Machine Learning Engineer

7 days ago


Santa Ana, California, United States First American Full time
About the Company
First American is a leading provider of property-centric information, analytics, risk management and valuation solutions. With over 20 patents and a team of innovators, we are at the forefront of leveraging technology and data to deliver best-in-class decisioning solutions. Our inclusive, people-first culture has earned us numerous accolades, including being named to the Fortune 100 Best Companies to Work For list for nine consecutive years. We strive to be a great place to work, for all.

About the Role
As a Machine Learning Engineer - NLP and CV Specialist, you will build and manage the infrastructure on cloud to deploy Machine Learning models in production in conformance with organization's security and compliance needs. You will also develop and maintain robust and efficient ML infrastructure, ensuring smooth ML flow from development to production. Experience in Infrastructure as Code (IaC) automation and a strong background in software engineering and machine learning are required. The ideal candidate will also have experience in deploying LLM and deep learning models in production and optimizing real-time inference on millions of predictions daily.

Key Responsibilities
  • Build and manage the infrastructure on cloud to deploy Machine Learning models in production in conformance with organization's security and compliance needs.
  • Develop and maintain robust and efficient ML infrastructure, ensuring smooth ML flow from development to production.
  • Implement and maintain model monitoring tools and processes to track key metrics, generate alerts, and facilitate proactive model maintenance.

Requirements
  • Bachelor's degree in computer science, software engineering, or a related field.
  • Master's or PhD degree preferred.
  • 5-7 years of related work experience in building and maintaining large scale machine learning platform solutions.

What We Offer
We are proud to offer a comprehensive benefits package including medical, dental, vision, 401k, PTO/paid sick leave and other great benefits like an employee stock purchase plan. Based on eligibility, we estimate the salary for this position to be around $126,100 - $168,100 annually.

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