Goodleap

Principal AI Engineer - Servicing Solutions

San Mateo, California, United States

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

Position Overview

  • Location Type: Hybrid
  • Employment Type: Full Time
  • Salary: (Not provided in the description)

GoodLeap is a technology company delivering best-in-class financing and software products for sustainable solutions. They’ve helped over 1 million homeowners and support thousands of professionals deploying home efficiency and solar solutions. GoodLeap is also proud to support GivePower, a nonprofit building and deploying life-saving water and clean electricity systems.

This role seeks a Principal AI Engineer to define the technical vision for integrating advanced AI-driven solutions into their loan and lease servicing platform, focusing on scalability, reliability, and security. The ideal candidate will lead the transformation of GoodLeap’s servicing business through AI automation and agentic AI capabilities.

Key Responsibilities

  • 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 retrieval-augmented generation (RAG) and knowledge management systems to enhance AI-powered insights and recommendations.
  • Lead AI strategy, collaborating closely with engineering, data, and product teams to align AI initiatives with strategic business objectives.
  • Evaluate and integrate third-party LLMs, AI models, APIs, and agentic frameworks.
  • Mentor engineers on best practices in AI/ML, fostering a culture of continuous learning and technical excellence.
  • Ensure AI solutions meet regulatory standards, including SOC 2, PCI-DSS, and ethical guidelines.
  • Collaborate on model fine-tuning, deployment, and MLOps practices.

Requirements

  • 10+ years of experience in AI/ML.

Qualifications

  • (The description ends abruptly, but likely includes requirements related to experience with LLMs, agentic systems, scalable service architectures, and MLOps)

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.

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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