The table below looks at the statistics for Signal Processing skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Signal Processing over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Signal Processing
Rank 782 844 849
Rank change year-on-year
+62 +5
Permanent jobs citing Signal Processing 79 79 112
As % of all permanent IT jobs located in England 0.092% 0.079% 0.11%
As % of the Processes & Methodologies category 0.10% 0.091% 0.12%
Number of salaries quoted 66 55 99
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £36,250 £39,000 £30,000
10% offered a salary of more than £62,500 £60,000 £50,000
UK excluding London median salary £47,500 £49,250 £40,000
% change year-on-year
-3.55% +23.12%
Signal Processing
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
75860 87138 91075
As % of all permanent IT jobs located in England 88.10% 87.52% 85.69%
Number of salaries quoted 63064 72784 75492
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Signal Processing
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Signal Processing as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Signal Processing Jobs Demand Trend in England

Signal Processing
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Signal Processing across the England region.

Signal Processing Salary Trend in England

Signal Processing
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Signal Processing across the England region over the 3 months to 6 December 2016.

Signal Processing Salary Histogram in England

Signal Processing
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Signal Processing within the England region over the 3 months to 6 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South East +62 25 £57,500 +12.19% 4
East of England +36 25 £47,500 +11.76% 5
East Midlands +7 10 £40,000 +14.28%
South West +2 8 £47,500 +21.79%
London +53 7 £80,000 +77.77% 1
West Midlands - 3 £23,000 - 1
Yorkshire +11 1 £35,000 -
Signal Processing
UK

Signal Processing
Top 30 Related IT Skills in England

For the 6 months to 6 December 2016, IT jobs citing Signal Processing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Signal Processing.

1 135 (70.31%) C++
2 100 (52.08%) Algorithms
3 94 (48.96%) MATLAB
4 85 (44.27%) C
5 79 (41.15%) Python
6 75 (39.06%) Software Engineering
7 74 (38.54%) Linux
8 63 (32.81%) Degree
9 59 (30.73%) Digital Signal Processing
10 54 (28.13%) Agile Software Development
11 49 (25.52%) PhD
11 49 (25.52%) Field-Programmable Gate Array
12 45 (23.44%) Machine Learning
12 45 (23.44%) OpenCV
12 45 (23.44%) STL
13 44 (22.92%) GNU Octave
13 44 (22.92%) Boost C++ Libraries
14 39 (20.31%) Git (software)
14 39 (20.31%) Verilog
15 38 (19.79%) Computer Vision
16 30 (15.63%) VHDL
17 29 (15.10%) Electronics
17 29 (15.10%) Firmware
17 29 (15.10%) OO
17 29 (15.10%) R
17 29 (15.10%) Video Processing
18 28 (14.58%) Computer Science
18 28 (14.58%) Mathematics
18 28 (14.58%) Physics
19 27 (14.06%) Image Processing

Signal Processing
Top Related 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 3 (1.56%) JBoss
1 3 (1.56%) Oracle SOA Suite
2 1 (0.52%) Apache Spark
Applications
1 44 (22.92%) GNU Octave
2 16 (8.33%) Simulink
3 4 (2.08%) MS Office
4 2 (1.04%) MS Excel
Business Applications
1 5 (2.60%) SAP Oil and Gas
Cloud Services
1 4 (2.08%) Amazon AWS
1 4 (2.08%) Amazon EC2
1 4 (2.08%) CloudFront
2 3 (1.56%) Cloud Computing
Communications & Networking
1 16 (8.33%) Software-Defined Radio
2 10 (5.21%) CDMA
2 10 (5.21%) TDMA
2 10 (5.21%) Wireless
3 1 (0.52%) Cisco IOS
3 1 (0.52%) MIMO
3 1 (0.52%) OFDM
3 1 (0.52%) TCP/IP
Database & Business Intelligence
1 5 (2.60%) Big Data
2 4 (2.08%) Informix
2 4 (2.08%) Relational Database
3 3 (1.56%) SQL Server
4 2 (1.04%) Data Mining
5 1 (0.52%) Hadoop
5 1 (0.52%) KDB
5 1 (0.52%) Text Mining
Development Applications
1 39 (20.31%) Git (software)
2 18 (9.38%) Subversion
3 17 (8.85%) Jenkins
4 11 (5.73%) LabVIEW
5 10 (5.21%) Visual Studio
6 1 (0.52%) CMake
6 1 (0.52%) JIRA
6 1 (0.52%) Redmine
6 1 (0.52%) SCons
General
1 29 (15.10%) Electronics
2 25 (13.02%) Telecoms
3 13 (6.77%) Finance
4 6 (3.13%) Manufacturing
5 5 (2.60%) Marketing
6 2 (1.04%) Aerospace
6 2 (1.04%) Banking
7 1 (0.52%) Front Office
7 1 (0.52%) Investment Banking
7 1 (0.52%) Military
7 1 (0.52%) Retail
7 1 (0.52%) Retail Banking
Job Titles
1 43 (22.40%) Embedded Engineer
2 37 (19.27%) Software Engineer
3 31 (16.15%) Research Engineer
4 26 (13.54%) Developer
4 26 (13.54%) DSP Engineer
5 25 (13.02%) Computer Engineer
5 25 (13.02%) Computer Vision Engineer
6 21 (10.94%) Embedded Software Engineer
7 19 (9.90%) Hardware Engineer
8 15 (7.81%) Platform Engineer
9 14 (7.29%) Hardware Design Engineer
9 14 (7.29%) Software Developer
10 13 (6.77%) Design Engineer
10 13 (6.77%) FPGA Engineer
11 12 (6.25%) ASIC Design Engineer
11 12 (6.25%) ASIC Engineer
11 12 (6.25%) C++ Developer
11 12 (6.25%) C++ Software Developer
12 11 (5.73%) C++ Software Engineer
13 10 (5.21%) C Software Engineer
Libraries, Frameworks & Software Standards
1 45 (23.44%) OpenCV
1 45 (23.44%) STL
2 44 (22.92%) Boost C++ Libraries
3 23 (11.98%) OpenCL
4 15 (7.81%) Qt
5 6 (3.13%) NumPy
5 6 (3.13%) Pandas
5 6 (3.13%) scikit-learn
6 5 (2.60%) Matplotlib
7 4 (2.08%) jBPM
7 4 (2.08%) Web Services
8 3 (1.56%) RabbitMQ
9 2 (1.04%) .NET
9 2 (1.04%) HEVC
9 2 (1.04%) J2SE
9 2 (1.04%) LLVM
10 1 (0.52%) CSS
10 1 (0.52%) HTML
10 1 (0.52%) WCF
Miscellaneous
1 100 (52.08%) Algorithms
2 49 (25.52%) Field-Programmable Gate Array
3 39 (20.31%) Verilog
4 30 (15.63%) VHDL
5 28 (14.58%) Computer Science
5 28 (14.58%) Mathematics
5 28 (14.58%) Physics
6 17 (8.85%) ASIC
7 13 (6.77%) Analytical Skills
8 12 (6.25%) Device Driver
9 10 (5.21%) Embedded Systems
10 8 (4.17%) Neural Network
10 8 (4.17%) Statistics
11 6 (3.13%) Biology
12 3 (1.56%) Video Conferencing
13 2 (1.04%) Chemistry
13 2 (1.04%) CUDA
13 2 (1.04%) Hedge funds
13 2 (1.04%) Streaming Music
13 2 (1.04%) Telematics
Operating Systems
1 74 (38.54%) Linux
2 19 (9.90%) Windows
3 14 (7.29%) Embedded Linux
4 7 (3.65%) Unix
5 3 (1.56%) Android
5 3 (1.56%) Apple iOS
6 1 (0.52%) Debian
6 1 (0.52%) Mac OS X
6 1 (0.52%) Ubuntu
Processes & Methodologies
1 75 (39.06%) Software Engineering
2 59 (30.73%) Digital Signal Processing
3 54 (28.13%) Agile Software Development
4 45 (23.44%) Machine Learning
5 38 (19.79%) Computer Vision
6 29 (15.10%) OO
6 29 (15.10%) Video Processing
7 27 (14.06%) Image Processing
8 24 (12.50%) Validation
9 23 (11.98%) OOD
10 16 (8.33%) Continuous Integration
10 16 (8.33%) SDLC
11 15 (7.81%) Kalman Filter
12 14 (7.29%) FPGA Design
13 13 (6.77%) UML
14 12 (6.25%) Code Coverage
14 12 (6.25%) Configuration Management
14 12 (6.25%) Requirements Analysis
15 11 (5.73%) Data Analysis
15 11 (5.73%) Web Development
Programming Languages
1 135 (70.31%) C++
2 94 (48.96%) MATLAB
3 85 (44.27%) C
4 79 (41.15%) Python
5 29 (15.10%) R
6 23 (11.98%) Tcl
7 19 (9.90%) Embedded C
8 13 (6.77%) SQL
9 12 (6.25%) C#
9 12 (6.25%) Perl
10 10 (5.21%) Assembly Language
10 10 (5.21%) Java
11 5 (2.60%) Bash Shell
11 5 (2.60%) Embedded C++
12 4 (2.08%) Ruby
13 3 (1.56%) VB
13 3 (1.56%) VBA
14 2 (1.04%) PowerShell
14 2 (1.04%) Shell Script
15 1 (0.52%) JavaScript
Qualifications
1 63 (32.81%) Degree
2 49 (25.52%) PhD
3 5 (2.60%) Security Cleared
4 4 (2.08%) DV Cleared
5 3 (1.56%) Postgraduate
Quality Assurance & Compliance
1 3 (1.56%) ECSS
2 1 (0.52%) SLA
System Software
1 29 (15.10%) Firmware
2 3 (1.56%) Active Directory
2 3 (1.56%) VMware Infrastructure
2 3 (1.56%) Xen
3 1 (0.52%) Docker
Vendors
1 21 (10.94%) Xilinx
2 16 (8.33%) Intel
3 15 (7.81%) Synopsys
4 11 (5.73%) Altera
5 5 (2.60%) SAP
6 4 (2.08%) Akamai
6 4 (2.08%) Aspera
6 4 (2.08%) Microsoft
6 4 (2.08%) Signiant
7 3 (1.56%) Oracle
7 3 (1.56%) VMware
7 3 (1.56%) VocaLink
8 2 (1.04%) Progress
9 1 (0.52%) Atmel
9 1 (0.52%) Cisco
9 1 (0.52%) EMC
9 1 (0.52%) Motorola
9 1 (0.52%) Polycom
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