Period
to 12 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Matplotlib skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Matplotlib over the 6 months to 12 November 2019 with a comparison to the same period in the previous 2 years.

Matplotlib
Scotland > Edinburgh
6 months to
12 Nov 2019
Same period 2018 Same period 2017
Rank 145 142 -
Rank change year-on-year -3 - -
Permanent jobs citing Matplotlib 1 7 0
As % of all permanent IT jobs advertised in Edinburgh 0.046% 0.28% -
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.69% -
Number of salaries quoted 1 7 0
Edinburgh median annual salary £67,500 £37,500 -
Median salary % change year-on-year +80.00% - -
Scotland median annual salary £67,500 £37,500 -
% change year-on-year +80.00% - -

Matplotlib is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 898 1,008 979
As % of all permanent IT jobs advertised in Edinburgh 40.91% 39.89% 36.61%
Number of salaries quoted 483 626 625
Edinburgh median annual salary £44,000 £45,000 £40,000
Median salary % change year-on-year -2.22% +12.50% -5.88%
10th Percentile £27,750 £28,750 £28,000
90th Percentile £67,500 £67,500 £65,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Matplotlib
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Matplotlib in Edinburgh

Matplotlib
Salary Trend in Edinburgh

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

Salary trend for Matplotlib in Edinburgh

For the 6 months to 12 November 2019, IT jobs citing Matplotlib 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 Matplotlib.

1 1 (100.00%) SQL
1 1 (100.00%) Web Services
1 1 (100.00%) Python
1 1 (100.00%) Finance
1 1 (100.00%) AWS
1 1 (100.00%) NumPy
1 1 (100.00%) Machine Learning
1 1 (100.00%) Pandas
1 1 (100.00%) Kubernetes
1 1 (100.00%) scikit-learn
1 1 (100.00%) TensorFlow
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Keras
1 1 (100.00%) Serverless
1 1 (100.00%) Amazon Athena

Matplotlib
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 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon Athena
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Keras
1 1 (100.00%) NumPy
1 1 (100.00%) Pandas
1 1 (100.00%) scikit-learn
1 1 (100.00%) TensorFlow
1 1 (100.00%) Web Services
Processes & Methodologies
1 1 (100.00%) Machine Learning
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Systems Management
1 1 (100.00%) Kubernetes