Data Scientist

3 weeks ago


Santa Ana, California, United States First American Full time
Job Overview

We are seeking a highly skilled and experienced Machine Learning Engineer to join our team at First American. This role will involve designing, implementing, and maintaining large-scale machine learning models in production.

Responsibilities
  • Design and architect LLM models based on the Transformer architecture for various NLP tasks.
  • Implement and experiment with the Retrieval Augmented Generation (RAG) technique to enhance the generation capabilities of LLMs.
  • Implement and maintain efficient ML flow processes, including model versioning, deployment, and monitoring to enable seamless transition from development to production.
  • Develop and maintain vector databases to store and index semantic embeddings of textual data for efficient and scalable search.
Requirements

To be successful in this role, you will need:

  • Bachelor's degree in computer science, software engineering, or a related field.
  • 5-7 years of related work experience in building and maintaining large scale machine learning platform solutions.
  • Strong knowledge of software engineering principles and experience with at least one programming language.
  • Strong background in neural network architecture and ability to iterate on various parameters to provide high performant and accurate models.
What We Offer

We offer a comprehensive benefits package, including medical, dental, vision, 401k, PTO/paid sick leave, and other great benefits like an employee stock purchase plan. Our salary range is $126,100 - $168,100 annually.



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