Period
to 12 November 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 12 November 2018 with a comparison to the same period in the previous 2 years.

Kalman Filtering
UK > England
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 527 551 552
Rank change year-on-year +24 +1 +56
Permanent jobs citing Kalman Filter 771 792 832
As % of all permanent IT jobs advertised in England 0.51% 0.47% 0.46%
As % of the Processes & Methodologies category 0.56% 0.52% 0.51%
Number of salaries quoted 640 644 685
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,975 £26,750 £26,250
90th Percentile £80,250 £72,500 £73,250
UK median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 137,325 152,810 162,988
As % of all permanent IT jobs advertised in England 91.20% 91.52% 90.92%
Number of salaries quoted 110,297 121,650 136,832
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Kalman Filter
Job Vacancy Trend in England

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

Job vacancy trend for Kalman Filter in England

Kalman Filter
Salary Trend in England

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

Salary trend for Kalman Filter in England

Kalman Filter
Salary Histogram in England

The salary distribution of IT jobs citing Kalman Filter in England over the 6 months to 12 November 2018.

Salary histogram for Kalman Filter in England

Kalman Filter
Job Locations in 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 England region over the 6 months to 12 November 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
London +53 378 £62,500 +13.64% 59
South East -35 116 £48,000 +1.05% 37
East of England +83 110 £36,000 -20.00% 25
North of England -2 95 £40,000 +14.29% 47
North West +5 67 £43,500 +24.29% 18
Midlands +46 54 £57,500 +64.29% 12
West Midlands +59 48 £57,500 +43.75% 8
South West +7 22 £34,368 -1.81% 11
Yorkshire +1 21 £36,250 -0.68% 28
North East -2 7 £31,250 -18.30% 1
East Midlands +2 5 £39,000 +30.00% 4
Kalman Filter
UK

For the 6 months to 12 November 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 England region with a requirement for Kalman Filter.

1 377 (48.90%) Firewall
2 303 (39.30%) Web Filtering
3 252 (32.68%) Windows
4 242 (31.39%) Cisco
5 238 (30.87%) Microsoft
6 203 (26.33%) Active Directory
7 191 (24.77%) VMware
8 189 (24.51%) Finance
9 170 (22.05%) LAN
10 165 (21.40%) WAN
11 153 (19.84%) DNS
12 151 (19.58%) TCP/IP
13 147 (19.07%) VMware Infrastructure
13 147 (19.07%) SIEM
14 140 (18.16%) ITIL
14 140 (18.16%) Information Security
15 134 (17.38%) Cisco Certification
16 132 (17.12%) Intrusion Detection
17 130 (16.86%) Office 365
18 129 (16.73%) Microsoft Azure
19 128 (16.60%) Data Centre
20 122 (15.82%) VPN
21 120 (15.56%) Network Security
22 119 (15.43%) Linux
23 118 (15.30%) DHCP
23 118 (15.30%) Windows Server
24 116 (15.05%) Problem-Solving
24 116 (15.05%) Agile Software Development
25 114 (14.79%) Hyper-V
25 114 (14.79%) Cybersecurity

Kalman Filter
Co-occurring IT Skills in 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 87 (11.28%) MS Exchange
2 82 (10.64%) SharePoint
3 48 (6.23%) Exchange Server 2010
4 44 (5.71%) Exchange Server 2013
5 41 (5.32%) Skype for Business
6 22 (2.85%) Exchange Server 2007
7 19 (2.46%) SharePoint Server
8 18 (2.33%) Exchange Server 2003
9 13 (1.69%) IIS
10 12 (1.56%) CMS
11 9 (1.17%) WordPress
12 7 (0.91%) Apache
12 7 (0.91%) Apache Spark
12 7 (0.91%) Confluence
12 7 (0.91%) SAS
13 6 (0.78%) BizTalk Server
13 6 (0.78%) Commerce Server
13 6 (0.78%) SharePoint 2010
14 5 (0.65%) Apache Pig
15 4 (0.52%) Elasticsearch
Applications
1 48 (6.23%) Microsoft Office
2 27 (3.50%) Microsoft Excel
3 26 (3.37%) MS Visio
4 23 (2.98%) Microsoft PowerPoint
5 5 (0.65%) GNU Octave
6 3 (0.39%) Adobe Creative Suite
6 3 (0.39%) Photoshop
6 3 (0.39%) Spreadsheet
7 1 (0.13%) InVision
7 1 (0.13%) OmniGraffle
7 1 (0.13%) Simulink
Business Applications
1 15 (1.95%) Actimize
2 7 (0.91%) Remedy ITSM
3 4 (0.52%) Dynamics CRM
3 4 (0.52%) Dynamics NAV
3 4 (0.52%) Global One
4 2 (0.26%) Cognos Business Intelligence
4 2 (0.26%) Elite 3E
Cloud Services
1 130 (16.86%) Office 365
2 129 (16.73%) Microsoft Azure
3 105 (13.62%) Amazon AWS
4 44 (5.71%) Mimecast
5 17 (2.20%) Azure Active Directory
6 12 (1.56%) SaaS
7 10 (1.30%) G Suite
8 7 (0.91%) Slack
9 5 (0.65%) AWS Lambda
9 5 (0.65%) GitHub
9 5 (0.65%) Google Cloud Platform
9 5 (0.65%) OpenDNS
9 5 (0.65%) Serverless
10 4 (0.52%) Amazon EC2
10 4 (0.52%) Amazon S3
10 4 (0.52%) AWS CloudTrail
10 4 (0.52%) npm
10 4 (0.52%) Route 53
10 4 (0.52%) Virtual Private Cloud
10 4 (0.52%) Yammer
Communications & Networking
1 377 (48.90%) Firewall
2 170 (22.05%) LAN
3 165 (21.40%) WAN
4 153 (19.84%) DNS
5 151 (19.58%) TCP/IP
6 132 (17.12%) Intrusion Detection
7 122 (15.82%) VPN
8 120 (15.56%) Network Security
9 118 (15.30%) DHCP
10 97 (12.58%) Wireless
11 86 (11.15%) OSPF
12 83 (10.77%) Wireshark
13 74 (9.60%) Wi-Fi
14 56 (7.26%) Ethernet
15 55 (7.13%) Cisco ASA
16 53 (6.87%) BGP
17 50 (6.49%) MPLS
18 46 (5.97%) Cisco Nexus
18 46 (5.97%) SAN
19 43 (5.58%) Internet
Database & Business Intelligence
1 40 (5.19%) SQL Server
2 20 (2.59%) Big Data
3 19 (2.46%) Amazon RDS
4 18 (2.33%) MySQL
5 13 (1.69%) Relational Database
6 10 (1.30%) Data Warehouse
7 9 (1.17%) Amazon DynamoDB
7 9 (1.17%) MongoDB
7 9 (1.17%) SQL Server 2005
8 6 (0.78%) Apache Hive
8 6 (0.78%) RDBMS
9 5 (0.65%) Data Mart
9 5 (0.65%) Impala
9 5 (0.65%) NoSQL
9 5 (0.65%) OLAP
9 5 (0.65%) OLTP
9 5 (0.65%) Power BI
9 5 (0.65%) SQL Server 2008
9 5 (0.65%) SQL Server 2016
9 5 (0.65%) SQL Server Integration Services
Development Applications
1 47 (6.10%) Jenkins
2 43 (5.58%) Ant
3 40 (5.19%) Maven
4 39 (5.06%) Gradle
4 39 (5.06%) Visual Studio Team System
5 18 (2.33%) JIRA
6 15 (1.95%) CMake
6 15 (1.95%) Visual Studio
7 13 (1.69%) Git (software)
8 5 (0.65%) Bitbucket
8 5 (0.65%) Hudson
8 5 (0.65%) Selenium
8 5 (0.65%) Vagrant
8 5 (0.65%) webpack
9 4 (0.52%) gulp
9 4 (0.52%) PHPUnit
9 4 (0.52%) ProC
9 4 (0.52%) PVCS
9 4 (0.52%) Visual Composer
10 3 (0.39%) Cucumber
General
1 189 (24.51%) Finance
2 95 (12.32%) Retail
3 44 (5.71%) Financial Institution
4 38 (4.93%) Banking
5 35 (4.54%) Telecoms
6 24 (3.11%) Legal
7 23 (2.98%) Games
8 17 (2.20%) Marketing
9 14 (1.82%) Back Office
10 10 (1.30%) Law
11 7 (0.91%) Electronics
11 7 (0.91%) Manufacturing
12 5 (0.65%) Corporate Banking
12 5 (0.65%) Investment Banking
13 4 (0.52%) Publishing
14 3 (0.39%) Advertising
14 3 (0.39%) Automotive
15 2 (0.26%) Digital Economy
15 2 (0.26%) Front Office
15 2 (0.26%) Local Government
Job Titles
1 205 (26.59%) Analyst
2 84 (10.89%) Security Analyst
2 84 (10.89%) Security Engineer
3 60 (7.78%) Network Engineer
4 54 (7.00%) Support Engineer
5 47 (6.10%) Infrastructure Engineer
6 45 (5.84%) Developer
7 42 (5.45%) IT Engineer
8 38 (4.93%) DevOps Engineer
9 37 (4.80%) IT Analyst
9 37 (4.80%) Network Analyst
10 36 (4.67%) Cloud Engineer
11 35 (4.54%) 3rd Line Engineer
11 35 (4.54%) Network Security Analyst
12 33 (4.28%) Senior Security Engineer
12 33 (4.28%) SOC Analyst
13 32 (4.15%) 3rd Line Support
14 30 (3.89%) Architect
14 30 (3.89%) Automation Engineer
14 30 (3.89%) Data Analyst
Libraries, Frameworks & Software Standards
1 54 (7.00%) .NET
2 28 (3.63%) HTML
3 24 (3.11%) CSS
4 19 (2.46%) LDAP
5 15 (1.95%) Boost C++ Libraries
5 15 (1.95%) OpenCV
5 15 (1.95%) Qt
5 15 (1.95%) ZeroMQ
6 13 (1.69%) Natural Language Processing
6 13 (1.69%) Web Services
7 11 (1.43%) jQuery
7 11 (1.43%) Sass
8 10 (1.30%) REST
9 7 (0.91%) CSS3
9 7 (0.91%) HTML5
9 7 (0.91%) SAML
9 7 (0.91%) TensorFlow
10 6 (0.78%) D3.js
10 6 (0.78%) Node.js
10 6 (0.78%) NumPy
Miscellaneous
1 128 (16.60%) Data Centre
2 97 (12.58%) Self-Motivation
3 81 (10.51%) Analytical Skills
4 56 (7.26%) Management Information System
5 55 (7.13%) Algorithms
6 47 (6.10%) Computer Science
7 38 (4.93%) Enterprise Software
8 31 (4.02%) Data Protection Act
9 30 (3.89%) Distributed Denial-of-Service
10 27 (3.50%) Cyberthreat
11 23 (2.98%) Cyber Kill Chain
12 19 (2.46%) Fintech
13 17 (2.20%) Smart Meter
14 15 (1.95%) CUDA
14 15 (1.95%) User Experience
15 14 (1.82%) Data Structures
16 13 (1.69%) Acoustics
16 13 (1.69%) Driving Licence
17 11 (1.43%) Hedge funds
17 11 (1.43%) Security Operations Centre
Operating Systems
1 252 (32.68%) Windows
2 119 (15.43%) Linux
3 118 (15.30%) Windows Server
4 76 (9.86%) Windows Server 2012
5 68 (8.82%) Windows Server 2008
6 59 (7.65%) Windows 10
7 58 (7.52%) Windows 7
7 58 (7.52%) Windows Server 2003
8 26 (3.37%) Mac OS X
9 23 (2.98%) Unix
10 21 (2.72%) Windows 8
11 14 (1.82%) pSOS
12 10 (1.30%) Apple iOS
13 9 (1.17%) Android
13 9 (1.17%) Windows 2000 Server
14 8 (1.04%) AIX
15 5 (0.65%) Mac OS
15 5 (0.65%) Red Hat Enterprise Linux
16 4 (0.52%) Solaris
17 3 (0.39%) SUSE
Processes & Methodologies
1 303 (39.30%) Web Filtering
2 147 (19.07%) SIEM
3 140 (18.16%) Information Security
3 140 (18.16%) ITIL
4 116 (15.05%) Agile Software Development
4 116 (15.05%) Problem-Solving
5 114 (14.79%) Cybersecurity
6 95 (12.32%) Analytics
7 78 (10.12%) DevOps
8 71 (9.21%) Email Filtering
9 70 (9.08%) Patch Management
10 63 (8.17%) Infrastructure Engineering
11 61 (7.91%) Network Monitoring
12 57 (7.39%) Security Operations
13 56 (7.26%) Vulnerability Assessment
14 49 (6.36%) Data Protection
14 49 (6.36%) Mentoring
15 46 (5.97%) Software Engineering
16 45 (5.84%) Configuration Management
17 43 (5.58%) Project Management
Programming Languages
1 95 (12.32%) Python
2 85 (11.02%) SQL
3 61 (7.91%) Bash Shell
4 50 (6.49%) Java
5 46 (5.97%) C++
6 41 (5.32%) Ruby
7 34 (4.41%) PowerShell
8 29 (3.76%) C
8 29 (3.76%) JavaScript
9 24 (3.11%) C#
10 22 (2.85%) Perl
11 18 (2.33%) MATLAB
12 14 (1.82%) PHP
12 14 (1.82%) Shell Script
13 7 (0.91%) T-SQL
14 6 (0.78%) Groovy
14 6 (0.78%) R
15 5 (0.65%) Scala
16 4 (0.52%) Bourne shell
16 4 (0.52%) Korn
Qualifications
1 134 (17.38%) Cisco Certification
2 99 (12.84%) CCNP
3 89 (11.54%) CISSP
4 83 (10.77%) CCNA
5 55 (7.13%) Degree
6 54 (7.00%) Microsoft Certification
7 50 (6.49%) MCSE
8 37 (4.80%) SANS
8 37 (4.80%) SSCP
9 36 (4.67%) CCSA
9 36 (4.67%) VMware Certified Professional (VCP)
10 33 (4.28%) CCIE
10 33 (4.28%) ITIL Certification
11 29 (3.76%) PhD
12 25 (3.24%) CISM
12 25 (3.24%) Security Cleared
13 24 (3.11%) CEH
14 23 (2.98%) ISSAP
14 23 (2.98%) ISSEP
14 23 (2.98%) RHCA
Quality Assurance & Compliance
1 78 (10.12%) ISO/IEC 27001
2 74 (9.60%) PCI DSS
3 39 (5.06%) GDPR
4 38 (4.93%) SLA
5 21 (2.72%) PMO
6 17 (2.20%) QA
7 12 (1.56%) Cyber Essentials
8 6 (0.78%) MiFID
9 5 (0.65%) PMBOK
10 4 (0.52%) GPG13
11 2 (0.26%) Cyber Essentials PLUS
11 2 (0.26%) ISO 22301
12 1 (0.13%) COBIT
12 1 (0.13%) ISO/IEC 20000
12 1 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 1 (0.13%) ISO/IEC 27005
System Software
1 203 (26.33%) Active Directory
2 147 (19.07%) VMware Infrastructure
3 114 (14.79%) Hyper-V
4 45 (5.84%) Docker
5 24 (3.11%) VMware ESXi
6 21 (2.72%) XenApp
7 7 (0.91%) VMware Workstation
7 7 (0.91%) XenDesktop
8 6 (0.78%) VMware Server
9 5 (0.65%) NFS
9 5 (0.65%) Virtual Servers
9 5 (0.65%) vSphere
10 4 (0.52%) Firmware
10 4 (0.52%) Terminal Services
10 4 (0.52%) Virtual Desktop
10 4 (0.52%) Virtual Machines
11 2 (0.26%) DFS Replication
11 2 (0.26%) Snort
11 2 (0.26%) Squid
12 1 (0.13%) Xen
Systems Management
1 70 (9.08%) SCCM
2 41 (5.32%) Ansible
3 40 (5.19%) Puppet
4 33 (4.28%) Backup Exec
4 33 (4.28%) Norton AntiVirus
5 32 (4.15%) Stealthwatch
6 23 (2.98%) RSA Security Analytics
7 22 (2.85%) Single Sign-On
8 15 (1.95%) Nessus
9 14 (1.82%) WSUS
10 13 (1.69%) Cisco Prime
10 13 (1.69%) ZABBIX
11 9 (1.17%) Cisco CUCM
11 9 (1.17%) Kubernetes
12 8 (1.04%) SCOM
13 7 (0.91%) Nmap
13 7 (0.91%) SmoothWall
14 6 (0.78%) Control-M
14 6 (0.78%) FortiGate
14 6 (0.78%) QRadar
Vendors
1 242 (31.39%) Cisco
2 238 (30.87%) Microsoft
3 191 (24.77%) VMware
4 99 (12.84%) HP
5 98 (12.71%) Symantec
6 92 (11.93%) CheckPoint
7 87 (11.28%) SolarWinds
8 74 (9.60%) Citrix
8 74 (9.60%) Dell
9 49 (6.36%) Palo Alto
10 45 (5.84%) F5
11 42 (5.45%) Splunk
12 41 (5.32%) Forcepoint
12 41 (5.32%) McAfee
13 37 (4.80%) IBM
14 36 (4.67%) Red Hat
15 34 (4.41%) Juniper
16 28 (3.63%) Sophos
16 28 (3.63%) Veeam
17 25 (3.24%) Oracle