Period
to 25 April 2019

The following table provides summary statistics for permanent job vacancies advertised in the South 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 25 April 2019 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > South West
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 278 319 292
Rank change year-on-year +41 -27 +64
Permanent jobs citing Kalman Filter 51 25 43
As % of all permanent IT jobs advertised in the South West 0.50% 0.23% 0.42%
As % of the Processes & Methodologies category 0.55% 0.26% 0.46%
Number of salaries quoted 29 18 42
South West median annual salary £52,500 £47,500 £40,000
Median salary % change year-on-year +10.53% +18.75% +9.59%
10th Percentile £28,050 £36,000 £28,129
90th Percentile £77,500 £54,150 £55,000
England median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% +5.26%

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 South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9,309 9,758 9,359
As % of all permanent IT jobs advertised in the South West 92.03% 91.58% 92.11%
Number of salaries quoted 7,182 8,025 7,677
South West median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £67,500 £63,750 £65,000
England median annual salary £52,500 £50,000 £49,500
% change year-on-year +5.00% +1.01% +4.21%

Kalman Filter
Job Vacancy Trend in the South West

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

Job vacancy trend for Kalman Filter in the South West

Kalman Filter
Salary Trend in the South West

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

Salary trend for Kalman Filter in the South West

Kalman Filter
Salary Histogram in the South West

The salary distribution of IT jobs citing Kalman Filter in the South West over the 6 months to 25 April 2019.

Salary histogram for Kalman Filter in the South West

Kalman Filter
Job Locations in the South 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 South West region over the 6 months to 25 April 2019. 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
Gloucestershire +18 22 £40,000 -2.44% 7
Bristol +33 16 £60,000 +33.33%
Dorset +12 9 £28,250 -5.83%
Somerset - 4 £31,500 -
Kalman Filter
England

For the 6 months to 25 April 2019, 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 South West region with a requirement for Kalman Filter.

1 28 (54.90%) Algorithms
2 22 (43.14%) C
2 22 (43.14%) C++
2 22 (43.14%) Python
3 21 (41.18%) VHDL
3 21 (41.18%) Field-Programmable Gate Array
3 21 (41.18%) Signal Processing
4 19 (37.25%) SC Cleared
4 19 (37.25%) Security Cleared
5 15 (29.41%) Firewall
5 15 (29.41%) Software-Defined Radio
6 14 (27.45%) Digital Signal Processing
6 14 (27.45%) Image Processing
6 14 (27.45%) Verilog
6 14 (27.45%) Linux
6 14 (27.45%) Embedded C
6 14 (27.45%) Embedded Linux
6 14 (27.45%) Penetration Testing
7 13 (25.49%) Cybersecurity
8 11 (21.57%) Continuous Integration
8 11 (21.57%) Business Development
8 11 (21.57%) Finance
8 11 (21.57%) SIEM
8 11 (21.57%) Problem-Solving
9 10 (19.61%) Email Filtering
9 10 (19.61%) TCP/IP
10 8 (15.69%) MATLAB
10 8 (15.69%) Degree
10 8 (15.69%) Computer Science
10 8 (15.69%) Mentor Graphics

Kalman Filter
Co-occurring IT Skills in the South 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 1 (1.96%) Exchange Server 2013
1 1 (1.96%) MS Exchange
Applications
1 3 (5.88%) Microsoft Office
Business Applications
1 1 (1.96%) Oracle Payables
Cloud Services
1 4 (7.84%) Amazon AWS
1 4 (7.84%) Amazon EC2
1 4 (7.84%) Amazon S3
1 4 (7.84%) AWS CloudTrail
1 4 (7.84%) AWS Lambda
1 4 (7.84%) Office 365
1 4 (7.84%) Route 53
1 4 (7.84%) Serverless
1 4 (7.84%) Virtual Private Cloud
Communications & Networking
1 15 (29.41%) Firewall
1 15 (29.41%) Software-Defined Radio
2 10 (19.61%) TCP/IP
3 8 (15.69%) Network Security
4 6 (11.76%) DNS
5 5 (9.80%) Sourcefire
6 2 (3.92%) DHCP
6 2 (3.92%) Internet
7 1 (1.96%) ADSL
7 1 (1.96%) BGP
7 1 (1.96%) Cisco ASA
7 1 (1.96%) Intrusion Detection
7 1 (1.96%) LAN
7 1 (1.96%) MPLS
7 1 (1.96%) OSPF
7 1 (1.96%) VPLS
7 1 (1.96%) VPN
7 1 (1.96%) VRRP
7 1 (1.96%) WAN
7 1 (1.96%) Wi-Fi
Database & Business Intelligence
1 4 (7.84%) Amazon DynamoDB
1 4 (7.84%) Amazon RDS
2 1 (1.96%) SQL Server
Development Applications
1 7 (13.73%) Git (software)
1 7 (13.73%) Jenkins
1 7 (13.73%) Rational DOORS
General
1 11 (21.57%) Finance
2 5 (9.80%) Electronics
2 5 (9.80%) Manufacturing
2 5 (9.80%) Marketing
2 5 (9.80%) Telecoms
3 1 (1.96%) Financial Institution
Job Titles
1 12 (23.53%) RF Engineer
2 11 (21.57%) FPGA Engineer
3 9 (17.65%) Research Engineer
4 8 (15.69%) Development Engineer
4 8 (15.69%) Junior
4 8 (15.69%) Security Engineer
5 7 (13.73%) Cybersecurity Engineer
5 7 (13.73%) Electronics Engineer
5 7 (13.73%) Senior Electronics Engineer
5 7 (13.73%) Senior FPGA Engineer
6 6 (11.76%) Developer
6 6 (11.76%) Java Developer
6 6 (11.76%) Junior Developer
6 6 (11.76%) Junior Java Developer
7 4 (7.84%) Architect
7 4 (7.84%) Embedded Engineer
7 4 (7.84%) Network Security Specialist
7 4 (7.84%) Network Specialist
7 4 (7.84%) Radio Engineer
7 4 (7.84%) Security Specialist
Libraries, Frameworks & Software Standards
1 5 (9.80%) Web Services
Miscellaneous
1 28 (54.90%) Algorithms
2 21 (41.18%) Field-Programmable Gate Array
2 21 (41.18%) VHDL
3 14 (27.45%) Verilog
4 7 (13.73%) CPLD
5 1 (1.96%) Driving Licence
5 1 (1.96%) Fintech
5 1 (1.96%) Replication
5 1 (1.96%) Tandem
Operating Systems
1 14 (27.45%) Embedded Linux
1 14 (27.45%) Linux
2 5 (9.80%) Windows
3 2 (3.92%) Windows Server 2008
3 2 (3.92%) Windows Server 2012
4 1 (1.96%) Windows Server
Processes & Methodologies
1 21 (41.18%) Signal Processing
2 14 (27.45%) Digital Signal Processing
2 14 (27.45%) Image Processing
2 14 (27.45%) Penetration Testing
3 13 (25.49%) Cybersecurity
4 11 (21.57%) Business Development
4 11 (21.57%) Continuous Integration
4 11 (21.57%) Problem-Solving
4 11 (21.57%) SIEM
5 10 (19.61%) Email Filtering
6 8 (15.69%) Computer Science
7 7 (13.73%) Mentoring
7 7 (13.73%) Requirements Management
7 7 (13.73%) Vulnerability Management
7 7 (13.73%) Web Filtering
8 6 (11.76%) Cyber Assurance
8 6 (11.76%) Cyber Threat Intelligence
8 6 (11.76%) Event Correlation
8 6 (11.76%) OWASP
8 6 (11.76%) Security Monitoring
Programming Languages
1 22 (43.14%) C
1 22 (43.14%) C++
1 22 (43.14%) Python
2 14 (27.45%) Embedded C
3 8 (15.69%) MATLAB
4 7 (13.73%) Java
4 7 (13.73%) Tcl
5 1 (1.96%) SQL
Qualifications
1 19 (37.25%) SC Cleared
1 19 (37.25%) Security Cleared
2 8 (15.69%) Degree
3 7 (13.73%) Computer Science Degree
3 7 (13.73%) DV Cleared
4 5 (9.80%) CEH
4 5 (9.80%) CHFI
4 5 (9.80%) CISSP
4 5 (9.80%) SANS
5 4 (7.84%) AWS Certification
6 2 (3.92%) A+ Certification
6 2 (3.92%) DBS Check
7 1 (1.96%) CCNA
7 1 (1.96%) Cisco Certification
7 1 (1.96%) MCT
7 1 (1.96%) Numerate Degree
Quality Assurance & Compliance
1 2 (3.92%) SLA
2 1 (1.96%) Cyber Essentials
2 1 (1.96%) ISO/IEC 27001
System Software
1 4 (7.84%) Active Directory
2 3 (5.88%) Hyper-V
3 2 (3.92%) VMware Infrastructure
4 1 (1.96%) Firmware
Systems Management
1 4 (7.84%) CASB
2 1 (1.96%) McAfee ePO
2 1 (1.96%) Nessus
Vendors
1 8 (15.69%) Mentor Graphics
2 7 (13.73%) Altera
2 7 (13.73%) Intel
2 7 (13.73%) Xilinx
3 5 (9.80%) CheckPoint
3 5 (9.80%) Cisco
3 5 (9.80%) Forcepoint
3 5 (9.80%) LogRhythm
3 5 (9.80%) SAP
3 5 (9.80%) Splunk
4 4 (7.84%) AlgoSec
4 4 (7.84%) Blue Coat
4 4 (7.84%) Imperva
4 4 (7.84%) Symantec
5 3 (5.88%) McAfee
5 3 (5.88%) Microsoft
6 2 (3.92%) Apple
6 2 (3.92%) Citrix
6 2 (3.92%) VMware
7 1 (1.96%) Brocade