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Principal ML Architect (Machine Learning) with Imaging
Principal ML Architect (Machine Learning) with ImagingVBeyond Corporation • Santa Clara, CA, United States
Principal ML Architect (Machine Learning) with Imaging

Principal ML Architect (Machine Learning) with Imaging

VBeyond Corporation • Santa Clara, CA, United States
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  • [job_card.full_time]
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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

  • Design 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

    • Required Skills & Experience

  • 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

    • Educational Qualifications : -

  • Engineering Degree – BE / ME / BTech / MTech / BSc / MSc.
  • Technical certification in multiple technologies is desirable.

    • Recruiter Details : -

    Name : - Prashant Pal

    Email I'd : - PrashantP@vbeyond.com

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