Remote Healthcare NLP ML Engineer — AI for Clinicians

Neurex AI Limited; New Jersey; Hybrid; USD 100,000 - 130,000; Full time

Benefits offered by this job

High ownership and autonomy

Real impact in healthcare

Opportunity to shape products and culture

Job summary

A healthcare AI company is seeking a Machine Learning Engineer specialized in NLP to develop systems that extract insights from clinical text. You will design NLP pipelines for text understanding and create models for document classification. Candidates should have a solid foundation in NLP, experience with transformer models, and proficiency in Python. This full-time role offers opportunities for high ownership and real impact in the healthcare sector.

Qualifications

• Strong foundation in NLP and machine learning.
• Experience with transformer models and modern NLP architectures.
• Familiarity with clinical terminologies (ICD, CPT, SNOMED) is a plus.

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.

Skills

NLP and machine learning

Transformer models

Python

PyTorch/TensorFlow

NLP libraries

Job description

A healthcare AI company is seeking a Machine Learning Engineer specialized in NLP to develop systems that extract insights from clinical text. You will design NLP pipelines for text understanding and create models for document classification. Candidates should have a solid foundation in NLP, experience with transformer models, and proficiency in Python. This full-time role offers opportunities for high ownership and real impact in the healthcare sector.