Period
to 20 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for MATLAB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MATLAB over the 6 months to 20 February 2018 with a comparison to the same period in the previous 2 years.

MathWorks MATLAB
Scotland > Edinburgh
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 136 124 139
Rank change year-on-year -12 +15 +15
Permanent jobs citing MATLAB 15 5 10
As % of all permanent IT jobs advertised in Edinburgh 0.55% 0.23% 0.36%
As % of the Programming Languages category 1.00% 0.41% 0.87%
Number of salaries quoted 7 0 6
Edinburgh median annual salary £47,500 - £14,434
10th Percentile £28,700 - £6,367
90th Percentile £60,500 - £61,875
Scotland median annual salary £46,250 £50,000 £42,500
% change year-on-year -7.50% +17.65% -10.53%

MATLAB is in the Programming Languages 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 coding skills.

All Programming Languages
Edinburgh
Permanent vacancies with a requirement for coding skills 1,498 1,218 1,144
As % of all permanent IT jobs advertised in Edinburgh 55.09% 55.85% 41.36%
Number of salaries quoted 1,013 789 776
Edinburgh median annual salary £42,500 £42,500 £42,500
10th Percentile £28,000 £28,750 £27,000
90th Percentile £65,000 £60,000 £60,000
Scotland median annual salary £43,500 £42,500 £40,000
% change year-on-year +2.35% +6.25% -

MATLAB
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for MATLAB in Edinburgh

MATLAB
Salary Trend in Edinburgh

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

Salary trend for MATLAB in Edinburgh

MATLAB
Salary Histogram in Edinburgh

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

Salary histogram for MATLAB in Edinburgh

For the 6 months to 20 February 2018, IT jobs citing MATLAB 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 MATLAB.

1 13 (86.67%) Python
2 9 (60.00%) R
3 7 (46.67%) C++
3 7 (46.67%) SQL
3 7 (46.67%) SAS
4 6 (40.00%) PhD
4 6 (40.00%) C
4 6 (40.00%) Machine Learning
5 5 (33.33%) Analytical Skills
5 5 (33.33%) Algorithms
5 5 (33.33%) Data Science
5 5 (33.33%) Finance
5 5 (33.33%) Mathematics
5 5 (33.33%) Hadoop
6 4 (26.67%) Games
6 4 (26.67%) Degree
6 4 (26.67%) Data Analysis
6 4 (26.67%) Java
6 4 (26.67%) Big Data
7 3 (20.00%) Analytics
7 3 (20.00%) Linear Algebra
7 3 (20.00%) Computer Vision
7 3 (20.00%) Reinforcement Learning
7 3 (20.00%) Bayesian Methods
7 3 (20.00%) HTML
7 3 (20.00%) Linux
7 3 (20.00%) Artificial Intelligence
7 3 (20.00%) Neural Network
7 3 (20.00%) Physics
7 3 (20.00%) Computer Science

MATLAB
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:

Application Platforms
1 7 (46.67%) SAS
2 2 (13.33%) Apache Spark
3 1 (6.67%) Jupyter
Applications
1 2 (13.33%) Microsoft Office
2 1 (6.67%) Microsoft Excel
2 1 (6.67%) SPSS
Database & Business Intelligence
1 5 (33.33%) Hadoop
2 4 (26.67%) Big Data
3 2 (13.33%) MySQL
4 1 (6.67%) Lumira
4 1 (6.67%) NoSQL
4 1 (6.67%) QlikView
Development Applications
1 1 (6.67%) Rational DOORS
1 1 (6.67%) Rational Rhapsody
General
1 5 (33.33%) Finance
2 4 (26.67%) Games
3 1 (6.67%) Avionics
3 1 (6.67%) Banking
3 1 (6.67%) Electronics
3 1 (6.67%) French Language
3 1 (6.67%) Manufacturing
Job Titles
1 7 (46.67%) Analyst
2 5 (33.33%) Data Analyst
3 3 (20.00%) Data Scientist
3 3 (20.00%) Machine Learning Researcher
3 3 (20.00%) SQL Analyst
3 3 (20.00%) SQL Data Analyst
4 2 (13.33%) Big Data Analyst
4 2 (13.33%) Data Insight Analyst
4 2 (13.33%) Insight Analyst
4 2 (13.33%) Insight Data Analyst
5 1 (6.67%) C Software Engineer
5 1 (6.67%) C++ Software Engineer
5 1 (6.67%) Quantitative Analyst
5 1 (6.67%) SAS Analyst
5 1 (6.67%) SAS Data Analyst
5 1 (6.67%) Senior Analyst
5 1 (6.67%) Senior Data Analyst
5 1 (6.67%) Senior SAS Analyst
5 1 (6.67%) Software Engineer
5 1 (6.67%) SPSS Analyst
Libraries, Frameworks & Software Standards
1 3 (20.00%) HTML
2 1 (6.67%) NumPy
2 1 (6.67%) SciPy
Miscellaneous
1 5 (33.33%) Algorithms
1 5 (33.33%) Analytical Skills
2 3 (20.00%) Computer Science
2 3 (20.00%) CUDA
2 3 (20.00%) Robotics
3 1 (6.67%) ASIC
3 1 (6.67%) Data Structures
3 1 (6.67%) Photography
Operating Systems
1 3 (20.00%) Linux
2 1 (6.67%) VxWorks
Processes & Methodologies
1 6 (40.00%) Machine Learning
2 5 (33.33%) Data Science
2 5 (33.33%) Mathematics
3 4 (26.67%) Data Analysis
4 3 (20.00%) Analytics
4 3 (20.00%) Artificial Intelligence
4 3 (20.00%) Bayesian Methods
4 3 (20.00%) Computer Vision
4 3 (20.00%) Linear Algebra
4 3 (20.00%) Neural Network
4 3 (20.00%) Physics
4 3 (20.00%) Predictive Modelling
4 3 (20.00%) Reinforcement Learning
5 2 (13.33%) Data Analytics
5 2 (13.33%) Data Extraction
5 2 (13.33%) Digital Analytics
5 2 (13.33%) OO
5 2 (13.33%) OOP
5 2 (13.33%) Software Engineering
6 1 (6.67%) UML
Programming Languages
1 13 (86.67%) Python
2 9 (60.00%) R
3 7 (46.67%) C++
3 7 (46.67%) SQL
4 6 (40.00%) C
5 4 (26.67%) Java
6 3 (20.00%) Scala
7 2 (13.33%) C#
7 2 (13.33%) JavaScript
8 1 (6.67%) Lua
8 1 (6.67%) Perl
8 1 (6.67%) Ruby
8 1 (6.67%) VBA
Qualifications
1 6 (40.00%) PhD
2 4 (26.67%) Degree
3 2 (13.33%) Numerate Degree
Quality Assurance & Compliance
1 1 (6.67%) ISO 9001
System Software
1 1 (6.67%) Firmware
Vendors
1 2 (13.33%) Tableau
2 1 (6.67%) SAP
2 1 (6.67%) Vertica