Doma

Staff AI Engineer

Doma

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $168,680 - $214,800 per year

Job Level

Lead

Tech Stack

CloudDockerPythonSQL

About the role

  • Develop production-grade generative AI systems to transform insurance and real estate decisions
  • Design, build and deploy scalable LLM-based solutions integrating external knowledge bases and APIs
  • Own reliability and ongoing performance of LLM-powered applications, ensuring traceability, observability, and regulatory compliance
  • Fine-tune and adapt large language models (GPT, Claude, LLaMA) to domain-specific tasks in real estate and insurance
  • Collaborate with domain experts, data teams, and product managers to research and align on AI solutions that satisfy business needs and regulatory constraints.

Requirements

  • 5+ years of experience building and shipping production-grade AI or ML systems, with a strong focus on LLMs and transformer models.
  • Deep understanding of LLM internals (attention mechanisms, tokenization, fine-tuning techniques) and best practices around their use.
  • Experience developing and deploying models in a cloud-based production environment following MLOps best practices, with proficiency in Python, SQL, Git, Docker.
  • Enthusiasm about taking ownership of complex projects, including managing the requests coming from multiple stakeholders throughout the company
  • Ability to manage stakeholders and communicate technical concepts to people throughout the company, including business partners in product and senior leadership.