Job Function:
R&D Product Development

Job Sub Function:
R&D Machine Learning

Job Category:
Scientific/Technology

All Job Posting Locations:
Santa Clara, California, United States of America

Job Description:

We are searching for the best talent for a Senior Computer Vision/AI Scientist position in our Santa Clara, CA location.

Fueled by innovation at the intersection of biology and technology, we're developing the next generation of smarter, less invasive, more personalized treatments.

Your unique talents will help patients on their journey to wellness. Learn more at https://www.jnj.com/medtech

Purpose:

Are you passionate about improving and expanding the possibilities of surgery?

Ready to join a team that's reimagining how we heal?

At Johnson & Johnson MedTech we are passionate about redefining medical interventions. By combining advancements in medical robotics, instrumentation, navigation, and AI, we are building intelligent platforms capable of growing the applicability of robotics to a new spectrum of medical procedures. We are seeking a hardworking individual for a Senior Computer Vision/AI Scientist position within the Algorithms & AI team (part of MONARCH™ R&D).

You will work closely with other Computer Vision Scientist, Navigation and ML/AI Research Scientists and Engineers, as well as SW and System Engineers to develop advanced computer vision and AI capabilities for robotic-assisted flexible endoscopy procedures. This will be a great opportunity to develop your skills in solving complex challenges and contribute to technology development and innovative simulation capabilities for next generation robotic platforms!

You will be responsible for:

• The design, development and implementation of advanced ML/AI based computer vision algorithms for pose estimation, mapping/localization, anatomy/tool segmentation, and 3D reconstruction in dynamic environments.
• Experiment design, testing, and validation of algorithm performance in simulated and real environments.
• Integrating and deploying new algorithms into existing SW frameworks and machine learning pipelines.
• Analysis and evaluation of navigation, localization and other ML/AI algorithms with large multi-modal datasets.
• Improving existing MLOps (e.g. DVC, MLFlow) infra and development of innovative annotation pipelines.
• Working in a multi-functional setting with other CV/AI and Navigation Research Scientists, SW and System Engineers, Data Scientists, and Product Management to transfer new solutions into MONARCH™ products and applications. Support external partnerships in the space of simulation and AI.

Qualifications / Requirements:

• 4+ years experience and proven track record in computer vision and DL/AI algorithm development and deployment. Candidates with a PhD degree in computer science, engineering, robotics, or similar fields preferred.
• Hands-on experience and strong understanding of 3D reconstruction, segmentation, mapping, pose estimation and visual odometry.
• Hands-on experience with machine learning/deep learning frameworks (e.g. PyTorch, Tensorflow and TensorRT) for computer vision.
• Proficiency in Python and/or C++.
• Comfortable working with multi-functional teams and strong interpersonal skills.

Desired Qualifications:

• Experience in processing endoscopic and/or laparoscopic image datasets.
• Experience with world foundation models, simulation, and synthetic data generation (e.g. NVIDIA Cosmos, Isaac Sim)
• Experience working with multi-modal datasets. Experience with medical robotic systems.
• Experience in deploying machine learning models into real-world cloud applications using MLOps standards.
• Active publication record in venues such as ICCV/CVPR, MICCAI, IPCAI, or similar.

#JNJDataScience
#JNJMedTech-DS

#Li-Hybrid

Required Skills:

Preferred Skills:
Artificial Intelligence (AI), Coaching, Cognitive Computing, Critical Thinking, Cross-Functional Collaboration, Curious Mindset, Data Structures, Distributed Computing, Emerging Technologies, Human-Computer Relationships, Machine Learning (ML), Persistence and Tenacity, Program Management, Research and Development, SAP Product Lifecycle Management, Scripting Languages, Technologically Savvy

The anticipated base pay range for this position is :
The anticipated base pay range for this position is $125,000 and $201,250 USD.

Additional Description for Pay Transparency:
Subject to the terms of their respective plans, employees and/or eligible dependents are eligible to participate in the following Company sponsored employee benefit programs: medical, dental, vision, life insurance, short- and long-term disability, business accident insurance, and group legal insurance. Subject to the terms of their respective plans, employees are eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)). This position is eligible to participate in the Company's long-term incentive program. Subject to the terms of their respective policies and date of hire, Employees are eligible for the following time off benefits: Vacation -120 hours per calendar year Sick time - 40 hours per calendar year; for employees who reside in the State of Washington -56 hours per calendar year Holiday pay, including Floating Holidays -13 days per calendar year Work, Personal and Family Time - up to 40 hours per calendar year Parental Leave - 480 hours within one year of the birth/adoption/foster care of a child Condolence Leave - 30 days for an immediate family member: 5 days for an extended family member Caregiver Leave - 10 days Volunteer Leave - 4 days Military Spouse Time-Off - 80 hours Additional information can be found through the link below. https://www.careers.jnj.com/employee-benefits