Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Signal Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Signal Processing over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Signal Processing
East of England > Cambridgeshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 97 159 176
Rank change year-on-year +62 +17 -8
Permanent jobs citing Signal Processing 117 23 16
As % of all permanent IT jobs advertised in Cambridgeshire 2.84% 0.66% 0.38%
As % of the Processes & Methodologies category 3.08% 0.75% 0.44%
Number of salaries quoted 74 19 15
Cambridgeshire median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% +13.33%
10th Percentile £26,750 £33,750 £35,500
90th Percentile £61,250 £63,750 £62,500
East of England median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +13.33%

Signal Processing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3803 3083 3660
As % of all permanent IT jobs advertised in Cambridgeshire 92.19% 88.14% 87.94%
Number of salaries quoted 2907 2531 3156
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Signal Processing
Job Vacancy Trend in Cambridgeshire

Job postings citing Signal Processing as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Signal Processing in Cambridgeshire

Signal Processing
Salary Trend in Cambridgeshire

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

Salary trend for Signal Processing in Cambridgeshire

Signal Processing
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Signal Processing in Cambridgeshire over the 6 months to 18 November 2017.

Salary histogram for Signal Processing in Cambridgeshire

Signal Processing
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Signal Processing within the Cambridgeshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +34 92 £50,000 +5.26% 6
Signal Processing
East of England

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

1 72 (61.54%) C
2 68 (58.12%) Python
3 61 (52.14%) C++
4 48 (41.03%) Software Engineering
5 43 (36.75%) Digital Signal Processing
6 37 (31.62%) Machine Learning
7 35 (29.91%) Degree
8 31 (26.50%) Telecoms
9 29 (24.79%) Java
10 28 (23.93%) Wireless
11 27 (23.08%) Robotics
12 24 (20.51%) Firmware
12 24 (20.51%) Mentoring
13 22 (18.80%) R
13 22 (18.80%) Electronics
14 21 (17.95%) Bluetooth
14 21 (17.95%) Embedded C
14 21 (17.95%) Apache Spark
14 21 (17.95%) Security Cleared
14 21 (17.95%) Scala
14 21 (17.95%) Hadoop
15 19 (16.24%) Mathematics
16 16 (13.68%) Neural Network
16 16 (13.68%) Algorithms
17 15 (12.82%) Physics
18 14 (11.97%) Embedded Software Development
19 13 (11.11%) TensorFlow
19 13 (11.11%) Image Processing
19 13 (11.11%) MATLAB
19 13 (11.11%) Speech Recognition

Signal Processing
Co-occurring IT Skills in Cambridgeshire 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 21 (17.95%) Apache Spark
2 1 (0.85%) DNN
Cloud Services
1 1 (0.85%) Cloud Computing
Communications & Networking
1 28 (23.93%) Wireless
2 21 (17.95%) Bluetooth
3 1 (0.85%) FlexRay
3 1 (0.85%) Wi-Fi
Database & Business Intelligence
1 21 (17.95%) Hadoop
2 5 (4.27%) Big Data
Development Applications
1 5 (4.27%) Git (software)
General
1 31 (26.50%) Telecoms
2 22 (18.80%) Electronics
3 3 (2.56%) Manufacturing
4 2 (1.71%) Finance
4 2 (1.71%) Marketing
5 1 (0.85%) Automotive
Job Titles
1 47 (40.17%) Embedded Engineer
2 23 (19.66%) Firmware Engineer
3 22 (18.80%) Embedded Firmware Engineer
4 21 (17.95%) Data Scientist
4 21 (17.95%) Embedded C Engineer
5 18 (15.38%) Graduate
6 15 (12.82%) Senior Firmware Engineer
6 15 (12.82%) Software Engineer
7 14 (11.97%) C/C++ Firmware Engineer
8 13 (11.11%) Embedded C/C++ Engineer
8 13 (11.11%) Embedded C++ Engineer
9 12 (10.26%) Systems Engineer
10 9 (7.69%) Audio Engineer
10 9 (7.69%) Electronics Engineer
11 7 (5.98%) Machine Learning Engineer
12 6 (5.13%) Developer
13 5 (4.27%) Embedded Software Engineer
13 5 (4.27%) Graduate Software Engineer
13 5 (4.27%) Machine Learning Scientist
13 5 (4.27%) Research Engineer
Libraries, Frameworks & Software Standards
1 13 (11.11%) TensorFlow
2 9 (7.69%) Torch
3 7 (5.98%) Natural Language Processing
4 4 (3.42%) MXNet
Miscellaneous
1 27 (23.08%) Robotics
2 16 (13.68%) Algorithms
3 12 (10.26%) Computer Science
4 8 (6.84%) Acoustics
5 6 (5.13%) Field-Programmable Gate Array
6 5 (4.27%) Analytical Skills
6 5 (4.27%) Augmented Reality
6 5 (4.27%) CUDA
6 5 (4.27%) GPGPU
7 4 (3.42%) Embedded Systems
7 4 (3.42%) VHDL
8 2 (1.71%) User Experience
8 2 (1.71%) Verilog
9 1 (0.85%) ASIC
9 1 (0.85%) CPLD
9 1 (0.85%) Smartphone
Operating Systems
1 6 (5.13%) Android
1 6 (5.13%) Linux
2 1 (0.85%) Unix
Processes & Methodologies
1 48 (41.03%) Software Engineering
2 43 (36.75%) Digital Signal Processing
3 37 (31.62%) Machine Learning
4 24 (20.51%) Mentoring
5 19 (16.24%) Mathematics
6 16 (13.68%) Neural Network
7 15 (12.82%) Physics
8 14 (11.97%) Embedded Software Development
9 13 (11.11%) Image Processing
9 13 (11.11%) Speech Recognition
10 12 (10.26%) Deep Learning
11 10 (8.55%) Kalman Filter
12 7 (5.98%) Agile Software Development
12 7 (5.98%) TDD
13 6 (5.13%) Test Scripting
14 5 (4.27%) Biometrics
14 5 (4.27%) Computational Linguistics
14 5 (4.27%) Hidden Markov Model
14 5 (4.27%) Statistics
14 5 (4.27%) Test Automation
Programming Languages
1 72 (61.54%) C
2 68 (58.12%) Python
3 61 (52.14%) C++
4 29 (24.79%) Java
5 22 (18.80%) R
6 21 (17.95%) Embedded C
6 21 (17.95%) Scala
7 13 (11.11%) MATLAB
8 11 (9.40%) Embedded C++
9 6 (5.13%) C#
10 5 (4.27%) Assembly Language
11 3 (2.56%) Tcl
Qualifications
1 35 (29.91%) Degree
2 21 (17.95%) Security Cleared
3 10 (8.55%) PhD
4 7 (5.98%) Numerate Degree
5 5 (4.27%) Master's Degree
6 2 (1.71%) Computer Science Degree
Quality Assurance & Compliance
1 1 (0.85%) ISO 13485
System Software
1 24 (20.51%) Firmware
Vendors
1 2 (1.71%) SAP
2 1 (0.85%) Altera
2 1 (0.85%) EMC
2 1 (0.85%) Xilinx