Advanced Natural Language Processing Specialist

3 days ago

Vizag, Andhra Pradesh, India beBeeNlp Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Overview :

We are seeking a skilled Natural Language Processing (NLP) Specialist to join our team. The successful candidate will have 2-3 years of experience in developing and deploying NLP models using transformer architectures and large language models (LLMs).

Key Responsibilities :

  • Design, develop, and implement ML pipelines, NLP models using transformer architectures (e.g., BERT, GPT, T5).
  • Fine-tune pre-trained LLMs for tasks such as text classification, summarization, named entity recognition, and language generation.
  • Analyze and preprocess large text datasets to ensure quality and relevance for model training.
  • Conduct exploratory data analysis (EDA) to identify trends and anomalies using statistical methods and visualization techniques.
  • Create interactive visualizations and dashboards to effectively communicate insights to stakeholders.
  • Collaborate with software developers to integrate NLP solutions into existing products.
  • Stay updated on the latest advancements in NLP and machine learning, applying cutting-edge technology.

Required Skills and Qualifications :

  • Proficiency in Python and experience with NLP libraries (e.g., SpaCy, NLTK, Hugging Face Transformers).
  • Solid understanding of transformer architectures and their applications in NLP.
  • Experience in training and fine-tuning LLMs for various use cases.
  • Strong data analysis skills using Pandas and NumPy.
  • Expertise in data visualization tools (e.g., Matplotlib, Seaborn, Plotly).
  • Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
  • Experience in data scraping with tools like Playwright or pypuppeter.
  • Knowledge of RESTful APIs (Flask, FastAPI) for deploying applications.
  • Understanding of SQL and NoSQL databases (e.g., MongoDB, MySQL) and vector databases (e.g., Chroma, Quadrant).
  • Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) for deploying ML models.
  • Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
  • 2-3 years of proven experience in developing and deploying NLP models using transformers and LLMs.
  • Strong analytical and problem-solving skills with attention to detail.
  • Excellent communication and collaboration skills, able to present complex findings clearly.

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