NLP Innovation Specialist

2 days ago

Aligarh, Uttar Pradesh, India beBeeResearch Full time ₹ 1,00,00,000 - ₹ 1,50,00,000
NLP Research Engineer Position

We are seeking a highly skilled NLP Research Engineer with 2–3 years of hands-on experience in model development and prototyping.

  • The primary responsibility is to drive proof-of-concepts—from rapid iterations to rigorous experimental evaluations on clinical-text tasks.
  • Key Responsibilities:
  1. Develop novel LLM architectures, adapter modules, and prompt-tuning strategies for tasks such as clinical note summarization, entity extraction, and question answering.
  2. Design evaluation protocols, run ablation studies, and analyze results to quantify improvements in accuracy, robustness, and domain generalization.
  3. Create end-to-end POCs demonstrating how research breakthroughs translate into tangible gains on real healthcare datasets.
  4. Collaborate closely with production teams to hand off scalable prototypes that demonstrate clear performance gains.
  5. Stay up-to-date with the latest NLP/ML research, distill key innovations, and propose experiments to test applicability in our clinical environment.

Requirements:

  1. Bachelor's or Master's degree in Computer Science, Computational Linguistics, AI/ML, or a related field
  2. 2–3 years of professional R&D experience in NLP or ML research roles
  3. Strong Python skills and deep familiarity with PyTorch or TensorFlow
  4. Proficiency in working with NLP frameworks (e.g., spaCy, NLTK, HuggingFace Transformers, LangChain), deep learning libraries (e.g., PyTorch), and common data preprocessing techniques.
  5. Expertise in prompt engineering, few-shot learning, and fine-tuning for domain-specific tasks
  6. Familiarity with building retrieval-augmented generation (RAG) pipelines.
  7. Hands-on experience with LLM fine-tuning using LoRA and SFT methods
  8. Solid understanding of experimental design, ablation studies, and statistical significance testing
  9. Familiarity with clinical or biomedical NLP is a plus
  10. If you have worked with Direct Preference Optimization (DPO), that's a plus
  11. Excellent communication skills for sharing insights in seminars, whitepapers, or publications

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