
Thoughtworks
Senior Machine Learning Engineer
CN · Xi'an · Xi'an, China · Hybrid in China · Full-time · Senior
Salary not stated
AI summary
About the company
Thoughtworks是一家成立30余年的科技咨询公司,致力于通过技术解决复杂业务问题,拥有多元包容的团队,注重员工职业发展。
Role overview
该岗位隶属于Thoughtworks技术团队,负责构建、维护和测试机器学习应用的架构与基础设施,参与端到端应用设计,需与数据科学家协作转化业务需求,主导ML系统开发,确保项目及时交付,工作采用混合办公模式,面试全程使用英语。
Responsibilities
- 设计并驱动ML应用部署与管理的可扩展架构及基础设施
- 与数据科学家协作将业务需求转化为高效ML系统
- 负责ML应用核心功能的开发与维护,含管道、模型训练等
- 主导ML工作流,提供技术支持并确保任务按时交付
- 探索并应用ML领域最新工具、框架与方案
- 团队内推动协作问题解决,指导其他工程师
- 参与制定团队ML战略,对齐技术与业务目标
- 识别并解决ML系统挑战,优化改进方案
Requirements
- 精通Python或Shell等脚本语言,具备代码重构与可读性意识
- 掌握分布式系统与可扩展架构知识
- 有使用Scikit-learn、Tensorflow等ML平台的经验
- 具备MLOps及CI/CD应用经验
- 熟悉ML概念、算法及模型生命周期
- 掌握本地与云端ML基础设施的设计与运维
- 面试需全程使用英语
Nice to have
- 有Azure、AWS、GCP或Databricks等云服务使用经验
- 具备利益相关方管理与沟通能力
- 能在模糊场景下灵活应对挑战
- 具备风险与冲突管理能力
- 有指导和激励团队成员的经验
Pay & benefits
- 灵活的职业发展路径与完善的培养体系
- 提供学习与发展相关的支持资源
Hiring process & how to apply
- 招聘面试全程使用英语
- AI工具仅辅助行政工作,不参与招聘决策
Notes for China-based candidates
- 岗位面向中国候选人,工作地点为西安
- 采用混合办公模式,每周需到岗3天
- 面试需使用英语
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Excerpt
Senior Machine Learning Engineers at Thoughtworks build, maintain and test the architecture and infrastructure for managing machine learning applications. They are involved in supporting and contributing to the design of the end-to-end applications and products. They are responsible for building…
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