Period
to 26 September 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 26 September 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > North West
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 288 314 325
Rank change year-on-year +26 +11 -5
Permanent jobs citing Kalman Filter 75 62 38
As % of all permanent IT jobs advertised in the North West 0.63% 0.47% 0.32%
As % of the Processes & Methodologies category 0.69% 0.52% 0.35%
Number of salaries quoted 62 51 31
North West median annual salary £45,000 £39,000 £35,000
Median salary % change year-on-year +15.38% +11.43% -3.45%
10th Percentile £25,500 £30,000 £27,000
90th Percentile £60,000 £47,500 £39,000
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 10,880 11,991 10,786
As % of all permanent IT jobs advertised in the North West 91.01% 91.14% 90.61%
Number of salaries quoted 8,757 9,559 9,033
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £25,500
90th Percentile £67,500 £65,000 £62,500
England median annual salary £50,000 £50,000 £50,000

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 26 September 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 26 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
Manchester +19 29 £45,000 +10.43% 5
Cheshire +3 25 £44,000 -2.22% 3
Merseyside +24 14 £60,000 - 2
Cumbria - 4 - -
Lancashire +13 3 - -
Kalman Filter
England

For the 6 months to 26 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 North West region with a requirement for Kalman Filter.

1 49 (65.33%) Firewall
2 40 (53.33%) Cisco
3 31 (41.33%) WAN
4 29 (38.67%) Windows
4 29 (38.67%) Web Filtering
5 26 (34.67%) LAN
5 26 (34.67%) Intrusion Detection
5 26 (34.67%) Network Security
6 24 (32.00%) Cisco Certification
6 24 (32.00%) Wireless
7 23 (30.67%) SIEM
8 22 (29.33%) VPN
9 21 (28.00%) MS Visio
9 21 (28.00%) SSL
9 21 (28.00%) Cisco IOS
10 20 (26.67%) Microsoft PowerPoint
10 20 (26.67%) Analytical Skills
10 20 (26.67%) CCNP
11 19 (25.33%) MPLS
11 19 (25.33%) IPsec
11 19 (25.33%) Cisco ASA
12 18 (24.00%) VoIP
12 18 (24.00%) Linux
12 18 (24.00%) Problem-Solving
13 17 (22.67%) Microsoft
13 17 (22.67%) Security Management
14 16 (21.33%) Project Management
15 15 (20.00%) Change Management
15 15 (20.00%) Business Continuity
15 15 (20.00%) ITIL

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 12 (16.00%) SharePoint
2 7 (9.33%) MS Exchange
3 3 (4.00%) Exchange Server 2003
3 3 (4.00%) Exchange Server 2010
3 3 (4.00%) Exchange Server 2013
4 1 (1.33%) CMS
4 1 (1.33%) Skype for Business
Applications
1 21 (28.00%) MS Visio
2 20 (26.67%) Microsoft PowerPoint
3 13 (17.33%) Microsoft Office
4 9 (12.00%) Microsoft Excel
5 1 (1.33%) InVision
5 1 (1.33%) OmniGraffle
Cloud Services
1 11 (14.67%) Amazon AWS
1 11 (14.67%) Office 365
2 7 (9.33%) Microsoft Azure
3 4 (5.33%) Google Cloud Platform
4 3 (4.00%) SaaS
Communications & Networking
1 49 (65.33%) Firewall
2 31 (41.33%) WAN
3 26 (34.67%) Intrusion Detection
3 26 (34.67%) LAN
3 26 (34.67%) Network Security
4 24 (32.00%) Wireless
5 22 (29.33%) VPN
6 21 (28.00%) Cisco IOS
6 21 (28.00%) SSL
7 19 (25.33%) Cisco ASA
7 19 (25.33%) IPsec
7 19 (25.33%) MPLS
8 18 (24.00%) VoIP
9 15 (20.00%) TCP/IP
10 14 (18.67%) DNS
11 12 (16.00%) Cisco ISE
11 12 (16.00%) Cisco Nexus
11 12 (16.00%) Multicast
12 11 (14.67%) Cisco Wireless
13 7 (9.33%) NX-OS
Database & Business Intelligence
1 6 (8.00%) SQL Server
2 5 (6.67%) Big Data
3 3 (4.00%) Amazon RDS
3 3 (4.00%) MongoDB
3 3 (4.00%) Redis
4 2 (2.67%) Relational Database
Development Applications
1 1 (1.33%) Axure RP
1 1 (1.33%) Balsamiq Mockups
General
1 13 (17.33%) Finance
2 5 (6.67%) Retail
3 2 (2.67%) Legal
3 2 (2.67%) Telecoms
4 1 (1.33%) Back Office
4 1 (1.33%) Banking
4 1 (1.33%) Pharmaceutical
Job Titles
1 19 (25.33%) Network Engineer
2 15 (20.00%) Analyst
3 14 (18.67%) Security Engineer
4 13 (17.33%) Network Security Engineer
5 12 (16.00%) Senior Network Engineer
5 12 (16.00%) Senior Network Security Engineer
5 12 (16.00%) Senior Security Engineer
6 9 (12.00%) PMO Manager
6 9 (12.00%) SOC Engineer
7 7 (9.33%) SOC Analyst
8 5 (6.67%) Developer
9 4 (5.33%) Cisco Engineer
9 4 (5.33%) IT Analyst
10 3 (4.00%) Cisco Network Engineer
10 3 (4.00%) Exchange Support
10 3 (4.00%) Help Desk Support
10 3 (4.00%) Infrastructure Analyst
10 3 (4.00%) IT Infrastructure Analyst
10 3 (4.00%) Network Support
10 3 (4.00%) Security Analyst
Libraries, Frameworks & Software Standards
1 3 (4.00%) HTML
1 3 (4.00%) Kafka
1 3 (4.00%) RabbitMQ
1 3 (4.00%) RESTful
2 2 (2.67%) REST
3 1 (1.33%) .NET
3 1 (1.33%) 802.1X
3 1 (1.33%) CSS
3 1 (1.33%) Laravel
3 1 (1.33%) OAuth
3 1 (1.33%) OpenID
3 1 (1.33%) SAML
3 1 (1.33%) SOAP
Miscellaneous
1 20 (26.67%) Analytical Skills
2 12 (16.00%) Smart Meter
3 5 (6.67%) Self-Motivation
3 5 (6.67%) Smart Energy
4 4 (5.33%) Management Information System
5 3 (4.00%) Blackberry
5 3 (4.00%) User Experience
6 1 (1.33%) Distributed Denial-of-Service
6 1 (1.33%) Mobile App
6 1 (1.33%) PKI
6 1 (1.33%) Public Cloud
Operating Systems
1 29 (38.67%) Windows
2 18 (24.00%) Linux
3 13 (17.33%) Windows Server
4 9 (12.00%) pSOS
5 4 (5.33%) Windows 10
5 4 (5.33%) Windows Server 2008
5 4 (5.33%) Windows Server 2012
6 3 (4.00%) Mac OS
6 3 (4.00%) OS/400
6 3 (4.00%) Ubuntu
6 3 (4.00%) Windows 7
7 1 (1.33%) Android
7 1 (1.33%) Apple iOS
7 1 (1.33%) SUSE
7 1 (1.33%) Windows Server 2003
Processes & Methodologies
1 29 (38.67%) Web Filtering
2 23 (30.67%) SIEM
3 18 (24.00%) Problem-Solving
4 17 (22.67%) Security Management
5 16 (21.33%) Project Management
6 15 (20.00%) Business Continuity
6 15 (20.00%) Change Management
6 15 (20.00%) ITIL
6 15 (20.00%) Patch Management
6 15 (20.00%) Vulnerability Management
7 14 (18.67%) Cybersecurity
7 14 (18.67%) Network Management
7 14 (18.67%) Penetration Testing
8 13 (17.33%) ITIL V3
8 13 (17.33%) Task Automation
9 12 (16.00%) High Availability
9 12 (16.00%) Proactive Monitoring
9 12 (16.00%) Programme Delivery
10 10 (13.33%) Vulnerability Assessment
11 9 (12.00%) Stakeholder Engagement
Programming Languages
1 4 (5.33%) Java
2 3 (4.00%) C#
2 3 (4.00%) Python
2 3 (4.00%) Scala
3 2 (2.67%) C
3 2 (2.67%) PowerShell
4 1 (1.33%) JavaScript
4 1 (1.33%) PHP
Qualifications
1 24 (32.00%) Cisco Certification
2 20 (26.67%) CCNP
3 14 (18.67%) CISSP
4 12 (16.00%) Degree
5 11 (14.67%) CCDP
6 10 (13.33%) CCNA
7 3 (4.00%) ITIL Certification
7 3 (4.00%) Security Cleared
8 2 (2.67%) CISA
8 2 (2.67%) CISM
8 2 (2.67%) SC Cleared
9 1 (1.33%) MCSA
9 1 (1.33%) Microsoft Certification
9 1 (1.33%) Postgraduate
Quality Assurance & Compliance
1 9 (12.00%) PMO
2 3 (4.00%) ISO/IEC 27001
3 2 (2.67%) GDPR
3 2 (2.67%) SLA
4 1 (1.33%) ISO/IEC 27005
4 1 (1.33%) PCI DSS
System Software
1 14 (18.67%) Active Directory
2 11 (14.67%) Firmware
3 10 (13.33%) VMware Infrastructure
4 8 (10.67%) Hyper-V
5 3 (4.00%) VMware ESXi
5 3 (4.00%) XenApp
5 3 (4.00%) XenDesktop
6 2 (2.67%) Docker
Systems Management
1 11 (14.67%) Cisco CUCM
1 11 (14.67%) Cisco UCCX
1 11 (14.67%) Nessus
1 11 (14.67%) TrustSec
2 5 (6.67%) SmoothWall
3 2 (2.67%) Kubernetes
3 2 (2.67%) Norton AntiVirus
4 1 (1.33%) Forefront Identity Manager
4 1 (1.33%) SCCM
4 1 (1.33%) Single Sign-On
Vendors
1 40 (53.33%) Cisco
2 17 (22.67%) Microsoft
3 10 (13.33%) VMware
4 9 (12.00%) F5
5 7 (9.33%) HP
5 7 (9.33%) Riverbed
6 6 (8.00%) SonicWALL
7 5 (6.67%) Aruba
7 5 (6.67%) Citrix
8 4 (5.33%) Google
9 3 (4.00%) IBM
9 3 (4.00%) Meraki
9 3 (4.00%) Sophos
9 3 (4.00%) Veeam
10 2 (2.67%) CheckPoint
10 2 (2.67%) EMC
10 2 (2.67%) Forcepoint
10 2 (2.67%) JD Edwards
10 2 (2.67%) Oracle
10 2 (2.67%) Symantec