Demo

Healthcare AI Specialist - Gen AI

Acunor Inc
NJ Full Time
POSTED ON 2/22/2025
AVAILABLE BEFORE 5/20/2025

Job Title : Healthcare AI Specialist GenAI, LLM, AI / ML, PyTorch, Fine-tuning

Location : Remote

Employment Type : Contract

Experience : 7 Years

About the Role :

Our client, a leading healthcare organization, is looking for an experienced AI / ML Engineer to develop, fine-tune, and deploy AI-powered solutions in the healthcare domain. The ideal candidate will have deep expertise in Generative AI (GenAI), Large Language Models (LLMs), Traditional AI / ML techniques, PyTorch, and Model Fine-tuning to enhance clinical decision-making, medical research, and patient care.

Key Responsibilities :

  • Develop, fine-tune, and deploy Large Language Models (LLMs) for various healthcare applications such as clinical summarization, automated diagnosis assistance, and medical text generation.
  • Work with Generative AI frameworks to create synthetic medical data while ensuring regulatory compliance (HIPAA, GDPR).
  • Implement Traditional AI / ML algorithms for predictive analytics, anomaly detection, and medical imaging analysis.
  • Optimize deep learning models using PyTorch for efficient deployment in healthcare environments.
  • Fine-tune pre-trained LLMs (GPT, BERT, BioBERT, MedPaLM, etc.) for domain-specific healthcare applications.
  • Collaborate with data engineers, medical professionals, and regulatory teams to ensure AI models align with clinical workflows and compliance standards.
  • Conduct error analysis and bias mitigation to improve AI-driven healthcare outcomes.
  • Work on explainable AI (XAI) techniques to enhance model interpretability for healthcare practitioners.
  • Deploy models in a cloud-based (AWS, Azure, GCP) or edge computing environment.
  • Maintain high standards of security, scalability, and performance for AI solutions in healthcare.

Required Skills & Qualifications :

  • Master's or PhD in Computer Science, AI, Data Science, or related fields.
  • 5 years of experience in AI / ML development, with at least 2 years focused on GenAI and LLMs.
  • Strong proficiency in PyTorch, TensorFlow, Hugging Face Transformers, and fine-tuning techniques.
  • Experience with NLP, deep learning architectures (Transformers, RNNs, CNNs), and attention mechanisms.
  • Hands-on experience with traditional AI / ML methods (XGBoost, Random Forest, SVM, etc.).
  • Understanding of biomedical NLP and medical domain-specific datasets (MIMIC-III, UMLS, SNOMED, FHIR).
  • Knowledge of model optimization techniques (quantization, pruning, distillation).
  • Experience deploying AI solutions in cloud (AWS SageMaker, Azure AI, GCP AI).
  • Familiarity with MLOps practices for model lifecycle management.
  • Strong understanding of healthcare compliance and ethical AI principles.
  • Nice-to-Have :

  • Experience with multi-modal AI (text, image, structured data fusion).
  • Hands-on experience in medical imaging AI (DICOM, PACS, CNNs for radiology).
  • Publications or research contributions in healthcare AI.
  • Experience with FHIR-based AI integration.
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