Period
to 17 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of 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 17 December 2017 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > East of England
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 279 319 342
Rank change year-on-year +40 +23 +9
Permanent jobs citing Kalman Filter 73 48 55
As % of all permanent IT jobs advertised in the East of England 0.61% 0.37% 0.36%
As % of the Processes & Methodologies category 0.69% 0.42% 0.42%
Number of salaries quoted 71 29 42
East of England median annual salary £45,000 £40,000 £46,750
Median salary % change year-on-year +12.50% -14.44% +24.67%
10th Percentile £29,000 £37,500 £33,075
90th Percentile £57,500 £48,750 £62,500
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10642 11462 13249
As % of all permanent IT jobs advertised in the East of England 88.24% 88.78% 87.48%
Number of salaries quoted 8613 9423 10878
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Kalman Filter
Job Vacancy Trend in the East of England

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

Job vacancy trend for Kalman Filter in the East of England

Kalman Filter
Salary Trend in the East of England

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

Salary trend for Kalman Filter in the East of England

Kalman Filter
Salary Histogram in the East of England

The salary distribution of IT jobs citing Kalman Filter in the East of England over the 6 months to 17 December 2017.

Salary histogram for Kalman Filter in the East of England

Kalman Filter
Job Locations in the East of 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 East of England region over the 6 months to 17 December 2017. 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
Hertfordshire +19 42 £46,500 +9.41% 1
Cambridgeshire -28 23 £45,000 +12.50% 4
Bedfordshire - 6 £42,500 -
Suffolk +16 2 £43,750 +9.38%
Kalman Filter
England

For the 6 months to 17 December 2017, IT jobs citing Kalman Filter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Kalman Filter.

1 39 (53.42%) Firewall
1 39 (53.42%) Hyper-V
2 33 (45.21%) Windows
3 31 (42.47%) VMware
3 31 (42.47%) Windows Server
4 30 (41.10%) VMware Infrastructure
5 27 (36.99%) Active Directory
6 25 (34.25%) DHCP
6 25 (34.25%) DNS
6 25 (34.25%) Microsoft
7 23 (31.51%) Web Filtering
8 20 (27.40%) Linux
8 20 (27.40%) HP
8 20 (27.40%) SAN
9 19 (26.03%) Office 365
10 18 (24.66%) ITIL
11 17 (23.29%) MS Exchange
11 17 (23.29%) Electronics
12 16 (21.92%) Citrix
12 16 (21.92%) Windows Server 2008
12 16 (21.92%) Exchange Server 2010
13 15 (20.55%) Windows 7
13 15 (20.55%) ISO/IEC 27001
13 15 (20.55%) Degree
13 15 (20.55%) Email Filtering
13 15 (20.55%) VPN
13 15 (20.55%) C++
14 14 (19.18%) Mimecast
14 14 (19.18%) Microsoft Azure
15 13 (17.81%) Cisco Certification

Kalman Filter
Co-occurring IT Skills in the East of 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 17 (23.29%) MS Exchange
2 16 (21.92%) Exchange Server 2010
3 11 (15.07%) Exchange Server 2013
4 9 (12.33%) Skype for Business
5 5 (6.85%) Exchange Server 2007
6 1 (1.37%) Apache Spark
Applications
1 6 (8.22%) Microsoft Office
Business Applications
1 1 (1.37%) Orchard Housing
Cloud Services
1 19 (26.03%) Office 365
2 14 (19.18%) Microsoft Azure
2 14 (19.18%) Mimecast
3 9 (12.33%) SaaS
Communications & Networking
1 39 (53.42%) Firewall
2 25 (34.25%) DHCP
2 25 (34.25%) DNS
3 20 (27.40%) SAN
4 15 (20.55%) VPN
5 11 (15.07%) LAN
6 9 (12.33%) SSL
6 9 (12.33%) Unified Communications
7 6 (8.22%) ADSL
7 6 (8.22%) iSCSI
7 6 (8.22%) VLAN
7 6 (8.22%) VoIP
7 6 (8.22%) WAN
7 6 (8.22%) Wi-Fi
8 5 (6.85%) Internet
8 5 (6.85%) NAS
8 5 (6.85%) Structured Cabling
9 4 (5.48%) Cisco ASA
10 1 (1.37%) IP Telephony
10 1 (1.37%) VDSL
Database & Business Intelligence
1 9 (12.33%) Amazon RDS
1 9 (12.33%) MySQL
2 7 (9.59%) SQL Server
2 7 (9.59%) SQL Server 2008
3 1 (1.37%) Apache Hive
3 1 (1.37%) Big Data
3 1 (1.37%) Impala
3 1 (1.37%) RDBMS
3 1 (1.37%) Relational Database
3 1 (1.37%) SQL Server Integration Services
Development Applications
1 4 (5.48%) Eclipse
1 4 (5.48%) Git (software)
1 4 (5.48%) Visual Studio
1 4 (5.48%) Xcode
2 1 (1.37%) JIRA
General
1 17 (23.29%) Electronics
2 9 (12.33%) Manufacturing
3 6 (8.22%) Finance
3 6 (8.22%) Telecoms
4 5 (6.85%) Dutch Language
4 5 (6.85%) Marketing
5 3 (4.11%) Banking
6 1 (1.37%) Automotive
6 1 (1.37%) Legal
Job Titles
1 15 (20.55%) Analyst
2 14 (19.18%) Support Engineer
3 12 (16.44%) IT Engineer
4 11 (15.07%) Infrastructure Engineer
5 10 (13.70%) IT Support
6 8 (10.96%) 3rd Line Engineer
6 8 (10.96%) 3rd Line Support
6 8 (10.96%) Security Analyst
7 7 (9.59%) 3rd Line Support Engineer
7 7 (9.59%) Cloud Engineer
7 7 (9.59%) IT Support Engineer
7 7 (9.59%) Office 365 Engineer
7 7 (9.59%) Support Analyst
7 7 (9.59%) Wintel Engineer
7 7 (9.59%) Wintel Support
7 7 (9.59%) Wintel Support Engineer
8 6 (8.22%) 3rd Line Infrastructure Engineer
8 6 (8.22%) Cybersecurity Consultant
8 6 (8.22%) Cybersecurity Engineer
8 6 (8.22%) Information Security Engineer
Libraries, Frameworks & Software Standards
1 9 (12.33%) LAMP
2 5 (6.85%) TensorFlow
2 5 (6.85%) Torch
Miscellaneous
1 11 (15.07%) Algorithms
2 9 (12.33%) Clustering
3 7 (9.59%) Analytical Skills
4 6 (8.22%) Data Protection Act
4 6 (8.22%) User Experience
5 5 (6.85%) CUDA
5 5 (6.85%) Embedded Systems
5 5 (6.85%) GPGPU
6 3 (4.11%) Acoustics
6 3 (4.11%) Computer Science
6 3 (4.11%) Security Operations Centre
7 2 (2.74%) Management Information System
8 1 (1.37%) Blog
8 1 (1.37%) CMDB
8 1 (1.37%) Driving Licence
Operating Systems
1 33 (45.21%) Windows
2 31 (42.47%) Windows Server
3 20 (27.40%) Linux
4 16 (21.92%) Windows Server 2008
5 15 (20.55%) Windows 7
6 11 (15.07%) Mac OS X
7 9 (12.33%) Windows 10
7 9 (12.33%) Windows 8
8 5 (6.85%) Windows Server 2012
Processes & Methodologies
1 23 (31.51%) Web Filtering
2 18 (24.66%) ITIL
3 15 (20.55%) Email Filtering
4 12 (16.44%) Signal Processing
5 11 (15.07%) Disaster Recovery
5 11 (15.07%) Mathematics
6 9 (12.33%) Business Continuity
6 9 (12.33%) Information Security
6 9 (12.33%) Load Balancing
6 9 (12.33%) Network Virtualisation
6 9 (12.33%) Penetration Testing
7 8 (10.96%) Machine Learning
7 8 (10.96%) Project Management
8 7 (9.59%) Cybersecurity
9 6 (8.22%) Cryptography
9 6 (8.22%) Data Protection
9 6 (8.22%) Patch Management
9 6 (8.22%) Problem Management
9 6 (8.22%) Regulatory Compliance
9 6 (8.22%) Software Engineering
Programming Languages
1 15 (20.55%) C++
2 13 (17.81%) C
3 11 (15.07%) MATLAB
3 11 (15.07%) PowerShell
4 9 (12.33%) Assembly Language
5 6 (8.22%) Python
5 6 (8.22%) SQL
5 6 (8.22%) VBScript
6 1 (1.37%) R
Qualifications
1 15 (20.55%) Degree
2 13 (17.81%) CCNA
2 13 (17.81%) Cisco Certification
2 13 (17.81%) Microsoft Certification
3 8 (10.96%) MCSA
4 7 (9.59%) PhD
5 6 (8.22%) MCP
6 5 (6.85%) MCITP
7 4 (5.48%) CISSP
8 3 (4.11%) CCAA
8 3 (4.11%) Citrix Certification
8 3 (4.11%) MCSE
8 3 (4.11%) VMware Certified Professional (VCP)
9 1 (1.37%) Computer Science Degree
Quality Assurance & Compliance
1 15 (20.55%) ISO/IEC 27001
2 6 (8.22%) Cyber Essentials
2 6 (8.22%) Cyber Essentials PLUS
2 6 (8.22%) PCI DSS
2 6 (8.22%) SLA
System Software
1 39 (53.42%) Hyper-V
2 30 (41.10%) VMware Infrastructure
3 27 (36.99%) Active Directory
4 9 (12.33%) VMware ESXi
Systems Management
1 9 (12.33%) Backup Exec
2 1 (1.37%) Oozie
Vendors
1 31 (42.47%) VMware
2 25 (34.25%) Microsoft
3 20 (27.40%) HP
4 16 (21.92%) Citrix
5 9 (12.33%) Dell
5 9 (12.33%) NetApp
5 9 (12.33%) SAP
5 9 (12.33%) Veeam
6 8 (10.96%) Cisco
7 5 (6.85%) Avaya
7 5 (6.85%) WatchGuard
8 4 (5.48%) Perforce
9 3 (4.11%) SonicWALL
10 1 (1.37%) Orchard
10 1 (1.37%) Twitter