NLP Researcher

2 days ago

Nellore, Andhra Pradesh, India beBeeResearch Full time ₹ 1,20,00,000 - ₹ 2,00,00,000

Key Role: NLP Researcher

Job Summary:

We are seeking a driven NLP researcher to explore and implement state-of-the-art LLM architectures, prompt engineering strategies, and LLM training techniques tailored to healthcare and oncology text.

Responsibilities:

  1. Drive proof-of-concepts from rapid iterations to rigorous experimental evaluations on clinical-text tasks.
  2. Collaborate closely with production teams to hand off scalable prototypes that demonstrate clear performance gains.
  3. Develop novel LLM architectures, adapter modules, and prompt-tuning strategies for tasks such as clinical note summarization, entity extraction, and question answering.
  4. Define evaluation protocols, run ablation studies, and analyze results to quantify improvements in accuracy, robustness, and domain generalization.
  5. Build end-to-end POCs demonstrating how research breakthroughs translate into tangible gains on real healthcare datasets.
  6. Present findings in regular research seminars and contribute to internal or external publications.

Required Skills and Qualifications:

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, deep learning libraries, 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 pipelines.
  • Hands-on experience with LLM fine-tuning using LoRA and SFT methods.
  • Solid understanding of experimental design, ablation studies, and statistical significance testing.

Benefits:

This role offers a dynamic and collaborative work environment where you can grow professionally and personally.

Other Opportunities:

Join our team to make a meaningful impact in the field of NLP research.

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