Ai全栈开发工程师（B端平台 & B端产品）
Tasks
- Build Python backend APIs and queues
- Build React user interfaces
- Build and iterate AI agent platform
- Build enterprise RAG pipeline
- Define parameter schema validation
- Deploy private installs with Kubernetes
- Design Workflow Orchestration
- Develop session and task system
- Enforce access control for retrieval
- Engineer agent tool system
- Handle failure degradation and fallbacks
- Implement SaaS multi tenant quotas
- Implement auditing and configuration
- Implement authentication and tenant isolation
- Implement document chunking and indexing
- Implement hybrid retrieval
- Implement idempotency retry and rate limiting
- Implement incremental updates
- Implement multi-agent collaboration
- Implement replay and audit
- Implement scheduling and permissions
- Implement tool registration versioning and compatibility
- Implement tracing based debugging and reproduction
- Implement tracing metrics logs for observability
- Integrate model routing and adapters
- Integrate multi-source data
- Manage memory and context
- Optimize cost and latency
- Package offline dependencies and models
- Perform reranking and citation provenance
- Plan upgrades migrations and rollbacks
- Run A B tests and regression gates
- Set up caching batching and concurrency control
- Set up evaluation datasets and metrics
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | ABAC | ACL | API Development | Agent systems | Asynchronous programming | Audit Logging | B testing | Batching | Caching | Concurrency | Concurrency Control | DAG | Docker | Docker Compose | Elasticsearch | Embeddings | Fallback | FastAPI | Helm | Hybrid retrieval | Idempotency | JSON Schema | JavaScript | Kubernetes | LDAP | Langgraph | Logging | Metrics | Milvus | Multi-Agent | Multi-Agent Systems | Offline deployment | OpenTelemetry | PGVector | Performance optimization | Pydantic | Python | RAG | RBAC | Rate Limiting | React | Reranking | Retries | SSO | State Machine | System design | Task Queue | Tenant Isolation | Tracing | Vector Database
Education
N/A
Roles
AI | AI Full Stack Engineer | Developer | Engineer | Full Stack | Full Stack Developer | Full Stack Engineer | Stack Developer | Stack Engineer
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