岗位概述
协助团队进行 AI 应用开发与大数据平台迭代，参与机器学习算法调研与工程化落地，提升平台数据处理与智能分析能力。
本岗位为 2026 年暑期实习，全职实习时长 5 个月以上。实习期间表现优秀者，将有机会获得留用。
职责描述
- 协助大数据平台的 AI 应用开发与迭代，提升平台数据处理与智能分析能力
- 协助处理海量业务数据，参与数据清洗、转换、特征提取等 AI 数据治理工作
- 参与机器学习算法（分类、回归、聚类、推荐等）的调研、调试与优化
- 配合正式员工完成 AI 相关技术验证、原型开发，参与团队技术讨论
- 跟进行业前沿技术（大数据处理、AI 应用、机器学习框架），并尝试应用到实际工作中
任职资格
- 本科及以上学历，计算机、大数据、人工智能、统计学、数学等相关专业
- 了解 Hadoop、Spark、Flink 等大数据处理框架的基本原理与使用方法
- 掌握 Python / Java 至少一种编程语言，能独立完成简单代码开发与调试
- 具备机器学习基础，了解常见算法（决策树、随机森林、SVM、逻辑回归、K-Means 等）的原理和适用场景
- 了解 AI 应用开发流程，了解 RAG 技术栈（向量数据库、LangChain 等）
加分项
- 有大数据或 AI 应用相关项目/实习经验
- 熟悉主流 AI 开发工具，能够利用 AI 辅助提升工作效率
▸ Overview
You'll support the team in building and iterating AI-powered platform features, from data pipeline work to ML algorithm research and engineering deployment.
This is a full-time summer 2026 internship (5+ months). Strong performers will be considered for a return offer.
▸ Responsibilities
- Develop and iterate AI features on the big data platform to improve intelligent analytics capabilities
- Work with large-scale business data; participate in data cleaning, transformation, and feature extraction
- Research, debug, and optimize ML algorithms (classification, regression, clustering, recommendation, etc.)
- Support proof-of-concept development and participate in team technical discussions
- Stay current with trends in big data and AI frameworks; apply new techniques to real work
▸ Qualifications
- Bachelor's degree or above in CS, Big Data, AI, Statistics, Mathematics, or a related field
- Familiarity with big data frameworks such as Hadoop, Spark, or Flink
- Proficiency in Python or Java; able to develop and debug code independently
- Solid ML foundations; familiarity with common algorithms (Decision Trees, Random Forest, SVM, Logistic Regression, K-Means, etc.)
- Familiarity with AI application development concepts, including RAG stacks (vector databases, LangChain, etc.)
▸ Bonus Points
- Prior internship or project experience in big data or AI application development
- Comfortable using AI tools to enhance development productivity