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Salary report analysis & visualization with pandas and plotly

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Salary survey reports

An anonymous salary survey has been traditionally conducted annually since 2015 among European IT specialists in Germany. Below, you will find an in-depth comparative analysis of the aggregated anonymised responses from voluntary participants.

Purpose: to learn a competitive value of a skillset for IT specialists depending on years of experience, position, level, etc.

Audience: most respondents are expats living in Germany and working either for Germany or abroad (remote).

Previous analysis (2022) can be found here

Previously collected raw datasets are here - 2019-2023

As always thanks to everyone participating!

  • Analysis & dynamic visualizations were built with pandas, numpy, matplotlib, plotly, and other common python libraries.
  • Data for this report was collected on voluntary basis among IT specialists in Germany throughout 2015-2023.

New 2023 report is available!

Salary survey report 2023 - click here

Previous reports

Salary survey report 2022

Salary survey report 2021

Salary survey report 2020

Salary survey report 2019

Datasets

Data used for plotting is available in spreadsheets:

2015 2016 2017 2018 2019 2020 2021 2022 2023

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