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Machine Learning Engineer
  • Warszawa
Machine Learning Engineer
Warszawa, Warszawa, mazowieckie, Polska
Square One Resources Sp. z o.o.
13. 3. 2025
Informacje o stanowisku

For our client we are looking for a highly skilled Machine Learning. The person in this role will be responsible for developing and optimizing ML models for analyzing data from breath sensor devices, working with time-series data, and applying signal processing techniques in clinical trials.

Machine Learning Engineer



Your responsibilities

  • Develop and optimize machine learning models for binary and multi-class classification in clinical trials.
  • Work with time-series sensor data from Breath analyzer sensor devices.
  • Apply signal processing techniques to denoise and preprocess sensor traces.
  • Optimize models for different metrics such as accuracy, sensitivity and specificity.
  • Contribute to the automation of data ingestion and processing.
  • Collaborate with data engineers, software developers, and clinical researchers to integrate machine learning models into clinical workflows.
  • Document methodologies and results for regulatory and investor presentations.

Our requirements

  • Academic degree in Machine Learning, Data Science, Electrical Engineering, Physics, or a related field.
  • Strong Python skills, with experience in Scikit-Learn, TensorFlow, PyTorch, or equivalent ML frameworks.
  • Expertise in signal processing and time-series analysis.
  • Knowledge of feature engineering and statistical analysis.
  • Strong understanding of model validation techniques.
  • Experience with C# (for application support).
  • Experience in medical device AI development.
  • Familiarity with clinical trial data management and regulatory requirements.
  • Background in biomedical signal processing or sensor fusion algorithms.

 

  • Praca Warszawa
  • Warszawa - Oferty pracy w okolicznych lokalizacjach


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