AI Innovation Engineer

Job Summary

The AI Innovation Engineer is a critical member of Master Works’ Innovation Department, responsible for driving the design and delivery of AI-powered PoCs and MVPs that solve real business challenges.

Key Responsibilities

• Translate cutting‑edge AI capabilities, especially those built on large language models (LLMs), into functional and validated digital solutions.
• Lead AI initiative execution across a variety of domains by leveraging pre‑trained models, advanced orchestration techniques, and innovative workflows.
• Develop full‑stack AI systems with Python at the core—using frameworks like FastAPI, Transformers, LangChain, Haystack, and PyTorch—to implement AI pipelines and intelligent service components.
• Build lightweight APIs or frontends using Node.js and React when needed to complete a prototype or MVP.
• Integrate and orchestrate LLMs using Retrieval‑Augmented Generation (RAG), Knowledge‑Augmented Generation (KAG), Model Context Protocol (MCP), multi‑agent orchestration, A2A workflows, prompt engineering and fine‑tuning where applicable.
• Interface with LLM providers (OpenAI, Claude, Groq, Cohere, open‑source models) through APIs and SDKs, optimizing model utility and cost‑efficiency.
• Design and manage vector‑based search architectures using tools like ChromaDB, Weaviate, Pinecone, or FAISS.
• Prototype interaction layers, visual interfaces, and lightweight dashboards using Node.js and React, especially for showcasing PoC / MVP deliverables.
• Collaborate with business stakeholders to shape and prioritize AI use cases, ensuring alignment with internal innovation streams and subsidiary needs.
• Evaluate, benchmark, and refine AI models for accuracy, performance, and business relevance.
• Create internal documentation, reusable components, and technical guidelines to support scaling and knowledge sharing.
• Stay up to date with emerging AI trends and continuously integrate relevant new methods into practice.

Required Qualifications

Preferred Qualifications

Core Competencies

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