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Data Scientist

2 months ago

North York, Canada Themesoft Inc. Full time

Position: Data Scientist

Location: North York, ON – Hybrid


REQUIRED SKILLS:

1. Natural Language Processing

2. LLM/Generative AI/ GenAI Application Development

3. Python


RESPONSIBILITIES

  • Develop and implement LLM-based applications tailored for in-house legal
  • Fine-tune and deploy large language models to enhance their performance on legal text processing tasks
  • Evaluate and help 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
  • Interface with other technical personnel or team members to finalize requirements.
  • Work closely with other development team members to understand moderately complex product requirements and translate them into software designs.
  • Successfully implement development processes, coding best practices, and code reviews for production environments.


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
  • Practical experience with large language models, prompt engineering, fine-tuning and benchmarking, using frameworks such as LangChain and LlamaIndex
  • Strong Python background
  • Knowledge of AWS, GCP, Azure, or other cloud platform
  • Understanding of data modeling principles and complex data models.
  • Proficiency with relational and NoSQL databases as well as vector stores (e.g., Postgres, Elasticsearch/OpenSearch, ChromaDB)
  • Knowledge of Scala, Spark, Ray, or other distributed computing systems highly preferred
  • Knowledge of API development, containerization, and machine learning deployment highly preferred
  • Experience with ML Ops/AI Ops highly preferred


Regards

Patrick Fernandez

Talent Acquisition Group - Strategic Recruitment Manager