AI/LLM Postdoctoral Research Associate
About The Position
Our Postdoctoral Research Program is designed for candidates who have completed their PhD within the last two years and have experience as postdocs or industry researchers. This position offers a 12-month term with potential for extension based on mutual interest. We are looking for individuals with a strong theoretical and practical background in large language models, machine learning, and natural language processing, combined with a collaborative spirit and a drive for problem-solving. You'll join a multidisciplinary team that values diversity and brings together expertise in software engineering, big data, clinical informatics, and medicine.
Requirements
- Ph.D. in Computer Science, Electrical Engineering, or related fields.
- Expertise in Retrieval-Augmented Generation (RAG), Natural Language Processing (NLP), deep learning frameworks.
- Proficiency in Python and frameworks such as PyTorch, TensorFlow, Hugging Face Transformers, or LangChain
- Familiarity with clinical or healthcare data (e.g., EHRs, clinical notes, structured claims data)
- Proven research record with peer-reviewed publications in relevant fields
- Strong problem-solving skills and the ability to work in a collaborative environment.
Nice To Haves
- Distributed parallel training and parameter-efficient tuning.
- Familiarity with multi-modal foundation models, HITL techniques, and prompt engineering.
- Experience with LLM fine-tuning, prompt engineering, or retrieval-augmented generation (RAG)
- Experience deploying large-scale machine learning models in cloud environments.
Responsibilities
- Collaborate with researchers to design, develop, and refine large language and generative models.
- Develop novel algorithms for generative modeling tasks and optimize LLM/GPT-like models on large datasets.
- Stay abreast of advancements in language modeling and generative AI research.
- Apply your expertise to improve healthcare delivery and patient outcomes.
Benefits
- UNC-Chapel Hill offers postdocs comprehensive medical and vision coverage, paid leave, and benefits and services that support professional development and a healthy work/life balance.
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What This Job Offers
Job Type
Full-time
Career Level
Entry Level
Industry
Educational Services
Education Level
Ph.D. or professional degree
Number of Employees
11-50 employees
