社区帖子招聘【项目制/全职远程】Senior Backend Engineer (DevOps/Platform) — AI Elder Care Platform | 高级平台工程师

头像
michellehjr
159阅读2评论

关于项目 / About the project
Oakcare 是一家新加坡养老护理平台。我们的 AI 系统基于 Google ADK + Gemini 2.5(GCP)。需要一位平台工程师搭建可观测性、测试和 CI/CD 基础设施,让团队能够可靠地迭代发布。

Oakcare is a Singapore-based platform helping families hire trusted live-in eldercare workers. Our AI systems run on Google ADK + Gemini 2.5 on GCP. We need a platform engineer to build the observability, testing, and CI/CD foundations that allow us to ship reliably as we scale.

你将负责 / What you'll work on

  • 搭建集中式可观测性——结构化日志、关联 ID、错误追踪(Sentry/Datadog)、LLM 调用追踪(LangSmith/Langfuse)/ Set up centralized observability — structured logging, correlation IDs, error tracking, LLM call tracing
  • 从零搭建 CI/CD 管道(GitHub Actions)——每次 PR 自动测试,失败阻断合并 / Build CI/CD pipeline from scratch (GitHub Actions) — auto tests on every PR, block merges on failure
  • 编写单元测试和集成测试——数据解析、LLM 输出校验、golden file 测试 / Write unit and integration tests — data parsing, LLM output validation, golden file tests
  • 审计和加固 GCP 基础设施——IAM、Cloud Run、密钥管理、监控 Dashboard / Audit and harden GCP infrastructure — IAM, Cloud Run, secrets management, monitoring dashboards
  • 将3个独立 repo 合并为 monorepo,共享工具类和测试夹具 / Consolidate 3 repos into a monorepo with shared utilities and test fixtures
  • 修复数据 schema——存储出生日期而非固定年龄,确保时效字段正确重新计算 / Fix data schema — store DOB not fixed age, ensure time-sensitive fields recalculate correctly

技术要求 / Requirements

  • 扎实的 Python,熟悉测试和工具链 / Strong Python — testing, tooling, scripting
  • CI/CD 实战(GitHub Actions 或同类)/ CI/CD hands-on — GitHub Actions or equivalent
  • GCP 实战——Cloud Run、Cloud Logging、Cloud Monitoring、IAM
  • 可观测性工具经验——Sentry、Datadog、LangSmith 或 Langfuse
  • 测试框架搭建经验(pytest、golden file)
  • 加分:monorepo 经验、LLM 系统背景 / Bonus: monorepo experience, LLM system background

薪资 / Compensation:面议 / Negotiable — 项目制 / Project-based

申请时请附上你搭建过的 CI/CD 管道或测试套件的相关案例。
Please include examples of CI/CD pipelines or test suites you have built.

招聘类型:
职业:
工作方式:
城市:
需消耗电量 5
收藏
举报
精选评论
头像
等级3

熟悉Python 做过自动测试平台和测试链路工具 熟悉大模型应用开发