Period
to 21 January 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 21 January 2018 with a comparison to the same period over the previous 2 years.

Robotics
Scotland > Edinburgh
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 67 133 -
Rank change year-on-year +66 - -
Permanent jobs citing Robotics 85 2 0
As % of all permanent IT jobs advertised in Edinburgh 3.28% 0.092% -
As % of the Miscellaneous category 8.27% 0.26% -
Number of salaries quoted 72 0 0
Edinburgh median annual salary £32,000 - -
Scotland median annual salary £32,000 £50,000 -
% change year-on-year -36.00% - -

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 1,028 771 1,178
As % of all permanent IT jobs advertised in Edinburgh 39.63% 35.50% 42.00%
Number of salaries quoted 625 506 704
Edinburgh median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £26,500 £27,750 £26,500
90th Percentile £67,500 £69,375 £65,000
Scotland median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% +6.25%

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 21 January 2018.

Salary histogram for Robotics in Edinburgh

For the 6 months to 21 January 2018, IT jobs citing Robotics 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 Robotics.

1 81 (95.29%) C++
2 76 (89.41%) Windows
2 76 (89.41%) Innovative Thinking
3 70 (82.35%) Java
4 60 (70.59%) C#
5 57 (67.06%) Linux
6 51 (60.00%) Software Engineering
6 51 (60.00%) Software Testing
7 50 (58.82%) Degree
8 47 (55.29%) .NET
9 41 (48.24%) Git (software)
9 41 (48.24%) Big Data
9 41 (48.24%) Numerate Degree
10 35 (41.18%) Python
11 33 (38.82%) Machine Learning
12 29 (34.12%) Algorithms
13 28 (32.94%) Mathematics
14 27 (31.76%) SOA
14 27 (31.76%) NetBeans
15 26 (30.59%) Image Processing
16 25 (29.41%) Test Automation
16 25 (29.41%) Selenium
16 25 (29.41%) Maven
16 25 (29.41%) CMake
16 25 (29.41%) Artifactory
16 25 (29.41%) Jenkins
16 25 (29.41%) NuGet
16 25 (29.41%) Unit Testing
16 25 (29.41%) MSBuild
16 25 (29.41%) Bugzilla

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:

Database & Business Intelligence
1 41 (48.24%) Big Data
2 24 (28.24%) GIS
3 19 (22.35%) Data Mining
4 2 (2.35%) Spatial Data
Development Applications
1 41 (48.24%) Git (software)
2 27 (31.76%) NetBeans
3 25 (29.41%) Artifactory
3 25 (29.41%) Bugzilla
3 25 (29.41%) CMake
3 25 (29.41%) Jenkins
3 25 (29.41%) Maven
3 25 (29.41%) MSBuild
3 25 (29.41%) NuGet
3 25 (29.41%) Phabricator
3 25 (29.41%) Ranorex
3 25 (29.41%) Selenium
3 25 (29.41%) SonarQube
4 22 (25.88%) Visual Studio
General
1 5 (5.88%) Military
2 3 (3.53%) Games
Job Titles
1 76 (89.41%) Software Engineer
2 25 (29.41%) Development Engineer
2 25 (29.41%) Software Development Engineer
2 25 (29.41%) Software Test Engineer
2 25 (29.41%) Test Development Engineer
2 25 (29.41%) Test Engineer
3 22 (25.88%) C# Software Engineer
3 22 (25.88%) Java Engineer
3 22 (25.88%) Java Software Engineer
4 5 (5.88%) C++ Software Engineer
5 4 (4.71%) Machine Learning Scientist
5 4 (4.71%) Research Scientist
6 3 (3.53%) Machine Learning Researcher
7 2 (2.35%) Automation Engineer
7 2 (2.35%) Computer Engineer
7 2 (2.35%) Computer Vision Engineer
7 2 (2.35%) Research Engineer
Libraries, Frameworks & Software Standards
1 47 (55.29%) .NET
2 22 (25.88%) RESTful
2 22 (25.88%) SOAP
2 22 (25.88%) Swing
2 22 (25.88%) WPF
3 19 (22.35%) Boost C++ Libraries
3 19 (22.35%) OpenCV
3 19 (22.35%) Web Services
4 6 (7.06%) Elastic Stack
5 3 (3.53%) HTML
Miscellaneous
1 29 (34.12%) Algorithms
2 14 (16.47%) Computer Science
3 3 (3.53%) Analytical Skills
3 3 (3.53%) CUDA
4 2 (2.35%) Data Structures
Operating Systems
1 76 (89.41%) Windows
2 57 (67.06%) Linux
3 25 (29.41%) Debian
4 11 (12.94%) Robot Operating System
Processes & Methodologies
1 76 (89.41%) Innovative Thinking
2 51 (60.00%) Software Engineering
2 51 (60.00%) Software Testing
3 33 (38.82%) Machine Learning
4 28 (32.94%) Mathematics
5 27 (31.76%) SOA
6 26 (30.59%) Image Processing
7 25 (29.41%) Continuous Delivery
7 25 (29.41%) DevOps
7 25 (29.41%) SDET
7 25 (29.41%) Test Automation
7 25 (29.41%) Unit Testing
8 22 (25.88%) Visualisation
9 19 (22.35%) Data Analysis
9 19 (22.35%) Deep Learning
9 19 (22.35%) Quantitative Analysis
10 17 (20.00%) Artificial Intelligence
11 6 (7.06%) Data Management
12 5 (5.88%) Computer Vision
12 5 (5.88%) Software Architecture
Programming Languages
1 81 (95.29%) C++
2 70 (82.35%) Java
3 60 (70.59%) C#
4 35 (41.18%) Python
5 22 (25.88%) SQL
6 8 (9.41%) C
7 3 (3.53%) MATLAB
7 3 (3.53%) Scala
Qualifications
1 50 (58.82%) Degree
2 41 (48.24%) Numerate Degree
3 9 (10.59%) PhD
4 4 (4.71%) Master's Degree
System Software
1 6 (7.06%) Docker