 21 (2.81%) PMO
5 20 (2.67%) GDPR
6 15 (2.01%) QA
7 9 (1.20%) Cyber Essentials
8 6 (0.80%) PMBOK
9 4 (0.53%) GPG13
9 4 (0.53%) MiFID
10 3 (0.40%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.27%) ISO 22301
12 1 (0.13%) COBIT
12 1 (0.13%) Cyber Essentials PLUS
12 1 (0.13%) ISO/IEC 20000
12 1 (0.13%) ISO/IEC 27005
System Software
1 199 (26.60%) Active Directory
2 114 (15.24%) VMware Infrastructure
3 87 (11.63%) Hyper-V
4 28 (3.74%) Docker
5 24 (3.21%) XenApp
6 23 (3.07%) VMware ESXi
7 14 (1.87%) Firmware
8 11 (1.47%) XenServer
9 9 (1.20%) MetaFrame
10 6 (0.80%) VMware Workstation
11 5 (0.67%) vSphere
12 4 (0.53%) DFS Replication
12 4 (0.53%) NFS
12 4 (0.53%) Virtual Servers
13 3 (0.40%) XenDesktop
14 2 (0.27%) HDFS
14 2 (0.27%) iptables
14 2 (0.27%) Samba
15 1 (0.13%) Terminal Server
15 1 (0.13%) VMware Server
Systems Management
1 42 (5.61%) SCCM
2 38 (5.08%) Backup Exec
3 29 (3.88%) RSA Security Analytics
4 27 (3.61%) Norton AntiVirus
5 25 (3.34%) Cisco CUCM
6 24 (3.21%) Ansible
6 24 (3.21%) Puppet
7 22 (2.94%) Cisco Prime
8 17 (2.27%) Stealthwatch
9 15 (2.01%) Single Sign-On
10 14 (1.87%) Nessus
11 11 (1.47%) Cisco UCCX
11 11 (1.47%) TrustSec
11 11 (1.47%) ZABBIX
12 10 (1.34%) WSUS
13 9 (1.20%) CASB
13 9 (1.20%) FortiGate
14 8 (1.07%) Symantec Enterprise Vault
15 6 (0.80%) QRadar
15 6 (0.80%) SmoothWall
Vendors
1 259 (34.63%) Cisco
2 235 (31.42%) Microsoft
3 154 (20.59%) VMware
4 90 (12.03%) Symantec
5 81 (10.83%) SolarWinds
6 79 (10.56%) Citrix
7 77 (10.29%) CheckPoint
8 73 (9.76%) HP
9 55 (7.35%) F5
10 52 (6.95%) Dell
11 44 (5.88%) Splunk
12 36 (4.81%) Red Hat
13 27 (3.61%) NetApp
14 26 (3.48%) Juniper
14 26 (3.48%) Palo Alto
15 25 (3.34%) Apple
15 25 (3.34%) Zscaler
16 24 (3.21%) EMC
17 23 (3.07%) Forcepoint
17 23 (3.07%) Veeam