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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Signal Processing
Rank 781 850 828
Rank change year-on-year
+69 -22
Permanent jobs citing Signal Processing 106 79 121
As % of all permanent IT jobs located in England 0.12% 0.078% 0.11%
As % of the Processes & Methodologies category 0.13% 0.089% 0.13%
Number of salaries quoted 94 65 89
Median salary £45,000 £42,500 £43,250
Median salary % change year-on-year
+5.88% -1.73%
90% offered a salary of more than £35,000 £30,600 £35,000
10% offered a salary of more than £57,500 £57,500 £50,500
UK excluding London median salary £46,250 £42,500 £43,250
% change year-on-year
+8.82% -1.73%
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
79462 88351 91210
As % of all permanent IT jobs located in England 88.28% 87.40% 85.37%
Number of salaries quoted 66744 73779 73679
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £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 26 September 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 26 September 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 +60 44 £57,500 +25.00% 6
East of England +25 26 £47,500 +11.76% 5
London +47 16 £40,000 -15.78% 1
East Midlands +31 16 £40,000 +14.28% 1
South West -17 8 £30,000 -23.07% 3
West Midlands -8 4 £23,000 -23.33% 1
Signal Processing
UK

Signal Processing
Top 30 Related IT Skills in England

For the 6 months to 26 September 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.

1 162 (70.74%) C++
2 108 (47.16%) Algorithms
3 106 (46.29%) C
4 99 (43.23%) MATLAB
5 86 (37.55%) Python
5 86 (37.55%) Digital Signal Processing
6 85 (37.12%) Linux
7 77 (33.62%) Degree
8 76 (33.19%) Software Engineering
9 62 (27.07%) Field-Programmable Gate Array
10 61 (26.64%) PhD
11 54 (23.58%) Verilog
12 52 (22.71%) Agile Software Development
13 51 (22.27%) VHDL
14 44 (19.21%) Mathematics
15 43 (18.78%) Machine Learning
16 41 (17.90%) Electronics
17 40 (17.47%) Image Processing
18 39 (17.03%) Physics
18 39 (17.03%) STL
19 38 (16.59%) Computer Science
19 38 (16.59%) Boost C++ Libraries
19 38 (16.59%) OpenCV
20 35 (15.28%) Video Processing
20 35 (15.28%) Git (software)
21 31 (13.54%) GNU Octave
22 29 (12.66%) Computer Vision
23 27 (11.79%) OpenCL
23 27 (11.79%) Xilinx
23 27 (11.79%) OO

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 6 (2.62%) DNN
2 5 (2.18%) JBoss
Applications
1 31 (13.54%) GNU Octave
2 17 (7.42%) Simulink
3 4 (1.75%) MS Office
4 1 (0.44%) MS Excel
Business Applications
1 3 (1.31%) SAP Oil and Gas
Cloud Services
1 8 (3.49%) Amazon AWS
2 6 (2.62%) CloudFront
3 5 (2.18%) Amazon EC2
3 5 (2.18%) Cloud Computing
Communications & Networking
1 18 (7.86%) Wireless
2 16 (6.99%) Software-Defined Radio
3 9 (3.93%) CDMA
3 9 (3.93%) TDMA
4 3 (1.31%) RS-232
4 3 (1.31%) RS-485
5 2 (0.87%) Bluetooth
6 1 (0.44%) 3GPP
6 1 (0.44%) Cisco IOS
6 1 (0.44%) LTE
6 1 (0.44%) TCP/IP
Database & Business Intelligence
1 7 (3.06%) Data Mining
2 6 (2.62%) Informix
3 4 (1.75%) KDB
4 3 (1.31%) MongoDB
4 3 (1.31%) PostgreSQL
5 2 (0.87%) Big Data
5 2 (0.87%) Relational Database
5 2 (0.87%) SQL Server
Development Applications
1 35 (15.28%) Git (software)
2 16 (6.99%) Jenkins
3 15 (6.55%) LabVIEW
4 12 (5.24%) Subversion
5 10 (4.37%) Visual Studio
6 3 (1.31%) Maven
7 1 (0.44%) CMake
7 1 (0.44%) JIRA
7 1 (0.44%) Mercurial
7 1 (0.44%) SCons
General
1 41 (17.90%) Electronics
2 25 (10.92%) Telecoms
3 14 (6.11%) Manufacturing
4 13 (5.68%) Finance
5 5 (2.18%) Avionics
5 5 (2.18%) Marketing
5 5 (2.18%) Military
6 4 (1.75%) Aerospace
7 2 (0.87%) Games
8 1 (0.44%) Banking
8 1 (0.44%) Front Office
8 1 (0.44%) Investment Banking
8 1 (0.44%) Retail
8 1 (0.44%) Retail Banking
Job Titles
1 56 (24.45%) Developer
2 44 (19.21%) Embedded Engineer
3 38 (16.59%) Software Engineer
4 28 (12.23%) Research Engineer
5 26 (11.35%) DSP Engineer
6 24 (10.48%) Embedded Software Engineer
7 19 (8.30%) C++ Developer
8 18 (7.86%) Computer Engineer
8 18 (7.86%) Computer Vision Engineer
8 18 (7.86%) FPGA Developer
8 18 (7.86%) Software Developer
9 17 (7.42%) Hardware Engineer
10 16 (6.99%) C++ Software Engineer
11 15 (6.55%) ASIC Design Engineer
11 15 (6.55%) ASIC Engineer
11 15 (6.55%) C Software Engineer
11 15 (6.55%) Electronics Engineer
11 15 (6.55%) Hardware Design Engineer
11 15 (6.55%) Platform Engineer
12 12 (5.24%) FPGA Engineer
Libraries, Frameworks & Software Standards
1 39 (17.03%) STL
2 38 (16.59%) Boost C++ Libraries
2 38 (16.59%) OpenCV
3 27 (11.79%) OpenCL
4 11 (4.80%) AngularJS
5 9 (3.93%) .NET
6 8 (3.49%) HTML
6 8 (3.49%) HTML5
6 8 (3.49%) Qt
7 6 (2.62%) jBPM
7 6 (2.62%) JSP
7 6 (2.62%) NumPy
7 6 (2.62%) Pandas
8 5 (2.18%) RabbitMQ
9 3 (1.31%) Celery
9 3 (1.31%) CSS
9 3 (1.31%) Django
9 3 (1.31%) jQuery
9 3 (1.31%) Natural Language Processing
9 3 (1.31%) SciPy
Miscellaneous
1 108 (47.16%) Algorithms
2 62 (27.07%) Field-Programmable Gate Array
3 54 (23.58%) Verilog
4 51 (22.27%) VHDL
5 44 (19.21%) Mathematics
6 39 (17.03%) Physics
7 38 (16.59%) Computer Science
8 24 (10.48%) ASIC
9 16 (6.99%) Analytical Skills
10 11 (4.80%) CUDA
11 10 (4.37%) Neural Network
12 9 (3.93%) Device Driver
13 8 (3.49%) Cybercrime
13 8 (3.49%) Cyberthreat
13 8 (3.49%) Embedded Systems
14 7 (3.06%) Hedge funds
15 6 (2.62%) Statistics
16 5 (2.18%) Biology
17 3 (1.31%) Chemistry
17 3 (1.31%) Visualisation
Operating Systems
1 85 (37.12%) Linux
2 16 (6.99%) Windows
3 12 (5.24%) Embedded Linux
4 5 (2.18%) Unix
5 4 (1.75%) Apple iOS
6 2 (0.87%) Android
7 1 (0.44%) Debian
7 1 (0.44%) Ubuntu
Processes & Methodologies
1 86 (37.55%) Digital Signal Processing
2 76 (33.19%) Software Engineering
3 52 (22.71%) Agile Software Development
4 43 (18.78%) Machine Learning
5 40 (17.47%) Image Processing
6 35 (15.28%) Video Processing
7 29 (12.66%) Computer Vision
8 27 (11.79%) OO
9 20 (8.73%) OOD
10 19 (8.30%) Continuous Integration
10 19 (8.30%) Data Analysis
10 19 (8.30%) Validation
10 19 (8.30%) Web Development
11 16 (6.99%) Data Acquisition
12 15 (6.55%) Code Coverage
12 15 (6.55%) SDLC
13 8 (3.49%) Kalman Filter
13 8 (3.49%) Mentoring
13 8 (3.49%) Speech Recognition
13 8 (3.49%) UML
Programming Languages
1 162 (70.74%) C++
2 106 (46.29%) C
3 99 (43.23%) MATLAB
4 86 (37.55%) Python
5 27 (11.79%) Java
6 26 (11.35%) Tcl
7 23 (10.04%) C#
8 21 (9.17%) R
9 19 (8.30%) Embedded C
10 14 (6.11%) Bash Shell
10 14 (6.11%) Embedded C++
11 12 (5.24%) Perl
12 11 (4.80%) SQL
13 10 (4.37%) Assembly Language
14 3 (1.31%) JavaScript
14 3 (1.31%) PHP
14 3 (1.31%) VB
15 2 (0.87%) Ruby
15 2 (0.87%) Shell Script
15 2 (0.87%) VBA
Qualifications
1 77 (33.62%) Degree
2 61 (26.64%) PhD
3 2 (0.87%) Postgraduate
Quality Assurance & Compliance
1 3 (1.31%) ECSS
2 1 (0.44%) SLA
System Software
1 25 (10.92%) Firmware
2 5 (2.18%) VMware Infrastructure
2 5 (2.18%) Xen
3 3 (1.31%) Active Directory
Vendors
1 27 (11.79%) Xilinx
2 17 (7.42%) Altera
2 17 (7.42%) Synopsys
3 16 (6.99%) Intel
4 8 (3.49%) Oracle
5 6 (2.62%) Akamai
5 6 (2.62%) Aspera
5 6 (2.62%) Lattice Semiconductor
5 6 (2.62%) Signiant
6 5 (2.18%) VMware
7 3 (1.31%) Microsoft
7 3 (1.31%) SAP
8 2 (0.87%) Panasonic
8 2 (0.87%) Progress
9 1 (0.44%) Agilent
9 1 (0.44%) Atmel
9 1 (0.44%) Cisco
9 1 (0.44%) Polycom
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