Switchgrowth Com
Technical APM, Analytics and ML
CA · Toronto · Canada - Remote · Remote · Full-time · Junior
Salary not stated
AI summary
About the company
Switch是一家总部位于加拿大多伦多的快速增长AI初创公司，提供市场竞争力薪酬与股权，拥有灵活远程工作环境及结构化导师制。
Role overview
你将担任Switch公司的技术副产品经理，衔接产品管理、客户成功、分析与机器学习领域，负责将数据与分析挑战转化为可扩展的产品功能，在学徒制体系中成长，与多团队协作打造面向客户的分析与ML产品，全程远程工作。
Responsibilities
- 处理分析与数据系统，监控数据保真度，诊断管道问题
- 用SQL、Python等工具探索客户数据，构建指标，支持实验
- 参与AI训练生命周期，负责数据准备、特征验证等
- 打造ML驱动的功能、自动化及预测洞察，提升客户成果
- 与多团队协作设计、交付面向客户的分析与ML产品
- 基于客户发现与使用模式，参与分析与ML产品路线图制定
- 标准化、自动化、扩展跨客户分析工作流
- 定义产品文档、工具及最佳实践
Requirements
- 1-2年分析、数据科学或机器学习相关经验
- 掌握SQL、Python，具备数据分析或ML概念基础
- 能与工程师、数据科学家紧密协作，熟悉技术系统
- 可向非技术利益相关者解释复杂技术概念
- 具备强主人翁意识、好奇心与行动力
Nice to have
- 有数字营销分析、测量或实验经验
- 接触过ML基础设施、MLOps或自动化工具
- 有初创公司工作经验，适应快速变化环境
Pay & benefits
- 基于经验的市场竞争力薪酬
- 快速增长AI初创公司的可观股权
- 灵活的远程优先工作环境
- 结构化导师制与职业发展
- 团队活动、线下聚会与协作文化
Hiring process & how to apply
- 欢迎未完全满足要求的高潜力候选人申请
- 申请需提交相关职业经历与技能证明
Notes for China-based candidates
- 岗位为远程工作，无地域限制
- 雇主位于加拿大，薪酬以加元结算
- 需具备良好英语能力以胜任工作
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Excerpt
Technical APM – Analytics & ML As a Technical Associate Product Manager at Switch, you will sit at the intersection of product management, customer success, analytics, and machine learning . This role is designed for someone who wants to own real product outcomes early in their career —working…
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