
莉莉丝游戏高级广告算法工程师
社招全职3年以上算法模型地点:上海状态:招聘
任职要求
1. 计算机、数学、统计学、人工智能等相关专业本科及以上学历; 2. 3 年及以上算法研发经验; 3. 扎实的机器学习与深度学习理论基础,精通用户价值预估、出价优化或推荐排序等方向; 4. 具备广告投放算法实战经验,熟悉 CPA/ROI 目标下的 AutoBidding 或效果广告算法体系; 5. 熟…
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工作职责
1. 负责游戏买量场景下的广告投放算法研发,覆盖用户价值预估、出价优化、预算分配、素材优选等核心方向,推动算法方案持续迭代与落地; 2. 负责 LLM 决策能力在自动化投放系统中的工程化落地,评估模型推理质量与成本,构建可审计的算法决策体系; 3. 建立 A/B 实验框架与实验科学方法论,驱动算法迭代有效度量; 4. 跟踪广告算法、AutoBidding、大模型决策等前沿技术,结合业务需求快速落地并产生实际价值。
包括英文材料
学历+
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/
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
还有更多 •••