Period
to 21 October 2019

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 6 months to 21 October 2019 with a comparison to the same period in the previous 2 years.

Python
Scotland > Dundee
6 months to
21 Oct 2019
Same period 2018 Same period 2017
Rank 19 14 11
Rank change year-on-year -5 -3 +3
Permanent jobs citing Python 6 2 23
As % of all permanent IT jobs advertised in Dundee 6.06% 3.23% 23.96%
As % of the Programming Languages category 12.50% 5.56% 35.94%
Number of salaries quoted 4 1 21
Dundee median annual salary £40,000 £35,000 £46,000
Median salary % change year-on-year +14.29% -23.91% -8.00%
10th Percentile £32,700 £30,000 £31,250
90th Percentile £45,875 £40,000 £59,750
Scotland median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% -

Python 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 Dundee with a requirement for coding skills.

All Programming Languages
Dundee
Permanent vacancies with a requirement for coding skills 48 36 64
As % of all permanent IT jobs advertised in Dundee 48.48% 58.06% 66.67%
Number of salaries quoted 35 21 52
Dundee median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £32,450 £23,500 £27,500
90th Percentile £55,250 £55,000 £59,750
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Python
Job Vacancy Trend in Dundee

Job postings citing Python as a percentage of all IT jobs advertised in Dundee.

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

For the 6 months to 21 October 2019, IT jobs citing Python 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 Dundee region with a requirement for Python.

1 5 (83.33%) Java
2 4 (66.67%) C#
3 3 (50.00%) Software Engineering
3 3 (50.00%) Ruby
3 3 (50.00%) DevOps
4 2 (33.33%) Android
4 2 (33.33%) AWS
4 2 (33.33%) Apple iOS
4 2 (33.33%) Games
4 2 (33.33%) Agile Software Development
4 2 (33.33%) C++
4 2 (33.33%) Business Intelligence
4 2 (33.33%) PHP
4 2 (33.33%) SQL
4 2 (33.33%) Analytics
4 2 (33.33%) Amazon Redshift
5 1 (16.67%) Ansible
5 1 (16.67%) Amazon EMR
5 1 (16.67%) Amazon DynamoDB
5 1 (16.67%) Go
5 1 (16.67%) Opscode Chef
5 1 (16.67%) Android Development
5 1 (16.67%) iOS Development
5 1 (16.67%) Relational Database
5 1 (16.67%) MySQL
5 1 (16.67%) Linux
5 1 (16.67%) OOP
5 1 (16.67%) Apache
5 1 (16.67%) Data Warehouse
5 1 (16.67%) Data Modelling

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:

Application Platforms
1 1 (16.67%) Apache
1 1 (16.67%) Apache Spark
Cloud Services
1 2 (33.33%) AWS
2 1 (16.67%) Amazon EMR
2 1 (16.67%) Amazon Kinesis
2 1 (16.67%) Amazon SQS
2 1 (16.67%) Cloud Computing
Database & Business Intelligence
1 2 (33.33%) Amazon Redshift
2 1 (16.67%) Amazon DynamoDB
2 1 (16.67%) Data Lake
2 1 (16.67%) Data Warehouse
2 1 (16.67%) MySQL
2 1 (16.67%) NoSQL
2 1 (16.67%) Redis
2 1 (16.67%) Relational Database
Development Applications
1 1 (16.67%) Cucumber
1 1 (16.67%) Git (software)
1 1 (16.67%) PHPUnit
1 1 (16.67%) Subversion
General
1 2 (33.33%) Games
2 1 (16.67%) Retail
Job Titles
1 2 (33.33%) Developer
1 2 (33.33%) DevOps Engineer
2 1 (16.67%) Android Developer
2 1 (16.67%) Backend Developer
2 1 (16.67%) Business Intelligence Specialist
2 1 (16.67%) iOS Android Developer
2 1 (16.67%) iOS Developer
2 1 (16.67%) Software Developer
2 1 (16.67%) Software Engineer
2 1 (16.67%) Tableau Specialist
Libraries, Frameworks & Software Standards
1 1 (16.67%) Laravel
1 1 (16.67%) Node.js
1 1 (16.67%) React
1 1 (16.67%) REST
1 1 (16.67%) Ruby on Rails
1 1 (16.67%) Symfony
Miscellaneous
1 1 (16.67%) Algorithms
1 1 (16.67%) Cloud Native
1 1 (16.67%) Data Structures
Operating Systems
1 2 (33.33%) Android
1 2 (33.33%) Apple iOS
2 1 (16.67%) Linux
Processes & Methodologies
1 3 (50.00%) DevOps
1 3 (50.00%) Software Engineering
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Analytics
2 2 (33.33%) Business Intelligence
3 1 (16.67%) Android Development
3 1 (16.67%) Continuous Delivery
3 1 (16.67%) Data Analysis
3 1 (16.67%) Data Modelling
3 1 (16.67%) Decision-Making
3 1 (16.67%) Defect Tracking
3 1 (16.67%) ETL
3 1 (16.67%) iOS Development
3 1 (16.67%) MVC
3 1 (16.67%) OOP
3 1 (16.67%) Project Planning
3 1 (16.67%) Scrum
3 1 (16.67%) Systems Analysis
3 1 (16.67%) TDD
3 1 (16.67%) Translating Business Requirements
Programming Languages
1 5 (83.33%) Java
2 4 (66.67%) C#
3 3 (50.00%) Ruby
4 2 (33.33%) C++
4 2 (33.33%) PHP
4 2 (33.33%) SQL
5 1 (16.67%) Go
5 1 (16.67%) JavaScript
5 1 (16.67%) Lua
5 1 (16.67%) R
Systems Management
1 1 (16.67%) Ansible
1 1 (16.67%) Opscode Chef
1 1 (16.67%) Puppet
Vendors
1 1 (16.67%) Databricks
1 1 (16.67%) Tableau