Remote ML Engineer, Healthcare NLP — Clinical Text & LLMs

Neurex AI Inc.

New Jersey

Remote

USD 120,000 - 180,000

Full time

14 hours ago
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Benefits offered by this job

Direct collaboration with founders
Impact on healthcare
Autonomy in projects

Job summary

Neurex AI is seeking a Machine Learning Engineer specializing in Healthcare NLP to design and implement NLP pipelines for clinical text, extract meaningful clinical concepts, and build robust classification and information extraction systems. You will work with real healthcare data, validating outputs with clinical experts and deploying LLM-powered solutions.

The role offers remote or New Jersey-based work, with strong ownership and opportunities to shape products and healthcare workflows within

Qualifications

  • Design and implement NLP pipelines for clinical text understanding
  • Build named entity recognition systems for medical concepts
  • Develop text classification models for healthcare documents
  • Create information extraction systems for structured data from unstructured notes
  • Fine-tune and deploy large language models for healthcare applications
  • Work with clinical experts to validate model outputs and improve accuracy

Responsibilities

  • Design and implement NLP pipelines for clinical text understanding
  • Build named entity recognition systems for medical concepts
  • Develop text classification models for healthcare documents
  • Create information extraction systems for structured data from unstructured notes
  • Fine-tune and deploy large language models for healthcare applications
  • Work with clinical experts to validate model outputs and improve accuracy

Skills

NLP
Transformer models
Python
PyTorch
TensorFlow
Clinical NLP

Tools

PyTorch
TensorFlow
NLP libraries
Python tooling

Job description

Neurex AI is seeking a Machine Learning Engineer specializing in Healthcare NLP to design and implement NLP pipelines for clinical text, extract meaningful clinical concepts, and build robust classification and information extraction systems. You will work with real healthcare data, validating outputs with clinical experts and deploying LLM-powered solutions.

The role offers remote or New Jersey-based work, with strong ownership and opportunities to shape products and healthcare workflows within

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