Senior Machine Learning Engineer
8 hours ago
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at First American Financial Corporation. As a key member of our Data & Analytics division, you will be responsible for designing and implementing deep learning-based transformer-based machine learning models in the areas of Natural Language processing (NLP) and Computer Vision (CV).
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.
- Experience in fine tuning Large Language Models (LLM's) to task specific data sets.
- Deploy LLM and deep learning models in production and optimize real time inference on millions of predictions daily.
- Collaborate with cross-functional teams to integrate LLMs, vector databases, and semantic search capabilities into production systems.
- Automate the deployment and scaling of ML models and ensure that they are secure and comply with relevant regulations.
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
First American is an equal opportunity employer in every sense of the term. We are proud to foster an authentic and inclusive workplace For All. You are free and encouraged to bring your entire, unique self to work. 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.
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