Period
to 17 July 2019

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

Kalman Filtering
South East > Berkshire
6 months to
17 Jul 2019
Same period 2018 Same period 2017
Rank 225 251 207
Rank change year-on-year +26 -44 +81
Permanent jobs citing Kalman Filter 20 16 55
As % of all permanent IT jobs advertised in Berkshire 0.34% 0.24% 0.83%
As % of the Processes & Methodologies category 0.38% 0.26% 0.93%
Number of salaries quoted 16 12 16
Berkshire median annual salary £38,000 £50,000 £41,429
Median salary % change year-on-year -24.00% +20.69% +10.48%
10th Percentile £20,125 £21,250 £26,250
90th Percentile £62,500 £75,750 £73,750
South East median annual salary £46,750 £55,000 £44,500
% change year-on-year -15.00% +23.60% +18.67%

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5,327 6,160 5,886
As % of all permanent IT jobs advertised in Berkshire 91.29% 90.98% 88.34%
Number of salaries quoted 4,307 4,917 4,627
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £31,150 £30,000 £27,500
90th Percentile £77,500 £73,750 £75,000
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Kalman Filter
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Kalman Filter in Berkshire

Kalman Filter
Salary Trend in Berkshire

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

Salary trend for Kalman Filter in Berkshire

Kalman Filter
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Kalman Filter in Berkshire over the 6 months to 17 July 2019.

Salary histogram for Kalman Filter in Berkshire

Kalman Filter
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kalman Filter within the Berkshire region over the 6 months to 17 July 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
Reading -3 12 £41,500 -12.63% 3
Bracknell -7 4 £24,000 +6.67% 1
Newbury +9 2 £50,000 -11.11%
Slough - 2 £19,000 -
Kalman Filter
South East

For the 6 months to 17 July 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 Berkshire region with a requirement for Kalman Filter.

1 13 (65.00%) Windows
2 11 (55.00%) Unix
3 8 (40.00%) DNS
3 8 (40.00%) Linux
4 7 (35.00%) C++
4 7 (35.00%) Active Directory
4 7 (35.00%) Firewall
4 7 (35.00%) Degree
4 7 (35.00%) Security Cleared
5 6 (30.00%) Wireless
6 5 (25.00%) SQL
6 5 (25.00%) ITIL
6 5 (25.00%) Network Security
6 5 (25.00%) CentOS
7 4 (20.00%) IVR
7 4 (20.00%) Cisco UCCE
7 4 (20.00%) GPON
7 4 (20.00%) VMware ESXi
7 4 (20.00%) MRTG
7 4 (20.00%) F5
7 4 (20.00%) VMware Infrastructure
7 4 (20.00%) Cisco ICM
7 4 (20.00%) Cisco UCCX
7 4 (20.00%) Cisco CUCM
7 4 (20.00%) DMVPN
7 4 (20.00%) Cisco Nexus
7 4 (20.00%) HSRP
7 4 (20.00%) ServiceNow
7 4 (20.00%) F5 BIG-IP LTM
7 4 (20.00%) Cisco ICM Scripting

Kalman Filter
Co-occurring IT Skills in Berkshire 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 3 (15.00%) IIS
2 2 (10.00%) SharePoint
3 1 (5.00%) Apache
3 1 (5.00%) Confluence
3 1 (5.00%) nginx
3 1 (5.00%) Tomcat
Applications
1 2 (10.00%) Microsoft Excel
1 2 (10.00%) Microsoft Office
1 2 (10.00%) MS Visio
1 2 (10.00%) Spreadsheet
Business Applications
1 4 (20.00%) Cisco SocialMiner
2 2 (10.00%) Dynamics CRM
2 2 (10.00%) Dynamics NAV
3 1 (5.00%) OPENHousing
Cloud Services
1 3 (15.00%) Cloud Computing
1 3 (15.00%) G Suite
1 3 (15.00%) Office 365
2 1 (5.00%) Amazon AWS
2 1 (5.00%) Amazon CloudWatch
2 1 (5.00%) Amazon EC2
2 1 (5.00%) Amazon ELB
2 1 (5.00%) Amazon S3
2 1 (5.00%) AWS CloudFormation
2 1 (5.00%) Microsoft Azure
2 1 (5.00%) Route 53
2 1 (5.00%) Virtual Private Cloud
Communications & Networking
1 8 (40.00%) DNS
2 7 (35.00%) Firewall
3 6 (30.00%) Wireless
4 5 (25.00%) Network Security
5 4 (20.00%) BGP
5 4 (20.00%) Cisco ICM
5 4 (20.00%) Cisco Nexus
5 4 (20.00%) DMVPN
5 4 (20.00%) DSLAM
5 4 (20.00%) EIGRP
5 4 (20.00%) F5 BIG-IP LTM
5 4 (20.00%) GPON
5 4 (20.00%) HSRP
5 4 (20.00%) LAN
5 4 (20.00%) MPLS
5 4 (20.00%) MRTG
5 4 (20.00%) OSPF
5 4 (20.00%) SSH
5 4 (20.00%) VPN
5 4 (20.00%) VRRP
Database & Business Intelligence
1 4 (20.00%) MySQL
2 2 (10.00%) MS Access
2 2 (10.00%) SQL Server
2 2 (10.00%) SQL Server 2008
2 2 (10.00%) SQL Server Reporting Services
3 1 (5.00%) Amazon RDS
Development Applications
1 4 (20.00%) VSS/SourceSafe
2 1 (5.00%) Git (software)
2 1 (5.00%) Jenkins
2 1 (5.00%) JIRA
2 1 (5.00%) Subversion
General
1 3 (15.00%) Retail
2 2 (10.00%) Marketing
3 1 (5.00%) Finance
3 1 (5.00%) Publishing
Job Titles
1 7 (35.00%) C++ Developer
1 7 (35.00%) Developer
2 5 (25.00%) Network Engineer
3 4 (20.00%) Network Security Engineer
3 4 (20.00%) Security Engineer
4 3 (15.00%) Computer Science Graduate
4 3 (15.00%) Graduate
4 3 (15.00%) IT Graduate
4 3 (15.00%) Senior C++ Developer
4 3 (15.00%) Senior Developer
5 2 (10.00%) 1st Line Engineer
5 2 (10.00%) 1st Line Support
5 2 (10.00%) 1st Line Support Engineer
5 2 (10.00%) Junior
5 2 (10.00%) Junior Support Engineer
5 2 (10.00%) Lead Developer
5 2 (10.00%) Product Manager
5 2 (10.00%) Support Engineer
6 1 (5.00%) Infrastructure Engineer
6 1 (5.00%) Unix Developer
Libraries, Frameworks & Software Standards
1 4 (20.00%) CGI
Miscellaneous
1 4 (20.00%) Algorithms
1 4 (20.00%) Data Centre
1 4 (20.00%) IVR
2 2 (10.00%) Analytical Skills
2 2 (10.00%) CCTV
2 2 (10.00%) Handset
2 2 (10.00%) User Experience
3 1 (5.00%) Data Protection Act
Operating Systems
1 13 (65.00%) Windows
2 11 (55.00%) Unix
3 8 (40.00%) Linux
4 5 (25.00%) CentOS
5 2 (10.00%) Windows 10
5 2 (10.00%) Windows Server 2003
5 2 (10.00%) Windows Server 2012
6 1 (5.00%) Amazon Linux
6 1 (5.00%) Red Hat Enterprise Linux
6 1 (5.00%) Windows Server
Processes & Methodologies
1 5 (25.00%) ITIL
2 4 (20.00%) Cisco ICM Scripting
3 3 (15.00%) Computer Science
4 2 (10.00%) Business Analysis
4 2 (10.00%) CRM
4 2 (10.00%) Decision-Making
4 2 (10.00%) ERP
4 2 (10.00%) Problem-Solving
4 2 (10.00%) Process Management
4 2 (10.00%) Product Management
4 2 (10.00%) Product Roadmap
5 1 (5.00%) Agile Software Development
5 1 (5.00%) Auto-Scaling
5 1 (5.00%) Configuration Management
5 1 (5.00%) Data Protection
5 1 (5.00%) DevOps
5 1 (5.00%) Infrastructure Engineering
5 1 (5.00%) Scrum
5 1 (5.00%) Workflow
Programming Languages
1 7 (35.00%) C++
2 5 (25.00%) SQL
3 4 (20.00%) Python
4 3 (15.00%) Google Apps Script
4 3 (15.00%) Java
Qualifications
1 7 (35.00%) Degree
1 7 (35.00%) Security Cleared
2 3 (15.00%) Computer Science Degree
2 3 (15.00%) SC Cleared
Quality Assurance & Compliance
1 1 (5.00%) ISO/IEC 27001
1 1 (5.00%) NIST
1 1 (5.00%) PCI DSS
System Software
1 7 (35.00%) Active Directory
2 4 (20.00%) iptables
2 4 (20.00%) VMware ESXi
2 4 (20.00%) VMware Infrastructure
3 2 (10.00%) Terminal Services
Systems Management
1 4 (20.00%) Cisco CUCM
1 4 (20.00%) Cisco UCCE
1 4 (20.00%) Cisco UCCX
1 4 (20.00%) vCenter Server
1 4 (20.00%) vMotion
2 1 (5.00%) Terraform
Vendors
1 4 (20.00%) Cisco
1 4 (20.00%) F5
1 4 (20.00%) Palo Alto
1 4 (20.00%) ServiceNow
1 4 (20.00%) VMware
2 3 (15.00%) Google
2 3 (15.00%) Microsoft
3 2 (10.00%) Altova
4 1 (5.00%) Atlassian
4 1 (5.00%) Forcepoint
4 1 (5.00%) OneLogin
4 1 (5.00%) SaltStack
4 1 (5.00%) Splunk