Conviva is the first and best place to understand and optimize digital customer experiences. Our Operational Data Platform harnesses full-census, comprehensive client-side telemetry—capturing every aspect of customer experience and engagement across all devices and linking them to
SummaryApple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or experience we deliver is the result of us making each other’s
Conviva is the first and best place to understand and optimize digital customer experiences. Our Operational Data Platform harnesses full-census, comprehensive client-side telemetry—capturing every aspect of customer experience and engagement across all devices and linking them to
Mission The mission of Speechify is to make sure that reading is never a barrier to learning. Over 50 million people use Speechify’s text-to-speech products to turn whatever they’re reading – PDFs, books, Google Docs, news
Conviva is the first and best place to understand and optimize digital customer experiences. Our Operational Data Platform harnesses full-census, comprehensive client-side telemetry—capturing every aspect of customer experience and engagement across all devices and linking them to
AI Agents算法实习生 AI人才专项 热招 北京 校招 实习 软件研发类 职位描述 职位描述1、负责代码智能体（Coding Agent）系统的全流程研发：数据构建（代码语料清洗、代码/对话/工具轨迹标注）、预训练/持续预训练、指令微调（SFT）与后训练（DPO/ORPO/RLHF/RLAIF），在 HumanEval、MBPP、SWE-bench、RepoBench 等基准及业务集上达成目标。2、基于主流 Agents 框架（LangChain、AutoGen、Agno 等）搭建具备规划、工具调用、记忆与多步推理能力的多代理系统，落地代码生成、调试与单测生成、仓库级理解、自动修复、PR 评审与CI修复等核心场景。3、以 MCP（Model Context Protocol）为核心构建工具生态：设计与实现 MCP servers/tools，标准化接入代码搜索、编译/运行、CI/CD、Issue/PR、知识库与内部服务；支持安全沙箱执行与资源隔离，提升可观测与可维护性。4、设计并优化 ReAct/Plan-Act/Tree-of-Thought 等推理策略及函数调用，结合 RAG（向量/符号/结构化检索与代码图）实现大规模代码库检索增强，支持跨文件、跨仓库的复杂问题求解。5、推理与部署优化：蒸馏与量化（AWQ/GPTQ/GGUF）、图编译与高效推理（vLLM、TGI、TensorRT-LLM）、并发与缓存优化（PagedAttention、speculative decoding、prompt caching）、Agent 执行器与轨迹缓存加速，满足低延时与高并发。6、产品化与集成：将 Agent 接入 IDE（VSCode/JetBrains）、Git 平台（GitHub/GitLab/Gerrit）、CI（Jenkins/GitHub Actions）与内部开发平台；完善API/SDK、鉴权、灰度、监控告警与回滚策略，保障稳定上线。7、评测与数据闭环：搭建自动评测体系（Pass@k、执行成功率、修复成功率、TTFR/TTFX 等），采集交互日志、失败轨迹与检索质量指标，构建合成/自监督数据与轨迹蒸馏管线，驱动持续迭代。8、合规与安全：权限与数据隔离、依赖与供应链安全扫描、提示注入/越权工具调用防护、审计与可追踪性建设（tracing/telemetry）。 职位要求 职位要求1、计算机基础扎实，熟练使用 Python，至少掌握一门强类型语言（Go/Java/C++/Rust
