工作內容: 1.與其他成員一起Code Review 和系統整合與優化。 2.設計/開發/測試/升級/部署 與機器學習相關的專案與產品 3.密切data scientist和客戶合作,耐心設計與解決相關問題。 4.跨部門合作,了解專案需求,包含功能、程序或合規的需求。 5.Collaborate with other engineers on code reviews, internal infrastructure improvements and process enhancementsality. 6.Design, code, test, debug, and document for projects and programs associated with machine learning domain, including upgrades and deployments 7.Work closely with data scientist and clients to understand their problems and exercise empathy and maturity while working with them to solve the problems. 8.Work with cross business unit teams and meet existing client needs or potential new clients needs while leveraging solid understanding of the function, policies, procedures, or compliance requirements 9.Continuous integration/development/training driven development for both codebases and model performance
擅長工具:Python, Docker, Kubernetes, Jenkins1. TensorFlow or PyTorch2. 開發 API 或 ML applications 經驗3. CI/CD4. 基本 object-oriented programming5. 了解 relational databases,如 MySQL or Postgres6. NoSQL databse 如Redis or MongoDB.