Period
to 20 June 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > North West
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 296 320 311
Rank change year-on-year +24 -9 +30
Permanent jobs citing Kalman Filter 70 42 36
As % of all permanent IT jobs advertised in the North West 0.57% 0.33% 0.32%
As % of the Processes & Methodologies category 0.62% 0.36% 0.36%
Number of salaries quoted 61 35 27
North West median annual salary £44,000 £42,500 £35,000
Median salary % change year-on-year +3.53% +21.43% -
10th Percentile £25,500 £27,350 £24,500
90th Percentile £60,000 £47,500 £40,400
England median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% -

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 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 11,227 11,693 10,137
As % of all permanent IT jobs advertised in the North West 91.39% 91.25% 89.75%
Number of salaries quoted 9,038 9,586 8,488
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £26,250 £26,250 £24,000
90th Percentile £66,250 £62,875 £62,500
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 20 June 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 20 June 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 +26 28 £33,750 +2.27% 5
Cheshire -16 19 £40,000 -11.11% 2
Merseyside - 17 £60,000 -
Lancashire -3 6 £37,000 +5.71%
Kalman Filter
England

For the 6 months to 20 June 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 41 (58.57%) Cisco
1 41 (58.57%) Firewall
2 35 (50.00%) WAN
3 30 (42.86%) Cisco Certification
4 27 (38.57%) Wireless
5 26 (37.14%) LAN
6 24 (34.29%) CCNP
6 24 (34.29%) SSL
6 24 (34.29%) VPN
6 24 (34.29%) MPLS
6 24 (34.29%) IPsec
6 24 (34.29%) Cisco IOS
6 24 (34.29%) Cisco ASA
7 23 (32.86%) Problem-Solving
8 21 (30.00%) Web Filtering
9 20 (28.57%) Network Security
9 20 (28.57%) Windows
9 20 (28.57%) Linux
10 19 (27.14%) DNS
11 18 (25.71%) MS Visio
11 18 (25.71%) Microsoft PowerPoint
11 18 (25.71%) Analytical Skills
12 17 (24.29%) Intrusion Detection
13 16 (22.86%) VoIP
14 15 (21.43%) CCNA
14 15 (21.43%) Security Management
14 15 (21.43%) Patch Management
14 15 (21.43%) Vulnerability Management
15 14 (20.00%) F5
15 14 (20.00%) SIEM

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 8 (11.43%) SharePoint
2 2 (2.86%) Skype for Business
3 1 (1.43%) Exchange Server 2010
3 1 (1.43%) MS Exchange
Applications
1 18 (25.71%) Microsoft PowerPoint
1 18 (25.71%) MS Visio
2 11 (15.71%) Microsoft Office
3 9 (12.86%) Microsoft Excel
4 2 (2.86%) Spreadsheet
Business Applications
1 2 (2.86%) CaseMap
1 2 (2.86%) Concordance
1 2 (2.86%) LexisNexis TimeMap
1 2 (2.86%) Veritas eDiscovery
2 1 (1.43%) SAP SD
Cloud Services
1 10 (14.29%) Amazon AWS
2 7 (10.00%) Microsoft Azure
3 6 (8.57%) Office 365
4 3 (4.29%) Google Cloud Platform
4 3 (4.29%) SaaS
Communications & Networking
1 41 (58.57%) Firewall
2 35 (50.00%) WAN
3 27 (38.57%) Wireless
4 26 (37.14%) LAN
5 24 (34.29%) Cisco ASA
5 24 (34.29%) Cisco IOS
5 24 (34.29%) IPsec
5 24 (34.29%) MPLS
5 24 (34.29%) SSL
5 24 (34.29%) VPN
6 20 (28.57%) Network Security
7 19 (27.14%) DNS
8 17 (24.29%) Intrusion Detection
9 16 (22.86%) VoIP
10 14 (20.00%) TCP/IP
11 12 (17.14%) BGP
11 12 (17.14%) EIGRP
11 12 (17.14%) Ethernet
11 12 (17.14%) OSPF
11 12 (17.14%) TACACS
Database & Business Intelligence
1 7 (10.00%) Big Data
2 4 (5.71%) Relational Database
3 3 (4.29%) Amazon RDS
3 3 (4.29%) MongoDB
3 3 (4.29%) Redis
3 3 (4.29%) SQL Server
4 2 (2.86%) Data Warehouse
4 2 (2.86%) InterSystems Cache
4 2 (2.86%) MS Access
4 2 (2.86%) Oracle BI EE
4 2 (2.86%) Oracle BI Publisher
4 2 (2.86%) Oracle Database 12c
Development Applications
1 2 (2.86%) Eclipse
General
1 11 (15.71%) Finance
2 5 (7.14%) Retail
3 4 (5.71%) Legal
4 3 (4.29%) Electronics
5 2 (2.86%) Law
5 2 (2.86%) Marketing
6 1 (1.43%) Back Office
6 1 (1.43%) Banking
6 1 (1.43%) Telecoms
Job Titles
1 19 (27.14%) Network Engineer
2 14 (20.00%) Security Engineer
3 13 (18.57%) Network Security Engineer
4 12 (17.14%) Senior Network Engineer
4 12 (17.14%) Senior Network Security Engineer
4 12 (17.14%) Senior Security Engineer
5 9 (12.86%) Analyst
6 8 (11.43%) Administrator
7 6 (8.57%) Network Administrator
7 6 (8.57%) Support Engineer
8 5 (7.14%) Developer
8 5 (7.14%) PMO Manager
9 4 (5.71%) Cisco Engineer
9 4 (5.71%) Cisco Network Engineer
10 3 (4.29%) Cisco Administrator
10 3 (4.29%) Cisco Network Administrator
10 3 (4.29%) IT Manager
10 3 (4.29%) Security Analyst
11 2 (2.86%) Digital Analyst
11 2 (2.86%) IT Engineer
Libraries, Frameworks & Software Standards
1 3 (4.29%) 802.1X
1 3 (4.29%) Kafka
1 3 (4.29%) RabbitMQ
1 3 (4.29%) RESTful
2 1 (1.43%) .NET
2 1 (1.43%) REST
Miscellaneous
1 18 (25.71%) Analytical Skills
2 5 (7.14%) Management Information System
2 5 (7.14%) Smart Meter
3 3 (4.29%) Blackberry
3 3 (4.29%) Self-Motivation
3 3 (4.29%) User Experience
4 1 (1.43%) Client/Server
4 1 (1.43%) Driving Licence
4 1 (1.43%) Smart Energy
Operating Systems
1 20 (28.57%) Linux
1 20 (28.57%) Windows
2 5 (7.14%) pSOS
3 4 (5.71%) Windows Server
4 3 (4.29%) SUSE
4 3 (4.29%) Ubuntu
4 3 (4.29%) Windows Server 2008
4 3 (4.29%) Windows Server 2012
5 2 (2.86%) CentOS
5 2 (2.86%) Debian
Processes & Methodologies
1 23 (32.86%) Problem-Solving
2 21 (30.00%) Web Filtering
3 15 (21.43%) Patch Management
3 15 (21.43%) Security Management
3 15 (21.43%) Vulnerability Management
4 14 (20.00%) ITIL
4 14 (20.00%) Penetration Testing
4 14 (20.00%) SIEM
5 13 (18.57%) Change Management
5 13 (18.57%) Task Automation
6 12 (17.14%) Business Continuity
6 12 (17.14%) High Availability
6 12 (17.14%) Network Management
6 12 (17.14%) Proactive Monitoring
6 12 (17.14%) Programme Delivery
7 11 (15.71%) ITIL V3
7 11 (15.71%) Project Management
7 11 (15.71%) Root Cause Analysis
7 11 (15.71%) Security Patching
8 9 (12.86%) Configuration Management
Programming Languages
1 4 (5.71%) Java
2 3 (4.29%) C#
2 3 (4.29%) Python
2 3 (4.29%) Scala
2 3 (4.29%) SQL
3 2 (2.86%) C
3 2 (2.86%) VBA
Qualifications
1 30 (42.86%) Cisco Certification
2 24 (34.29%) CCNP
3 15 (21.43%) CCNA
4 13 (18.57%) CISSP
5 12 (17.14%) Degree
6 11 (15.71%) CCDP
7 3 (4.29%) Security Cleared
8 2 (2.86%) CISA
8 2 (2.86%) CISM
8 2 (2.86%) Microsoft Certification
8 2 (2.86%) SC Cleared
9 1 (1.43%) ITIL Certification
9 1 (1.43%) MCSA
Quality Assurance & Compliance
1 7 (10.00%) PMO
2 6 (8.57%) SLA
3 2 (2.86%) Data Quality
3 2 (2.86%) ISO/IEC 27001
4 1 (1.43%) GDPR
4 1 (1.43%) PCI DSS
System Software
1 11 (15.71%) Firmware
2 6 (8.57%) Active Directory
3 5 (7.14%) Hyper-V
3 5 (7.14%) VMware Infrastructure
4 2 (2.86%) Docker
Systems Management
1 11 (15.71%) Cisco CUCM
1 11 (15.71%) Cisco UCCX
1 11 (15.71%) Nessus
1 11 (15.71%) TrustSec
2 2 (2.86%) Kubernetes
2 2 (2.86%) Norton AntiVirus
2 2 (2.86%) SCCM
2 2 (2.86%) SmoothWall
3 1 (1.43%) Forefront Identity Manager
3 1 (1.43%) Single Sign-On
Vendors
1 41 (58.57%) Cisco
2 14 (20.00%) F5
3 12 (17.14%) Riverbed
4 9 (12.86%) Microsoft
5 5 (7.14%) VMware
6 4 (5.71%) HP
7 3 (4.29%) Google
7 3 (4.29%) SonicWALL
8 2 (2.86%) Aruba
8 2 (2.86%) Capita
8 2 (2.86%) CheckPoint
8 2 (2.86%) Citrix
8 2 (2.86%) Dell KACE
8 2 (2.86%) hybris
8 2 (2.86%) Informatica
8 2 (2.86%) IronPort
8 2 (2.86%) LogRhythm
8 2 (2.86%) Red Hat
8 2 (2.86%) Sitecore
8 2 (2.86%) Trend Micro