Darkroom Benefits Overview

Lead design of analytical models, metrics, and schemas that power an AI marketing orchestration layer. Translate marketer intuition into rigorous, production-ready metric models, partner with data engineering and AI teams to build pipelines and agent skills, and ensure metric accuracy for decisioning across paid and owned channels.

The role involves leading creative strategy for digital paid media on platforms like Meta and TikTok, focusing on performance metrics, creative diversity, and cross-team collaboration to enhance advertisement effectiveness.

Design and implement end-to-end full‑stack features connecting databases, APIs, UIs, and ML services. Build and maintain REST/GraphQL APIs, data pipelines, and GCP-distributed services. Integrate, prompt, and debug LLMs and RAG/fine‑tuning pipelines. Ensure performance, reliability, and security, collaborate across product and design, and mentor junior engineers.