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Machine Learning Engineer

Machine Learning Engineer

Machine Learning Engineer

Location

Poland, Warszawa, hybrid work

Contract

Employment contract or B2B contract

Description of duties

  • Designing and implementing deep learning models for EKG signal classification.
  • Staying up-to-date with current and emerging tools, techniques, and algorithms and sharing this knowledge with team members.

Requirements and experience

  • Practical experience in working on solutions using deep learning, including experience in creating custom models
  • Data processing and model validation using numpy and pandas
  • Proficiency in Python and deep learning frameworks (PyTorch / TensorFlow / Keras)
  • Independence and initiative

Nice to have

  • Experience in automatic data control and augmentation
  • Knowledge of statistics (estimating test set sizes, etc.)
  • Familiarity with containerization tools like Docker
  • Higher education (computer science, mathematics, etc.)

Features welcome

What we offer?

  • The opportunity to work on a project that has the potential to revolutionize cardiac diagnostics
  • A significant role and real impact on shaping the developed solution in an environment that values knowledge and takes responsibility for its work
  • Flexible working hours with the possibility of remote work
  • 50% income tax deduction
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About the team

We are a research team developing algorithms for automatic analysis of EKG signals.

We specialize in machine learning, particularly deep learning. We have already created a deep learning solution that significantly outperforms previously used algorithms in the system. Currently, we are working on the next version of the solution, which aims to achieve results close to the quality provided by a qualified EKG technician. We are currently looking for a machine learning specialist to strengthen the team and contribute to the creation and implementation of the new version of the deep learning algorithm.

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The data administrator is Medicalgorithmics S.A. with its registered office in Warsaw (02-001) at Al. Jerozolimskie 81. The data will be processed in order to answer the query sent (legal basis: legitimate interest of the administrator), marketing (legal basis: legitimate interest of the administrator). The full text of the clause can be found on the Privacy Policy page.

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The data administrator is Medicalgorithmics S.A. with its registered office in Warsaw (02-001) at Al. Jerozolimskie 81. The data will be processed in order to answer the query sent (legal basis: legitimate interest of the administrator), marketing (legal basis: legitimate interest of the administrator). The full text of the clause can be found on the Privacy Policy page.

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