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深入理解 Agent Harness 的核心设计，熟练掌握文件系统（FileSystem）、安全沙箱（Sandbox）、技能扩展（Skills）以及长短记忆（Memory）等模块的实现，能够构建安全、可控、高可用的 Agent 运行环境。\n大模型应用与检索增强： 熟悉主流大语言模型（LLM）的 API 调用与特性，精通 Prompt Engineering，具备处理长上下文（Long Context）和复杂逻辑推理的经验; 精通 RAG（检索增强生成）技术架构，深入理解混合检索策略，具备将 BM25 等关键词检索算法与向量检索结合的实践经验，能有效提升 Agent 在复杂企业场景下的知识准确性与上下文相关性。\n研发全生命周期理解： 熟悉标准的软件研发流程（敏捷/瀑布），有实际参与大型软件项目架构设计、CICD 搭建或测试体系建设的经验者优先。\n软技能： 具备极强的逻辑思维能力和复杂问题拆解能力; 工作态度严谨，认真负责，具备优秀的跨团队沟通与协作能力。\n加分项 (Nice to Have)\n熟悉LangChain全生态组件与落地实践，具备复杂Agent应用快速搭建与迭代经验;\n拥有企业级AI Agent产品、研发智能化效率平台完整落地项目经验，有成熟上线成果优先;\n熟悉向量数据库（如 Milvus, PGVector 等）的底层原理与性能调优（如 索引优化、向量化等）。\n熟悉 DevOps 工具链（Jira, CICD, Confluence, Docker, K8s）。\n我们提供 (What we offer)\n行业顶尖赛道机遇：深度参与AI-Native下一代软件工程体系的定义与落地，站在行业前沿重塑企业软件研发模式，掌握未来十年智能化研发的核心技术壁垒;\n高价值业务场景历练：直面头部科技企业真实、复杂的规模化研发场景，攻克企业级AI Agent落地的核心难点，积累稀缺的高端AI工程化实战经验;\n完善的薪酬与成长体系：极具市场竞争力的薪资待遇、全方位的福利保障体系、清晰的职级晋升与技术成长通道;\n顶尖技术圈层平台：与全球顶尖AI算法研究员、资深架构师、一线研发工程师并肩协作，深耕前沿AI技术落地，快速实现技术能力与行业视野的双重跃升。","description_format":"text","description_chars":1885,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"Chinese","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Cybersecurity","Laptops"],"lifecycle":[{"event":"open","at":"2026-10-03T15:08:28Z"}],"visa":[],"liveness":{"score":21,"band":"cold","label":"Long shot","p_open":1,"p_active":0.612,"p_room":0.35,"age_days":6,"expected_fill_days":3,"reasons":["conf:2","velocity","win:tail","comp:brand"],"computed_at":"2026-10-10T05:45:15Z"},"pay":null,"html_url":"https://alion.io/job/lenovo-sr-ai-engineer","json_url":"https://alion.io/job/lenovo-sr-ai-engineer.json","meta":{"generated_at":"2026-10-12T04:15:35Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":6773,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":15044},"rest":"https://alion.io/mcp/rest/get_company?id=15044"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Flenovo-sr-ai-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Flenovo-sr-ai-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Flenovo-sr-ai-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/lenovo-sr-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Flenovo-sr-ai-engineer"}]}