Period
to 18 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
England > South East
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 389 357 397
Rank change year-on-year -32 +40 +20
Permanent jobs citing Kalman Filter 144 187 222
As % of all permanent IT jobs advertised in the South East 0.49% 0.65% 0.62%
As % of the Processes & Methodologies category 0.54% 0.72% 0.70%
Number of salaries quoted 131 137 175
South East median annual salary £55,000 £45,000 £37,500
Median salary % change year-on-year +22.22% +20.00% -11.76%
10th Percentile £23,000 £29,450 £22,200
90th Percentile £68,750 £72,500 £62,500
England median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% -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 South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,507 25,833 31,859
As % of all permanent IT jobs advertised in the South East 89.51% 89.23% 89.05%
Number of salaries quoted 21,895 21,303 26,682
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £27,000 £27,250
90th Percentile £71,250 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

Kalman Filter
Job Vacancy Trend in the South East

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

Job vacancy trend for Kalman Filter in the South East

Kalman Filter
Salary Trend in the South East

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

Salary trend for Kalman Filter in the South East

Kalman Filter
Salary Histogram in the South East

The salary distribution of IT jobs citing Kalman Filter in the South East over the 6 months to 18 September 2018.

Salary histogram for Kalman Filter in the South East

Kalman Filter
Job Locations in the South East

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 East region over the 6 months to 18 September 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
Surrey +14 51 £55,000 +9.45% 4
Thames Valley -62 50 £55,000 +48.65% 12
Oxfordshire -31 29 £67,000 +62.42% 5
Hampshire 0 24 £55,000 +43.79% 15
Berkshire -28 19 £55,000 +57.14% 6
Kent +23 16 £55,000 -8.33% 2
East Sussex -13 7 £45,000 -
West Sussex -5 4 £42,500 -10.53% 3
Buckinghamshire +15 2 £35,750 +55.43% 1
Kalman Filter
England

For the 6 months to 18 September 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 South East region with a requirement for Kalman Filter.

1 44 (30.56%) Firewall
2 40 (27.78%) Agile Software Development
3 35 (24.31%) WAN
4 34 (23.61%) Problem-Solving
5 33 (22.92%) LAN
5 33 (22.92%) Windows
6 31 (21.53%) Degree
7 29 (20.14%) SQL
7 29 (20.14%) Computer Science
8 27 (18.75%) Java
8 27 (18.75%) Linux
8 27 (18.75%) Data Modelling
8 27 (18.75%) Cisco
8 27 (18.75%) Microsoft
9 26 (18.06%) Web Filtering
10 23 (15.97%) VPN
10 23 (15.97%) ITIL
10 23 (15.97%) Amazon AWS
10 23 (15.97%) Machine Learning
11 22 (15.28%) Active Directory
12 21 (14.58%) DNS
12 21 (14.58%) Finance
12 21 (14.58%) Scrum
12 21 (14.58%) Jenkins
13 20 (13.89%) GitHub
13 20 (13.89%) Data Science
13 20 (13.89%) Unit Testing
13 20 (13.89%) Continuous Integration
14 19 (13.19%) Software Engineering
14 19 (13.19%) Natural Language Processing

Kalman Filter
Co-occurring IT Skills in the South East 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 (11.81%) JBoss
2 15 (10.42%) MS Exchange
3 7 (4.86%) Apache Pig
3 7 (4.86%) Apache Spark
4 6 (4.17%) Exchange Server 2010
4 6 (4.17%) Exchange Server 2013
5 5 (3.47%) IIS
6 4 (2.78%) WordPress
7 3 (2.08%) Exchange Server 2003
8 2 (1.39%) SharePoint
9 1 (0.69%) Skype for Business
Applications
1 8 (5.56%) Microsoft Office
2 7 (4.86%) GNU Octave
2 7 (4.86%) Microsoft Excel
3 3 (2.08%) Microsoft PowerPoint
3 3 (2.08%) Simulink
4 2 (1.39%) Microsoft Project
Business Applications
1 3 (2.08%) Remedy ITSM
Cloud Services
1 23 (15.97%) Amazon AWS
2 20 (13.89%) GitHub
3 11 (7.64%) Office 365
4 7 (4.86%) Microsoft Azure
5 6 (4.17%) G Suite
6 4 (2.78%) npm
6 4 (2.78%) Zapier
7 3 (2.08%) Cloud Computing
7 3 (2.08%) Mimecast
8 1 (0.69%) Azure Active Directory
Communications & Networking
1 44 (30.56%) Firewall
2 35 (24.31%) WAN
3 33 (22.92%) LAN
4 23 (15.97%) VPN
5 21 (14.58%) DNS
6 12 (8.33%) Intrusion Detection
7 11 (7.64%) MPLS
7 11 (7.64%) Network Security
7 11 (7.64%) Wireless
7 11 (7.64%) WLAN
8 9 (6.25%) DMZ
8 9 (6.25%) Ethernet
8 9 (6.25%) NetScaler
8 9 (6.25%) VLAN
9 8 (5.56%) TCP/IP
10 7 (4.86%) Internet
10 7 (4.86%) Wi-Fi
11 6 (4.17%) HTTP
11 6 (4.17%) VoIP
11 6 (4.17%) VPLS
Database & Business Intelligence
1 12 (8.33%) Relational Database
2 10 (6.94%) MongoDB
3 8 (5.56%) MySQL
4 7 (4.86%) Amazon DynamoDB
4 7 (4.86%) Apache Hive
4 7 (4.86%) Big Data
4 7 (4.86%) Impala
5 5 (3.47%) Oracle Database
5 5 (3.47%) RDBMS
5 5 (3.47%) SQL Server
5 5 (3.47%) SQLPlus
6 3 (2.08%) Hadoop
7 1 (0.69%) QlikView
Development Applications
1 21 (14.58%) Jenkins
2 17 (11.81%) Selenium
3 9 (6.25%) Git (software)
4 5 (3.47%) ProC
4 5 (3.47%) PVCS
5 4 (2.78%) gulp
5 4 (2.78%) JIRA
5 4 (2.78%) PHPUnit
5 4 (2.78%) Vagrant
5 4 (2.78%) Visual Composer
5 4 (2.78%) webpack
6 3 (2.08%) Bitbucket
6 3 (2.08%) CMake
6 3 (2.08%) Visual Studio
7 1 (0.69%) Subversion
General
1 21 (14.58%) Finance
2 7 (4.86%) Telecoms
3 6 (4.17%) Games
3 6 (4.17%) Marketing
4 4 (2.78%) Electronics
4 4 (2.78%) Legal
5 3 (2.08%) Local Government
6 2 (1.39%) Manufacturing
7 1 (0.69%) Automotive
Job Titles
1 30 (20.83%) Analyst
2 24 (16.67%) Developer
3 19 (13.19%) Network Engineer
4 13 (9.03%) IT Support
4 13 (9.03%) Support Engineer
5 12 (8.33%) IT Engineer
5 12 (8.33%) Security Engineer
6 11 (7.64%) Security Analyst
7 10 (6.94%) Java Developer
7 10 (6.94%) Senior Developer
7 10 (6.94%) Senior Java Developer
7 10 (6.94%) Systems Developer
8 9 (6.25%) Software Engineer
9 8 (5.56%) Data Analyst
9 8 (5.56%) IT Analyst
9 8 (5.56%) IT Support Engineer
9 8 (5.56%) Senior Software Engineer
10 7 (4.86%) 3rd Line Engineer
10 7 (4.86%) Computer Engineer
10 7 (4.86%) Computer Vision Engineer
Libraries, Frameworks & Software Standards
1 19 (13.19%) Natural Language Processing
2 17 (11.81%) Spring
2 17 (11.81%) Web Services
3 9 (6.25%) jQuery
4 7 (4.86%) NumPy
4 7 (4.86%) Pandas
4 7 (4.86%) REST
5 6 (4.17%) OpenCV
6 5 (3.47%) HTML
7 4 (2.78%) Ajax
7 4 (2.78%) CSS
7 4 (2.78%) Highcharts JS
7 4 (2.78%) Node.js
7 4 (2.78%) SAML
7 4 (2.78%) Sass
7 4 (2.78%) SVG
8 3 (2.08%) Boost C++ Libraries
8 3 (2.08%) Express
8 3 (2.08%) Qt
8 3 (2.08%) ZeroMQ
Miscellaneous
1 29 (20.14%) Computer Science
2 12 (8.33%) Management Information System
3 11 (7.64%) Analytical Skills
4 8 (5.56%) Algorithms
5 7 (4.86%) Self-Motivation
6 6 (4.17%) CUDA
6 6 (4.17%) Private Cloud
7 4 (2.78%) Data Centre
7 4 (2.78%) Driving Licence
7 4 (2.78%) Mobile App
8 3 (2.08%) Field-Programmable Gate Array
8 3 (2.08%) Security Operations Centre
9 2 (1.39%) Acoustics
9 2 (1.39%) Data Protection Act
9 2 (1.39%) iPhone
9 2 (1.39%) Reference Data
9 2 (1.39%) Replication
9 2 (1.39%) Robotics
9 2 (1.39%) Verilog
9 2 (1.39%) VHDL
Operating Systems
1 33 (22.92%) Windows
2 27 (18.75%) Linux
3 12 (8.33%) Windows Server 2008
4 11 (7.64%) Unix
4 11 (7.64%) Windows 7
4 11 (7.64%) Windows Server
5 10 (6.94%) AIX
6 8 (5.56%) Windows 10
7 7 (4.86%) Windows Server 2012
8 3 (2.08%) Apple iOS
8 3 (2.08%) Mac OS
8 3 (2.08%) Mac OS X
9 2 (1.39%) Android
9 2 (1.39%) Windows 8
10 1 (0.69%) Embedded Linux
10 1 (0.69%) VxWorks
10 1 (0.69%) Windows Server 2003
Processes & Methodologies
1 40 (27.78%) Agile Software Development
2 34 (23.61%) Problem-Solving
3 27 (18.75%) Data Modelling
4 26 (18.06%) Web Filtering
5 23 (15.97%) ITIL
5 23 (15.97%) Machine Learning
6 21 (14.58%) Scrum
7 20 (13.89%) Continuous Integration
7 20 (13.89%) Data Science
7 20 (13.89%) Unit Testing
8 19 (13.19%) Software Engineering
9 18 (12.50%) Information Security
9 18 (12.50%) SDLC
10 17 (11.81%) BPMN
10 17 (11.81%) Service Management
10 17 (11.81%) TDD
11 16 (11.11%) Email Filtering
12 14 (9.72%) SIEM
13 13 (9.03%) Analytics
14 12 (8.33%) Problem Management
Programming Languages
1 29 (20.14%) SQL
2 27 (18.75%) Java
3 17 (11.81%) C++
4 15 (10.42%) Python
5 13 (9.03%) C
6 9 (6.25%) JavaScript
7 8 (5.56%) Shell Script
8 7 (4.86%) R
9 6 (4.17%) MATLAB
10 5 (3.47%) Perl
10 5 (3.47%) PL/SQL
10 5 (3.47%) T-SQL
11 4 (2.78%) PHP
12 3 (2.08%) Google Apps Script
13 1 (0.69%) Embedded C
13 1 (0.69%) Embedded C++
13 1 (0.69%) PowerShell
Qualifications
1 31 (21.53%) Degree
2 14 (9.72%) Cisco Certification
2 14 (9.72%) CISSP
3 11 (7.64%) CCNP
4 9 (6.25%) CCNA
5 8 (5.56%) PhD
6 7 (4.86%) Security Cleared
7 6 (4.17%) CCIE
7 6 (4.17%) CEH
7 6 (4.17%) SC Cleared
8 5 (3.47%) CompTIA Security+
9 4 (2.78%) CCSA
9 4 (2.78%) CISM
10 3 (2.08%) Computer Science Degree
10 3 (2.08%) DV Cleared
10 3 (2.08%) GCIH
10 3 (2.08%) ITIL Certification
11 2 (1.39%) GSEC
11 2 (1.39%) MCSA
11 2 (1.39%) Microsoft Certification
Quality Assurance & Compliance
1 14 (9.72%) ISO/IEC 27001
2 9 (6.25%) GDPR
2 9 (6.25%) SLA
3 7 (4.86%) PCI DSS
3 7 (4.86%) QA
4 3 (2.08%) GPG13
5 2 (1.39%) Data Quality
5 2 (1.39%) PMO
6 1 (0.69%) ISO 22301
System Software
1 22 (15.28%) Active Directory
2 11 (7.64%) Hyper-V
3 7 (4.86%) VMware Infrastructure
4 3 (2.08%) XenServer
5 2 (1.39%) vSphere
Systems Management
1 10 (6.94%) Backup Exec
2 5 (3.47%) Single Sign-On
3 4 (2.78%) SCCM
4 3 (2.08%) Norton AntiVirus
5 2 (1.39%) Nessus
5 2 (1.39%) Nmap
6 1 (0.69%) CSIRT
Vendors
1 27 (18.75%) Cisco
1 27 (18.75%) Microsoft
2 14 (9.72%) Citrix
3 12 (8.33%) Oracle
4 11 (7.64%) VMware
5 7 (4.86%) Blue Coat
5 7 (4.86%) Veeam
6 6 (4.17%) F5
6 6 (4.17%) Forcepoint
6 6 (4.17%) HP
6 6 (4.17%) Juniper
6 6 (4.17%) SolarWinds
6 6 (4.17%) Zscaler
7 5 (3.47%) Aruba
7 5 (3.47%) CheckPoint
7 5 (3.47%) Google
8 4 (2.78%) Apple
8 4 (2.78%) Barracuda Networks
8 4 (2.78%) Symantec
9 3 (2.08%) Remedy