← all jobs

Machine Learning Engineer, Healthcare NLP or Remote

Work from home Full-time role Hiring

Position: Machine Learning Engineer, Healthcare NLP New Jersey or Remote 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/Tensor Flow, 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 Company : Neurex AI Limited Salary : 125K–150K a year

More open positions

NLP Engineers

Work from home Full-time role

Principal Software Engineer | Data Science

Work from home Full-time role

Senior Software Engineer - SDET (Remote)

Work from home Full-time role

[Remote] Software Engineer (Active TS/SCI with a Full Scope polygraph)

Work from home Full-time role

Software Engineer – (hybrid-remote) – Mclean, Va; Position R with Security Clearance

Work from home Full-time role

Research Scientist, Safety Post Training

Work from home Full-time role

QA Automation / Test Engineers (Bethesda (REMOTE), MD, US)

Work from home Full-time role

Tech Lead, Android Core Product - Córdoba, Argentina

Work from home Full-time role

Senior Software Engineer, Core Experiences - Gothenburg, Sweden

Work from home Full-time role

Work from Home Jobs for Teens | Exciting Opportunities for Young...

Work from home Full-time role

Remote Live Chat Data Entry Specialist – Customer Insight & Big Data Analytics – $35/hr – careerzynith

Work from home Full-time role

Business Central Bookkeeper (Part-Time, Remote)

Work from home Full-time role

Territory Account Executive , SMB - Sarasota, FL

Work from home Full-time role

[Remote] Principal Consultant, Workday Benefits (Certified)

Work from home Full-time role

Best Paying CVS Health Data Entry Jobs for Teens Work from Home

Work from home Full-time role

Remote Customer Experience Specialist – Work From Home Customer Support Representative with Competitive Hourly Pay

Work from home Full-time role

Corporate Paralegal

Work from home Full-time role

Experienced Data Entry Specialist – Work From Home Opportunity at careerzynith

Work from home Full-time role

Territory Safety Manager - Fabrication Safety

Work from home Full-time role

Medical Interpreter ( Karennie <> English ) 100% Remote

Work from home Full-time role

Part-Time Customer Support Technician – Remote – Refrigeration & Beverage Equipment Service – careerzynith – $27/hr

Work from home Full-time role