Data Scientist

3 days ago


Charlotte, North Carolina, United States Diamondpick Full time
Job Title: Data Scientist - Legal Text Processing

At Diamondpick, we are seeking a highly skilled Data Scientist to join our team and contribute to the development of cutting-edge legal text processing applications. As a Data Scientist, you will be responsible for designing and implementing machine learning models to analyze and process large volumes of legal text data.

Responsibilities:
  • Develop and fine-tune machine learning models to enhance their performance on legal text processing tasks
  • Evaluate and maintain our data assets and training/evaluation data sets
  • Design and build pipelines for preprocessing, annotating, and managing legal document datasets
  • Collaborate with legal experts to understand requirements and ensure models meet domain-specific needs
  • Conduct experiments and evaluate model performance to drive continuous improvements
Requirements:
  • Formal training in machine learning: dimensionality reduction, clustering, embeddings, and sequence classification algorithms
  • Experience with deep learning frameworks such as PyTorch, Tensorflow, and Hugging Face Transformers
  • Practical experience in Natural Language Processing methods and libraries such as spaCy, word2vec, TensorFlow, Keras, PyTorch, Flair, BERT
  • Strong Python background
  • Knowledge of AWS, GCP, Azure, or other cloud platform
  • Understanding of data modeling principles and complex data models

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