Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Image Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Image Processing over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Image Processing
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 118 134 162
Rank change year-on-year +16 +28 -
Permanent jobs citing Image Processing 29 4 2
As % of all permanent IT jobs advertised in Edinburgh 1.07% 0.17% 0.065%
As % of the Processes & Methodologies category 1.18% 0.19% 0.071%
Number of salaries quoted 27 3 1
Edinburgh median annual salary £32,000 £47,500 £22,500
Median salary % change year-on-year -32.63% +111.11% -
10th Percentile £26,000 £26,750 £21,250
90th Percentile £56,250 £51,250 £23,750
Scotland median annual salary £32,000 £47,500 £22,500
% change year-on-year -32.63% +111.11% -

Image 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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2466 2114 2810
As % of all permanent IT jobs advertised in Edinburgh 91.13% 92.48% 91.80%
Number of salaries quoted 1488 1374 1772
Edinburgh median annual salary £42,500 £45,000 £43,500
Median salary % change year-on-year -5.56% +3.45% +3.57%
10th Percentile £27,000 £29,505 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Image Processing
Job Vacancy Trend in Edinburgh

Job postings citing Image Processing as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Image Processing in Edinburgh

Image Processing
Salary Trend in Edinburgh

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

Salary trend for Image Processing in Edinburgh

Image Processing
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Image Processing in Edinburgh over the 6 months to 20 November 2017.

Salary histogram for Image Processing in Edinburgh

For the 6 months to 20 November 2017, IT jobs citing Image 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 Image Processing.

1 27 (93.10%) C++
2 25 (86.21%) Linux
2 25 (86.21%) Robotics
2 25 (86.21%) Machine Learning
2 25 (86.21%) Algorithms
3 24 (82.76%) Degree
4 23 (79.31%) Software Engineering
4 23 (79.31%) Software Testing
4 23 (79.31%) Windows
4 23 (79.31%) Innovative Thinking
5 15 (51.72%) Java
5 15 (51.72%) Mathematics
6 14 (48.28%) Git (software)
6 14 (48.28%) Boost C++ Libraries
7 13 (44.83%) Big Data
7 13 (44.83%) OpenCV
7 13 (44.83%) Deep Learning
7 13 (44.83%) Numerate Degree
7 13 (44.83%) Quantitative Analysis
7 13 (44.83%) Data Analysis
7 13 (44.83%) C#
7 13 (44.83%) Web Services
7 13 (44.83%) Data Mining
8 11 (37.93%) Computer Science
9 10 (34.48%) Artificial Intelligence
9 10 (34.48%) Military
9 10 (34.48%) C
10 4 (13.79%) Google
11 3 (10.34%) Agile Software Development
11 3 (10.34%) Intel

Image Processing
Co-occurring 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:

Database & Business Intelligence
1 13 (44.83%) Big Data
1 13 (44.83%) Data Mining
2 2 (6.90%) GIS
2 2 (6.90%) Spatial Data
Development Applications
1 14 (48.28%) Git (software)
General
1 10 (34.48%) Military
Job Titles
1 23 (79.31%) Software Engineer
2 2 (6.90%) Automation Engineer
2 2 (6.90%) Computer Engineer
2 2 (6.90%) Computer Vision Engineer
2 2 (6.90%) Embedded Engineer
2 2 (6.90%) Embedded Linux Engineer
2 2 (6.90%) Linux Engineer
2 2 (6.90%) Research Engineer
3 1 (3.45%) Developer
3 1 (3.45%) Product Manager
3 1 (3.45%) UI Developer
Libraries, Frameworks & Software Standards
1 14 (48.28%) Boost C++ Libraries
2 13 (44.83%) OpenCV
2 13 (44.83%) Web Services
3 1 (3.45%) OpenGL
3 1 (3.45%) STL
3 1 (3.45%) WebGL
3 1 (3.45%) Yocto
Miscellaneous
1 25 (86.21%) Algorithms
1 25 (86.21%) Robotics
2 11 (37.93%) Computer Science
3 2 (6.90%) Data Structures
4 1 (3.45%) 3D Graphics
Operating Systems
1 25 (86.21%) Linux
2 23 (79.31%) Windows
3 2 (6.90%) Embedded Linux
Processes & Methodologies
1 25 (86.21%) Machine Learning
2 23 (79.31%) Innovative Thinking
2 23 (79.31%) Software Engineering
2 23 (79.31%) Software Testing
3 15 (51.72%) Mathematics
4 13 (44.83%) Data Analysis
4 13 (44.83%) Deep Learning
4 13 (44.83%) Quantitative Analysis
5 10 (34.48%) Artificial Intelligence
6 3 (10.34%) Agile Software Development
6 3 (10.34%) Computer Vision
7 2 (6.90%) Collaborative Working
7 2 (6.90%) Linux Kernel Development
7 2 (6.90%) OO
8 1 (3.45%) Data Modelling
8 1 (3.45%) Front End Development
8 1 (3.45%) Linear Algebra
Programming Languages
1 27 (93.10%) C++
2 15 (51.72%) Java
3 13 (44.83%) C#
4 10 (34.48%) C
5 2 (6.90%) Python
6 1 (3.45%) GLSL
Qualifications
1 24 (82.76%) Degree
2 13 (44.83%) Numerate Degree
3 2 (6.90%) PhD
Vendors
1 4 (13.79%) Google
2 3 (10.34%) Intel
3 1 (3.45%) Canon
3 1 (3.45%) Sony