Senior NLP Model Developer

1 week ago

Hyderabad, Telangana, India beBeeNlp Full time US$ 15,00,000 - US$ 20,00,000
Lead NLP Engineer

We are seeking a highly skilled and experienced Lead NLP Engineer to join our team. As a key member of our engineering team, you will be responsible for designing, developing, and deploying cutting-edge natural language processing models.

Key Responsibilities:

  • Design and develop transformer-based NLP models for various tasks including text generation, summarization, classification, and translation.
  • Fine-tune pre-trained models on domain-specific datasets to optimize for specific tasks.
  • Create contextually relevant prompts to guide model outputs for desired performance.
  • Implement and refine instruction-based prompting strategies to achieve contextually accurate results.
  • Apply zero-shot, few-shot, and many-shot learning methods to maximize model performance without extensive retraining.
  • Leverage Chain-of-Thought (CoT) prompting for structured, step-by-step reasoning in complex tasks.
  • Evaluate model performance using BLEU, ROUGE, and other relevant metrics; identify opportunities for improvement.

Must-Have Skills:

  • 7+ years of experience in software/AI development with at least 2+ years in transformer-based NLP models.
  • 4+ years of hands-on expertise with transformer architectures.
  • Strong understanding of attention mechanisms, self-attention layers, tokenization, embeddings, and context windows.
  • Proven experience in fine-tuning pre-trained models for NLP tasks.
  • Expertise in prompt engineering, including zero-shot, few-shot, many-shot learning, and prompt template creation.
  • Proficiency in Python and NLP libraries/frameworks such as Hugging Face Transformers, SpaCy, NLTK, PyTorch, TensorFlow.
  • Strong knowledge of model evaluation metrics.

Good to Have:

  • Experience with LLM observability tools and monitoring pipelines.
  • Exposure to cloud platforms for scalable model deployment.
  • Knowledge of MLOps practices for model lifecycle management.

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