AI Engineer
AU · Palo Alto · Palo Alto, Europe, Australia · Remote · Full-time
Salary not stated
AI summary
About the company
Powerline是一家快速发展的VC支持气候科技公司，专注于改变可再生能源与储能资产在电网的运营方式，利用机器学习等技术解决能源市场高影响力问题。
Role overview
加入快速发展的气候科技公司Powerline，担任Lead AI工程师，设计构建用于能源资产运营的智能AI代理系统，结合LLM、时间序列数据与优化引擎，打造生产级AI系统，助力能源资产所有者提升运营表现，推动电网脱碳转型。
Responsibilities
- 构建智能代理AI系统，规划推理并执行工作流
- 设计工具使用型代理，集成Powerline系统
- 开发多步骤决策系统
- 构建有状态长时运行代理
- 定义并实施评估框架
- 提升LLM系统的可靠性与安全性
- 与能源市场专家协作转化工作流
- 主导代理架构技术方向
Requirements
- 具备生产级AI或软件系统开发经验，含LLM/代理应用
- 精通Python，有API与外部系统集成经验
- 具备多步骤/有状态系统设计经验
- 有记忆与RAG框架构建经验
- 有基于用户反馈的代理评估经验
- 熟悉代理编排框架如LangChain等
- 能跨工程、产品与应用AI领域工作
- 具备0→1系统构建的主人翁意识
Nice to have
- 有真实环境下全/部分自主系统构建经验
- 有实时/流式数据管道经验
- 有能源市场/交易/能源系统经验
- 有时序建模或预测经验
- 有优化系统经验
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Excerpt
Join Powerline and help build the future of autonomous energy systems. Powerline is a fast-growing, VC-backed climate tech company transforming how renewable energy and battery storage assets operate on the electricity grid. Our technology combines machine learning, optimization, and market…
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