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Senior Data Scientist

2 months ago

Vancouver, British Columbia, Canada Verticalmove, Inc Full time
About the Role

We are seeking a highly skilled Senior Data Scientist to join our team at Verticalmove, Inc. as a Senior Applied Scientist. This is an exciting opportunity to work on cutting-edge projects involving Natural Language Processing (NLP), Large Language Models (LLMs), and advanced AI methodologies.

Key Responsibilities
  • Test and evaluate the performance of these models and algorithms.
  • Collaborate with the applied science teams to develop and implement NLP solutions for processing large document sets.
  • Collaborate with machine learning engineers and software engineers to productize AI-based capabilities.
  • Work on projects involving sensitive customer content used for our customers' board communications, which requires stringent privacy and security measures.
  • Focus on complex legal and regulatory language within the GRC industry, ensuring accurate and relevant model outputs.
  • Implement and fine-tune models using Python and PyTorch, leveraging AWS infrastructure.
  • Stay up-to-date with the latest research and developments in the field of machine learning and AI.
  • Lead and oversee research projects, design and analyze experiments, build evaluation frameworks to measure the quality of our solutions.
Requirements
  • Proficiency in Python, NumPy, scikit-learn, Pandas, NLTK, spaCy, PyTorch, or similar.
  • Experience with model deployment and scaling.
  • Proficiency in building ML/AI pipelines and relevant tools such as MLFlow, AWS SageMaker, or similar.
  • Hands-on experience with LLMs including prompt engineering, fine-tuning, model evaluation, and building RAG-based functionality.
  • Self-motivated with a proactive approach to project management.
  • Ability to work effectively in a hybrid or remote environment.
  • Bachelor's degree in Computer Science, Machine Learning, Mathematics, or a related field.
  • Master's or PhD preferred.