Building a complete platform supporting modernized, automated healthcare for Oracle Health & AI
Requirements
- Demonstrated experience in designing and implementing scalable AI models for production
- Deep technical understanding of Machine Learning, Deep Learning architectures like Transformers, training methods, and optimizers
- Practical experience with the latest technologies in LLM and generative AI, such as parameter-efficient fine-tuning, instruction fine-tuning, and advanced prompt engineering techniques like Tree-of-Thoughts
- Hands-on experience with emerging LLM frameworks and plugins, such as LangChain, LlamaIndex, VectorStores and Retrievers, LLM Cache, LLMOps (MLFlow), LMQL, Guidance, etc.
- Proven experience in designing data collection/annotation solutions and systematic evaluation necessary for developing and maintaining production systems
Responsibilities
- Collaborate with product managers to translate business and product requirements into AI projects
- Collaborate with fellow technical leaders to ensure the successful and timely delivery of models and integration of services
- Develop new healthcare and enterprise services and features leveraging recent advances in generative AI, machine learning and deep learning
- Design and review the architecture of AI solutions, including data, model, training, and evaluation, employing best practices
- Lead and mentor both junior and senior applied scientists
Other
- PhD Computer Science, Mathematics, Statistics, Physics, Linguistics or a related field with a dissertation, thesis or final project centered in Machine Learning and Deep Learning with 3+ years relevant experience is preferred but not a must; OR Masters or Bachelor’s in related field with 5+ years relevant experience
- Commitment to staying up-to-date with the field and applying academic advances to solve complex business problems, and bringing them into production
- Strong publication record, including as a lead author or reviewer, in top-tier journals or conferences
- Experienced leading senior scientists and early-career scientists
- US: Hiring Range in USD from: $97,500 - $199,500 per year. May be eligible for bonus and equity
