Data Scientists

  • Braga

Website AI4MedImaging - Medical Solutions S.A.

Hiring Data Scientists (Braga, Portugal – remote work possible)

Job Mission: Perform research and development of Artificial Intelligence (AI) and Machine Learning (ML) algorithms toward automating the cleaning, processing, and analyzing clinical data with the goal of transforming clinical data into information that supports better understanding and diagnosis of health diseases.

Main Duties and resposibilities:

·       Develop algorithms which autonomously identify inconsistent information in patient data and discover the correlations between patient data and medically relevant conditions such as a specific adverse event.

·       Develop standard metrics demonstrating model performance, robustness, and validity.

·       Selecting features, building and optimizing classifiers using machine learning techniques.

·       Ensure that algorithms can be practically deployed with minimal resource usage and maximum ease of use in existing architecture.

·       Deliver high quality software design documentation.

·       Prototype new ideas/technologies to create proof of concept and demos.

·       Comply with internal processes and regulations (ISO13485, MDR, and any other applicable regulatory requirements.

Main technical and soft skills:

·       Experience in Python, C++;

·       Experience in Git, command line tools (ssh), Unix;

·       Familiarity with AI algorithms for problems, including natural language processing, classification, clustering, dimensionality reduction, anomaly detection;

·       Experience with AI frameworks (such as Keras, Pytorch, Scikit-learn);

·       Experience in applying AI to biomedical data analysis preferred;

·       Ability to develop and deliver presentations;

·       Ability to communicate effectively in writing and verbally;

·       Ability to identify issues, present problems, and implement solutions;

·       Capability of communicating technical concepts clearly, concisely, and understandably to non-technical colleague or external parties;

Required education and work experience:

Master’s Degree in Biomedical Engineering, computer science, SW engineering, data science or related technical field.

Fluent Business English

Minimun of 3 years if work experience

Experience in applying Artificial Intelligence (AI) to biomedical data analysis preferred;


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