Cyabra

Senior Data Scientist (NLP)

Tel Aviv-Yafo, Tel Aviv District, IL

11 days ago
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Summary

We are seeking a highly skilled Senior Data Scientist with expertise in Natural Language Processing (NLP) to join our team. The ideal candidate will have at least 5 years of experience in data science, with a minimum of 2 years specializing in NLP. You will work on various aspects of data science, including machine learning, deep learning, leading an independent research to build and optimize NLP-driven solutions.

We are looking for a self-starter who is passionate about solving complex problems, able to drive research initiatives, and thrives in a collaborative team environment.



Key Responsibilities:

  • Develop and optimize NLP models for tasks such as text classification, named entity recognition (NER), sentiment analysis,document summarization and others.
  • Work with large-scale datasets to extract insights and enhance language models.
  • Design and implement machine learning pipelines, ensuring scalability and efficiency.
  • Fine-tune pretrained models (BERT, GPT, T5, etc.) for domain-specific tasks.
  • Apply different techniques for text preprocessing such as noun chunk extraction, sentence parsing, segmentation, and tokenization in NLP pipelines.
  • Conduct deep research on state-of-the-art NLP techniques and integrate innovative methodologies into solutions.
  • Deploy and optimize models on cloud platforms like AWS.
  • Collaborate with researchers, engineers, and business stakeholders to drive data-driven decision-making.



Required Qualifications:

  • 5+ years of experience in Data Science, with at least 2 years in NLP.
  • Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, NumPy, Pandas, SpaCy.
  • Experience working with AWS or other cloud providers.
  • Hands-on experience with machine learning algorithms, including supervised and unsupervised learning.
  • Deep understanding of research methodologies and the ability to implement novel approaches.
  • Strong analytical and problem-solving skills.
  • Ability to work independently and in a collaborative, team-oriented environment.



Preferred Qualifications:

  • Experience with LLMs (Large Language Models) and prompt engineering.
  • Understanding of semantic search, knowledge graphs, or information retrieval.
  • Familiarity with vector search for efficient similarity searches.
  • Experience with MongoDB for handling unstructured and semi-structured data.
  • Experience with MLOps tools for CI/CD and model monitoring.
  • Strong publication record or contributions to NLP research communities.



What We Offer

  • Flexible work environment.
  • Opportunities for deep research, innovation, and professional development.
  • Access to cutting-edge technology and resources.

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