← all jobs

Machine Learning Engineer, Healthcare NLP New Jersey or Remote

Work from home Full-time role Hiring

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

More open positions

Data Scientist, NLP

Work from home Full-time role

Sr. QA Lead

Work from home Full-time role

Senior Software Engineer II (Frontend), Web Frameworks (Remote USA)

Work from home Full-time role

Javascript Fullstack Engineer - Senior

Work from home Full-time role

Immediate interview for .NET Developer @ 100% Remote

Work from home Full-time role

Contractor - Mechanical Engineer 4 (NSSS Component Design)

Work from home Full-time role

Sr. Tax Analyst, Federal – Remote, US in USA in Lumen Technologies

Work from home Full-time role

[Remote] Fractional Business Development Partner – Leadership Development

Work from home Full-time role

Product Manager, Inventory & Orders

Work from home Full-time role

Site Reliability Engineer

Work from home Full-time role

Experienced Bilingual French & Spanish Customer Experience Representative – Remote Fashion & E-Commerce Support

Work from home Full-time role

Strategic Planning, Governance, Policy Consultant

Work from home Full-time role

Senior Product Security Engineer - Incident Response (EMEA)

Work from home Full-time role

Financial Wealth Advisor - Denver, CO

Work from home Full-time role

Research Assistant (Population, Family and Reproductive Health)

Work from home Full-time role

[Remote] eDiscovery Project Manager - Pacific Time Zone (PT)

Work from home Full-time role

Clinical Psychologist- Remote

Work from home Full-time role

Online Product Tester ? App Critic (Beginner Friendly)

Work from home Full-time role

Hiring & Interview Coordinator (Remote, Part-Time)

Work from home Full-time role

Project Manager, Implementation

Work from home Full-time role

Remote Live Chat Customer Support Assistant – Entry‑Level, Flexible Hours, Career Growth Opportunities at careerzynith

Work from home Full-time role