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Staff AI/ML Engineer at Abbott Laboratories - ApplyBlast

Staff AI/ML Engineer

Abbott Laboratories

3 months ago

3.7 on Glassdoor

Westford, Massachusetts, United States

Hybrid

Full Time

Senior

1 applicant

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About this role

Abbott Vascular is seeking a Staff AI/ML Engineer to develop advanced machine learning and deep learning solutions for optical coherence tomography (OCT)–based intravascular imaging systems. The role involves designing robust algorithms for image segmentation, feature detection, and classification, translating cutting-edge AI research into scalable solutions for regulated medical devices. This position requires close collaboration with clinical, imaging, and engineering teams to optimize models for real-time inference and ensure compliance with FDA regulations.

Responsibilities

Design and deploy machine learning models for clinical OCT image analysis
Lead development of semantic segmentation algorithms for vascular imaging
Own end-to-end ML lifecycle from data preparation to model deployment
Collaborate with clinical teams to define evaluation metrics and validation methodologies
Optimize models for real-time inference in embedded medical device environments

Skills

Qualifications

Master's in Computer SciencePh.D. in Computer SciencePh.D. in Electrical EngineeringPh.D. in Biomedical EngineeringFDA AI/ML Guidelines Knowledge

About Abbott Laboratories

abbott.com

Innovative medical devices and health care solutions for cardiovascular health, diabetes management, diagnostic testing, nutrition, chronic pain and more.