Principal ML Architect (Machine Learning) with ImagingVBeyond Corporation • San Mateo, CA, United States
Principal ML Architect (Machine Learning) with Imaging
VBeyond Corporation • San Mateo, CA, United States
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job_description.job_card.job_descriptionDesign ML / DL architecture for multi-modal data (imaging, clinical, omics) supporting algorithms development in exploratory and GxP regulated environments Architect and Design Algorithims applications portability for internal and external deployments in regulated environment Build scalable pipelines for training, inference, and model deployment Handle model life cycle Ensure compliance with 21 CFR Part 11, HIPAA, GxP and SaMD standards Collaborate with cross-functional teams to align architecture with regulatory and operational requirements Create proof of concept for important areas Gen AI integration and LLM usage for intelligent workflows & conversational analytics GxP and SaMD validate models 15 years of experience Extensive experience with AWS ML / Deep Learning services(HPC with job schedulers) e.g., SageMaker, EC2 GPU instances, EKS etc. Extensive experience with ML Ops Extensive experience working in validated environments Extensive experience with python-based ml / deep learning frameworks Knowledge of imaging standards Worked in radiology & digital pathology Worked in ophthalmology / neurology / oncology disease areas Engineering Degree – BE / ME / BTech / MTech / BSc / MSc. Technical certification in multiple technologies is desirable.
Job Summary
Job Title : - Principal ML Architect (Machine Learning)
Location : - San Francisco, CA (Onsite 3 days / Week)
Type of Employment : - Fullltime
What’s in it for you : -
As a Machine Learning / Deep Learning Architect you will :
- Lead the design of ML / DL architectures for multi-modal data (imaging, clinical, omics) in both exploratory and GxP-regulated environments.
- Integrate Gen AI and conversational analytics to create intelligent workflows and next-gen solutions.
- Develop proofs of concept and validate models for mission-critical healthcare applications.
Key Responsibilities
Required Skills & Experience
Educational Qualifications : -
Recruiter Details : -
Name : - Prashant Pal
Email I'd : - PrashantP@vbeyond.com
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