The table below looks at the statistics for Signal Processing skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Signal Processing over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Signal Processing
Rank 89 103 -
Rank change year-on-year
+14 -
Permanent jobs citing Signal Processing 2 3 0
As % of all permanent IT jobs located in Edinburgh 0.19% 0.21% -
As % of the Processes & Methodologies category 0.20% 0.23% -
Number of salaries quoted 1 0 0
Median salary £45,000 - -
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
Signal Processing
Scotland

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

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
976 1314 1344
As % of all permanent IT jobs located in Edinburgh 91.13% 90.62% 89.72%
Number of salaries quoted 627 815 905
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £34,000 £32,500 £30,000
10% offered a salary of more than £71,500 £60,000 £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 Edinburgh

The demand trend of job ads across the Edinburgh 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 Edinburgh

Signal Processing
Salary Trend in Edinburgh

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

Signal Processing Salary Trend in Edinburgh

Signal Processing
Top 30 Related IT Skills in Edinburgh

For the 6 months to 4 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 Edinburgh region with a requirement for Signal Processing.

1 2 (33.33%) SAS
1 2 (33.33%) SQL
1 2 (33.33%) VBA
1 2 (33.33%) MATLAB
1 2 (33.33%) Wireless
1 2 (33.33%) Finance
1 2 (33.33%) Manufacturing
1 2 (33.33%) Validation
1 2 (33.33%) Econometrics
1 2 (33.33%) VHDL
1 2 (33.33%) Verilog
1 2 (33.33%) Software Engineering
1 2 (33.33%) Statistics
1 2 (33.33%) Degree
1 2 (33.33%) Mathematics
1 2 (33.33%) Spotfire
1 2 (33.33%) QlikView
1 2 (33.33%) Visualisation
1 2 (33.33%) Tableau
1 2 (33.33%) Analytics
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Algorithms
2 1 (16.67%) SDLC
2 1 (16.67%) 5G
2 1 (16.67%) Cybersecurity
2 1 (16.67%) Machine Learning
2 1 (16.67%) Digital Signal Processing
2 1 (16.67%) 4G
2 1 (16.67%) R
2 1 (16.67%) ZigBee

Signal Processing
Top Related IT Skills in Edinburgh 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 2 (33.33%) SAS
Applications
1 1 (16.67%) MS Excel
1 1 (16.67%) MS Office
Communications & Networking
1 2 (33.33%) Wireless
2 1 (16.67%) 3G
2 1 (16.67%) 4G
2 1 (16.67%) 5G
2 1 (16.67%) Bluetooth
2 1 (16.67%) DECT
2 1 (16.67%) Wi-Fi
2 1 (16.67%) ZigBee
Database & Business Intelligence
1 2 (33.33%) QlikView
1 2 (33.33%) Spotfire
Development Applications
1 1 (16.67%) Subversion
General
1 2 (33.33%) Finance
1 2 (33.33%) Manufacturing
2 1 (16.67%) Telecoms
Job Titles
1 2 (33.33%) Verification Engineer
2 1 (16.67%) Analyst
2 1 (16.67%) Architect
2 1 (16.67%) C Software Engineer
2 1 (16.67%) C/C++ Embedded Software Engineer
2 1 (16.67%) C/C++ Software Engineer
2 1 (16.67%) C++ Software Engineer
2 1 (16.67%) Embedded C Engineer
2 1 (16.67%) Embedded C Software Engineer
2 1 (16.67%) Embedded Engineer
2 1 (16.67%) Embedded Software Engineer
2 1 (16.67%) Lead Software Architect
2 1 (16.67%) Real Time Embedded Engineer
2 1 (16.67%) Real Time Embedded Software Engineer
2 1 (16.67%) Real Time Software Engineer
2 1 (16.67%) Senior C Software Engineer
2 1 (16.67%) Senior C++ Software Engineer
2 1 (16.67%) Senior Software Engineer
2 1 (16.67%) Software Architect
2 1 (16.67%) Software Engineer
Miscellaneous
1 2 (33.33%) Analytical Skills
1 2 (33.33%) Mathematics
1 2 (33.33%) Statistics
1 2 (33.33%) Verilog
1 2 (33.33%) VHDL
1 2 (33.33%) Visualisation
2 1 (16.67%) Algorithms
2 1 (16.67%) Applied Mathematics
2 1 (16.67%) ASIC
2 1 (16.67%) Economics
2 1 (16.67%) Field-Programmable Gate Array
Processes & Methodologies
1 2 (33.33%) Analytics
1 2 (33.33%) Econometrics
1 2 (33.33%) Software Engineering
1 2 (33.33%) Validation
2 1 (16.67%) CMMI
2 1 (16.67%) Cybersecurity
2 1 (16.67%) Digital Signal Processing
2 1 (16.67%) Machine Learning
2 1 (16.67%) SDLC
2 1 (16.67%) Stakeholder Management
Programming Languages
1 2 (33.33%) MATLAB
1 2 (33.33%) SQL
1 2 (33.33%) VBA
2 1 (16.67%) C
2 1 (16.67%) C++
2 1 (16.67%) Embedded C
2 1 (16.67%) Embedded C++
2 1 (16.67%) Python
2 1 (16.67%) R
Qualifications
1 2 (33.33%) Degree
2 1 (16.67%) PhD
System Software
1 1 (16.67%) Firmware
Vendors
1 2 (33.33%) Tableau