阿里巴巴数据技术及产品部-大模型RL Data工程师-金融财会(Finance & Accounting)
社招全职3年以上地点:杭州状态:招聘
工作描述
任职要求 1. 金融、会计、财务、审计、税务、经济、金融工程或相关专业本科及以上学历,对金融财会领域大模型的能力边界有判断,能将真实财务任务转化为可标注、可评测的数据;持有 CPA / CFA / ACCA / 税务师等资质,或有会计师事务所、企业财务、金融机构从业经验者优先。 2. 精通财务报表分析、会计准则(CAS / IFRS / US GAAP)、税务、审计中的至少一个方向,理解实务中的关键失效点与合规红线,能将模糊的财务问题抽象为结构化评测维度与可验证结论。 3. 熟练使用 Excel 与财务建模工具,具备 Python / SQL 数据处理、统计分析与可视化能力;了解主流大模型推理服务,以及金融数据终端(Wind / Bloomberg / Choice)、ERP 系统(SAP / Oracle / 用友 / 金蝶)与 MCP 工具调用的使用方式与工程约束。 4. 了解 Agent 核心机制(ReAct、Tool Use、Planning、多步推理与反思)与后训练范式(SFT / RLHF / 可验证奖励 RL、RLVR),对金融财会类 Agent 的能力边界(数字幻觉、精度误差、准则误用、合规风险)有认知或实践。 5. …
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包括英文材料
学历+
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
Excel+
https://edu.gcfglobal.org/en/excel/
In this free Excel tutorial, learn how to create formulas and charts, use functions, format cells, and do more with your spreadsheets.
https://www.youtube.com/watch?v=wbJcJCkBcMg
This is the beginning Excel course that you've been waiting for! Learn everything you need to effectively use Excel by watching just one video.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
企业资源规划+
https://news.sap.cn/2024/06/erp%E7%B3%BB%E7%BB%9F%E4%BB%8B%E7%BB%8D/
ERP(企业资源规划)系统是一种集成管理软件,旨在帮助企业有效管理资源、优化业务流程和提高生产效率。
[英文] What is ERP?
https://www.oracle.com/erp/what-is-erp/
Enterprise resource planning (ERP) refers to a type of software that organizations use to manage day-to-day business activities such as accounting, procurement, project management, risk management and compliance, and supply chain operations.
[英文] What is ERP?
https://www.sap.com/products/erp/what-is-erp.html
Enterprise resource planning (ERP) is a software system that helps organizations streamline their core business processes—including finance, HR, manufacturing, supply chain, sales, and procurement—with a unified view of activity and provides a single source of truth.
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