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Machine Learning Engineer
  • Warsaw
Machine Learning Engineer
Warszawa, Warsaw, Masovian Voivodeship, Polska
SQUARE ONE RESOURCES sp. z o.o.
15. 3. 2025
Informacje o stanowisku

technologies-expected :


  • Python
  • Machine Learning
  • PyTorch
  • TensorFlow
  • scikit-learn

technologies-optional :


  • C#

about-project :


  • 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.

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.

requirements-expected :


  • 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.

  • Praca Warszawa
  • Warszawa - Oferty pracy w okolicznych lokalizacjach


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