畅游模型应用开发工程师
社招全职测试开发部地点:北京状态:招聘
任职要求
1 Python 工程经验扎实,熟练使用至少一种后端框架(Django/DRF 或 FastAPI),具备良好的代码组织与测试习惯(pytest)。 2 有 LLM/多模态模型的应用集成 经验:Prompt 设计、函数调用/工具调用、RAG 或工作流(如 LangChain/LangGraph/Runnables)。 3 熟悉 API/UI 自…
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工作职责
1. 负责智能化测试产品的 模型能力集成与应用工程化(推理服务封装、Prompt/Graph 设计、工具函数/Agent 插件化)。 2. 将 PRD/接口文档/用例库/页面 DOM/录像等输入转化为 测试脑图、Checklists、可执行用例与脚本(API/UI/流程/性能/兼容)。 3. 搭建并迭代 评测与对齐体系:自动打分(RAGAS/G-Eval/规则混合)、对比试验、A/B 实验与观测。 4. 打通测试流水线:用例生成 → 数据合规检查 → 脚本落地(Playwright/Appium/Postman/Newman) → 执行编排(Celery/K8s) → 报告/回归。 5. 建设测试知识库与特征库:文档解析、页面结构/接口 Schema 归一化、向量检索 与工具检索。
包括英文材料
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.
Django+
https://www.youtube.com/watch?v=nGIg40xs9e4
Learn how to build a simple Django application in as fast as 20 minutes!
https://www.youtube.com/watch?v=rHux0gMZ3Eg
Learn Django and start building amazing back-ends!
FastAPI+
https://fastapi.tiangolo.com/tutorial/
This tutorial shows you how to use FastAPI with most of its features, step by step.
https://realpython.com/get-started-with-fastapi/
FastAPI is a web framework for building APIs with Python.
https://www.youtube.com/watch?v=rvFsGRvj9jo
This video today is a crash course, where we will go through the basics of FastAPI.
pytest+
https://docs.pytest.org/en/stable/getting-started.html
The pytest framework makes it easy to write small, readable tests, and can scale to support complex functional testing for applications and libraries.
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
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.
还有更多 •••
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