Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK > England
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 565 570 570
Rank change year-on-year +5 0 +45
Permanent jobs citing Kalman Filter 731 774 869
As % of all permanent IT jobs advertised in England 0.44% 0.46% 0.45%
As % of the Processes & Methodologies category 0.49% 0.51% 0.50%
Number of salaries quoted 613 593 697
England median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% -5.56%
10th Percentile £25,750 £27,300 £23,500
90th Percentile £77,250 £80,000 £73,750
UK median annual salary £47,500 £48,500 £40,250
% change year-on-year -2.06% +20.50% -10.56%

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 149,061 151,507 172,398
As % of all permanent IT jobs advertised in England 90.67% 90.67% 90.04%
Number of salaries quoted 119,997 123,028 145,152
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% -

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 July 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 16 July 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 -21 315 £52,500 -12.50% 24
South East -45 174 £55,000 +23.60% 22
North of England +67 131 £40,500 +20.90% 24
North West +34 75 £44,000 +12.82% 10
East of England +46 71 £44,000 +35.38% 14
Yorkshire +37 51 £35,000 +22.81% 11
South West -8 28 £47,500 +30.85% 8
Midlands -21 23 £40,000 +14.29% 9
West Midlands +4 16 £32,000 -4.48% 5
East Midlands -14 7 £65,000 +62.50% 4
North East -14 5 £38,500 +24.19% 3
Kalman Filter
UK

For the 6 months to 16 July 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.

1 309 (42.27%) Firewall
2 223 (30.51%) Cisco
3 210 (28.73%) Microsoft
4 206 (28.18%) Windows
5 191 (26.13%) WAN
6 182 (24.90%) Finance
7 178 (24.35%) LAN
7 178 (24.35%) DNS
7 178 (24.35%) Web Filtering
8 163 (22.30%) Degree
9 161 (22.02%) Active Directory
10 159 (21.75%) VPN
11 153 (20.93%) Cisco Certification
12 145 (19.84%) TCP/IP
13 140 (19.15%) Network Security
14 139 (19.02%) Intrusion Detection
15 134 (18.33%) Linux
15 134 (18.33%) Problem-Solving
16 132 (18.06%) ITIL
17 121 (16.55%) Wireless
18 120 (16.42%) DHCP
19 118 (16.14%) Computer Science
20 111 (15.18%) CCNP
21 110 (15.05%) SIEM
22 104 (14.23%) Analytical Skills
23 95 (13.00%) CCNA
24 94 (12.86%) Agile Software Development
25 93 (12.72%) VMware
26 89 (12.18%) Citrix
26 89 (12.18%) SQL

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 88 (12.04%) MS Exchange
2 55 (7.52%) SharePoint
3 49 (6.70%) Exchange Server 2010
4 41 (5.61%) Exchange Server 2013
5 38 (5.20%) Skype for Business
6 28 (3.83%) Blackberry Enterprise Server
7 27 (3.69%) Exchange Server 2003
8 26 (3.56%) JBoss
9 25 (3.42%) Exchange Server 2007
10 19 (2.60%) Apache Spark
11 14 (1.92%) IIS
12 13 (1.78%) Apache Pig
13 8 (1.09%) Exchange Server 2000
13 8 (1.09%) Office Communications Server
14 7 (0.96%) WordPress
15 4 (0.55%) Apache
15 4 (0.55%) Elasticsearch
16 3 (0.41%) SharePoint 2013
17 2 (0.27%) CMS
18 1 (0.14%) LiveLink
Applications
1 61 (8.34%) Microsoft Office
2 50 (6.84%) Microsoft Excel
2 50 (6.84%) MS Visio
3 39 (5.34%) Microsoft PowerPoint
4 13 (1.78%) GNU Octave
5 12 (1.64%) Spreadsheet
6 5 (0.68%) Photoshop
7 4 (0.55%) Simulink
8 3 (0.41%) Adobe Creative Suite
8 3 (0.41%) Microsoft Project
9 2 (0.27%) Mathcad
Business Applications
1 12 (1.64%) Actimize
2 7 (0.96%) Remedy ITSM
3 3 (0.41%) CaseMap
3 3 (0.41%) Concordance
3 3 (0.41%) Elite 3E
3 3 (0.41%) LexisNexis TimeMap
3 3 (0.41%) Veritas eDiscovery
4 2 (0.27%) Dynamics CRM
5 1 (0.14%) Cerner Millennium
5 1 (0.14%) Cognos Business Intelligence
5 1 (0.14%) Dynamics AX
5 1 (0.14%) SAP SD
Cloud Services
1 89 (12.18%) Amazon AWS
2 79 (10.81%) Office 365
3 61 (8.34%) Microsoft Azure
4 30 (4.10%) GitHub
5 17 (2.33%) Mimecast
6 14 (1.92%) SaaS
7 12 (1.64%) AWS CloudTrail
8 11 (1.50%) Azure Active Directory
9 9 (1.23%) Amazon CloudWatch
10 8 (1.09%) Slack
11 7 (0.96%) IaaS
12 6 (0.82%) PaaS
13 5 (0.68%) G Suite
14 4 (0.55%) Google Cloud Platform
14 4 (0.55%) npm
14 4 (0.55%) Serverless
14 4 (0.55%) Zapier
15 3 (0.41%) AWS Lambda
15 3 (0.41%) Route 53
15 3 (0.41%) Virtual Private Cloud
Communications & Networking
1 309 (42.27%) Firewall
2 191 (26.13%) WAN
3 178 (24.35%) DNS
3 178 (24.35%) LAN
4 159 (21.75%) VPN
5 145 (19.84%) TCP/IP
6 140 (19.15%) Network Security
7 139 (19.02%) Intrusion Detection
8 121 (16.55%) Wireless
9 120 (16.42%) DHCP
10 82 (11.22%) Cisco ASA
11 71 (9.71%) MPLS
12 68 (9.30%) OSPF
13 66 (9.03%) IPsec
14 59 (8.07%) SSL
15 55 (7.52%) VoIP
16 54 (7.39%) VLAN
17 47 (6.43%) Wireshark
18 46 (6.29%) BGP
19 42 (5.75%) Internet
Database & Business Intelligence
1 42 (5.75%) SQL Server
2 35 (4.79%) Big Data
3 30 (4.10%) Relational Database
4 22 (3.01%) MongoDB
5 21 (2.87%) MySQL
5 21 (2.87%) SQL Server 2005
6 19 (2.60%) SQL Server 2008
7 17 (2.33%) Apache Hive
8 16 (2.19%) Amazon DynamoDB
9 15 (2.05%) Data Mining
9 15 (2.05%) Hadoop
9 15 (2.05%) Text Mining
10 13 (1.78%) Data Warehouse
10 13 (1.78%) Impala
11 10 (1.37%) MS Access
12 9 (1.23%) SQL Server Reporting Services
13 8 (1.09%) Oracle Database
14 7 (0.96%) Amazon RDS
14 7 (0.96%) Cognos Framework Manager
15 6 (0.82%) Redis
Development Applications
1 39 (5.34%) Jenkins
2 29 (3.97%) Selenium
3 23 (3.15%) Git (software)
4 16 (2.19%) VSS/SourceSafe
5 10 (1.37%) JIRA
6 9 (1.23%) TeamCity
7 8 (1.09%) ProC
8 7 (0.96%) Bitbucket
8 7 (0.96%) Visual Studio
9 6 (0.82%) PVCS
9 6 (0.82%) Team Foundation Server
10 5 (0.68%) CMake
10 5 (0.68%) Subversion
11 4 (0.55%) gulp
11 4 (0.55%) PHPUnit
11 4 (0.55%) Vagrant
11 4 (0.55%) Visual Composer
11 4 (0.55%) webpack
12 3 (0.41%) Cucumber
12 3 (0.41%) YouTrack
General
1 182 (24.90%) Finance
2 46 (6.29%) Retail
3 34 (4.65%) Electronics
4 25 (3.42%) Games
5 24 (3.28%) Legal
5 24 (3.28%) Telecoms
6 23 (3.15%) Banking
7 21 (2.87%) Manufacturing
7 21 (2.87%) Marketing
8 17 (2.33%) Financial Institution
9 14 (1.92%) Law
10 5 (0.68%) Back Office
11 4 (0.55%) Advertising
11 4 (0.55%) Automotive
11 4 (0.55%) Local Government
11 4 (0.55%) Publishing
12 3 (0.41%) Spanish Language
13 1 (0.14%) Aerospace
13 1 (0.14%) Billing
13 1 (0.14%) Dutch Language
Job Titles
1 151 (20.66%) Analyst
2 113 (15.46%) Network Engineer
3 80 (10.94%) Security Engineer
4 65 (8.89%) Developer
5 54 (7.39%) Network Security Engineer
6 44 (6.02%) Security Analyst
7 43 (5.88%) Senior Security Engineer
7 43 (5.88%) Support Engineer
8 41 (5.61%) Senior Network Engineer
9 37 (5.06%) IT Support
10 34 (4.65%) Architect
11 31 (4.24%) Senior Network Security Engineer
12 30 (4.10%) IT Analyst
13 29 (3.97%) IT Engineer
14 28 (3.83%) Data Analyst
15 26 (3.56%) Support Analyst
16 24 (3.28%) Data Scientist
17 23 (3.15%) Infrastructure Engineer
17 23 (3.15%) Java Developer
17 23 (3.15%) Senior Analyst
Libraries, Frameworks & Software Standards
1 48 (6.57%) Natural Language Processing
2 41 (5.61%) Web Services
3 29 (3.97%) Spring
4 25 (3.42%) HTML
5 21 (2.87%) CSS
6 16 (2.19%) NumPy
7 15 (2.05%) jQuery
7 15 (2.05%) Pandas
7 15 (2.05%) REST
8 14 (1.92%) LDAP
8 14 (1.92%) WSH
9 11 (1.50%) .NET
10 10 (1.37%) Sass
11 9 (1.23%) AngularJS
11 9 (1.23%) SAML
12 8 (1.09%) OpenCV
13 7 (0.96%) HTML5
13 7 (0.96%) RESTful
14 6 (0.82%) CSS3
14 6 (0.82%) Kafka
Miscellaneous
1 118 (16.14%) Computer Science
2 104 (14.23%) Analytical Skills
3 69 (9.44%) Management Information System
4 47 (6.43%) Algorithms
5 46 (6.29%) Data Centre
6 39 (5.34%) Self-Motivation
7 30 (4.10%) Cyberthreat
8 28 (3.83%) Blackberry
9 25 (3.42%) Fintech
10 23 (3.15%) Private Cloud
11 22 (3.01%) Cyberattack
12 19 (2.60%) Distributed Denial-of-Service
12 19 (2.60%) Video Conferencing
13 17 (2.33%) Data Protection Act
13 17 (2.33%) Data Structures
14 16 (2.19%) Hedge funds
15 15 (2.05%) Social Network
16 14 (1.92%) User Experience
17 11 (1.50%) Smart Meter
18 10 (1.37%) CUDA
Operating Systems
1 206 (28.18%) Windows
2 134 (18.33%) Linux
3 68 (9.30%) Windows Server
3 68 (9.30%) Windows Server 2008
4 61 (8.34%) Windows Server 2012
5 42 (5.75%) Windows 7
6 36 (4.92%) Windows 10
7 26 (3.56%) Windows Server 2003
8 20 (2.74%) Unix
9 17 (2.33%) Solaris
10 12 (1.64%) Android
11 11 (1.50%) AIX
11 11 (1.50%) Mac OS X
11 11 (1.50%) pSOS
12 8 (1.09%) Windows 2000 Server
12 8 (1.09%) Windows 8
13 7 (0.96%) Apple iOS
14 5 (0.68%) Ubuntu
15 4 (0.55%) Mac OS
16 3 (0.41%) SUSE
Processes & Methodologies
1 178 (24.35%) Web Filtering
2 134 (18.33%) Problem-Solving
3 132 (18.06%) ITIL
4 110 (15.05%) SIEM
5 94 (12.86%) Agile Software Development
6 86 (11.76%) Analytics
7 77 (10.53%) Cybersecurity
7 77 (10.53%) Machine Learning
8 75 (10.26%) Service Management
9 73 (9.99%) Information Security
10 65 (8.89%) Data Science
11 61 (8.34%) Network Monitoring
12 58 (7.93%) Email Filtering
13 54 (7.39%) Software Engineering
14 53 (7.25%) Project Management
15 50 (6.84%) Continuous Integration
15 50 (6.84%) Mentoring
16 49 (6.70%) Change Management
16 49 (6.70%) Data Modelling
17 46 (6.29%) Patch Management
Programming Languages
1 89 (12.18%) SQL
2 82 (11.22%) Java
3 63 (8.62%) C++
3 63 (8.62%) Python
4 46 (6.29%) C
5 36 (4.92%) PowerShell
6 27 (3.69%) JavaScript
7 19 (2.60%) R
8 18 (2.46%) MATLAB
9 17 (2.33%) PHP
10 14 (1.92%) Perl
10 14 (1.92%) T-SQL
10 14 (1.92%) VB
11 12 (1.64%) Scala
11 12 (1.64%) VBA
12 9 (1.23%) VBScript
13 8 (1.09%) Bash Shell
13 8 (1.09%) C#
13 8 (1.09%) PL/SQL
14 6 (0.82%) Groovy
Qualifications
1 163 (22.30%) Degree
2 153 (20.93%) Cisco Certification
3 111 (15.18%) CCNP
4 95 (13.00%) CCNA
5 74 (10.12%) CISSP
6 45 (6.16%) CCIE
7 40 (5.47%) Microsoft Certification
8 36 (4.92%) PhD
9 29 (3.97%) CISM
10 26 (3.56%) MCSE
11 24 (3.28%) CEH
12 20 (2.74%) Computer Science Degree
13 19 (2.60%) SANS
14 17 (2.33%) SSCP
15 16 (2.19%) Security Cleared
16 15 (2.05%) SC Cleared
17 13 (1.78%) Master's Degree
17 13 (1.78%) VMware Certified Professional (VCP)
18 12 (1.64%) (ISC)2 CCSP
18 12 (1.64%) CCSP
Quality Assurance & Compliance
1 41 (5.61%) PCI DSS
2 36 (4.92%) ISO/IEC 27001
3 30 (4.10%) SLA
4 21 (2.87%) GDPR
5 19 (2.60%) PMO
6 16 (2.19%) QA
7 7 (0.96%) Data Quality
8 5 (0.68%) PMBOK
9 3 (0.41%) ISO 22301
9 3 (0.41%) MiFID
10 2 (0.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 1 (0.14%) COBIT
11 1 (0.14%) Cyber Essentials
11 1 (0.14%) ISO/IEC 20000
System Software
1 161 (22.02%) Active Directory
2 75 (10.26%) VMware Infrastructure
3 60 (8.21%) Hyper-V
4 28 (3.83%) XenApp
5 20 (2.74%) XenServer
6 16 (2.19%) Firmware
7 14 (1.92%) VMware ESXi
8 12 (1.64%) MetaFrame
9 6 (0.82%) DFS Replication
9 6 (0.82%) Virtual Servers
10 5 (0.68%) VMware Workstation
10 5 (0.68%) vSphere
11 4 (0.55%) HDFS
12 3 (0.41%) Docker
13 2 (0.27%) iptables
13 2 (0.27%) NFS
13 2 (0.27%) Samba
13 2 (0.27%) Virtual Machines
14 1 (0.14%) Terminal Server
14 1 (0.14%) Terminal Services
Systems Management
1 29 (3.97%) Backup Exec
2 27 (3.69%) Cisco CUCM
2 27 (3.69%) Norton AntiVirus
3 26 (3.56%) SCCM
4 25 (3.42%) Cisco Prime
5 11 (1.50%) Cisco UCCX
5 11 (1.50%) Nessus
5 11 (1.50%) SmoothWall
5 11 (1.50%) TrustSec
6 9 (1.23%) RSA Security Analytics
6 9 (1.23%) Single Sign-On
7 8 (1.09%) CASB
7 8 (1.09%) Symantec Enterprise Vault
8 7 (0.96%) FortiGate
9 5 (0.68%) AirWatch
9 5 (0.68%) Control-M
9 5 (0.68%) QRadar
9 5 (0.68%) ZABBIX
10 4 (0.55%) Nagios
10 4 (0.55%) Tivoli
Vendors
1 223 (30.51%) Cisco
2 210 (28.73%) Microsoft
3 93 (12.72%) VMware
4 89 (12.18%) Citrix
5 75 (10.26%) HP
6 74 (10.12%) F5
7 68 (9.30%) SolarWinds
8 49 (6.70%) Symantec
9 42 (5.75%) CheckPoint
10 36 (4.92%) Dell
10 36 (4.92%) Oracle
11 35 (4.79%) Zscaler
12 31 (4.24%) Blue Coat
12 31 (4.24%) NetApp
13 28 (3.83%) Forcepoint
14 27 (3.69%) EMC
15 26 (3.56%) IBM
16 22 (3.01%) Juniper
16 22 (3.01%) Splunk
17 19 (2.60%) Apple