高德地图voice agent算法实习生
任职要求
职位要求： 985/211高校研究生及以上学历或优秀本科生，计算机、人工智能、软件、数学等相关专业，有语音、自然语言处理、多模态等背景； 在语音领域（包括但不限于语音对话 / TTS / ASR）有一线的实践经验； 熟练掌握C/C++，Python，Shell编程语言，对数据结构和算法设计有较好的理解； 熟悉 Pytorch / megatron等深度学习框架，熟悉 Transformer 架构以及大语言模型基础…
工作职责
团队介绍： 高德语音技术部，是负责高德全栈语音技术的综合性团队。团队核心技术能力包括：自研TTS基座大模型、端侧模型、多语种、RTC流式语音、语音内容生成、语音识别、多模态模型、模型服务与推理。业务支撑面向高德全部核心场景，包括语音导航、AI领航员、IP语音定制、国际化、AI语音助手、智能外呼、内容生成等。 团队定位是通过前沿语音技术的研究和落地，赋能下一代AI产品创新。近期部分技术（https://arxiv.org/abs/2507.12197https://arxiv.org/abs/2507.12197）和产品进展介绍（https://mp.weixin.qq.com/s/cCeHbNW0jbC_LNVPZlGeHg）https://mp.weixin.qq.com/s/cCeHbNW0jbC_LNVPZlGeHghttps://arxiv.org/abs/2507.12197）和产品进展介绍（https://mp.weixin.qq.com/s/cCeHbNW0jbC_LNVPZlGeHg） 具体职责： 围绕voice agent/speech language model的研究工作，包括但不限于如下事项： 跟进最领先的语音交互技术，包括但不限于提出新的技术框架、改进现有的算法、持续提升相关技术及业务指标，鼓励撰写论文及申请专利； 结合业务场景，探索跨模态（文字/语音/视觉）混合训练的最佳实践，探索基于speech language model的后训练(SFT+RL)技术，持续优化交互响应、交互内容，结合规划agent/工具调用agent，持续提升voice agent的交互体验，从而反馈到高德agent的整体能力； 探索流式全双工对话中，更加高效且合理的模型架构，包括但不限于COT Reasoning in streaming full-duplex等； 海量的语音数据，尤其是对话数据的处理构建：定性分析、定量评估、参与设计自动评估框架，研发 scalable 的改进方案，持续提升数据质量；
【课题说明】 以大模型对话技术为核心，探索前沿技术问题。研究方向包括角色扮演、个性化对话、记忆管理，拟人化，数字人等，主要业务场景包括运营，招聘，销售，审核等。目标是构建覆盖多个场景的Agent系统，实现“技术驱动业务范式”的升级转变。 【建议研究方向】 1. 大模型个性化（Personalized LLM）：通过角色扮演、用户行为数据挖掘与建模、上下文理解等方法，分析用户情感状态，提升模型的个性化回复能力。 2. 面向语音交互的拟人化技术（Voice Agent）：优化大模型在语音对话场景的效果，提升大模型的拟人化水平，探索下一代端到端语音对话大模型的技术实现。 3. 记忆管理与增强（Memory）：通过优化模型长上下文能力、设计记忆抽取与管理模块，提升系统的记忆能力。 4. 基于LLM的RL（LLM-based RL）：通过强化学习，提升模型规划、决策、推理等能力。 我们将提供充足的计算资源和良好的工作自由度，目标是产出有影响力的工作，解决业务实践中的问题。
Join a dynamic team of designers, content strategists, and user researchers working on Alibaba’s global B2B e-commerce platform, Alibaba.com. We collaborate closely with product and business teams to create a top-tier online marketplace for businesses in regions like North America, Europe, and Southeast Asia. Alibaba.com is the original business of Alibaba Group, launched in 1999, and we’re focused on continuously improving it to better serve our global customers. As a Senior UX Researcher, you will be responsible for creating, driving, and implementing research plans to discover actionable insights for creating the user experience for web-based applications and mobile devices. You will deliver the right user insights at the right time, helping project team to create digital products that are good for users and good for business. You will use your deep understanding of the methods and best practices of user research to experiment with mixed methods research to generate unique user insights and drive product innovation. You will mentor junior team mates to deliver high-quality outputs while working effectively on managing stakeholders, overlapping projects, and competing priorities. Responsibilities: • Drive ideas to improve products and services through research-driven insights and recommendations. • Independently design and execute research studies with effective research methods (e.g., desk research, interviews, focus groups, usability testing, surveys, competitive analysis, etc.), representative participant profiles, and efficient recruiting strategies. • Proactively review and perform data analysis to extract insights and actionable recommendations from qualitative or quantitative data, and collaborate with teams to translate insights into product and business impact. • Present your work at research critique sessions to collect constructive feedback from the team and leadership. • Collaborate with designers, engineers, and product managers throughout the research, design, and product development processes. • Organize post-mortem reviews of your projects with collaborating teams, reflect on outcomes, and proactively suggest improvements. • Through knowledge sharing, leading by example, and constant learning, contribute to the team’s professional growth and development. • Constantly learn and implement AI in the workflow to enhance research efficiency, and proactively identify and suggest new tools for the team. • Effectively identify and implement new ways to conduct research, grow the team’s influence, and create impact.
Team and Role Introduction As part of the Group User and Platform Operation Center, the candidate serves as a strategic partner and advisor to the user and platform ops leadership team, ensuring that operational initiatives align with the company's goals. The scope will involve managing cross-functional projects, streamlining processes, and facilitating communication between departments. The ideal candidate will have a strong understanding of e-commerce operations, excellent analytical skills, and the ability to manage multiple priorities in a fast-paced environment Responsibilities: • Strategic Planning: assist in the development and execution of group user and platform product and operations strategy, aligning it with overall company objectives. Partner with respective functional leaders to design, execute and track department-wise OKRs to ensure seamless execution • Project management: assist in the planning and management of cross-functional projects from initiation to completion, ensuring that projects are delivered on time and align with business objectives. Support the development of project plans and status reports for ongoing initiatives. Communicate project updates effectively to stakeholders while collaborating with team members to drive project success. • Operational Excellence: identify opportunities for process improvement and operational efficiency across User and Platform Ops functions. Collaborate with functional leaders to implement best practices and streamline workflows • Communication and Collaboration: act as a liaison between User and Platform Operation Center and other departments to ensure alignment and address any operational challenges. Organize and facilitate meetings, preparing agendas and documentation as necessary • Analytics and Reporting: analyze performance metrics and generate reports, offering insights and recommendations to enhance operations and drive revenue growth