Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Image Processing
UK > Scotland
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 190 207 232
Rank change year-on-year +17 +25 -
Permanent jobs citing Image Processing 31 6 7
As % of all permanent IT jobs advertised in Scotland 0.55% 0.12% 0.11%
As % of the Processes & Methodologies category 0.60% 0.13% 0.12%
Number of salaries quoted 29 5 1
Scotland median annual salary £32,000 £47,500 £22,500
Median salary % change year-on-year -32.63% +111.11% -
10th Percentile £26,000 £31,000 £21,250
90th Percentile £60,000 £51,250 £23,750
UK median annual salary £42,500 £42,500 £42,500

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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5143 4724 5876
As % of all permanent IT jobs advertised in Scotland 90.82% 91.27% 90.88%
Number of salaries quoted 3286 2862 3722
Scotland median annual salary £45,000 £44,500 £42,500
Median salary % change year-on-year +1.12% +4.71% +2.41%
10th Percentile £28,250 £28,250 £27,500
90th Percentile £65,000 £65,000 £63,750
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Image Processing
Job Vacancy Trend in Scotland

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

Job vacancy trend for Image Processing in Scotland

Image Processing
Salary Trend in Scotland

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

Salary trend for Image Processing in Scotland

Image Processing
Salary Histogram in Scotland

The salary distribution of IT jobs citing Image Processing in Scotland over the 6 months to 24 November 2017.

Salary histogram for Image Processing in Scotland

Image Processing
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Image Processing within the Scotland region over the 6 months to 24 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
Edinburgh +12 29 £32,000 -32.63% 1
Glasgow - 1 £65,000 -
North Lanarkshire - 1 £45,000 -
Image Processing
UK

For the 6 months to 24 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 Scotland region with a requirement for Image Processing.

1 27 (87.10%) C++
2 26 (83.87%) Algorithms
3 25 (80.65%) Robotics
3 25 (80.65%) Machine Learning
3 25 (80.65%) Linux
4 24 (77.42%) Software Engineering
4 24 (77.42%) Degree
5 23 (74.19%) Innovative Thinking
5 23 (74.19%) Software Testing
5 23 (74.19%) Windows
6 15 (48.39%) Java
6 15 (48.39%) Mathematics
7 14 (45.16%) Git (software)
7 14 (45.16%) Boost C++ Libraries
8 13 (41.94%) Big Data
8 13 (41.94%) OpenCV
8 13 (41.94%) Deep Learning
8 13 (41.94%) Quantitative Analysis
8 13 (41.94%) C#
8 13 (41.94%) Web Services
8 13 (41.94%) Data Mining
8 13 (41.94%) Data Analysis
8 13 (41.94%) Numerate Degree
9 11 (35.48%) Computer Science
10 10 (32.26%) Artificial Intelligence
10 10 (32.26%) Military
10 10 (32.26%) C
11 4 (12.90%) Google
12 3 (9.68%) Intel
12 3 (9.68%) Computer Vision

Image Processing
Co-occurring IT Skills in Scotland 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 (41.94%) Big Data
1 13 (41.94%) Data Mining
2 2 (6.45%) GIS
2 2 (6.45%) Spatial Data
Development Applications
1 14 (45.16%) Git (software)
General
1 10 (32.26%) Military
2 1 (3.23%) Electronics
Job Titles
1 23 (74.19%) Software Engineer
2 2 (6.45%) Automation Engineer
2 2 (6.45%) Computer Engineer
2 2 (6.45%) Computer Vision Engineer
2 2 (6.45%) Embedded Engineer
2 2 (6.45%) Embedded Linux Engineer
2 2 (6.45%) Linux Engineer
2 2 (6.45%) Research Engineer
3 1 (3.23%) Design Engineer
3 1 (3.23%) Developer
3 1 (3.23%) Engineering Manager
3 1 (3.23%) FPGA Design Engineer
3 1 (3.23%) FPGA Engineer
3 1 (3.23%) Product Manager
3 1 (3.23%) Systems Engineering Manager
3 1 (3.23%) Systems Manager
3 1 (3.23%) UI Developer
Libraries, Frameworks & Software Standards
1 14 (45.16%) Boost C++ Libraries
2 13 (41.94%) OpenCV
2 13 (41.94%) Web Services
3 1 (3.23%) OpenGL
3 1 (3.23%) STL
3 1 (3.23%) WebGL
3 1 (3.23%) Yocto
Miscellaneous
1 26 (83.87%) Algorithms
2 25 (80.65%) Robotics
3 11 (35.48%) Computer Science
4 2 (6.45%) Data Structures
5 1 (3.23%) 3D Graphics
5 1 (3.23%) Field-Programmable Gate Array
Operating Systems
1 25 (80.65%) Linux
2 23 (74.19%) Windows
3 2 (6.45%) Embedded Linux
Processes & Methodologies
1 25 (80.65%) Machine Learning
2 24 (77.42%) Software Engineering
3 23 (74.19%) Innovative Thinking
3 23 (74.19%) Software Testing
4 15 (48.39%) Mathematics
5 13 (41.94%) Data Analysis
5 13 (41.94%) Deep Learning
5 13 (41.94%) Quantitative Analysis
6 10 (32.26%) Artificial Intelligence
7 3 (9.68%) Agile Software Development
7 3 (9.68%) Computer Vision
8 2 (6.45%) Collaborative Working
8 2 (6.45%) Linux Kernel Development
8 2 (6.45%) OO
9 1 (3.23%) Data Modelling
9 1 (3.23%) FPGA Design
9 1 (3.23%) Front End Development
9 1 (3.23%) Linear Algebra
9 1 (3.23%) Mentoring
9 1 (3.23%) Validation
Programming Languages
1 27 (87.10%) C++
2 15 (48.39%) Java
3 13 (41.94%) C#
4 10 (32.26%) C
5 2 (6.45%) Python
6 1 (3.23%) GLSL
Qualifications
1 24 (77.42%) Degree
2 13 (41.94%) Numerate Degree
3 2 (6.45%) PhD
System Software
1 1 (3.23%) Firmware
Vendors
1 4 (12.90%) Google
2 3 (9.68%) Intel
3 1 (3.23%) Altera
3 1 (3.23%) Canon
3 1 (3.23%) Sony
3 1 (3.23%) Xilinx