Advanced NLP Model Developer

5 days ago

Kanpur, Uttar Pradesh, India beBeeNlpresearch Full time ₹ 15,00,000 - ₹ 25,00,000
NLP Research Engineer Role

We are revolutionizing a unique industry with the potential to impact and benefit patients worldwide. Our team is seeking a driven NLP Research Engineer with 2–3 years of hands-on experience in model development and prototyping.

As a key member of our R&D-focused team, you will explore and implement state-of-the-art LLM architectures, prompt engineering strategies, and LLM training techniques tailored to healthcare and oncology text.

Key Responsibilities:
  • Drive proof-of-concepts from rapid iterations to rigorous experimental evaluations on clinical-text tasks.
  • Rapidly 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.
Requirements:
  • Bachelor's or Master's degree in Computer Science, Computational Linguistics, AI/ML, or a related field.
  • 2–3 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), deep learning libraries (e.g., PyTorch), and common data preprocessing techniques.
  • Expertise in 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.
  • Solid understanding of experimental design, ablation studies, and statistical significance testing.
  • Familiarity with clinical or biomedical NLP is a plus.
  • Excellent communication skills for sharing insights in seminars, whitepapers, or publications.

To succeed in this role, you should be highly motivated and enjoy exploring cutting-edge technologies.

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