Staff AI Engineer

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September 2

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Doma

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Finance • Real Estate • Fintech

Doma is a company that specializes in technology solutions and title insurance services for lenders, point-of-sale providers, and the mortgage industry. Acquired by Title Resources Group (TRG) on September 27th, 2024, Doma operates as a sister company under the TRG umbrella, with a focus on providing unmatched underwriting services and supporting agency revenue growth. The company, previously known as North American Title Company, offers settlement services across various states and continues to prioritize customers and partners as part of its mission.

1001 - 5000 employees

Founded 2016

💸 Finance

🏠 Real Estate

💳 Fintech

📋 Description

• 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.

🏖️ Benefits

• Work/Life Balance - We encourage taking Paid Time Off (PTO)! • 12 Weeks of Paid Family Bonding Leave (Maternity and Paternity) • Incredible medical, dental, and vision benefits options to allow you to customize to you and your family’s needs that all start on your first day of employment • Flexible Spending Account (FSA) & Health Savings Account (HSA) • 401K with company match program • Short-Term & Long-Term Disability • Commuter Flexible Spending Account (i.e. Transit or Parking) • Supplemental Life and AD&D Insurance • Auto & Home Insurance Group Life Insurance • Critical Illness, Injury and Hospital Insurance