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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Signal Processing
UK / England
Rank 730 791 807
Rank change year-on-year
+61 +16
Permanent jobs citing Signal Processing 84 113 117
As % of all permanent IT jobs located in England 0.11% 0.12% 0.12%
As % of the Processes & Methodologies category 0.12% 0.14% 0.14%
Number of salaries quoted 72 87 104
Median salary £51,250 £50,000 £40,000
Median salary % change year-on-year
+2.50% +25.00%
90% offered a salary of more than £37,500 £34,600 £30,000
10% offered a salary of more than £68,500 £68,000 £55,000
UK excluding London median salary £47,500 £50,000 £40,000
% change year-on-year
-5.00% +25.00%

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
68581 82217 84257
As % of all permanent IT jobs located in England 88.14% 87.73% 86.08%
Number of salaries quoted 56914 69133 69966
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £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 22 January 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 22 January 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
South East +52 25 £55,000 - 2
East of England +32 24 £46,250 -17.77% 4
London +58 18 £70,000 +40.00%
South West +19 9 £57,500 +47.43% 1
East Midlands +7 8 £47,500 +26.66% 1
West Midlands +4 1 £23,000 -29.23%
Signal Processing
UK

Signal Processing
Top 30 Related IT Skills in England

For the 6 months to 22 January 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.

1 125 (67.93%) C++
2 101 (54.89%) Algorithms
3 87 (47.28%) C
3 87 (47.28%) MATLAB
4 82 (44.57%) Python
5 65 (35.33%) Degree
6 61 (33.15%) Digital Signal Processing
6 61 (33.15%) Linux
7 58 (31.52%) Software Engineering
8 56 (30.43%) Field-Programmable Gate Array
9 49 (26.63%) PhD
10 48 (26.09%) Machine Learning
11 37 (20.11%) GNU Octave
11 37 (20.11%) Agile Software Development
12 34 (18.48%) Verilog
12 34 (18.48%) Firmware
13 32 (17.39%) STL
13 32 (17.39%) OpenCV
13 32 (17.39%) Computer Vision
14 31 (16.85%) Git (software)
14 31 (16.85%) Video Processing
14 31 (16.85%) Boost C++ Libraries
15 30 (16.30%) Validation
16 29 (15.76%) Telecoms
17 28 (15.22%) VHDL
18 27 (14.67%) Tcl
19 26 (14.13%) Electronics
20 25 (13.59%) Computer Science
21 24 (13.04%) Mathematics
21 24 (13.04%) R

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 (0.54%) Apache Spark
Applications
1 37 (20.11%) GNU Octave
2 18 (9.78%) Simulink
3 2 (1.09%) MS Excel
3 2 (1.09%) MS Office
3 2 (1.09%) Weka
Business Applications
1 4 (2.17%) SAP Oil and Gas
Cloud Services
1 1 (0.54%) Amazon EC2
Communications & Networking
1 19 (10.33%) Wireless
2 17 (9.24%) Software-Defined Radio
3 12 (6.52%) CDMA
3 12 (6.52%) TDMA
4 5 (2.72%) MIMO
4 5 (2.72%) OFDM
5 1 (0.54%) 3GPP
5 1 (0.54%) Cisco IOS
5 1 (0.54%) LTE
5 1 (0.54%) TCP/IP
Database & Business Intelligence
1 9 (4.89%) Data Mining
2 7 (3.80%) Big Data
3 4 (2.17%) Relational Database
3 4 (2.17%) SQL Server
4 2 (1.09%) Apache Cassandra
4 2 (1.09%) HBase
4 2 (1.09%) MongoDB
4 2 (1.09%) NoSQL
5 1 (0.54%) Hadoop
5 1 (0.54%) KDB
5 1 (0.54%) Text Mining
Development Applications
1 31 (16.85%) Git (software)
2 16 (8.70%) Subversion
3 12 (6.52%) Jenkins
4 7 (3.80%) LabVIEW
5 6 (3.26%) Visual Studio
6 1 (0.54%) CMake
6 1 (0.54%) JIRA
6 1 (0.54%) Redmine
6 1 (0.54%) SCons
General
1 29 (15.76%) Telecoms
2 26 (14.13%) Electronics
3 13 (7.07%) Finance
4 5 (2.72%) Manufacturing
5 4 (2.17%) Marketing
6 3 (1.63%) Games
7 2 (1.09%) Aerospace
7 2 (1.09%) Banking
8 1 (0.54%) Front Office
8 1 (0.54%) Investment Banking
8 1 (0.54%) Military
8 1 (0.54%) Retail
8 1 (0.54%) Retail Banking
Job Titles
1 37 (20.11%) Embedded Engineer
2 28 (15.22%) Developer
2 28 (15.22%) Software Engineer
3 25 (13.59%) DSP Engineer
4 22 (11.96%) Research Engineer
5 21 (11.41%) Computer Engineer
5 21 (11.41%) Computer Vision Engineer
6 18 (9.78%) Hardware Engineer
7 15 (8.15%) Data Scientist
7 15 (8.15%) Embedded Software Engineer
7 15 (8.15%) FPGA Engineer
8 14 (7.61%) Design Engineer
8 14 (7.61%) Test Engineer
9 13 (7.07%) Hardware Design Engineer
9 13 (7.07%) Software Test Engineer
10 11 (5.98%) Development Engineer
11 10 (5.43%) ASIC Design Engineer
11 10 (5.43%) ASIC Engineer
11 10 (5.43%) Platform Engineer
11 10 (5.43%) Software Developer
Libraries, Frameworks & Software Standards
1 32 (17.39%) OpenCV
1 32 (17.39%) STL
2 31 (16.85%) Boost C++ Libraries
3 17 (9.24%) OpenCL
4 15 (8.15%) Qt
5 9 (4.89%) NumPy
6 7 (3.80%) Pandas
6 7 (3.80%) scikit-learn
7 6 (3.26%) Matplotlib
8 4 (2.17%) Web Services
9 3 (1.63%) J2SE
10 2 (1.09%) .NET
10 2 (1.09%) CSS
10 2 (1.09%) D3.js
10 2 (1.09%) HEVC
10 2 (1.09%) HTML
11 1 (0.54%) WCF
Miscellaneous
1 101 (54.89%) Algorithms
2 56 (30.43%) Field-Programmable Gate Array
3 34 (18.48%) Verilog
4 28 (15.22%) VHDL
5 25 (13.59%) Computer Science
6 24 (13.04%) Mathematics
7 21 (11.41%) Physics
8 16 (8.70%) ASIC
9 15 (8.15%) Device Driver
9 15 (8.15%) Statistics
10 9 (4.89%) Embedded Systems
11 8 (4.35%) Neural Network
12 5 (2.72%) Biology
13 4 (2.17%) Analytical Skills
14 3 (1.63%) Data Extraction
14 3 (1.63%) Foreign Exchange (FX)
14 3 (1.63%) Hedge funds
14 3 (1.63%) Video Conferencing
15 2 (1.09%) Smart Meter
15 2 (1.09%) Telematics
Operating Systems
1 61 (33.15%) Linux
2 16 (8.70%) Windows
3 12 (6.52%) Embedded Linux
4 8 (4.35%) Unix
5 4 (2.17%) Android
6 1 (0.54%) Apple iOS
6 1 (0.54%) Debian
6 1 (0.54%) Mac OS X
6 1 (0.54%) Ubuntu
Processes & Methodologies
1 61 (33.15%) Digital Signal Processing
2 58 (31.52%) Software Engineering
3 48 (26.09%) Machine Learning
4 37 (20.11%) Agile Software Development
5 32 (17.39%) Computer Vision
6 31 (16.85%) Video Processing
7 30 (16.30%) Validation
8 24 (13.04%) OO
9 22 (11.96%) Image Processing
10 20 (10.87%) OOD
11 18 (9.78%) Prototyping
12 17 (9.24%) FPGA Design
13 14 (7.61%) Automated Testing
13 14 (7.61%) Kalman Filter
13 14 (7.61%) SDLC
13 14 (7.61%) UML
14 13 (7.07%) Configuration Management
14 13 (7.07%) Requirements Analysis
15 12 (6.52%) Test Scripting
16 11 (5.98%) Continuous Integration
Programming Languages
1 125 (67.93%) C++
2 87 (47.28%) C
2 87 (47.28%) MATLAB
3 82 (44.57%) Python
4 27 (14.67%) Tcl
5 24 (13.04%) R
6 18 (9.78%) Java
7 15 (8.15%) Embedded C
7 15 (8.15%) Perl
8 13 (7.07%) SQL
9 11 (5.98%) C#
10 8 (4.35%) Assembly Language
11 7 (3.80%) Bash Shell
12 4 (2.17%) VBA
13 3 (1.63%) PowerShell
13 3 (1.63%) Ruby
13 3 (1.63%) Shell Script
14 2 (1.09%) JavaScript
14 2 (1.09%) VB
Qualifications
1 65 (35.33%) Degree
2 49 (26.63%) PhD
3 5 (2.72%) Security Cleared
4 4 (2.17%) DV Cleared
5 3 (1.63%) Postgraduate
Quality Assurance & Compliance
1 3 (1.63%) ECSS
2 1 (0.54%) SLA
System Software
1 34 (18.48%) Firmware
2 3 (1.63%) Active Directory
3 1 (0.54%) Docker
Vendors
1 21 (11.41%) Xilinx
2 12 (6.52%) Synopsys
3 11 (5.98%) Intel
4 8 (4.35%) Altera
5 4 (2.17%) SAP
5 4 (2.17%) VocaLink
6 2 (1.09%) Microsoft
6 2 (1.09%) Progress
7 1 (0.54%) Atmel
7 1 (0.54%) Cisco
7 1 (0.54%) EMC
7 1 (0.54%) Motorola
7 1 (0.54%) Polycom
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