
Catalyst for Innovation: Machine Learning Expert Wanted
1 day ago
Nuvae's cutting-edge GenAI-powered Revenue Management Agent and Conversational AI Platform has revolutionized the healthcare industry. Our innovative solutions focus on information retrieval, Retrieval-Augmented Generation (RAG), process automation, and actionable insights.
Key Responsibilities- Design, develop, and deploy machine learning algorithms, GenAI, and RAG-based solutions to drive business value
- Conduct thorough research, testing, and fine-tuning of models to ensure optimal performance
- Collaborate closely with cross-functional teams to integrate our solutions seamlessly into healthcare workflows
- Deep understanding of Pattern Recognition and Neural Networks principles
- Solid background in Computer Science and Algorithms fundamentals
- Experience with Generative AI, Large Language Models (LLMs), and RAG systems is highly desirable
- Bachelor's or Master's degree in Computer Science, AI/ML, or a related field
- Proficiency in AI/ML frameworks and tools is essential
- Hands-on experience with vector databases (e.g., Pinecone, Weaviate, FAISS, Milvus)
- Knowledge of prompt engineering and fine-tuning LLMs is beneficial
- Familiarity with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes) is a plus
- Strong software engineering practices including version control, CI/CD, and API development are required
- Understanding of data pipelines, ETL, and healthcare data standards (HL7, FHIR) is necessary
- Experience in building scalable AI-driven applications for production environments is highly valued
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