Senior AI Software Engineer (Remote) at First American

Santa Ana, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Real Estate, TechnologyIndustries

Requirements

5+ years of experience
Proven experience building applications with foundation models and deploying AI systems into production environments
Strong proficiency in prompt engineering, RAG, and finetuning techniques for model adaptation
Familiarity with AI architecture patterns

Responsibilities

Design and implement end-to-end AI systems, integrating foundation models into various applications and workflows
Apply and optimize model adaptation techniques, including prompt engineering, Retrieval-Augmented Generation (RAG), and fine-tuning, to tailor foundation models for specific use cases
Develop and integrate AI architecture components such as context enhancement, input/output guardrails, model routers/gateways, caching mechanisms, and agent patterns to ensure system reliability and security
Implement AI pipeline orchestration to define and chain together different components of an AI system, ensuring seamless data flow and complex workflow execution
Optimize AI model inference for latency and cost, utilizing techniques such as quantization, distillation, and parallelism
Collaborate closely with Data Scientists to integrate trained models and with Data Engineers to ensure efficient data pipelines for AI applications
Contribute to defining and implementing systematic evaluation pipelines for AI applications, focusing on metrics such as factual consistency, generation capability, and instruction-following for open-ended outputs
Engage in continuous monitoring and observability of AI systems in production to detect failures and drifts, and to identify opportunities for improvement and cost savings
Assist in productizing AI-powered outputs and features, ensuring alignment with customer needs and product strategy

Skills

Foundation Models

Software Engineering

Model Development

Deployment

Scalable Systems

Production AI

First American

Provides title insurance and real estate services

About First American

First American provides title insurance, specialty insurance, and various real estate-related services. Their title insurance protects homebuyers and property owners from potential ownership disputes and financial losses related to real estate transactions. The company offers a platform called myFirstAm®, which allows users to access property information, manage orders, and streamline the closing process from any device. Unlike many competitors, First American has a vast database of property data, with over 5.5 billion document images, making it a leading provider of real estate data solutions. The company's goal is to facilitate smooth real estate transactions while ensuring that clients' investments are protected.

Santa Ana, CaliforniaHeadquarters

1889Year Founded

$800.2MTotal Funding

VENTURE_UNKNOWNCompany Stage

Financial Services, Real EstateIndustries

10,001+Employees

Benefits

401k matching

Health, vision, dental insurance

Professional development

Risks

Data breach allegations could harm First American's reputation and lead to legal issues.

Integration of Mother Lode may face challenges and financial risks.

Dependence on digital transformation poses risks if technology advances rapidly.

Differentiation

First American offers comprehensive title insurance and settlement services nationwide.

The company provides a vast database of over 5.5 billion document images.

First American's digital platform, myFirstAm®, enhances real estate transaction efficiency.

Upsides

Acquisition of Mother Lode expands First American's market share in California.

Docutech purchase boosts First American's digital mortgage revenue by 38%.

Growing fintech trends align with First American's digital transformation strategy.

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