Period
to 17 January 2018

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 January 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > East of England
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 260 321 330
Rank change year-on-year +61 +9 +30
Permanent jobs citing Kalman Filter 84 42 55
As % of all permanent IT jobs advertised in the East of England 0.71% 0.34% 0.38%
As % of the Processes & Methodologies category 0.81% 0.38% 0.43%
Number of salaries quoted 76 24 48
East of England median annual salary £45,000 £40,000 £58,500
Median salary % change year-on-year +12.50% -31.62% +67.14%
10th Percentile £29,375 £37,500 £35,000
90th Percentile £56,875 £44,625 £78,750
England median annual salary £48,000 £48,000 £47,500
% change year-on-year - +1.05% +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 10,424 11,139 12,787
As % of all permanent IT jobs advertised in the East of England 88.00% 88.93% 87.48%
Number of salaries quoted 8,465 9,157 10,492
East of England median annual salary £47,500 £45,344 £45,000
Median salary % change year-on-year +4.75% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £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 January 2018.

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 January 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
Hertfordshire +24 43 £46,500 +9.41% 3
Cambridgeshire -23 33 £47,500 +18.75% 11
Bedfordshire - 7 £42,500 - 1
Suffolk +19 1 £35,000 -41.67%
Kalman Filter
England

For the 6 months to 17 January 2018, 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 42 (50.00%) Firewall
2 39 (46.43%) Hyper-V
3 33 (39.29%) Windows
4 31 (36.90%) VMware
5 29 (34.52%) Microsoft
5 29 (34.52%) Windows Server
6 28 (33.33%) DNS
6 28 (33.33%) VMware Infrastructure
7 24 (28.57%) DHCP
7 24 (28.57%) Linux
7 24 (28.57%) Active Directory
7 24 (28.57%) Web Filtering
8 21 (25.00%) Electronics
9 20 (23.81%) Office 365
10 19 (22.62%) Degree
10 19 (22.62%) C++
11 18 (21.43%) HP
11 18 (21.43%) Cisco Certification
11 18 (21.43%) SAN
12 17 (20.24%) Signal Processing
13 16 (19.05%) Windows Server 2008
13 16 (19.05%) C
14 15 (17.86%) ITIL
14 15 (17.86%) MS Exchange
14 15 (17.86%) ISO/IEC 27001
14 15 (17.86%) Exchange Server 2010
14 15 (17.86%) Email Filtering
15 14 (16.67%) Cisco
15 14 (16.67%) Microsoft Certification
16 13 (15.48%) VPN

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 15 (17.86%) Exchange Server 2010
1 15 (17.86%) MS Exchange
2 9 (10.71%) Exchange Server 2013
3 8 (9.52%) Skype for Business
4 5 (5.95%) Exchange Server 2007
5 1 (1.19%) Apache Spark
Applications
1 7 (8.33%) Microsoft Office
2 4 (4.76%) MS Visio
3 2 (2.38%) Mathcad
Cloud Services
1 20 (23.81%) Office 365
2 13 (15.48%) Microsoft Azure
2 13 (15.48%) Mimecast
3 10 (11.90%) SaaS
Communications & Networking
1 42 (50.00%) Firewall
2 28 (33.33%) DNS
3 24 (28.57%) DHCP
4 18 (21.43%) SAN
5 13 (15.48%) VPN
6 10 (11.90%) Internet
6 10 (11.90%) LAN
6 10 (11.90%) SSL
7 8 (9.52%) Unified Communications
8 6 (7.14%) ADSL
8 6 (7.14%) NAS
8 6 (7.14%) Network Security
8 6 (7.14%) Structured Cabling
9 5 (5.95%) Cisco ASA
10 4 (4.76%) iSCSI
10 4 (4.76%) MPLS
10 4 (4.76%) SMTP
10 4 (4.76%) VLAN
10 4 (4.76%) VoIP
10 4 (4.76%) WAN
Database & Business Intelligence
1 10 (11.90%) MySQL
2 8 (9.52%) Amazon RDS
3 5 (5.95%) SQL Server
3 5 (5.95%) SQL Server 2008
4 1 (1.19%) Apache Hive
4 1 (1.19%) Big Data
4 1 (1.19%) Impala
4 1 (1.19%) RDBMS
4 1 (1.19%) Relational Database
4 1 (1.19%) SQL Server Integration Services
Development Applications
1 4 (4.76%) Eclipse
1 4 (4.76%) Git (software)
1 4 (4.76%) Visual Studio
1 4 (4.76%) Xcode
2 1 (1.19%) JIRA
General
1 21 (25.00%) Electronics
2 10 (11.90%) Manufacturing
3 6 (7.14%) Dutch Language
3 6 (7.14%) Finance
3 6 (7.14%) Telecoms
4 5 (5.95%) Banking
4 5 (5.95%) Marketing
5 1 (1.19%) Automotive
5 1 (1.19%) Legal
Job Titles
1 17 (20.24%) Analyst
2 15 (17.86%) Support Engineer
3 14 (16.67%) IT Engineer
4 12 (14.29%) Infrastructure Engineer
5 10 (11.90%) IT Support
5 10 (11.90%) Security Analyst
6 8 (9.52%) 3rd Line Engineer
6 8 (9.52%) IT Support Engineer
7 7 (8.33%) 3rd Line Support
7 7 (8.33%) 3rd Line Support Engineer
7 7 (8.33%) Cloud Engineer
7 7 (8.33%) Electronics Engineer
7 7 (8.33%) Office 365 Engineer
7 7 (8.33%) Support Analyst
7 7 (8.33%) Wintel Engineer
7 7 (8.33%) Wintel Support
7 7 (8.33%) Wintel Support Engineer
8 6 (7.14%) Exchange Engineer
8 6 (7.14%) Windows Engineer
8 6 (7.14%) Windows Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 10 (11.90%) LAMP
2 5 (5.95%) TensorFlow
2 5 (5.95%) Torch
Miscellaneous
1 12 (14.29%) Algorithms
2 10 (11.90%) Clustering
3 9 (10.71%) Analytical Skills
4 5 (5.95%) CUDA
4 5 (5.95%) Embedded Systems
4 5 (5.95%) GPGPU
5 4 (4.76%) Data Protection Act
5 4 (4.76%) User Experience
6 3 (3.57%) Acoustics
6 3 (3.57%) Computer Science
6 3 (3.57%) Management Information System
6 3 (3.57%) Security Operations Centre
7 2 (2.38%) Cyber Kill Chain
8 1 (1.19%) Blog
Operating Systems
1 33 (39.29%) Windows
2 29 (34.52%) Windows Server
3 24 (28.57%) Linux
4 16 (19.05%) Windows Server 2008
5 12 (14.29%) Windows 7
6 10 (11.90%) Mac OS X
7 8 (9.52%) Windows 10
7 8 (9.52%) Windows 8
8 6 (7.14%) Windows Server 2012
Processes & Methodologies
1 24 (28.57%) Web Filtering
2 17 (20.24%) Signal Processing
3 15 (17.86%) Email Filtering
3 15 (17.86%) ITIL
4 12 (14.29%) Mathematics
5 10 (11.90%) Disaster Recovery
5 10 (11.90%) Information Security
5 10 (11.90%) Load Balancing
5 10 (11.90%) Network Virtualisation
6 8 (9.52%) Business Continuity
6 8 (9.52%) Machine Learning
6 8 (9.52%) Penetration Testing
7 7 (8.33%) Cybersecurity
7 7 (8.33%) Project Management
7 7 (8.33%) SIEM
7 7 (8.33%) Software Engineering
8 6 (7.14%) High Availability
8 6 (7.14%) IT Strategy
9 5 (5.95%) Computer Vision
9 5 (5.95%) Security Operations
Programming Languages
1 19 (22.62%) C++
2 16 (19.05%) C
3 12 (14.29%) MATLAB
4 10 (11.90%) PowerShell
5 9 (10.71%) Assembly Language
6 8 (9.52%) Python
7 4 (4.76%) SQL
7 4 (4.76%) VBScript
8 1 (1.19%) R
Qualifications
1 19 (22.62%) Degree
2 18 (21.43%) Cisco Certification
3 14 (16.67%) Microsoft Certification
4 12 (14.29%) CCNA
5 8 (9.52%) PhD
6 6 (7.14%) CCNP
6 6 (7.14%) MCITP
6 6 (7.14%) MCP
6 6 (7.14%) MCSA
7 4 (4.76%) CISSP
7 4 (4.76%) JNCIP
8 3 (3.57%) MCSE
8 3 (3.57%) VMware Certified Professional (VCP)
9 2 (2.38%) CCIE
9 2 (2.38%) CCSP
9 2 (2.38%) GCWN
9 2 (2.38%) ISSAP
9 2 (2.38%) ISSEP
9 2 (2.38%) RHCA
9 2 (2.38%) RHCE
Quality Assurance & Compliance
1 15 (17.86%) ISO/IEC 27001
2 6 (7.14%) SLA
3 5 (5.95%) PCI DSS
4 4 (4.76%) Cyber Essentials
4 4 (4.76%) Cyber Essentials PLUS
System Software
1 39 (46.43%) Hyper-V
2 28 (33.33%) VMware Infrastructure
3 24 (28.57%) Active Directory
4 8 (9.52%) VMware ESXi
Systems Management
1 8 (9.52%) Backup Exec
2 2 (2.38%) RSA Security Analytics
3 1 (1.19%) Oozie
Vendors
1 31 (36.90%) VMware
2 29 (34.52%) Microsoft
3 18 (21.43%) HP
4 14 (16.67%) Cisco
5 12 (14.29%) Citrix
6 10 (11.90%) SAP
7 8 (9.52%) Dell
7 8 (9.52%) NetApp
7 8 (9.52%) Veeam
8 6 (7.14%) Avaya
8 6 (7.14%) WatchGuard
9 5 (5.95%) Juniper
10 4 (4.76%) Perforce
11 2 (2.38%) Red Hat
11 2 (2.38%) SonicWALL
11 2 (2.38%) Splunk
11 2 (2.38%) Symantec
12 1 (1.19%) IronPort
12 1 (1.19%) Kaspersky
12 1 (1.19%) Twitter