Principal Algorithms Engineer, Healthcare AI & Signals

Becton Dickinson; Irvine (CA); In loco; USD 123.000 - 206.000; Tempo pieno

Descrizione del lavoro

Becton, Dickinson and Company in Irvine, California is seeking a Principal Algorithms Engineer to join our R&D team. The role focuses on developing advanced algorithms for patient monitoring using machine learning and signal processing, with minimal direction.

You will perform statistical analyses, collaborate with clinicians on trials and regulatory submissions, and work with cross-functional teams to translate research into products.

Competenze

• PhD required in a relevant field.
• Strong programming skills in Python or MATLAB.
• Strong experience with deep reinforcement learning.
• Strong experience with general machine learning and deep learning techniques (CNN, LSTM, Transformer).
• Strong experience in digital signal processing, mathematical modeling and algorithm development.

Mansioni

• Lead the development of advanced algorithms for patient monitoring using machine learning and signal processing techniques.
• Perform statistical data analyses to characterize performance of algorithms.
• Collaborate with clinicians to conduct clinical trials and publish scientific articles.
• Collaborate with cross functional team on regulatory submissions and launching products.

Conoscenze

Python

MATLAB

Deep Reinforcement Learning

Deep Learning

Machine Learning

Signal Processing

Formazione

PhD in Electrical Engineering/Computer Science/Biomedical Engineering/Statistics

Descrizione del lavoro

Becton, Dickinson and Company in Irvine, California is seeking a Principal Algorithms Engineer to join our R&D team. The role focuses on developing advanced algorithms for patient monitoring using machine learning and signal processing, with minimal direction.

You will perform statistical analyses, collaborate with clinicians on trials and regulatory submissions, and work with cross-functional teams to translate research into products.