The table below looks at the statistics for Signal Processing skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Signal Processing over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Signal Processing
England / London
Rank 570 628 614
Rank change year-on-year
+58 -14
Permanent jobs citing Signal Processing 18 20 20
As % of all permanent IT jobs located in London 0.054% 0.049% 0.049%
As % of the Processes & Methodologies category 0.061% 0.056% 0.057%
Number of salaries quoted 15 18 18
Median salary £70,000 £50,000 £48,000
Median salary % change year-on-year
+40.00% +4.16%
90% offered a salary of more than £50,000 £42,500 £37,750
10% offered a salary of more than £80,000 £82,500 £105,000
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 London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29731 35973 34999
As % of all permanent IT jobs located in London 89.12% 88.44% 86.35%
Number of salaries quoted 25074 30674 29527
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Signal Processing
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Signal Processing
Salary Trend in London

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

Signal Processing Salary Trend in London

Signal Processing
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Signal Processing across the London region over the 3 months to 18 January 2017.

Signal Processing Salary Histogram in London

Signal Processing
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Signal Processing within the London region over the 3 months to 18 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
City of London +23 2 £70,000 -3.44%
Stanmore - 1 £40,000 -
Signal Processing
England

Signal Processing
Top 30 Related IT Skills in London

For the 6 months to 18 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 London region with a requirement for Signal Processing.

1 14 (46.67%) Statistics
1 14 (46.67%) Physics
1 14 (46.67%) Machine Learning
1 14 (46.67%) SDLC
2 13 (43.33%) Computer Science
2 13 (43.33%) SQL
3 12 (40.00%) Python
3 12 (40.00%) Degree
4 11 (36.67%) Data Analysis
5 10 (33.33%) C++
5 10 (33.33%) Image Processing
6 9 (30.00%) NumPy
6 9 (30.00%) Windows
7 7 (23.33%) Visual Studio
7 7 (23.33%) OO
7 7 (23.33%) OOD
7 7 (23.33%) Data Mining
7 7 (23.33%) Web Development
7 7 (23.33%) Software Engineering
7 7 (23.33%) Telecoms
7 7 (23.33%) LabVIEW
7 7 (23.33%) Pandas
7 7 (23.33%) scikit-learn
7 7 (23.33%) Data Acquisition
8 6 (20.00%) Prototyping
8 6 (20.00%) Matplotlib
8 6 (20.00%) Change Control
8 6 (20.00%) Agile Software Development
8 6 (20.00%) MATLAB
9 5 (16.67%) PhD

Signal Processing
Top Related IT Skills in London 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:

Applications
1 2 (6.67%) Weka
2 1 (3.33%) MS Excel
2 1 (3.33%) MS Office
Cloud Services
1 1 (3.33%) Akamai
1 1 (3.33%) Amazon AWS
1 1 (3.33%) CloudFront
Communications & Networking
1 1 (3.33%) Cisco IOS
1 1 (3.33%) TCP/IP
1 1 (3.33%) Wireless
Database & Business Intelligence
1 7 (23.33%) Data Mining
2 3 (10.00%) Big Data
2 3 (10.00%) SQL Server
3 2 (6.67%) Apache Cassandra
3 2 (6.67%) HBase
3 2 (6.67%) MongoDB
3 2 (6.67%) NoSQL
4 1 (3.33%) Informix
4 1 (3.33%) KDB
Development Applications
1 7 (23.33%) LabVIEW
1 7 (23.33%) Visual Studio
2 1 (3.33%) CMake
2 1 (3.33%) Git (software)
2 1 (3.33%) Jenkins
2 1 (3.33%) JIRA
2 1 (3.33%) SCons
General
1 7 (23.33%) Telecoms
2 4 (13.33%) Finance
3 3 (10.00%) Games
4 2 (6.67%) Aerospace
4 2 (6.67%) Banking
4 2 (6.67%) Electronics
5 1 (3.33%) Front Office
5 1 (3.33%) Investment Banking
5 1 (3.33%) Retail
5 1 (3.33%) Retail Banking
Job Titles
1 14 (46.67%) Data Scientist
2 11 (36.67%) Developer
3 7 (23.33%) C++ Developer
3 7 (23.33%) C++ Software Developer
3 7 (23.33%) Software Developer
4 4 (13.33%) Java Developer
5 3 (10.00%) Java Quantitative Developer
5 3 (10.00%) Quantitative Developer
6 2 (6.67%) Architect
7 1 (3.33%) Algorithm Engineer
7 1 (3.33%) Audio Visual Engineer
7 1 (3.33%) Audio Visual Support
7 1 (3.33%) Data Architect
7 1 (3.33%) Development Engineer
7 1 (3.33%) Front Office Developer
7 1 (3.33%) Machine Learning Scientist
7 1 (3.33%) Solutions Architect
7 1 (3.33%) Support Engineer
7 1 (3.33%) Technical Support
7 1 (3.33%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 9 (30.00%) NumPy
2 7 (23.33%) Pandas
2 7 (23.33%) scikit-learn
3 6 (20.00%) Matplotlib
4 3 (10.00%) J2SE
5 2 (6.67%) D3.js
5 2 (6.67%) HEVC
6 1 (3.33%) jBPM
6 1 (3.33%) OpenCL
6 1 (3.33%) STL
Miscellaneous
1 14 (46.67%) Physics
1 14 (46.67%) Statistics
2 13 (43.33%) Computer Science
3 5 (16.67%) Algorithms
3 5 (16.67%) Mathematics
4 3 (10.00%) Data Extraction
4 3 (10.00%) Foreign Exchange (FX)
4 3 (10.00%) Hedge funds
4 3 (10.00%) Video Conferencing
5 2 (6.67%) Field-Programmable Gate Array
5 2 (6.67%) Smart Meter
5 2 (6.67%) Telematics
5 2 (6.67%) Visualisation
6 1 (3.33%) CUDA
6 1 (3.33%) Equities
6 1 (3.33%) Fintech
6 1 (3.33%) GPGPU
6 1 (3.33%) Management Information System
6 1 (3.33%) Mobile Banking
Operating Systems
1 9 (30.00%) Windows
2 2 (6.67%) Linux
3 1 (3.33%) Debian
3 1 (3.33%) Ubuntu
3 1 (3.33%) Unix
Processes & Methodologies
1 14 (46.67%) Machine Learning
1 14 (46.67%) SDLC
2 11 (36.67%) Data Analysis
3 10 (33.33%) Image Processing
4 7 (23.33%) Data Acquisition
4 7 (23.33%) OO
4 7 (23.33%) OOD
4 7 (23.33%) Software Engineering
4 7 (23.33%) Web Development
5 6 (20.00%) Agile Software Development
5 6 (20.00%) Change Control
5 6 (20.00%) Prototyping
6 5 (16.67%) Bayesian Methods
7 3 (10.00%) Multithreading
7 3 (10.00%) Systematic Trading
8 2 (6.67%) Anomaly Detection
8 2 (6.67%) Data Modelling
8 2 (6.67%) Data Visualisation
8 2 (6.67%) Open Source
8 2 (6.67%) Video Processing
Programming Languages
1 13 (43.33%) SQL
2 12 (40.00%) Python
3 10 (33.33%) C++
4 6 (20.00%) MATLAB
5 4 (13.33%) Java
6 3 (10.00%) Perl
6 3 (10.00%) VBA
7 2 (6.67%) C
7 2 (6.67%) R
8 1 (3.33%) C#
Qualifications
1 12 (40.00%) Degree
2 5 (16.67%) PhD
Quality Assurance & Compliance
1 1 (3.33%) SLA
Vendors
1 4 (13.33%) VocaLink
2 2 (6.67%) Progress
3 1 (3.33%) Aspera
3 1 (3.33%) Cisco
3 1 (3.33%) Polycom
3 1 (3.33%) Signiant