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

toptal

📍 Remote🌐 Remote🕐 23d ago🔗 findwork

Skills

agentsopenaillmnodemongodbmlreactmistralaiinferenceexpress

Job Description

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 information** This 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 Deliverables** \- Develop 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 Experience** \- Strong 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.