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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Signal Processing
UK / England
Rank 750 806 815
Rank change year-on-year
+56 +9
Permanent jobs citing Signal Processing 89 130 121
As % of all permanent IT jobs located in England 0.11% 0.14% 0.12%
As % of the Processes & Methodologies category 0.13% 0.16% 0.14%
Number of salaries quoted 82 111 105
Median salary £47,500 £40,000 £40,000
Median salary % change year-on-year
+18.75% -
90% offered a salary of more than £37,500 £33,000 £32,500
10% offered a salary of more than £65,000 £65,000 £58,500
UK excluding London median salary £47,500 £40,000 £40,000
% change year-on-year
+18.75% -

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
70431 82998 86048
As % of all permanent IT jobs located in England 88.76% 88.22% 86.53%
Number of salaries quoted 58371 69691 71211
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 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
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 20 February 2017.

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 20 February 2017. 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 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
East of England +48 34 £45,000 -19.64% 12
South East +49 24 £55,000 +4.76% 4
London +39 21 £65,000 +44.44% 1
East Midlands -12 8 £47,500 +26.66%
South West +17 6 £57,500 +64.28%
Signal Processing
UK

Signal Processing
Top 30 Related IT Skills in England

For the 6 months to 20 February 2017, 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.

1 118 (68.21%) C++
2 88 (50.87%) Algorithms
3 83 (47.98%) Python
4 79 (45.66%) C
4 79 (45.66%) MATLAB
5 72 (41.62%) Degree
6 62 (35.84%) Digital Signal Processing
7 53 (30.64%) PhD
7 53 (30.64%) Software Engineering
8 49 (28.32%) Machine Learning
9 48 (27.75%) Field-Programmable Gate Array
10 45 (26.01%) Linux
11 39 (22.54%) Mathematics
12 33 (19.08%) Telecoms
13 32 (18.50%) Computer Science
14 31 (17.92%) GNU Octave
14 31 (17.92%) Firmware
15 28 (16.18%) Computer Vision
16 27 (15.61%) Verilog
16 27 (15.61%) Agile Software Development
17 26 (15.03%) Video Processing
18 25 (14.45%) Electronics
18 25 (14.45%) VHDL
18 25 (14.45%) Tcl
19 24 (13.87%) STL
19 24 (13.87%) OpenCV
19 24 (13.87%) R
20 23 (13.29%) Boost C++ Libraries
20 23 (13.29%) Wireless
20 23 (13.29%) Validation

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 1 (0.58%) Apache Spark
Applications
1 31 (17.92%) GNU Octave
2 16 (9.25%) Simulink
3 2 (1.16%) MS Excel
3 2 (1.16%) MS Office
3 2 (1.16%) Weka
Business Applications
1 4 (2.31%) SAP Oil and Gas
Cloud Services
1 1 (0.58%) Amazon EC2
Communications & Networking
1 23 (13.29%) Wireless
2 15 (8.67%) Software-Defined Radio
3 10 (5.78%) CDMA
3 10 (5.78%) TDMA
4 5 (2.89%) MIMO
4 5 (2.89%) OFDM
5 4 (2.31%) LTE
6 3 (1.73%) Bluetooth
6 3 (1.73%) DVB
6 3 (1.73%) Wi-Fi
7 2 (1.16%) Internet
8 1 (0.58%) 3GPP
8 1 (0.58%) Cisco IOS
8 1 (0.58%) TCP/IP
Database & Business Intelligence
1 13 (7.51%) Big Data
2 12 (6.94%) Data Mining
3 6 (3.47%) Relational Database
4 5 (2.89%) SQL Server
5 4 (2.31%) NoSQL
6 3 (1.73%) Hadoop
7 2 (1.16%) Apache Cassandra
7 2 (1.16%) HBase
7 2 (1.16%) KNIME
7 2 (1.16%) MongoDB
7 2 (1.16%) Spotfire
8 1 (0.58%) KDB
8 1 (0.58%) Text Mining
Development Applications
1 21 (12.14%) Git (software)
2 11 (6.36%) LabVIEW
3 10 (5.78%) Subversion
4 8 (4.62%) Jenkins
5 6 (3.47%) Visual Studio
6 1 (0.58%) CMake
6 1 (0.58%) JIRA
6 1 (0.58%) Redmine
6 1 (0.58%) SCons
General
1 33 (19.08%) Telecoms
2 25 (14.45%) Electronics
3 13 (7.51%) Finance
4 4 (2.31%) Games
4 4 (2.31%) Manufacturing
4 4 (2.31%) Marketing
5 2 (1.16%) Banking
5 2 (1.16%) Pharmaceutical
6 1 (0.58%) Front Office
6 1 (0.58%) Investment Banking
6 1 (0.58%) Military
6 1 (0.58%) Retail
6 1 (0.58%) Retail Banking
Job Titles
1 32 (18.50%) Developer
2 30 (17.34%) Embedded Engineer
3 27 (15.61%) Software Engineer
4 25 (14.45%) DSP Engineer
5 20 (11.56%) Research Engineer
6 18 (10.40%) Data Scientist
7 17 (9.83%) Computer Engineer
7 17 (9.83%) Computer Vision Engineer
8 16 (9.25%) Hardware Engineer
9 15 (8.67%) FPGA Engineer
9 15 (8.67%) Test Engineer
10 14 (8.09%) Design Engineer
10 14 (8.09%) Software Test Engineer
11 11 (6.36%) Embedded Software Engineer
12 10 (5.78%) FPGA Design Engineer
12 10 (5.78%) Hardware Design Engineer
13 9 (5.20%) Communications Engineer
13 9 (5.20%) Development Engineer
13 9 (5.20%) Software Developer
14 8 (4.62%) ASIC Design Engineer
Libraries, Frameworks & Software Standards
1 24 (13.87%) OpenCV
1 24 (13.87%) STL
2 23 (13.29%) Boost C++ Libraries
3 13 (7.51%) OpenCL
4 9 (5.20%) NumPy
4 9 (5.20%) Qt
5 7 (4.05%) Pandas
5 7 (4.05%) scikit-learn
6 6 (3.47%) Matplotlib
7 4 (2.31%) Web Services
8 3 (1.73%) J2SE
9 2 (1.16%) .NET
9 2 (1.16%) CSS
9 2 (1.16%) D3.js
9 2 (1.16%) HTML
9 2 (1.16%) Natural Language Processing
Miscellaneous
1 88 (50.87%) Algorithms
2 48 (27.75%) Field-Programmable Gate Array
3 32 (18.50%) Computer Science
4 27 (15.61%) Verilog
5 25 (14.45%) VHDL
6 14 (8.09%) ASIC
7 13 (7.51%) Device Driver
8 9 (5.20%) Embedded Systems
9 8 (4.62%) Analytical Skills
10 4 (2.31%) Foreign Exchange (FX)
10 4 (2.31%) Hedge funds
11 2 (1.16%) CUDA
11 2 (1.16%) Internet of Things
11 2 (1.16%) Life Science
11 2 (1.16%) Smart Meter
11 2 (1.16%) Smartphone
11 2 (1.16%) Streaming Music
12 1 (0.58%) Data Structures
12 1 (0.58%) Mobile Banking
12 1 (0.58%) Video Conferencing
Operating Systems
1 45 (26.01%) Linux
2 13 (7.51%) Windows
3 9 (5.20%) Unix
4 8 (4.62%) Embedded Linux
5 4 (2.31%) Android
6 1 (0.58%) Apple iOS
6 1 (0.58%) Debian
6 1 (0.58%) Mac OS X
6 1 (0.58%) Ubuntu
Processes & Methodologies
1 62 (35.84%) Digital Signal Processing
2 53 (30.64%) Software Engineering
3 49 (28.32%) Machine Learning
4 39 (22.54%) Mathematics
5 28 (16.18%) Computer Vision
6 27 (15.61%) Agile Software Development
7 26 (15.03%) Video Processing
8 23 (13.29%) Validation
9 21 (12.14%) Physics
10 19 (10.98%) Statistics
11 18 (10.40%) FPGA Design
11 18 (10.40%) OO
11 18 (10.40%) Prototyping
12 17 (9.83%) Image Processing
13 15 (8.67%) Automated Testing
13 15 (8.67%) OOD
13 15 (8.67%) SDLC
14 13 (7.51%) Test Scripting
15 11 (6.36%) Data Analysis
16 9 (5.20%) UML
Programming Languages
1 118 (68.21%) C++
2 83 (47.98%) Python
3 79 (45.66%) C
3 79 (45.66%) MATLAB
4 25 (14.45%) Tcl
5 24 (13.87%) R
6 22 (12.72%) Java
7 15 (8.67%) Perl
8 14 (8.09%) SQL
9 11 (6.36%) Embedded C
10 9 (5.20%) C#
11 7 (4.05%) Bash Shell
12 6 (3.47%) Assembly Language
13 4 (2.31%) VBA
14 3 (1.73%) PowerShell
14 3 (1.73%) Ruby
14 3 (1.73%) Shell Script
15 2 (1.16%) JavaScript
16 1 (0.58%) VB
Qualifications
1 72 (41.62%) Degree
2 53 (30.64%) PhD
3 6 (3.47%) Security Cleared
4 4 (2.31%) DV Cleared
5 3 (1.73%) Postgraduate
Quality Assurance & Compliance
1 2 (1.16%) ECSS
2 1 (0.58%) SLA
System Software
1 31 (17.92%) Firmware
2 2 (1.16%) Active Directory
3 1 (0.58%) Docker
Vendors
1 16 (9.25%) Xilinx
2 9 (5.20%) Synopsys
3 7 (4.05%) Intel
4 5 (2.89%) Altera
5 4 (2.31%) SAP
5 4 (2.31%) VocaLink
6 2 (1.16%) Microsoft
6 2 (1.16%) Tableau
7 1 (0.58%) Atmel
7 1 (0.58%) Cisco
7 1 (0.58%) EMC
7 1 (0.58%) Motorola
7 1 (0.58%) Polycom
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