Natural Language Processing Engineer

1 week ago

Erode, Tamil Nadu, India beBeeNLP Full time ₹ 15,00,000 - ₹ 18,00,000

Job Description:

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  • Design and implement production-ready natural language processing pipelines for classification, named entity recognition, summarization, sentiment analysis, and question answering.">
  • Preprocess and structure large-scale textual datasets using popular libraries such as SpaCy, NLTK, or custom tokenizers.">
  • Fine-tune and optimize open-source models (BERT, T5, GPT-style) using Hugging Face Transformers.">
  • Integrate large language model APIs (OpenAI, Anthropic/Claude, Cohere, Hugging Face) into real-time applications and microservices.">
  • Develop prompt strategies and evaluate prompt robustness; implement few/zero-shot approaches where relevant.">
  • Build retrieval + generation (RAG) pipelines with vector databases (FAISS, Weaviate, Pinecone).">
  • Deploy model endpoints (Flask/FastAPI/Streamlit), containerize with Docker, and collaborate on cloud deployment.">
  • Monitor model performance, data drift, and user feedback; iterate based on metrics and qualitative signals.">
  • Collaborate with product, infrastructure, and quality assurance teams to embed models safely and responsibly.">
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Required Skills & Experience:

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  • Strong Python skills and experience with SpaCy, Transformers (Hugging Face), and NLTK.">
  • Hands-on experience fine-tuning/training Transformer models (BERT, T5, GPT variants).">
  • Experience integrating LLM APIs and working with prompt engineering.">
  • Familiarity with embeddings, attention, tokenization, and vector similarity (cosine).">
  • Experience with vector databases such as FAISS, Weaviate, or Pinecone.">
  • Comfortable with Docker, Git, and REST API development (Flask/FastAPI).">
  • Practical knowledge of evaluation metrics (BLEU, ROUGE, perplexity, cosine similarity).">
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Benefits:

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  • A dynamic work environment that fosters collaboration and innovation.">
  • The opportunity to work on challenging projects that impact the lives of millions.">
  • A comprehensive compensation package that rewards your hard work and dedication.">
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About Us:

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We are a leading provider of matchmaking and wedding services, serving over 6 million members across the globe. Our mission is to make a meaningful difference in the lives of our customers, and we're looking for talented individuals like you to join our team.

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