Period
to 20 April 2018

The table below looks at the prevalence of the term Robotics in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Robotics over the 6 months to 20 April 2018 with a comparison to the same period over the previous 2 years.

Robotics
Scotland > Edinburgh
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 93 137 -
Rank change year-on-year +44 - -
Permanent jobs citing Robotics 54 2 0
As % of all permanent IT jobs advertised in Edinburgh 2.04% 0.090% -
As % of the Miscellaneous category 5.11% 0.23% -
Number of salaries quoted 48 0 0
Edinburgh median annual salary £32,000 - -
Scotland median annual salary £32,000 £45,000 -
% change year-on-year -28.89% - -

Robotics is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 1,057 868 1,178
As % of all permanent IT jobs advertised in Edinburgh 40.01% 39.08% 44.64%
Number of salaries quoted 681 566 748
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £26,500 £27,500 £26,250
90th Percentile £71,250 £75,000 £71,250
Scotland median annual salary £45,000 £43,750 £45,000
% change year-on-year +2.86% -2.78% +11.11%

Robotics
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Robotics in Edinburgh

Robotics
Salary Trend in Edinburgh

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

Salary trend for Robotics in Edinburgh

Robotics
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Robotics in Edinburgh over the 6 months to 20 April 2018.

Salary histogram for Robotics in Edinburgh

For the 6 months to 20 April 2018, IT jobs citing Robotics 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 Robotics.

1 49 (90.74%) C++
2 44 (81.48%) Windows
2 44 (81.48%) Innovative Thinking
3 39 (72.22%) Java
4 34 (62.96%) C#
5 33 (61.11%) .NET
6 32 (59.26%) Degree
7 30 (55.56%) Linux
8 29 (53.70%) Big Data
9 28 (51.85%) Git (software)
9 28 (51.85%) Software Engineering
9 28 (51.85%) Software Testing
9 28 (51.85%) Numerate Degree
10 21 (38.89%) Python
10 21 (38.89%) Machine Learning
11 20 (37.04%) Mathematics
12 19 (35.19%) GIS
13 17 (31.48%) NetBeans
13 17 (31.48%) SOA
13 17 (31.48%) Swing
13 17 (31.48%) SQL
13 17 (31.48%) Visual Studio
13 17 (31.48%) SOAP
13 17 (31.48%) RESTful
13 17 (31.48%) WPF
13 17 (31.48%) Visualisation
14 16 (29.63%) Selenium
14 16 (29.63%) MSBuild
14 16 (29.63%) CMake
14 16 (29.63%) Artifactory

Robotics
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:

Cloud Services
1 16 (29.63%) NuGet
Database & Business Intelligence
1 29 (53.70%) Big Data
2 19 (35.19%) GIS
3 11 (20.37%) Data Mining
4 2 (3.70%) Spatial Data
Development Applications
1 28 (51.85%) Git (software)
2 17 (31.48%) NetBeans
2 17 (31.48%) Visual Studio
3 16 (29.63%) Artifactory
3 16 (29.63%) Bugzilla
3 16 (29.63%) CMake
3 16 (29.63%) Jenkins
3 16 (29.63%) Maven
3 16 (29.63%) MSBuild
3 16 (29.63%) Phabricator
3 16 (29.63%) Ranorex
3 16 (29.63%) Selenium
3 16 (29.63%) SonarQube
General
1 3 (5.56%) Games
Job Titles
1 44 (81.48%) Software Engineer
2 17 (31.48%) C# Software Engineer
2 17 (31.48%) Java Engineer
2 17 (31.48%) Java Software Engineer
3 16 (29.63%) Development Engineer
3 16 (29.63%) Software Development Engineer
3 16 (29.63%) Software Test Engineer
3 16 (29.63%) Test Development Engineer
3 16 (29.63%) Test Engineer
4 4 (7.41%) Machine Learning Scientist
4 4 (7.41%) Research Scientist
5 3 (5.56%) Machine Learning Researcher
6 2 (3.70%) Automation Engineer
6 2 (3.70%) Computer Engineer
6 2 (3.70%) Computer Vision Engineer
6 2 (3.70%) Research Engineer
7 1 (1.85%) Operations Director
7 1 (1.85%) Transformation Director
Libraries, Frameworks & Software Standards
1 33 (61.11%) .NET
2 17 (31.48%) RESTful
2 17 (31.48%) SOAP
2 17 (31.48%) Swing
2 17 (31.48%) WPF
3 11 (20.37%) Boost C++ Libraries
3 11 (20.37%) OpenCV
3 11 (20.37%) Web Services
4 10 (18.52%) Elastic Stack
5 3 (5.56%) HTML
Miscellaneous
1 16 (29.63%) Algorithms
2 4 (7.41%) Computer Science
3 3 (5.56%) Analytical Skills
3 3 (5.56%) CUDA
4 2 (3.70%) Data Structures
Operating Systems
1 44 (81.48%) Windows
2 30 (55.56%) Linux
3 16 (29.63%) Debian
4 10 (18.52%) Robot Operating System
Processes & Methodologies
1 44 (81.48%) Innovative Thinking
2 28 (51.85%) Software Engineering
2 28 (51.85%) Software Testing
3 21 (38.89%) Machine Learning
4 20 (37.04%) Mathematics
5 17 (31.48%) SOA
5 17 (31.48%) Visualisation
6 16 (29.63%) Continuous Delivery
6 16 (29.63%) DevOps
6 16 (29.63%) SDET
6 16 (29.63%) Test Automation
6 16 (29.63%) Unit Testing
7 13 (24.07%) Image Processing
8 11 (20.37%) Data Analysis
8 11 (20.37%) Deep Learning
8 11 (20.37%) Quantitative Analysis
9 10 (18.52%) Data Management
10 8 (14.81%) Artificial Intelligence
11 5 (9.26%) Computer Vision
12 4 (7.41%) Physics
Programming Languages
1 49 (90.74%) C++
2 39 (72.22%) Java
3 34 (62.96%) C#
4 21 (38.89%) Python
5 17 (31.48%) SQL
6 3 (5.56%) C
6 3 (5.56%) MATLAB
6 3 (5.56%) Scala
Qualifications
1 32 (59.26%) Degree
2 28 (51.85%) Numerate Degree
3 9 (16.67%) PhD
4 4 (7.41%) Master's Degree
System Software
1 10 (18.52%) Docker