
Advanced Model Development Specialist
5 days ago
We are seeking a highly skilled and experienced Senior Research Engineer with a strong background in model development and prototyping to join our team.
This R&D-focused role will involve exploring and implementing state-of-the-art LLM architectures, prompt engineering strategies, and LLM training techniques tailored to healthcare and oncology text.
About the Role:As a key member of our team, you will be responsible for driving proof-of-concepts from rapid iterations to rigorous experimental evaluations on clinical-text tasks. You will also collaborate closely with production teams to hand off scalable prototypes that demonstrate clear performance gains.
Requirements:- Bachelor's or Master's degree in Computer Science, Computational Linguistics, AI/ML, or a related field.
- 3+ years of professional R&D experience in NLP or ML research roles.
- Strong Python skills and deep familiarity with PyTorch or TensorFlow.
- Proficiency in working with NLP frameworks (e.g., spaCy, NLTK, HuggingFace Transformers, LangChain, vectorDBs, etc), deep learning libraries (e.g., PyTorch), and common data preprocessing techniques.
- Opportunity to create impact at scale in a unique industry that has the potential to benefit patients worldwide.
- Access to best computing resources available, including cutting-edge GPU hardware.
- A hard-working yet super fun culture with opportunities for workations and collaboration with experts from multiple industries.
- Chance to work on challenging projects and continue building your own projects.
- Prompt engineering, few-shot learning, and fine-tuning for domain-specific tasks.
- Familiarity with building retrieval-augmented generation (RAG) pipelines.
- Hands-on experience with LLM fine-tuning using LoRA and SFT methods.
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