Period
to 20 November 2017

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 November 2017 with a comparison to the same period over the previous 2 years.

Robotics
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 71 - -
Rank change year-on-year - - -
Permanent jobs citing Robotics 82 0 0
As % of all permanent IT jobs advertised in Edinburgh 3.03% - -
As % of the Miscellaneous category 7.52% - -
Number of salaries quoted 59 0 0
Edinburgh median annual salary £32,000 - -
Scotland median annual salary £32,000 - -

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 1090 859 1203
As % of all permanent IT jobs advertised in Edinburgh 40.28% 37.58% 39.30%
Number of salaries quoted 629 540 712
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 £27,463 £25,000
90th Percentile £66,250 £67,500 £65,000
Scotland median annual salary £43,500 £42,500 £41,500
% change year-on-year +2.35% +2.41% +3.75%

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 November 2017.

Salary histogram for Robotics in Edinburgh

For the 6 months to 20 November 2017, 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 73 (89.02%) C++
1 73 (89.02%) Windows
1 73 (89.02%) Innovative Thinking
2 63 (76.83%) Java
3 60 (73.17%) Linux
4 53 (64.63%) C#
5 49 (59.76%) Software Testing
6 44 (53.66%) Software Engineering
7 43 (52.44%) Degree
8 40 (48.78%) .NET
9 34 (41.46%) Python
10 32 (39.02%) Machine Learning
11 29 (35.37%) CMake
11 29 (35.37%) Big Data
11 29 (35.37%) NuGet
11 29 (35.37%) Git (software)
11 29 (35.37%) Maven
11 29 (35.37%) Debian
11 29 (35.37%) Bugzilla
11 29 (35.37%) Numerate Degree
11 29 (35.37%) Phabricator
11 29 (35.37%) MSBuild
11 29 (35.37%) Artifactory
11 29 (35.37%) Jenkins
11 29 (35.37%) DevOps
11 29 (35.37%) Ranorex
11 29 (35.37%) SonarQube
11 29 (35.37%) Continuous Delivery
12 28 (34.15%) Algorithms
13 25 (30.49%) Image Processing

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:

Communications & Networking
1 5 (6.10%) IMAP
1 5 (6.10%) Kerberos
1 5 (6.10%) LDAP
1 5 (6.10%) SMTP
1 5 (6.10%) VoIP
Database & Business Intelligence
1 29 (35.37%) Big Data
2 18 (21.95%) GIS
3 13 (15.85%) Data Mining
4 2 (2.44%) Spatial Data
Development Applications
1 29 (35.37%) Artifactory
1 29 (35.37%) Bugzilla
1 29 (35.37%) CMake
1 29 (35.37%) Git (software)
1 29 (35.37%) Jenkins
1 29 (35.37%) Maven
1 29 (35.37%) MSBuild
1 29 (35.37%) NuGet
1 29 (35.37%) Phabricator
1 29 (35.37%) Ranorex
1 29 (35.37%) SonarQube
2 24 (29.27%) Selenium
3 21 (25.61%) NetBeans
4 16 (19.51%) Visual Studio
General
1 10 (12.20%) Military
2 3 (3.66%) Games
Job Titles
1 68 (82.93%) Software Engineer
2 29 (35.37%) Test Engineer
3 24 (29.27%) Development Engineer
3 24 (29.27%) Software Development Engineer
3 24 (29.27%) Software Test Engineer
3 24 (29.27%) Test Development Engineer
4 16 (19.51%) C# Software Engineer
4 16 (19.51%) Java Engineer
4 16 (19.51%) Java Software Engineer
5 5 (6.10%) C++ Software Engineer
5 5 (6.10%) Infrastructure Engineer
5 5 (6.10%) IT Engineer
5 5 (6.10%) IT Infrastructure Engineer
6 4 (4.88%) Machine Learning Scientist
6 4 (4.88%) Research Scientist
7 3 (3.66%) Machine Learning Researcher
8 2 (2.44%) Automation Engineer
8 2 (2.44%) Computer Engineer
8 2 (2.44%) Computer Vision Engineer
8 2 (2.44%) Research Engineer
Libraries, Frameworks & Software Standards
1 40 (48.78%) .NET
2 16 (19.51%) RESTful
2 16 (19.51%) SOAP
2 16 (19.51%) Swing
2 16 (19.51%) WPF
3 13 (15.85%) Boost C++ Libraries
3 13 (15.85%) OpenCV
3 13 (15.85%) Web Services
4 5 (6.10%) LAMP
5 3 (3.66%) HTML
Miscellaneous
1 28 (34.15%) Algorithms
2 19 (23.17%) Computer Science
3 3 (3.66%) Analytical Skills
3 3 (3.66%) CUDA
4 2 (2.44%) Data Structures
Operating Systems
1 73 (89.02%) Windows
2 60 (73.17%) Linux
3 29 (35.37%) Debian
Processes & Methodologies
1 73 (89.02%) Innovative Thinking
2 49 (59.76%) Software Testing
3 44 (53.66%) Software Engineering
4 32 (39.02%) Machine Learning
5 29 (35.37%) Continuous Delivery
5 29 (35.37%) DevOps
6 25 (30.49%) Image Processing
7 24 (29.27%) SDET
7 24 (29.27%) Test Automation
7 24 (29.27%) Unit Testing
8 22 (26.83%) Artificial Intelligence
8 22 (26.83%) Mathematics
9 21 (25.61%) SOA
10 16 (19.51%) Visualisation
11 13 (15.85%) Data Analysis
11 13 (15.85%) Deep Learning
11 13 (15.85%) Quantitative Analysis
12 5 (6.10%) Computer Vision
12 5 (6.10%) Open Source
12 5 (6.10%) Task Automation
Programming Languages
1 73 (89.02%) C++
2 63 (76.83%) Java
3 53 (64.63%) C#
4 34 (41.46%) Python
5 16 (19.51%) SQL
6 13 (15.85%) C
7 5 (6.10%) Bash Shell
8 3 (3.66%) MATLAB
8 3 (3.66%) Scala
Qualifications
1 43 (52.44%) Degree
2 29 (35.37%) Numerate Degree
3 9 (10.98%) PhD
4 4 (4.88%) Master's Degree
System Software
1 5 (6.10%) Docker
Systems Management
1 5 (6.10%) Nagios