Period
to 19 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Deep Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Deep Learning over the 6 months to 19 April 2019 with a comparison to the same period in the previous 2 years.

Deep Learning
Scotland > Edinburgh
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 113 128 132
Rank change year-on-year +15 +4 -
Permanent jobs citing Deep Learning 35 17 4
As % of all permanent IT jobs advertised in Edinburgh 1.34% 0.64% 0.18%
As % of the Processes & Methodologies category 1.43% 0.70% 0.19%
Number of salaries quoted 35 14 2
Edinburgh median annual salary £38,500 £32,000 £21,500
Median salary % change year-on-year +20.31% +48.84% -
10th Percentile £27,750 £28,000 £19,750
90th Percentile £41,750 £47,500 £23,250
Scotland median annual salary £38,500 £32,000 £21,500
% change year-on-year +20.31% +48.84% -

Deep Learning 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 2,454 2,445 2,083
As % of all permanent IT jobs advertised in Edinburgh 93.70% 92.51% 93.91%
Number of salaries quoted 1,572 1,602 1,345
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £28,250 £28,000 £28,850
90th Percentile £71,250 £68,975 £70,000
Scotland median annual salary £45,000 £45,000 £45,000

Deep Learning
Job Vacancy Trend in Edinburgh

Job postings citing Deep Learning as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Deep Learning in Edinburgh

Deep Learning
Salary Trend in Edinburgh

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

Salary trend for Deep Learning in Edinburgh

Deep Learning
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Deep Learning in Edinburgh over the 6 months to 19 April 2019.

Salary histogram for Deep Learning in Edinburgh

For the 6 months to 19 April 2019, IT jobs citing Deep Learning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Deep Learning.

1 35 (100.00%) Machine Learning
1 35 (100.00%) Algorithms
2 34 (97.14%) Numerate Degree
2 34 (97.14%) Innovative Thinking
2 34 (97.14%) C#
2 34 (97.14%) C++
2 34 (97.14%) Java
2 34 (97.14%) Windows
2 34 (97.14%) Linux
2 34 (97.14%) Data Mining
2 34 (97.14%) Software Engineering
2 34 (97.14%) Degree
2 34 (97.14%) Robotics
2 34 (97.14%) Mathematics
3 17 (48.57%) Image Processing
3 17 (48.57%) Boost C++ Libraries
3 17 (48.57%) Data Analysis
3 17 (48.57%) Web Services
3 17 (48.57%) Big Data
3 17 (48.57%) OpenCV
4 1 (2.86%) Artificial Intelligence

Deep Learning
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 34 (97.14%) Data Mining
2 17 (48.57%) Big Data
Job Titles
1 34 (97.14%) C++ Software Engineer
1 34 (97.14%) Software Engineer
2 17 (48.57%) Graduate
2 17 (48.57%) Graduate C++ Software Engineer
2 17 (48.57%) Graduate Software Engineer
2 17 (48.57%) Senior C++ Software Engineer
2 17 (48.57%) Senior Software Engineer
3 1 (2.86%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 17 (48.57%) Boost C++ Libraries
1 17 (48.57%) OpenCV
1 17 (48.57%) Web Services
Miscellaneous
1 35 (100.00%) Algorithms
2 34 (97.14%) Robotics
Operating Systems
1 34 (97.14%) Linux
1 34 (97.14%) Windows
Processes & Methodologies
1 35 (100.00%) Machine Learning
2 34 (97.14%) Innovative Thinking
2 34 (97.14%) Mathematics
2 34 (97.14%) Software Engineering
3 17 (48.57%) Data Analysis
3 17 (48.57%) Image Processing
4 1 (2.86%) Artificial Intelligence
Programming Languages
1 34 (97.14%) C#
1 34 (97.14%) C++
1 34 (97.14%) Java
Qualifications
1 34 (97.14%) Degree
1 34 (97.14%) Numerate Degree