Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

MathWorks MATLAB
Scotland > Edinburgh
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 129 136 132
Rank change year-on-year +7 -4 +17
Permanent jobs citing MATLAB 19 13 5
As % of all permanent IT jobs advertised in Edinburgh 0.75% 0.48% 0.22%
As % of the Programming Languages category 1.42% 0.79% 0.45%
Number of salaries quoted 12 3 1
Edinburgh median annual salary £37,500 £31,000 £40,000
Median salary % change year-on-year +20.97% -22.50% +28.00%
10th Percentile £33,750 £26,900 £35,000
90th Percentile £80,875 £90,300 £45,000
Scotland median annual salary £41,000 £42,500 £40,000
% change year-on-year -3.53% +6.25% -5.88%

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 1,338 1,643 1,120
As % of all permanent IT jobs advertised in Edinburgh 52.68% 60.56% 48.17%
Number of salaries quoted 817 1,023 783
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £29,250 £27,500 £28,050
90th Percentile £68,000 £61,250 £60,000
Scotland median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 15 November 2018.

Salary histogram for MATLAB in Edinburgh

For the 6 months to 15 November 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 16 (84.21%) Python
2 13 (68.42%) Degree
2 13 (68.42%) Analytics
2 13 (68.42%) Data Science
3 11 (57.89%) Computer Science
3 11 (57.89%) R
3 11 (57.89%) Machine Learning
3 11 (57.89%) Big Data
4 10 (52.63%) Artificial Intelligence
5 8 (42.11%) Predictive Analytics
5 8 (42.11%) Mathematics
5 8 (42.11%) Physics
6 7 (36.84%) Statistical Modelling
6 7 (36.84%) SciPy
6 7 (36.84%) NumPy
6 7 (36.84%) Matplotlib
6 7 (36.84%) Pandas
6 7 (36.84%) scikit-learn
6 7 (36.84%) Data Engineering
6 7 (36.84%) Computer Science Degree
7 5 (26.32%) Simulink
8 4 (21.05%) Finance
8 4 (21.05%) Business Intelligence
8 4 (21.05%) SQL Server Integration Services
8 4 (21.05%) SQL Server Reporting Services
8 4 (21.05%) SQL Server Analysis Services
8 4 (21.05%) Tableau
9 3 (15.79%) Internet of Things
9 3 (15.79%) Algorithms
9 3 (15.79%) Internet

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 1 (5.26%) Apache Pig
1 1 (5.26%) Apache Spark
1 1 (5.26%) SAS
Applications
1 5 (26.32%) Simulink
2 2 (10.53%) SPSS
3 1 (5.26%) Microsoft Excel
Cloud Services
1 1 (5.26%) Google Analytics
Communications & Networking
1 3 (15.79%) Internet
1 3 (15.79%) Wireless
Database & Business Intelligence
1 11 (57.89%) Big Data
2 4 (21.05%) SQL Server Analysis Services
2 4 (21.05%) SQL Server Integration Services
2 4 (21.05%) SQL Server Reporting Services
3 2 (10.53%) Power BI
3 2 (10.53%) QlikView
3 2 (10.53%) SQL Server
4 1 (5.26%) Apache Hive
4 1 (5.26%) Data Mining
4 1 (5.26%) Hadoop
4 1 (5.26%) MS Access
4 1 (5.26%) SQL Server 2005
4 1 (5.26%) SQL Server 2008
4 1 (5.26%) SQL Server 2012
Development Applications
1 1 (5.26%) LabVIEW
1 1 (5.26%) Rational DOORS
General
1 4 (21.05%) Finance
2 2 (10.53%) Marketing
3 1 (5.26%) Back Office
3 1 (5.26%) Banking
3 1 (5.26%) Electronics
3 1 (5.26%) Social Science
Job Titles
1 9 (47.37%) Data Scientist
2 2 (10.53%) Analytics Manager
2 2 (10.53%) Senior Data Scientist
3 1 (5.26%) Analyst
3 1 (5.26%) Data Analytics Manager
3 1 (5.26%) Data Manager
3 1 (5.26%) Electronics Engineer
3 1 (5.26%) MATLAB Engineer
3 1 (5.26%) Principal Engineer
3 1 (5.26%) Programmer
3 1 (5.26%) Python Engineer
3 1 (5.26%) Python Software Engineer
3 1 (5.26%) Senior Systems Engineer
3 1 (5.26%) Software Engineer
3 1 (5.26%) Statistical Programmer
3 1 (5.26%) Systems Engineer
Libraries, Frameworks & Software Standards
1 7 (36.84%) Matplotlib
1 7 (36.84%) NumPy
1 7 (36.84%) Pandas
1 7 (36.84%) scikit-learn
1 7 (36.84%) SciPy
Miscellaneous
1 11 (57.89%) Computer Science
2 3 (15.79%) Algorithms
2 3 (15.79%) Internet of Things
3 2 (10.53%) Analytical Skills
3 2 (10.53%) Fintech
Processes & Methodologies
1 13 (68.42%) Analytics
1 13 (68.42%) Data Science
2 11 (57.89%) Machine Learning
3 10 (52.63%) Artificial Intelligence
4 8 (42.11%) Mathematics
4 8 (42.11%) Physics
4 8 (42.11%) Predictive Analytics
5 7 (36.84%) Data Engineering
5 7 (36.84%) Statistical Modelling
6 4 (21.05%) Business Intelligence
7 3 (15.79%) Data Modelling
8 2 (10.53%) Data Analytics
8 2 (10.53%) Data Cleansing
8 2 (10.53%) Data Visualisation
8 2 (10.53%) ERP
8 2 (10.53%) Statistical Analysis
8 2 (10.53%) Validation
8 2 (10.53%) Visualisation
9 1 (5.26%) Functional Programming
9 1 (5.26%) Line Management
Programming Languages
1 16 (84.21%) Python
2 11 (57.89%) R
3 2 (10.53%) C
3 2 (10.53%) C++
3 2 (10.53%) Embedded C
3 2 (10.53%) Embedded C++
4 1 (5.26%) Java
4 1 (5.26%) PL/SQL
4 1 (5.26%) Scala
4 1 (5.26%) SQL
4 1 (5.26%) VBA
Qualifications
1 13 (68.42%) Degree
2 7 (36.84%) Computer Science Degree
3 3 (15.79%) PhD
4 1 (5.26%) Master's Degree
4 1 (5.26%) SC Cleared
4 1 (5.26%) Security Cleared
Systems Management
1 1 (5.26%) Ambari
Vendors
1 4 (21.05%) Tableau
2 3 (15.79%) Microsoft
2 3 (15.79%) Oracle
3 2 (10.53%) SAP
4 1 (5.26%) Google