Healthcasts · 1 hour ago
Artificial Intelligence Engineer
United States
Full-time
Remote
Mid, Senior Level
3+ years expHealthcasts is a fast-growing healthcare media company headquartered in Palm Beach, FL. They are seeking a skilled Software AI Engineer to build, deploy, and evolve intelligent systems that extract actionable insights from healthcare data. The role involves working with machine learning and natural language processing to support healthcare professionals in making sense of complex clinical interactions.
Internet
Hiring Manager
Matthew Duralek
Responsibilities
Develop and deploy and leverage NLP/LLM-based models to extract entities, treatments, symptoms, diagnoses, and sentiment from case discussions and consults
Build classification and recommendation models to surface relevant historical cases, guidelines, or treatment options
Collaborate with data engineering to develop robust pipelines for ingesting and preprocessing structured and unstructured healthcare data
Design algorithms to analyze trends, outcomes, and treatment efficacy from clinician-generated content
Work with key stakeholders to shape AI use cases that improve engagement and decision-making for healthcare professionals
Implement model evaluation, explainability, and feedback loops to improve transparency and trust in AI-driven outputs
Monitor model performance in production and drive continuous optimization and retraining cycles
Stay current with the latest in AI/ML research—especially in healthcare NLP, LLMs, and weak supervision techniques—and apply them where applicable
Qualification
Required
Bachelor's or Master's degree in Computer Science, AI/ML, Data Science, or a related field
3–5+ years of experience in applied machine learning or NLP, preferably in healthcare or life sciences domains and working with OpenAI text models
Deep understanding of transformer-based architectures and experience with LLM fine-tuning or prompt engineering
Proficiency with Python and ML frameworks (PyTorch etc)
Knowledge of storing and working with Embeddings and vector databases including Pinecone etc
Familiarity with de-identification of PHI/PII in medical text
Experience deploying models in production environments (e.g., AWS SageMaker, Vertex AI, or similar)
Comfortable working with large unstructured datasets, weakly labeled data, and building annotation tools
Strong communication skills and the ability to collaborate cross-functionally with engineering, product, and clinical experts
Experience working with sentiment analysis in medical or expert discussion contexts
Prior experience working on AI solutions for medical insights, clinical decision support, or treatment recommendation systems
Company
Healthcasts
Healthcasts is the leading educational resource for physician-driven content.
51-200 employees
Funding
Current Stage
Growth StageRecent News
Company data provided by crunchbase