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Data Science and Machine Learning Expert

1 tydzień temu

Łódź, Łódź Voivodeship, Polska Square One Pełny etat
Job Overview:

Square One is a leading provider of innovative solutions for the healthcare industry. We are seeking an experienced Machine Learning Engineer to join our team and contribute to the development of cutting-edge machine learning models for analyzing data from breath sensor devices.

In this role, you will be responsible for developing and optimizing machine learning models for binary and multi-class classification in clinical trials. You will work closely with our data scientists and engineers to integrate machine learning models into clinical workflows and ensure that they meet the highest standards of quality and accuracy.

The successful candidate will possess a strong background in signal processing and time-series analysis, as well as expertise in feature engineering and statistical analysis. They will also have experience with Python programming languages, including Scikit-Learn, TensorFlow, PyTorch, or equivalent ML frameworks.

Key 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.