Lead Algorithms Engineer — Healthcare ML & DSP

Becton Dickinson NA; Irvine (CA); On-site; USD 125,000 - 206,000; Full time

Benefits offered by this job

Total Rewards program

Job summary

BD in Irvine, California is seeking a Principal Algorithms Engineer to join our R&D team. You will lead development of advanced algorithms for patient monitoring using machine learning and signal processing, and collaborate with clinicians on clinical trials and regulatory submissions.

Candidates should have a PhD in a relevant field, strong programming in Python or MATLAB, and extensive experience with deep reinforcement learning, CNNs/LSTMs/Transformers, plus digital signal processing and

Qualifications

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

Responsibilities

• 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.

Skills

Deep reinforcement learning

Deep learning (CNN/LSTM/Transformer)

Digital signal processing

Mathematical modeling

Algorithm development

Education

PhD in electrical engineering, computer science, biomedical engineering, statistics, or relevant field

Tools

Python

MATLAB

Job description

BD in Irvine, California is seeking a Principal Algorithms Engineer to join our R&D team. You will lead development of advanced algorithms for patient monitoring using machine learning and signal processing, and collaborate with clinicians on clinical trials and regulatory submissions.

Candidates should have a PhD in a relevant field, strong programming in Python or MATLAB, and extensive experience with deep reinforcement learning, CNNs/LSTMs/Transformers, plus digital signal processing and