AI/ML Engineer for an AI-Driven E-Commerce Platform at Toptal | Torre

AI/ML Engineer for an AI-Driven E-Commerce Platform

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Full-time

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Remote (anywhere)
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Emma of Torre.ai
6 days ago

Responsibilities


We are seeking an AI Engineer to develop AI-first applications and integrate custom models and infrastructure into an existing e-commerce platform. The role focuses on building agent-led product experiences, including internal automation, dynamic site customization, and customer-facing conversational commerce workflows.General informationThis engagement supports an e-commerce startup building a platform around conversational design and intelligent automation. The current objective is to extend the existing product with AI-native capabilities while building on top of the current backend and application stack.The work includes three core initiative areas: an internal AI employee for operational tasks, a fluid site customizer, and a customer-facing commerce agent designed to support one-prompt checkout experiences. The role will involve model integration, infrastructure setup, and product-facing implementation across both backend and UI surfaces.Tasks and DeliverablesDevelop AI-first applications for an existing e-commerce platform.Architect and implement autonomous e-commerce AI agents using open-source and proprietary foundation models.Establish GPU infrastructure and data pipelines for model fine-tuning and deployment.Integrate AI workflows with the existing stack, including MongoDB, Node.js, Express, React, and third-party APIs.Build conversational UI components and backend logic for one-prompt checkouts and dynamic site customization.Required ExperienceStrong expertise in AI/ML engineering and LLM integration.Hands-on experience fine-tuning open-source models such as Llama or Mistral.Experience building autonomous agents and conversational AI workflows.Solid background in GPU infrastructure setup and optimization for training or inference.Full-stack proficiency with MongoDB, Express, React, and Node.js.Experience integrating REST APIs into production applications.Nice to have:Familiarity with Stripe, Twilio, or OpenAI API integrations.