Goodleap

Principal AI Engineer - Servicing Solutions

San Mateo, California, United States

Goodleap Logo
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Financial Technology, Software Development, AI & Machine LearningIndustries

Requirements

Candidates should possess 10+ years of experience in AI/ML and scalable service architectures, along with deep curiosity and expertise in Large Language Models (LLMs) and agentic systems. They should also have experience with retrieval-augmented generation (RAG) and knowledge management systems, and a demonstrated ability to evaluate and integrate third-party LLMs, AI models, APIs, and agentic frameworks. Furthermore, candidates must ensure AI solutions meet regulatory standards, including SOC 2, PCI-DSS, and ethical guidelines, and collaborate on model fine-tuning, deployment, and MLOps practices.

Responsibilities

As a Principal AI Engineer, the individual will architect and develop scalable AI-driven tools integrated with Large Language Models (LLMs) and multi-agent systems to drive automation and enhance decision-making, build and implement RAG and knowledge management systems to enhance AI-powered insights and recommendations, lead AI strategy by collaborating with engineering, data, and product teams, evaluate and integrate third-party LLMs, AI models, APIs, and agentic frameworks, mentor engineers on best practices in AI/ML, and ensure AI solutions meet regulatory standards.

Skills

AI/ML
Large Language Models (LLMs)
Multi-agent systems
Retrieval-augmented generation (RAG)
Knowledge management
AI strategy
Model fine-tuning
MLOps
APIs
Regulatory standards (SOC 2, PCI-DSS)

Goodleap

Marketplace for sustainable home upgrades and financing

About Goodleap

GoodLeap provides a marketplace for sustainable home solutions, connecting homeowners with professionals who specialize in eco-friendly home improvements. Their platform simplifies the purchasing process by offering a single point of sale technology that allows users to explore various upgrade options and choose flexible payment plans that suit their budgets. Unlike many competitors, GoodLeap focuses specifically on sustainability and partners with over 18,000 professionals nationwide, ensuring a wide range of services and expertise. The company's goal is to help homeowners make environmentally conscious upgrades while saving money, and they also contribute to sustainable energy projects through their partnership with GivePower, donating a portion of their revenue with each transaction.

Key Metrics

Roseville, CaliforniaHeadquarters
2003Year Founded
$778.2MTotal Funding
DEBTCompany Stage
Energy, Fintech, Social Impact, Consumer GoodsIndustries
1,001-5,000Employees

Benefits

Flexible Work Hours

Risks

Emerging fintech companies offering similar solutions could erode GoodLeap's market share.
Rising interest rates may reduce the affordability of GoodLeap's financing options.
Direct-to-consumer solar panel sales could threaten GoodLeap's traditional financing model.

Differentiation

GoodLeap offers a seamless point-of-sale platform for sustainable home upgrades.
The company partners with over 18,000 professionals nationwide for home improvement solutions.
GoodLeap supports GivePower, donating to sustainable energy projects with every transaction.

Upsides

GoodLeap closed a $470 million securitization backed by sustainable home improvement loans in 2023.
The company raised $800 million to expand in a $430-billion-per-year market.
Increased consumer interest in energy-efficient upgrades boosts demand for GoodLeap's financing options.

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