Job Summary:
Judi Health is an enterprise health technology company focused on transforming healthcare through innovative solutions. They are seeking a Senior Applied AI/ML Scientist to develop and improve Large Language Models (LLMs) for healthcare applications, contributing to AI-based automation and enhancing customer experiences.
Responsibilities:
• Investigate the latest LLM MLM models and evaluate and compare accuracy and efficiency for our in-domain use cases
• Develop tools and processes to create data pipelines for ML training and customization
• Finetune LLMs for the healthcare domain
• Help develop and productionize machine learning (ML) solutions leveraging our customized models in the fields of Document understanding, Search and QnA, GenAI, Virtual Agents, etc.
• Work across the complete lifecycle of ML model development, including problem definition, data exploration, feature engineering, model training, validation, and deployment.
• Participate in code reviews, testing, and quality assurance processes.
• Troubleshoot and resolve technical issues related to AI model, integration, deployment and backend services.
• Document and communicate research and development processes, and architectural decisions.
• Ensure the security and compliance of healthcare data, adhering to HIPAA regulations.
Qualifications:
Required:
• Bachelor’s or Master’s degree in Computer Science, Machine Learning, or a related quantitative field.
• Minimum 4 years of experience in industry with a strong focus on applied AI/ML research and development.
• Strong grasp of OOP, Design Patterns, efficient algorithms, and quality software development.
• Solid understanding of Machine Learning fundamentals such as Deep Neural Networks, Transformer-based LLM and MLMs, Boosted or standard decision trees, RAG, etc.
• Strong proficiency in Python and familiarity with ML libraries such as PyTorch.
• Experience with training (pre-training / fine-tuning / RLHF / post-training) autoregressive language models like LLaMA, GPT-x, Mistral etc.
• Experience with open-source LLM platforms and training stack (e.g., HuggingFace, Deepspeed etc.).
• Experience with ML platforms such as AWS Sagemaker, Azure ML, Databricks etc.
• Excellent problem-solving skills, attention to detail, and a strong capacity for logical thinking.
• Passion for customer, innovation, product quality.
• The ability to work collaboratively across multiple disciplines in an extremely fast-paced, startup environment.
• Good written communication skills that enable collaboration in a remote environment.
Preferred:
• PhD in AI, Machine Learning or Computer Science preferred.
• Experience in healthcare or life sciences is a plus.
Company:
Capital Rx is now Judi Health! Navigate to our new page here: https://www.linkedin.com/company/judi-health Founded in 2017, the company is headquartered in New York, USA, with a team of 501-1000 employees. The company is currently Late Stage.