Staff AI/ML Engineer

Abbott Laboratories; Westford (MA); On-site; USD 99,300 - 198,700; Full time

Job summary

Abbott Laboratories is seeking a Staff AI/ML Engineer to develop advanced machine learning solutions for OCT-based intravascular imaging systems. The role emphasizes robust algorithms for automatic identification and characterization of anatomical features, with production-grade deployment in regulated medical devices.

You will collaborate with clinical, imaging, software, and systems engineering teams, translate cutting-edge AI research into scalable solutions, and contribute to design

Qualifications

• Master’s or PhD in Computer Science, Electrical Engineering, Biomedical Engineering, or a related field with a focus on AI/ML.
• 7+ years of industry experience developing ML/DL or computer vision solutions, or 4+ years with a PhD.
• Proven experience with image analysis, semantic segmentation, object detection, and CNN/vision transformer models.

Responsibilities

• Design, develop and deploy ML models for OCT image analysis including segmentation and classification.
• Lead semantic segmentation algorithm development for OCT-based vascular imaging.
• Own end-to-end ML lifecycle: data prep, annotation, training, validation, deployment.

Skills

Python

Deep learning

Computer vision

Communication

Education

Master’s degree in CS/EE/BIomedical Eng

PhD in CS/EE/Biomedical Eng (AI/ML focus)

Tools

PyTorch

TensorFlow

ONNX

TensorRT

TorchScript

Job description

## Staff AI/ML EngineerApplylocations: United States > Massachusetts > Westford : 4 Robbins Roadtime type: Full timeposted on: Posted Todayjob requisition id: 31155557Abbott is a global healthcare leader that helps people live more fully at all stages of life. Our portfolio of life-changing technologies spans the spectrum of healthcare, with leading businesses and products in diagnostics, medical devices, nutritionals and branded generic medicines. Our 115,000 colleagues serve people in more than 160 countries.## **JOB DESCRIPTION:****Position Overview**Abbott Vascular is seeking a Staff AI/ML Engineer to develop advanced machine learning solutions for optical coherence tomography (OCT)–based intravascular imaging systems. This role will focus on developing robust, clinically relevant algorithms to automatically identify and characterize key anatomical and interventional features. The successful candidate will translate cutting-edge AI research into scalable, high-performance solutions integrated into regulated medical device products. The role requires close collaboration with clinical, imaging, software, and systems engineering teams throughout the product development lifecycle.**Key Responsibilities*** Design, develop and deploy machine learning and deep learning models for clinical applications including image segmentation, feature detection, classification and quantitative analysis of OCT images.* Lead the development of advanced semantic segmentation algorithms for OCT-based vascular imaging applications.* Own end-to-end ML lifecycle, including data preparation, annotation strategies, model development, training, validation, performance optimization, and deployment.* Collaborate with clinical and V&V teams to define clinically meaningful outputs, evaluation metrics, and validation methodologies.* Develop algorithms capable of robust performance across diverse patient populations, imaging conditions, and clinical use cases.* Optimize models for real-time or near-real-time inference in embedded or product environments.* Evaluate and integrate state-of-the-art machine learning approaches, including foundation models, self-supervised learning, and generative AI techniques where appropriate.* Contribute to software architecture, code reviews, and engineering best practices to ensure scalable and maintainable AI solutions.* Generate technical documentation supporting design controls, verification, validation, risk management, and regulatory submissions.**Required Qualifications*** Master’s or Ph.D. in Computer Science, Electrical Engineering, Biomedical Engineering, or a related field with a focus on AI/ML.* 7+ years of industry experience developing machine learning, deep learning, or computer vision solutions, or 4+ years of relevant industry experience with a PhD.* Strong expertise in deep learning architectures and modern machine learning approaches for image analysis, including convolutional neural networks and vision transformers* Proven experience developing semantic segmentation, object detection, classification, and image analysis algorithms.* Strong programming skills in Python and experience with ML frameworks such as PyTorch, TensorFlow, or equivalent.* Experience designing experiments, evaluating model performance, and applying statistical methods for model validation.* Demonstrated ability to translate research concepts into prototype and production-quality software solutions.* Excellent communication and cross-functional communication skills.**Preferred Qualifications*** Experience with OCT, IVUS, CT, MRI or other medical imaging modalities, including multi-modal image registration techniques.* Understanding of OCT imaging principles, image formation physics, and common imaging artifacts.* Experience developing AI/ML solutions for 3D volumetric, temporal, longitudinal or sequential imaging datasets.* Experience with foundation models, generative AI, self-supervised learning, multimodal learning, or other advanced AI approaches applied to medical imaging.* Expertise in model deployment and optimization for real-time or near-real-time inference using technologies such as ONNX, TensorRT, TorchScript, or equivalent frameworks.* Experience establishing scalable MLOps workflows, including data and model versioning, experiment tracking, continuous integration/deployment, and production ML pipelines.* Familiarity with medical device software development processes in regulated environments, including FDA regulations, design controls, V&V, and AI/ML-related FDA guidelines.* Demonstrated ability to translate research-grade algorithms into robust, production-ready solutions for clinical or commercial applications.**The base pay for this position is**$99,300.00 – $198,700.00In specific locations, the pay range may vary from the range posted.## **JOB FAMILY:**Research and Discovery## **DIVISION:**AVD Vascular## **LOCATION:**United States > Massachusetts > Westford : 4 Robbins Road## **ADDITIONAL LOCATIONS:**United States > Santa Clara : Building A - SC, United States > Santa Clara : Building B - SC## **WORK SHIFT:**Standard## **TRAVEL:**Yes, 15 % of the Time## **MEDICAL SURVEILLANCE:**Not Applicable## **SIGNIFICANT WORK ACTIVITIES:**Continuous sitting for prolonged periods (more than 2 consecutive hours in an 8 hour day), Keyboard use (greater or equal to 50% of the workday)Abbott is an Equal Opportunity Employer of Minorities/Women/Individuals with Disabilities/Protected Veterans.EEO is the Law link - English: http://webstorage.abbott.com/common/External/EEO\_English.pdfEEO is the Law link - Espanol: http://webstorage.abbott.com/common/External/EEO\_Spanish.pdf