蚂蚁金服蚂蚁集团-大模型应用算法(自动化评测与benchmark)-健康事业群
社招全职3年以上技术类-算法地点:上海 | 杭州状态:招聘
工作描述
任职要求 1)计算机/数学/统计/AI 相关专业本科及以上,硕士/博士优先。 2)扎实的算法与工程能力:熟练 Python,能独立完成评测框架开发、数据处理与分析。 3)深刻理解 LLM/Transformer 及后训练范式:SFT、RLHF/DPO/Reward Modeling 等;理解 Agent/RAG 的典型失败模式与评测要点。 4)有大模型评测/后训练经验:大模型评测、后训练、A/B 实验、统计推断等方向有实战沉淀。 5)熟悉或有经验构建/使用主流评测集与框架者优先:C-Eval、CMMLU、HumanEval、AGIEval,或 HELM、lm-evaluation-harness 等。 6)有医疗/合规/安全相关经验加分;有大厂大模型算法/评测/平台化经验加分;发表过顶会论文(ICLR/NeurIPS/ACL等)优先。 工作职责 职位概述 探索行业前沿的大模型技术,建立科学、全面的评测体系,支持模型演进、产品落地、竞对分析评估,通过自动化归因等方案…
登录查看完整工作描述
微信扫码,1秒登录
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
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
还有更多 •••
相关职位
实习阿里巴巴日常实习
1、2027年3月及之后毕业,硕士及以上学历,计算机、人工智能、信息科学、数学、软件工程等相关专业优先; 2、在 NLP、大模型、Agent等领域有扎实的理论积累; 3、核心技术能力: --深入理解
更新于 2026-05-18杭州
社招3-5年J0011
1、本硕博学历均可;计算机、人工智能、数学相关专业; 2、有较强的工程实现能力,熟悉LLM及MLLM基本原理、大模型微调/RLHF等技术,熟悉C/C++、Python、Java等至少一门主流编程语言;
更新于 2025-12-22北京
社招2年以上核心本地商业-基
1. 计算机、数学等相关专业本科及以上学历,2-5 年大模型或NLP相关算法经验。 2. 熟悉大模型的后训练范式,包括高效微调、微调、强化学习等。 3. 深刻理解RAG机制,在 Query 改写、
更新于 2026-07-15北京|上海