
NLP Research Specialist
19 hours ago
Job Description:
We are seeking a driven researcher to explore and implement state-of-the-art LLM architectures, prompt engineering strategies, and LLM training techniques tailored to healthcare and oncology text.
Our ideal candidate will drive proof-of-concepts from rapid iterations to rigorous experimental evaluations on clinical-text tasks. They will collaborate closely with our production teams to hand off scalable prototypes that demonstrate clear performance gains.
Key Responsibilities:
- Prototype novel LLM architectures, adapter modules, and prompt-tuning strategies for tasks such as clinical note summarization, entity extraction, and question answering.
- Define evaluation protocols, run ablation studies, and analyze results to quantify improvements in accuracy, robustness, and domain generalization.
- Build end-to-end POCs demonstrating how research breakthroughs translate into tangible gains on real healthcare datasets.
- Collaborate alongside NLP engineers and MLOps teams to hand off production-ready prototypes; present findings in regular research seminars and contribute to internal or external publications.
- Survey the latest NLP/ML research, distill key innovations, and propose experiments to test applicability in our clinical environment.
About the Role:
This is an excellent opportunity to join a revolutionary industry with the potential to impact patients worldwide. You will work with experts from multiple industries, have access to top computing resources, and enjoy a hard-working yet fun culture.
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