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jda wms pte. ltd. is seeking a product-focused AI Prototyping Engineer to drive user research, translate insights into AI product priorities, and define agent behaviors for memory, recommendations and tool execution.
You will establish product metrics, analyze feedback and edge cases, and collaborate with research and engineering teams to continuously improve AI products.
JOB RESPONSIBILITIES
Conduct user research and identify product needs and opportunities.
Translate user insights into product priorities, specifications, and experiments.
Define AI agent behaviors including memory, recommendations, and tool execution.
Establish product metrics and analyze user feedback, edge cases, and failure modes.
Work with research and engineering teams to improve AI products.
REQUIREMENTS
Experience building and launching consumer software products.
Strong understanding of LLMs, AI agents, evaluation methods, and AI limitations.
Strong user empathy and product thinking.
Comfortable working directly with users and iterating based on real-world feedback.
Python or TypeScript experience for AI prototyping is a plus.