Period
to 9 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 9 December 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > North West
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 291 299 336
Rank change year-on-year +8 +37 -6
Permanent jobs citing Kalman Filter 61 66 29
As % of all permanent IT jobs advertised in the North West 0.54% 0.50% 0.23%
As % of the Processes & Methodologies category 0.59% 0.55% 0.25%
Number of salaries quoted 52 48 21
North West median annual salary £43,500 £35,000 £36,500
Median salary % change year-on-year +24.29% -4.11% -2.67%
10th Percentile £25,050 £25,000 £26,250
90th Percentile £53,750 £47,500 £46,250
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 10,314 11,993 11,441
As % of all permanent IT jobs advertised in the North West 91.00% 91.58% 91.70%
Number of salaries quoted 8,311 9,526 9,524
North West median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Kalman Filter
Job Vacancy Trend in the North West

Job postings citing Kalman Filter as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Kalman Filter in the North West

Kalman Filter
Salary Trend in the North West

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

Salary trend for Kalman Filter in the North West

Kalman Filter
Salary Histogram in the North West

The salary distribution of IT jobs citing Kalman Filter in the North West over the 6 months to 9 December 2018.

Salary histogram for Kalman Filter in the North West

Kalman Filter
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the North West region over the 6 months to 9 December 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
Manchester +16 26 £43,000 +22.86% 5
Cheshire +31 22 £48,750 +39.29% 2
Lancashire +12 7 £41,250 +14.58% 3
Cumbria - 4 - -
Merseyside +5 1 £33,500 +11.67%
Kalman Filter
England

For the 6 months to 9 December 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 North West region with a requirement for Kalman Filter.

1 30 (49.18%) Firewall
2 22 (36.07%) Microsoft
3 20 (32.79%) Windows
4 19 (31.15%) Cisco
5 17 (27.87%) Windows Server
5 17 (27.87%) Web Filtering
6 16 (26.23%) Cybersecurity
7 15 (24.59%) Intrusion Detection
8 14 (22.95%) VMware
8 14 (22.95%) Agile Software Development
8 14 (22.95%) Active Directory
8 14 (22.95%) VMware Infrastructure
9 12 (19.67%) Smart Meter
9 12 (19.67%) SIEM
10 11 (18.03%) Office 365
10 11 (18.03%) DNS
11 10 (16.39%) Network Security
12 9 (14.75%) Vulnerability Assessment
12 9 (14.75%) TCP/IP
12 9 (14.75%) MS Visio
12 9 (14.75%) MS Exchange
12 9 (14.75%) WAN
12 9 (14.75%) HP
13 8 (13.11%) SharePoint
13 8 (13.11%) Workflow
13 8 (13.11%) Analytical Skills
14 7 (11.48%) Microsoft Azure
14 7 (11.48%) Stakeholder Engagement
14 7 (11.48%) Finance
14 7 (11.48%) pSOS

Kalman Filter
Co-occurring IT Skills in the North West 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 9 (14.75%) MS Exchange
2 8 (13.11%) SharePoint
3 6 (9.84%) Confluence
4 4 (6.56%) Exchange Server 2010
4 4 (6.56%) Exchange Server 2013
5 3 (4.92%) Exchange Server 2003
5 3 (4.92%) Skype for Business
6 1 (1.64%) CMS
Applications
1 9 (14.75%) MS Visio
2 7 (11.48%) Microsoft Excel
2 7 (11.48%) Microsoft PowerPoint
3 2 (3.28%) InVision
3 2 (3.28%) Microsoft Office
3 2 (3.28%) OmniGraffle
Cloud Services
1 11 (18.03%) Office 365
2 7 (11.48%) Microsoft Azure
3 3 (4.92%) Amazon AWS
3 3 (4.92%) Google Cloud Platform
Communications & Networking
1 30 (49.18%) Firewall
2 15 (24.59%) Intrusion Detection
3 11 (18.03%) DNS
4 10 (16.39%) Network Security
5 9 (14.75%) TCP/IP
5 9 (14.75%) WAN
6 7 (11.48%) DHCP
6 7 (11.48%) LAN
6 7 (11.48%) VPN
7 6 (9.84%) Internet
7 6 (9.84%) Wireless
8 5 (8.20%) BGP
8 5 (8.20%) Ethernet
8 5 (8.20%) MPLS
8 5 (8.20%) OSPF
9 4 (6.56%) Cisco IOS
9 4 (6.56%) SSL
10 3 (4.92%) ICMP
10 3 (4.92%) Skype
10 3 (4.92%) VoIP
Database & Business Intelligence
1 3 (4.92%) SQL Server
Development Applications
1 6 (9.84%) JIRA
2 2 (3.28%) Axure RP
2 2 (3.28%) Balsamiq Mockups
3 1 (1.64%) Ant
General
1 7 (11.48%) Finance
2 2 (3.28%) Legal
2 2 (3.28%) Pharmaceutical
2 2 (3.28%) Telecoms
3 1 (1.64%) Back Office
3 1 (1.64%) Retail
Job Titles
1 15 (24.59%) Analyst
2 10 (16.39%) Administrator
3 9 (14.75%) SOC Engineer
4 7 (11.48%) PMO Manager
4 7 (11.48%) SOC Analyst
5 6 (9.84%) JIRA Administrator
6 4 (6.56%) 2nd Line Support
6 4 (6.56%) IT Administrator
6 4 (6.56%) IT Analyst
7 3 (4.92%) Architect
7 3 (4.92%) Exchange Support
7 3 (4.92%) Firewall Support
7 3 (4.92%) Help Desk Support
7 3 (4.92%) Infrastructure Analyst
7 3 (4.92%) IT Infrastructure Analyst
7 3 (4.92%) Network Support
7 3 (4.92%) NOC Engineer
7 3 (4.92%) Security Analyst
7 3 (4.92%) Security Architect
7 3 (4.92%) Senior NOC Engineer
Libraries, Frameworks & Software Standards
1 4 (6.56%) Middleware
2 3 (4.92%) HTML
2 3 (4.92%) OAuth
2 3 (4.92%) REST
2 3 (4.92%) SAML
2 3 (4.92%) SOAP
3 1 (1.64%) CSS
3 1 (1.64%) Laravel
3 1 (1.64%) OpenID
Miscellaneous
1 12 (19.67%) Smart Meter
2 8 (13.11%) Analytical Skills
3 6 (9.84%) Self-Motivation
4 5 (8.20%) Distributed Denial-of-Service
4 5 (8.20%) Management Information System
4 5 (8.20%) Smart Energy
5 4 (6.56%) Data Centre
6 3 (4.92%) Blackberry
6 3 (4.92%) PKI
6 3 (4.92%) Public Cloud
6 3 (4.92%) User Experience
7 2 (3.28%) CESG
7 2 (3.28%) Mobile App
8 1 (1.64%) e-Learning
Operating Systems
1 20 (32.79%) Windows
2 17 (27.87%) Windows Server
3 7 (11.48%) pSOS
4 5 (8.20%) Linux
4 5 (8.20%) Windows 10
4 5 (8.20%) Windows Server 2008
4 5 (8.20%) Windows Server 2012
5 3 (4.92%) Mac OS
5 3 (4.92%) OS/400
5 3 (4.92%) SUSE
5 3 (4.92%) Windows 7
6 2 (3.28%) Android
6 2 (3.28%) Apple iOS
6 2 (3.28%) Unix
7 1 (1.64%) Windows Server 2003
Processes & Methodologies
1 17 (27.87%) Web Filtering
2 16 (26.23%) Cybersecurity
3 14 (22.95%) Agile Software Development
4 12 (19.67%) SIEM
5 9 (14.75%) Vulnerability Assessment
6 8 (13.11%) Workflow
7 7 (11.48%) Stakeholder Engagement
8 6 (9.84%) Business Continuity
8 6 (9.84%) Continuous Improvement
8 6 (9.84%) Dashboard Development
8 6 (9.84%) Mentoring
8 6 (9.84%) Portfolio Management
8 6 (9.84%) Problem-Solving
8 6 (9.84%) Project Management
8 6 (9.84%) SDLC
8 6 (9.84%) Service Delivery
8 6 (9.84%) Software Engineering
9 5 (8.20%) Email Filtering
9 5 (8.20%) Information Security
9 5 (8.20%) Waterfall
Programming Languages
1 6 (9.84%) PowerShell
2 4 (6.56%) C#
2 4 (6.56%) VBScript
3 3 (4.92%) Java
4 1 (1.64%) JavaScript
4 1 (1.64%) PHP
4 1 (1.64%) SQL
Qualifications
1 6 (9.84%) Cisco Certification
2 4 (6.56%) CCNA
2 4 (6.56%) Degree
2 4 (6.56%) Security Cleared
3 3 (4.92%) CISSP
4 2 (3.28%) (ISC)2 CCSP
4 2 (3.28%) CCNP
4 2 (3.28%) CCSP
4 2 (3.28%) CEH
4 2 (3.28%) CESG Certified Professional
4 2 (3.28%) CISM
4 2 (3.28%) ISSAP
4 2 (3.28%) ITIL Certification
4 2 (3.28%) Postgraduate
5 1 (1.64%) Microsoft Certification
5 1 (1.64%) SC Cleared
Quality Assurance & Compliance
1 7 (11.48%) PMO
2 5 (8.20%) GDPR
2 5 (8.20%) ISO/IEC 27001
3 3 (4.92%) ISO/IEC 27005
System Software
1 14 (22.95%) Active Directory
1 14 (22.95%) VMware Infrastructure
2 5 (8.20%) Hyper-V
3 3 (4.92%) VMware ESXi
3 3 (4.92%) XenApp
3 3 (4.92%) XenDesktop
Systems Management
1 5 (8.20%) SmoothWall
2 3 (4.92%) Forefront Identity Manager
2 3 (4.92%) Single Sign-On
3 2 (3.28%) Computer Emergency Response Teams
4 1 (1.64%) SCCM
Vendors
1 22 (36.07%) Microsoft
2 19 (31.15%) Cisco
3 14 (22.95%) VMware
4 9 (14.75%) HP
5 6 (9.84%) Atlassian
6 5 (8.20%) Aruba
6 5 (8.20%) SonicWALL
7 3 (4.92%) Brocade
7 3 (4.92%) Citrix
7 3 (4.92%) Ericsson
7 3 (4.92%) Foundry
7 3 (4.92%) Google
7 3 (4.92%) IBM
7 3 (4.92%) IronPort
7 3 (4.92%) Juniper
7 3 (4.92%) Micro Focus
7 3 (4.92%) NetApp
7 3 (4.92%) Redback
7 3 (4.92%) Sophos
7 3 (4.92%) Veeam