Period
to 15 February 2019

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 15 February 2019 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK > England
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 511 537 533
Rank change year-on-year +26 -4 +75
Permanent jobs citing Kalman Filter 755 815 816
As % of all permanent IT jobs advertised in England 0.54% 0.50% 0.49%
As % of the Processes & Methodologies category 0.58% 0.54% 0.54%
Number of salaries quoted 610 659 647
England median annual salary £55,000 £48,000 £50,000
Median salary % change year-on-year +14.58% -4.00% +5.26%
10th Percentile £31,500 £28,500 £27,500
90th Percentile £83,750 £72,500 £76,750
UK median annual salary £50,000 £47,500 £48,500
% change year-on-year +5.26% -2.06% +2.11%

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 129,130 151,068 151,475
As % of all permanent IT jobs advertised in England 91.73% 91.85% 91.33%
Number of salaries quoted 102,846 123,738 125,959
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £28,750 £28,000
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 15 February 2019.

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 15 February 2019. 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 +48 337 £70,000 +33.33% 39
East of England +73 116 £36,000 -20.00% 25
South East +9 116 £50,000 -9.09% 41
North of England -18 80 £40,000 +6.67% 22
Midlands +58 69 £57,500 +28.49% 19
West Midlands +69 62 £57,500 +30.68% 15
North West +15 49 £42,500 +18.06% 9
South West +34 36 £34,736 -7.37% 23
Yorkshire -4 28 £38,250 -6.13% 10
East Midlands +6 6 £27,500 -47.62% 4
North East +15 3 £40,000 -17.53% 3
Kalman Filter
UK

For the 6 months to 15 February 2019, 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.

1 424 (56.16%) Firewall
2 279 (36.95%) Web Filtering
3 250 (33.11%) VMware
4 248 (32.85%) Windows
5 220 (29.14%) Cisco
6 210 (27.81%) VMware Infrastructure
7 205 (27.15%) Microsoft
8 197 (26.09%) Active Directory
9 192 (25.43%) Finance
10 186 (24.64%) Microsoft Azure
11 180 (23.84%) Data Centre
12 169 (22.38%) Hyper-V
13 163 (21.59%) Information Security
14 157 (20.79%) TCP/IP
15 152 (20.13%) WAN
16 151 (20.00%) LAN
17 148 (19.60%) Python
18 141 (18.68%) DNS
19 140 (18.54%) Amazon AWS
19 140 (18.54%) SIEM
20 135 (17.88%) Agile Software Development
21 131 (17.35%) Network Security
21 131 (17.35%) DevOps
22 128 (16.95%) Problem-Solving
23 124 (16.42%) Cisco Certification
24 121 (16.03%) ITIL
25 118 (15.63%) Symantec
26 116 (15.36%) VPN
26 116 (15.36%) Self-Motivation
27 115 (15.23%) DHCP

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 67 (8.87%) SharePoint
2 58 (7.68%) MS Exchange
3 34 (4.50%) SharePoint Server
4 27 (3.58%) Exchange Server 2010
5 26 (3.44%) Exchange Server 2013
6 24 (3.18%) Skype for Business
7 16 (2.12%) IIS
8 13 (1.72%) Exchange Server 2007
9 11 (1.46%) CMS
9 11 (1.46%) Confluence
10 7 (0.93%) Exchange Server 2003
11 6 (0.79%) BizTalk Server
11 6 (0.79%) Commerce Server
11 6 (0.79%) SAS
11 6 (0.79%) SharePoint 2010
12 5 (0.66%) WordPress
13 4 (0.53%) Apache Spark
14 3 (0.40%) Apache
14 3 (0.40%) Jupyter
14 3 (0.40%) OpenStack
Applications
1 37 (4.90%) Microsoft Office
2 21 (2.78%) Microsoft Excel
3 13 (1.72%) MS Visio
4 10 (1.32%) Microsoft PowerPoint
5 3 (0.40%) Adobe Creative Suite
5 3 (0.40%) Photoshop
5 3 (0.40%) Spreadsheet
6 2 (0.26%) GNU Octave
6 2 (0.26%) InVision
6 2 (0.26%) OmniGraffle
7 1 (0.13%) Simulink
Business Applications
1 7 (0.93%) WebTrends
2 6 (0.79%) Remedy ITSM
3 4 (0.53%) Dynamics CRM
3 4 (0.53%) Dynamics NAV
3 4 (0.53%) Global One
3 4 (0.53%) Oracle Payroll
4 3 (0.40%) Actimize
5 2 (0.26%) Infor M3
6 1 (0.13%) Workfront
Cloud Services
1 186 (24.64%) Microsoft Azure
2 140 (18.54%) Amazon AWS
3 109 (14.44%) Office 365
4 32 (4.24%) Mimecast
5 17 (2.25%) SaaS
6 15 (1.99%) Azure Active Directory
7 12 (1.59%) IaaS
8 10 (1.32%) Google Analytics
8 10 (1.32%) PaaS
9 9 (1.19%) G Suite
9 9 (1.19%) Google Tag Manager
10 8 (1.06%) Google Cloud Platform
11 7 (0.93%) AdWords
11 7 (0.93%) Salesforce Sales Cloud
12 6 (0.79%) OpenDNS
13 3 (0.40%) Slack
13 3 (0.40%) Yammer
14 2 (0.26%) Cloud Computing
15 1 (0.13%) Amazon EC2
15 1 (0.13%) Amazon S3
Communications & Networking
1 424 (56.16%) Firewall
2 157 (20.79%) TCP/IP
3 152 (20.13%) WAN
4 151 (20.00%) LAN
5 141 (18.68%) DNS
6 131 (17.35%) Network Security
7 116 (15.36%) VPN
8 115 (15.23%) DHCP
9 101 (13.38%) OSPF
10 93 (12.32%) Intrusion Detection
11 80 (10.60%) Wireshark
12 66 (8.74%) Wireless
13 65 (8.61%) Wi-Fi
14 62 (8.21%) Ethernet
15 55 (7.28%) BGP
15 55 (7.28%) SAN
16 53 (7.02%) Internet
16 53 (7.02%) MPLS
17 44 (5.83%) VLAN
18 40 (5.30%) Cisco ASA
Database & Business Intelligence
1 33 (4.37%) SQL Server
2 12 (1.59%) Amazon RDS
3 10 (1.32%) Relational Database
4 9 (1.19%) Big Data
4 9 (1.19%) BusinessObjects
5 8 (1.06%) RDBMS
6 7 (0.93%) MySQL
6 7 (0.93%) Power BI
7 6 (0.79%) Data Warehouse
7 6 (0.79%) Oracle Database
7 6 (0.79%) SQLPlus
8 4 (0.53%) Blockchain
8 4 (0.53%) Data Mart
8 4 (0.53%) Hadoop
8 4 (0.53%) MongoDB
8 4 (0.53%) OLAP
8 4 (0.53%) OLTP
8 4 (0.53%) Qlik Sense
8 4 (0.53%) QlikView
8 4 (0.53%) SQL Server 2005
Development Applications
1 90 (11.92%) Ant
1 90 (11.92%) Jenkins
2 84 (11.13%) Gradle
2 84 (11.13%) Maven
2 84 (11.13%) Visual Studio Team System
3 16 (2.12%) JIRA
4 14 (1.85%) Git (software)
5 7 (0.93%) Hudson
6 6 (0.79%) CMake
6 6 (0.79%) Visual Studio
7 4 (0.53%) Rational DOORS
8 3 (0.40%) Bitbucket
9 2 (0.26%) Axure RP
9 2 (0.26%) Balsamiq Mockups
9 2 (0.26%) Metasploit
9 2 (0.26%) ProC
9 2 (0.26%) PVCS
10 1 (0.13%) Vagrant
10 1 (0.13%) VSS/SourceSafe
10 1 (0.13%) webpack
General
1 192 (25.43%) Finance
2 79 (10.46%) Financial Institution
3 68 (9.01%) Retail
4 37 (4.90%) Banking
5 25 (3.31%) Marketing
5 25 (3.31%) Telecoms
6 21 (2.78%) Manufacturing
7 17 (2.25%) Legal
8 11 (1.46%) Electronics
9 8 (1.06%) Law
10 6 (0.79%) Back Office
10 6 (0.79%) Games
10 6 (0.79%) Multimedia
11 5 (0.66%) Front Office
11 5 (0.66%) Investment Banking
12 4 (0.53%) Corporate Banking
13 2 (0.26%) Advertising
13 2 (0.26%) Aerospace
13 2 (0.26%) Digital Economy
13 2 (0.26%) Pharmaceutical
Job Titles
1 152 (20.13%) Analyst
2 89 (11.79%) Security Analyst
3 79 (10.46%) Security Engineer
4 72 (9.54%) DevOps Engineer
5 58 (7.68%) Infrastructure Engineer
6 50 (6.62%) Network Engineer
7 47 (6.23%) Cloud Engineer
8 44 (5.83%) AWS Engineer
8 44 (5.83%) Developer
9 43 (5.70%) Network Analyst
9 43 (5.70%) Network Security Analyst
10 38 (5.03%) AWS DevOps
10 38 (5.03%) Support Engineer
11 37 (4.90%) AWS DevOps Engineer
12 30 (3.97%) Architect
12 30 (3.97%) IT Analyst
12 30 (3.97%) IT Engineer
13 29 (3.84%) 3rd Line Engineer
13 29 (3.84%) Automation Engineer
13 29 (3.84%) Cloud Automation Engineer
Libraries, Frameworks & Software Standards
1 97 (12.85%) .NET
2 23 (3.05%) HTML
3 19 (2.52%) 802.1X
4 16 (2.12%) CSS
5 10 (1.32%) jQuery
5 10 (1.32%) LDAP
5 10 (1.32%) Natural Language Processing
6 9 (1.19%) Middleware
7 6 (0.79%) Boost C++ Libraries
7 6 (0.79%) OpenCV
7 6 (0.79%) Qt
7 6 (0.79%) REST
7 6 (0.79%) TensorFlow
7 6 (0.79%) Twitter Bootstrap
7 6 (0.79%) ZeroMQ
8 5 (0.66%) CSS3
8 5 (0.66%) HTML5
8 5 (0.66%) Node.js
8 5 (0.66%) React
8 5 (0.66%) SailPoint
Miscellaneous
1 180 (23.84%) Data Centre
2 116 (15.36%) Self-Motivation
3 84 (11.13%) Enterprise Software
4 68 (9.01%) Management Information System
5 66 (8.74%) Analytical Skills
6 47 (6.23%) Algorithms
7 25 (3.31%) User Experience
8 23 (3.05%) Cyberthreat
9 21 (2.78%) Distributed Denial-of-Service
9 21 (2.78%) Security Operations Centre
10 20 (2.65%) PKI
10 20 (2.65%) Public Cloud
11 16 (2.12%) Cyber Kill Chain
12 15 (1.99%) Data Protection Act
13 14 (1.85%) Driving Licence
13 14 (1.85%) Field-Programmable Gate Array
14 13 (1.72%) Fintech
14 13 (1.72%) VHDL
15 11 (1.46%) Verilog
16 10 (1.32%) Acoustics
Operating Systems
1 248 (32.85%) Windows
2 110 (14.57%) Linux
3 103 (13.64%) Windows Server
4 60 (7.95%) Windows Server 2003
5 52 (6.89%) Windows Server 2008
6 46 (6.09%) Windows Server 2012
7 41 (5.43%) Windows 10
8 37 (4.90%) Windows 7
9 24 (3.18%) Unix
10 16 (2.12%) Windows 8
11 14 (1.85%) Mac OS X
12 12 (1.59%) Embedded Linux
13 9 (1.19%) Android
13 9 (1.19%) Apple iOS
14 8 (1.06%) AIX
15 6 (0.79%) Solaris
16 5 (0.66%) Red Hat Enterprise Linux
17 4 (0.53%) SUSE
18 3 (0.40%) pSOS
19 2 (0.26%) Debian
Processes & Methodologies
1 279 (36.95%) Web Filtering
2 163 (21.59%) Information Security
3 140 (18.54%) SIEM
4 135 (17.88%) Agile Software Development
5 131 (17.35%) DevOps
6 128 (16.95%) Problem-Solving
7 121 (16.03%) ITIL
8 92 (12.19%) Cybersecurity
9 86 (11.39%) Configuration Management
10 84 (11.13%) Artefact Management
11 82 (10.86%) Security Testing
12 80 (10.60%) Email Filtering
13 76 (10.07%) Analytics
14 73 (9.67%) Infrastructure Engineering
15 69 (9.14%) Patch Management
16 60 (7.95%) Security Operations
17 48 (6.36%) Computer Science
18 47 (6.23%) Network Management
19 45 (5.96%) Service Delivery
20 43 (5.70%) Continuous Improvement
Programming Languages
1 148 (19.60%) Python
2 103 (13.64%) Bash Shell
3 84 (11.13%) Ruby
4 74 (9.80%) SQL
5 45 (5.96%) PowerShell
6 41 (5.43%) C++
7 37 (4.90%) C
8 32 (4.24%) C#
9 30 (3.97%) Java
10 22 (2.91%) JavaScript
11 19 (2.52%) Perl
12 16 (2.12%) Shell Script
13 15 (1.99%) MATLAB
14 12 (1.59%) Embedded C
15 7 (0.93%) PHP
16 6 (0.79%) PL/SQL
16 6 (0.79%) VBScript
17 5 (0.66%) R
18 4 (0.53%) Bourne shell
18 4 (0.53%) VB
Qualifications
1 124 (16.42%) Cisco Certification
2 94 (12.45%) CCNP
3 89 (11.79%) CISSP
4 82 (10.86%) CCNA
5 80 (10.60%) Degree
6 47 (6.23%) CCSA
7 45 (5.96%) ITIL Certification
8 41 (5.43%) Security Cleared
9 36 (4.77%) Microsoft Certification
9 36 (4.77%) SC Cleared
10 34 (4.50%) SANS
11 32 (4.24%) CEH
11 32 (4.24%) MCSE
12 31 (4.11%) CISM
13 30 (3.97%) SSCP
14 26 (3.44%) VMware Certified Professional (VCP)
15 24 (3.18%) CCIE
16 22 (2.91%) GIAC
17 21 (2.78%) CISA
17 21 (2.78%) Computer Science Degree
Quality Assurance & Compliance
1 86 (11.39%) ISO/IEC 27001
2 50 (6.62%) GDPR
3 49 (6.49%) PCI DSS
4 44 (5.83%) SLA
5 19 (2.52%) Cyber Essentials
6 15 (1.99%) QA
7 13 (1.72%) MiFID
8 7 (0.93%) Data Quality
9 5 (0.66%) PMO
10 4 (0.53%) Cyber Essentials PLUS
10 4 (0.53%) ISO/IEC 27005
11 3 (0.40%) GPG13
12 1 (0.13%) COBIT
12 1 (0.13%) ISO 22301
12 1 (0.13%) ISO 31000
12 1 (0.13%) ISO 9001
12 1 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 210 (27.81%) VMware Infrastructure
2 197 (26.09%) Active Directory
3 169 (22.38%) Hyper-V
4 87 (11.52%) Docker
5 18 (2.38%) XenApp
6 10 (1.32%) VMware ESXi
7 8 (1.06%) XenDesktop
8 7 (0.93%) Virtual Machines
9 6 (0.79%) VMware Server
10 5 (0.66%) Virtual Servers
11 4 (0.53%) Terminal Services
12 3 (0.40%) Virtual Desktop
12 3 (0.40%) vSphere
13 2 (0.26%) MetaFrame
13 2 (0.26%) Snort
13 2 (0.26%) Squid
13 2 (0.26%) VMware Workstation
13 2 (0.26%) XenServer
14 1 (0.13%) NFS
14 1 (0.13%) Xen
Systems Management
1 88 (11.66%) Ansible
2 85 (11.26%) Puppet
3 70 (9.27%) SCCM
4 47 (6.23%) Norton AntiVirus
5 46 (6.09%) Stealthwatch
6 31 (4.11%) Backup Exec
7 27 (3.58%) Kubernetes
8 22 (2.91%) Nessus
9 21 (2.78%) Single Sign-On
10 16 (2.12%) RSA Security Analytics
11 12 (1.59%) WSUS
12 11 (1.46%) Nmap
13 8 (1.06%) QRadar
14 7 (0.93%) Cisco Prime
14 7 (0.93%) SCOM
14 7 (0.93%) ZABBIX
15 6 (0.79%) CASB
15 6 (0.79%) Cisco CUCM
15 6 (0.79%) Control-M
16 5 (0.66%) FortiGate
Vendors
1 250 (33.11%) VMware
2 220 (29.14%) Cisco
3 205 (27.15%) Microsoft
4 118 (15.63%) Symantec
5 103 (13.64%) HP
6 93 (12.32%) Palo Alto
7 86 (11.39%) CheckPoint
8 85 (11.26%) Dell
9 70 (9.27%) SolarWinds
10 57 (7.55%) McAfee
11 54 (7.15%) Forcepoint
12 45 (5.96%) IBM
13 44 (5.83%) Citrix
14 35 (4.64%) Splunk
15 29 (3.84%) Juniper
16 28 (3.71%) Google
16 28 (3.71%) NetApp
16 28 (3.71%) Red Hat
17 25 (3.31%) Veeam
18 24 (3.18%) Sophos