Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
East of England > Hertfordshire
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 207 200 214
Rank change year-on-year -7 +14 +9
Permanent jobs citing Kalman Filter 15 18 9
As % of all permanent IT jobs advertised in Hertfordshire 0.33% 0.42% 0.19%
As % of the Processes & Methodologies category 0.37% 0.46% 0.21%
Number of salaries quoted 9 20 3
Hertfordshire median annual salary £35,000 £32,500 £50,000
Median salary % change year-on-year +7.69% -35.00% +17.65%
10th Percentile £27,500 £24,500 £29,800
90th Percentile £44,600 £65,000 £50,950
East of England median annual salary £43,250 £32,500 £40,000
% change year-on-year +33.08% -18.75% -10.11%

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 4,026 3,895 4,251
As % of all permanent IT jobs advertised in Hertfordshire 88.15% 89.81% 88.75%
Number of salaries quoted 3,204 3,276 3,446
Hertfordshire median annual salary £50,000 £47,500 £46,500
Median salary % change year-on-year +5.26% +2.15% +3.33%
10th Percentile £27,500 £27,500 £27,000
90th Percentile £72,500 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Kalman Filter
Job Vacancy Trend in Hertfordshire

Job postings citing Kalman Filter as a percentage of all IT jobs advertised in Hertfordshire.

Job vacancy trend for Kalman Filter in Hertfordshire

Kalman Filter
Salary Trend in Hertfordshire

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

Salary trend for Kalman Filter in Hertfordshire

Kalman Filter
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Kalman Filter in Hertfordshire over the 6 months to 21 July 2018.

Salary histogram for Kalman Filter in Hertfordshire

Kalman Filter
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the Hertfordshire region over the 6 months to 21 July 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
Watford +11 7 £35,000 -22.22%
Stevenage - 4 - -
Borehamwood +16 1 £35,000 +7.69% 1
St Albans - 1 - -
Kalman Filter
East of England

For the 6 months to 21 July 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 Hertfordshire region with a requirement for Kalman Filter.

1 11 (73.33%) Signal Processing
2 10 (66.67%) Algorithms
2 10 (66.67%) C++
2 10 (66.67%) PhD
2 10 (66.67%) MATLAB
3 6 (40.00%) Telecoms
3 6 (40.00%) Artificial Intelligence
3 6 (40.00%) Physics
3 6 (40.00%) Machine Learning
3 6 (40.00%) Data Science
4 5 (33.33%) Electronics
5 4 (26.67%) Wireless
5 4 (26.67%) Python
5 4 (26.67%) 3GPP
5 4 (26.67%) UMTS
5 4 (26.67%) WCDMA
5 4 (26.67%) Windows
5 4 (26.67%) LTE
5 4 (26.67%) Hyper-V
5 4 (26.67%) Numerical Analysis
5 4 (26.67%) Systems Analysis
5 4 (26.67%) Validation
5 4 (26.67%) VMware
5 4 (26.67%) Self-Motivation
5 4 (26.67%) Problem-Solving
5 4 (26.67%) Performance Engineering
5 4 (26.67%) Performance Improvement
5 4 (26.67%) Test Strategy
5 4 (26.67%) Mathematics
5 4 (26.67%) Analytical Skills

Kalman Filter
Co-occurring IT Skills in Hertfordshire 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 1 (6.67%) Exchange Server 2007
1 1 (6.67%) Exchange Server 2010
1 1 (6.67%) Exchange Server 2013
1 1 (6.67%) MS Exchange
1 1 (6.67%) Skype for Business
Applications
1 1 (6.67%) Mathcad
1 1 (6.67%) Microsoft Office
Cloud Services
1 3 (20.00%) Microsoft Azure
1 3 (20.00%) Office 365
2 2 (13.33%) Mimecast
Communications & Networking
1 4 (26.67%) 3GPP
1 4 (26.67%) LTE
1 4 (26.67%) UMTS
1 4 (26.67%) WCDMA
1 4 (26.67%) Wireless
2 3 (20.00%) DHCP
2 3 (20.00%) DNS
2 3 (20.00%) Firewall
2 3 (20.00%) SAN
3 2 (13.33%) Unified Communications
3 2 (13.33%) VPN
4 1 (6.67%) ADSL
4 1 (6.67%) LAN
4 1 (6.67%) NAS
4 1 (6.67%) Network Security
4 1 (6.67%) Structured Cabling
Database & Business Intelligence
1 1 (6.67%) Amazon RDS
General
1 6 (40.00%) Telecoms
2 5 (33.33%) Electronics
3 1 (6.67%) Banking
Job Titles
1 6 (40.00%) Process Engineer
1 6 (40.00%) Research Engineer
2 4 (26.67%) Algorithm Engineer
2 4 (26.67%) Senior Algorithm Engineer
2 4 (26.67%) Wireless Engineer
3 3 (20.00%) Support Engineer
4 2 (13.33%) 3rd Line Support
5 1 (6.67%) 2nd Line Support
5 1 (6.67%) 2nd Line Support Engineer
5 1 (6.67%) 3rd Line Support Engineer
5 1 (6.67%) Desktop Engineer
5 1 (6.67%) Desktop Support
5 1 (6.67%) Desktop Support Engineer
5 1 (6.67%) Hardware Engineer
5 1 (6.67%) Linux Engineer
5 1 (6.67%) Linux Support
5 1 (6.67%) Support Specialist
5 1 (6.67%) Technical Specialist
5 1 (6.67%) Technical Support
5 1 (6.67%) Windows Engineer
Miscellaneous
1 10 (66.67%) Algorithms
2 4 (26.67%) Analytical Skills
2 4 (26.67%) Self-Motivation
Operating Systems
1 4 (26.67%) Windows
1 4 (26.67%) Windows Server
2 2 (13.33%) Linux
2 2 (13.33%) Windows 10
2 2 (13.33%) Windows 7
2 2 (13.33%) Windows 8
3 1 (6.67%) Mac OS X
3 1 (6.67%) Windows Server 2008
Processes & Methodologies
1 11 (73.33%) Signal Processing
2 6 (40.00%) Artificial Intelligence
2 6 (40.00%) Data Science
2 6 (40.00%) Machine Learning
2 6 (40.00%) Physics
3 4 (26.67%) Complexity Analysis
3 4 (26.67%) Mathematics
3 4 (26.67%) Numerical Analysis
3 4 (26.67%) Performance Engineering
3 4 (26.67%) Performance Improvement
3 4 (26.67%) Problem-Solving
3 4 (26.67%) Systems Analysis
3 4 (26.67%) Test Strategy
3 4 (26.67%) Validation
4 3 (20.00%) Web Filtering
5 2 (13.33%) IT Strategy
5 2 (13.33%) ITIL
6 1 (6.67%) Business Continuity
6 1 (6.67%) Disaster Recovery
6 1 (6.67%) Email Filtering
Programming Languages
1 10 (66.67%) C++
1 10 (66.67%) MATLAB
2 4 (26.67%) Python
Qualifications
1 10 (66.67%) PhD
2 1 (6.67%) CCNA
2 1 (6.67%) Cisco Certification
2 1 (6.67%) MCP
2 1 (6.67%) MCSA
2 1 (6.67%) Microsoft Certification
System Software
1 4 (26.67%) Hyper-V
2 3 (20.00%) Active Directory
2 3 (20.00%) VMware Infrastructure
3 1 (6.67%) VMware ESXi
Systems Management
1 2 (13.33%) Backup Exec
Vendors
1 4 (26.67%) VMware
2 3 (20.00%) HP
3 2 (13.33%) Citrix
3 2 (13.33%) Dell
3 2 (13.33%) Microsoft
3 2 (13.33%) NetApp
3 2 (13.33%) Veeam
4 1 (6.67%) Avaya
4 1 (6.67%) SAP
4 1 (6.67%) WatchGuard