Back to Jobs

Machine Learning Engineer, Healthcare NLP New Jersey or Remote

Remote, USA Full-time Posted 2026-06-06

Machine Learning Engineer, Healthcare NLP Build NLP systems that understand and extract insights from clinical text. New Jersey or Remote Research & Development Full-Time Neurex AI is building applied AI systems that operate inside real healthcare workflows. This role is for NLP specialists who want to tackle the unique challenges of clinical language understanding.

  • You will build systems that extract meaning from clinical notes, medical records, and healthcare documentation at scale.
  • What You Will Do 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 What You Will Build Clinical NLP pipelines for entity extraction and relation mapping Document classification systems for medical records Semantic search engines for healthcare knowledge bases LLM-powered summarization and generation systems Quality assurance tools for clinical documentation Who You Are Strong foundation in NLP and machine learning Experience with transformer models and modern NLP architectures Comfortable working in ambiguous, real-world environments Familiarity with clinical terminologies (ICD, CPT, SNOMED) is a plus Experience with Python, PyTorch/TensorFlow, and NLP libraries Clear communicator with high standards Why Neurex AI AI that is deployed, not demoed High ownership and autonomy Real impact in healthcare Opportunity to shape products, systems, and culture Direct collaboration with founders and senior leadership #J-18808-Ljbffr

Apply To this Job Apply tot his job Apply To this Job

Similar Jobs

NLP Research Engineer

Remote, USA Full-time

Senior Software Engineer - OpenTelemetry | US | Remote

Remote, USA Full-time

Lead Software Engineer (LMTS, Full Stack)

Remote, USA Full-time

Software Engineer (Go, SQL)

Remote, USA Full-time

Front-End Website Developer (Contract / Freelance)

Remote, USA Full-time

Product (Front-End) Engineer – Fully Remote (US) – Competitive Salary + Equity + Opportunity to work with an Ambitious, Rapidly-Growing Start-Up

Remote, USA Full-time

Frontend JavaScript Developer

Remote, USA Full-time

URGENT NEED - Front-End Developer (Angular + Java) HYBRID Role - Contract - W2

Remote, USA Full-time

Frontend Engineer (React, Remote, Europe)

Remote, USA Full-time

M365 Front-end Developer, Web Publisher

Remote, USA Full-time

Experienced Part-Time Remote Data Entry Clerk – Unlock Your Potential with arenaflex

Remote, USA Full-time

Experienced Remote Data Entry Specialist – Part-Time Opportunity at arenaflex

Remote, USA Full-time

Experienced Customer Service Support Specialist – Remote Technical Support Role at arenaflex

Remote, USA Full-time

Experienced Customer Business Outcomes (CBO) Specialist – Driving Digital Transformation and Business Growth at arenaflex

Remote, USA Full-time

Experienced Bilingual Licensed Customer Service Representative – Insurance Industry Expert

Remote, USA Full-time

Experienced Data Entry & Auth Reviewer (Remote) – Join arenaflex's Dynamic Team

Remote, USA Full-time

Experienced Data Entry Clerk – Administrative Support Specialist in San Antonio, TX at arenaflex

Remote, USA Full-time

Experienced Full Stack Customer Service Representative – Virtual Customer Care at arenaflex

Remote, USA Full-time

Data Science Analyst II - DTP Enterprise Data & Analytics - Digital and Technology Partners - Hybrid/Onsite

Remote, USA Full-time

Client Success Advocate

Remote, USA Full-time