Description
This role focuses on leveraging advanced machine learning techniques including generative AI large language models (LLMs) and AI agents to address complex healthcare challenges. At HDI we aim to revolutionize patient care optimize healthcare delivery and drive operational excellence through data and technology.
Responsibilities
1. Technical Leadership :
- Serve as a key technical expert in designing developing and deploying AI / ML solutions with a focus on GenAI and LLM applications for healthcare.
- Architect and implement AI agents that automate complex workflows such as generating real-time clinical summaries and assisting in patient care management.
- Integrate LLM capabilities with healthcare datasets ensuring robust performance scalability and adherence to compliance standards.
2. Generative AI & LLM Innovation :
Develop and fine-tune LLMs for healthcare-specific use cases such as automated documentation question answering and predictive analytics.Apply generative AI to synthesize insights from multi-modal healthcare data (e.g. EHRs imaging claims and demographics) to enhance patient care and operational efficiency.Explore and implement reinforcement learning and human feedback (RLHF) approaches to improve model performance in real-world healthcare settings.3. Solution Development :
Design intelligent AI agents to automate tasks such as chart reviews care plan generation and clinical quality analytics.Oversee the creation of scalable pipelines for integrating healthcare data into GenAI models while maintaining data privacy and security (e.g. HIPAA HITRUST compliance).4. Strategic Collaboration :
Work with cross-functional teams including healthcare providers and engineers to align GenAI and LLM initiatives with business objectives and healthcare requirements.Serve as a bridge between technical teams and business stakeholders to drive adoption of AI solutions in clinical and operational workflows.5. Performance Optimization :
Lead efforts to optimize LLM performance for real-time high accuracy use cases in healthcare environments.Implement monitoring frameworks to ensure AI / ML solutions meet quality benchmarks and provide actionable insights efficiently.6. Thought Leadership :
Stay at the cutting edge of GenAI LLM and AI agent advancements contributing to Oracles leadership in intelligent healthcare innovation.Publish findings present at industry conferences and mentor junior team members on best practices for generative AI and LLM development.Qualifications
Education :
Masters degree in computer science Machine Learning Artificial Intelligence or a related field. Ph.D. preferred.
Experience :
10 years of hands-on experience in AI / ML with a strong focus on GenAI LLMs or AI agent development.Proven track record of deploying and scaling AI / ML solutions in production especially in healthcare or regulated industries.Technical Skills :
Expertise in GenAI and LLM frameworks including OpenAI GPT BERT or similar transformer architectures.Proficiency in fine-tuning LLMs for specific domains and integrating them with enterprise-grade applications.Experience with cloud platforms (e.g. OCI AWS Azure or GCP) and distributed computing.Strong programming skills in Python and familiarity with libraries such as Hugging Face Transformers TensorFlow or PyTorch.Knowledge of multi-modal data integration (text imaging structured data) and analytics.Leadership & Communication Skills :
Ability to engage with technical and non-technical stakeholders to drive AI adoption and ensure business alignment.Strong problem-solving skills and ability to deliver results in ambiguous high-impact environments.Qualifications
Career Level - IC5
Required Experience :
Staff IC
Key Skills
Machine Learning,Python,Data Science,AI,R,Research Experience,Sensors,Drug Discovery,Research & Development,Natural Language Processing,Data Analysis Skills,Toxicology Experience
Employment Type : Full Time
Experience : years
Vacancy : 1