The table below looks at the statistics for Signal Processing skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Signal Processing over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Signal Processing
Cambridgeshire / Cambridge
Rank 86 107 106
Rank change year-on-year
+21 -1
Permanent jobs citing Signal Processing 24 6 10
As % of all permanent IT jobs located in Cambridge 2.02% 0.40% 0.63%
As % of the Processes & Methodologies category 2.24% 0.45% 0.74%
Number of salaries quoted 21 4 9
Median salary £47,500 £77,500 £42,500
Median salary % change year-on-year
-38.70% +82.35%
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 Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
1070 1336 1345
As % of all permanent IT jobs located in Cambridge 90.14% 90.03% 84.75%
Number of salaries quoted 872 1019 1066
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £56,400 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Signal Processing
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge 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 Cambridge

Signal Processing
Salary Trend in Cambridge

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

Signal Processing Salary Trend in Cambridge

Signal Processing
Top 30 Related IT Skills in Cambridge

For the 6 months to 27 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 Cambridge region with a requirement for Signal Processing.

1 35 (83.33%) Python
2 31 (73.81%) Degree
3 29 (69.05%) Digital Signal Processing
4 26 (61.90%) C
5 21 (50.00%) C++
5 21 (50.00%) Telecoms
5 21 (50.00%) Wireless
6 20 (47.62%) MATLAB
6 20 (47.62%) Tcl
7 18 (42.86%) Electronics
8 16 (38.10%) Algorithms
9 14 (33.33%) Test Scripting
9 14 (33.33%) Automated Testing
10 12 (28.57%) Computer Science
11 10 (23.81%) Field-Programmable Gate Array
12 8 (19.05%) Mathematics
12 8 (19.05%) Machine Learning
12 8 (19.05%) FPGA Design
13 7 (16.67%) Prototyping
13 7 (16.67%) LTE
13 7 (16.67%) DVB
13 7 (16.67%) Wi-Fi
13 7 (16.67%) Bluetooth
14 6 (14.29%) Linux
14 6 (14.29%) Perl
14 6 (14.29%) Simulink
14 6 (14.29%) Neural Network
14 6 (14.29%) Video Processing
14 6 (14.29%) Mentoring
14 6 (14.29%) Coaching

Signal Processing
Top Related IT Skills in Cambridge 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 (2.38%) Apache Spark
1 1 (2.38%) Elasticsearch
1 1 (2.38%) Jupyter
Applications
1 6 (14.29%) Simulink
Communications & Networking
1 21 (50.00%) Wireless
2 7 (16.67%) Bluetooth
2 7 (16.67%) DVB
2 7 (16.67%) LTE
2 7 (16.67%) Wi-Fi
3 5 (11.90%) Internet
Database & Business Intelligence
1 5 (11.90%) Big Data
2 4 (9.52%) Relational Database
3 1 (2.38%) Apache Cassandra
3 1 (2.38%) MySQL
General
1 21 (50.00%) Telecoms
2 18 (42.86%) Electronics
3 4 (9.52%) Finance
Job Titles
1 20 (47.62%) DSP Engineer
2 15 (35.71%) Embedded Engineer
3 14 (33.33%) Software Test Engineer
3 14 (33.33%) Test Engineer
4 6 (14.29%) Hardware Engineer
4 6 (14.29%) Senior DSP Engineer
4 6 (14.29%) Senior Systems Engineer
5 5 (11.90%) C Software Engineer
5 5 (11.90%) Design Engineer
5 5 (11.90%) Linux Engineer
5 5 (11.90%) LTE Engineer
5 5 (11.90%) MATLAB Engineer
5 5 (11.90%) Software Engineer
5 5 (11.90%) Systems Engineer
6 4 (9.52%) Java Engineer
6 4 (9.52%) Java Software Engineer
7 3 (7.14%) Electronics Engineer
7 3 (7.14%) Firmware Engineer
7 3 (7.14%) FPGA Engineer
7 3 (7.14%) Senior Firmware Engineer
Libraries, Frameworks & Software Standards
1 4 (9.52%) Web Services
2 1 (2.38%) Kafka
Miscellaneous
1 16 (38.10%) Algorithms
2 12 (28.57%) Computer Science
3 10 (23.81%) Field-Programmable Gate Array
4 5 (11.90%) ASIC
4 5 (11.90%) Internet of Things
4 5 (11.90%) Smartphone
5 4 (9.52%) Verilog
6 3 (7.14%) Device Driver
6 3 (7.14%) Embedded Systems
7 2 (4.76%) SystemC
8 1 (2.38%) VHDL
Operating Systems
1 6 (14.29%) Linux
2 1 (2.38%) Unix
Processes & Methodologies
1 29 (69.05%) Digital Signal Processing
2 14 (33.33%) Automated Testing
2 14 (33.33%) Test Scripting
3 8 (19.05%) FPGA Design
3 8 (19.05%) Machine Learning
3 8 (19.05%) Mathematics
4 7 (16.67%) Prototyping
5 6 (14.29%) Coaching
5 6 (14.29%) Computer Vision
5 6 (14.29%) Mentoring
5 6 (14.29%) Neural Network
5 6 (14.29%) Video Processing
6 5 (11.90%) Software Engineering
7 4 (9.52%) Bioinformatics
7 4 (9.52%) Biology
8 3 (7.14%) Schematic Capture
9 2 (4.76%) Embedded Software Development
10 1 (2.38%) Applied Mathematics
10 1 (2.38%) Data Analysis
10 1 (2.38%) Pattern Recognition
Programming Languages
1 35 (83.33%) Python
2 26 (61.90%) C
3 21 (50.00%) C++
4 20 (47.62%) MATLAB
4 20 (47.62%) Tcl
5 6 (14.29%) Perl
6 4 (9.52%) Assembly Language
6 4 (9.52%) Java
7 2 (4.76%) Embedded C
Qualifications
1 31 (73.81%) Degree
2 2 (4.76%) PhD
System Software
1 3 (7.14%) Firmware
Vendors
1 1 (2.38%) Xilinx
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