The following table provides summary statistics for permanent job vacancies advertised in Dundee with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Python
Scotland / Dundee
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 8 11 -
Rank change year-on-year +3 -  
Permanent jobs citing Python 14 2 0
As % of all permanent IT jobs advertised in Dundee 40.00% 7.69% -
As % of the Programming Languages category 58.33% 10.53% -
Number of salaries quoted 14 2 0
Median salary £45,000 £54,000 -
Median salary % change year-on-year -16.66% -  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Dundee with a requirement for programming language skills.

Programming Language Skills
Dundee
Permanent job vacancies with a requirement for programming language skills 24 19 42
As % of all permanent IT job vacancies advertised in Dundee 68.57% 73.08% 84.00%
Number of salaries quoted 21 18 37
Median salary £42,500 £39,000 £42,500
Median salary % change year-on-year +8.97% -8.23%  
90% offered a salary of more than £35,500 £31,000 £27,500
10% offered a salary of more than £54,500 £50,000 £52,650
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Dundee

The job posting trend of jobs advertised in Dundee citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Dundee

Python
Salary Trend in Dundee

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

Salary trend for Python in Dundee

Python
Salary Histogram in Dundee

The salary distribution of IT jobs citing Python in Dundee over the 3 months to 28 June 2017.

Salary histogram for Python in Dundee

For the 6 months to 28 June 2017, IT jobs citing Python 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 Dundee region with a requirement for Python.

1 22 (88.00%) Degree
2 17 (68.00%) Linux
3 16 (64.00%) C#
3 16 (64.00%) Java
4 15 (60.00%) C++
4 15 (60.00%) OO
4 15 (60.00%) Windows
4 15 (60.00%) Software Engineering
5 14 (56.00%) Banking
5 14 (56.00%) Android
5 14 (56.00%) Electronics
5 14 (56.00%) Firmware
5 14 (56.00%) Configuration Management
5 14 (56.00%) C
5 14 (56.00%) VB
6 7 (28.00%) SQL
6 7 (28.00%) VxWorks
6 7 (28.00%) Arduino
6 7 (28.00%) Project Planning
6 7 (28.00%) Raspberry Pi
7 6 (24.00%) Games
8 5 (20.00%) Agile Software Development
8 5 (20.00%) JavaScript
9 4 (16.00%) Mathematics
9 4 (16.00%) DevOps
10 3 (12.00%) Analytical Skills
10 3 (12.00%) Statistics
10 3 (12.00%) Actionable Insight
10 3 (12.00%) Numerate Degree
10 3 (12.00%) Data Cleansing

Python
Co-occurring IT Skills in Dundee 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 3 (12.00%) Amazon AWS
2 2 (8.00%) Google Cloud Platform
2 2 (8.00%) Microsoft Azure
Database & Business Intelligence
1 3 (12.00%) NoSQL
2 1 (4.00%) Amazon Redshift
2 1 (4.00%) GIS
2 1 (4.00%) PostgreSQL
2 1 (4.00%) SQL Server
General
1 14 (56.00%) Banking
1 14 (56.00%) Electronics
2 6 (24.00%) Games
Job Titles
1 15 (60.00%) Software Engineer
2 7 (28.00%) Graduate
2 7 (28.00%) Graduate Software Engineer
2 7 (28.00%) Senior Software Engineer
3 3 (12.00%) Data Engineer
3 3 (12.00%) Developer
3 3 (12.00%) Web Engineer
4 2 (8.00%) DevOps Engineer
4 2 (8.00%) Software Developer
5 1 (4.00%) 3D Software Engineer
5 1 (4.00%) Agile Developer
5 1 (4.00%) DBA
5 1 (4.00%) Java Developer
5 1 (4.00%) Java Software Developer
Libraries, Frameworks & Software Standards
1 3 (12.00%) REST
2 2 (8.00%) JSON
2 2 (8.00%) RESTful
3 1 (4.00%) .NET
3 1 (4.00%) AngularJS
3 1 (4.00%) Node.js
3 1 (4.00%) RabbitMQ
3 1 (4.00%) React
3 1 (4.00%) SOAP
3 1 (4.00%) Spring
3 1 (4.00%) Web Services
3 1 (4.00%) WPF
3 1 (4.00%) XML
Miscellaneous
1 7 (28.00%) Arduino
1 7 (28.00%) Raspberry Pi
2 3 (12.00%) Analytical Skills
3 1 (4.00%) Algorithms
3 1 (4.00%) Computer Science
3 1 (4.00%) Data Structures
Operating Systems
1 17 (68.00%) Linux
2 15 (60.00%) Windows
3 14 (56.00%) Android
4 7 (28.00%) VxWorks
5 1 (4.00%) Unix
Processes & Methodologies
1 15 (60.00%) OO
1 15 (60.00%) Software Engineering
2 14 (56.00%) Configuration Management
3 7 (28.00%) Project Planning
4 5 (20.00%) Agile Software Development
5 4 (16.00%) DevOps
5 4 (16.00%) Mathematics
6 3 (12.00%) Actionable Insight
6 3 (12.00%) Data Analysis
6 3 (12.00%) Data Cleansing
6 3 (12.00%) Machine Learning
6 3 (12.00%) Process Improvement
6 3 (12.00%) Scrum
6 3 (12.00%) Statistical Analysis
6 3 (12.00%) Statistics
7 2 (8.00%) Continuous Delivery
7 2 (8.00%) MVC
7 2 (8.00%) TDD
8 1 (4.00%) MVVM
8 1 (4.00%) Test Automation
Programming Languages
1 16 (64.00%) C#
1 16 (64.00%) Java
2 15 (60.00%) C++
3 14 (56.00%) C
3 14 (56.00%) VB
4 7 (28.00%) SQL
5 5 (20.00%) JavaScript
6 3 (12.00%) R
6 3 (12.00%) Ruby
7 1 (4.00%) CoffeeScript
7 1 (4.00%) Elixir
7 1 (4.00%) Erlang
Qualifications
1 22 (88.00%) Degree
2 3 (12.00%) Numerate Degree
System Software
1 14 (56.00%) Firmware
Vendors
1 2 (8.00%) Google
1 2 (8.00%) Microsoft