大数据及智能体AI产品架构师_BCI
Core
Design end-to-end data intelligence foundations and AI application products for high-end discrete and process manufacturing, including industrial agent systems with perception, decision, and execution loops.
Role type
Senior IC Product Architect (Industrial AI & Agents)
Builds
Industrial data platforms, AI middle platforms, and autonomous industrial agent systems for manufacturing enterprises.
Domain
Industrial Manufacturing (Discrete/Process) + AI/Big Data
Deliverable
production ML models | product features | infrastructure
Required skills
Industrial manufacturing domain expertise, Big Data architecture (Hadoop/Spark/Flink), AI/ML engineering (TensorFlow/PyTorch), Industrial Agent architecture (RL/MAS), System architecture (High concurrency/Low latency), Cloud-native technologies (Docker/K8s)
Preferred skills
Knowledge graph construction, Operations research optimization, Edge AI deployment, Robotics/ROS experience, PLC/SCADA integration
Technologies
Hadoop, Spark, Flink, InfluxDB, TDengine, TimescaleDB, TensorFlow, PyTorch, Docker, Kubernetes, ROS, MQTT, OPC UA, Modbus
Responsibilities
Design top-level architecture for industrial data/AI platforms and agent systems; Lead POC development for core modules like predictive maintenance and quality optimization; Establish data governance standards and digital twin mapping; Collaborate with hardware and algorithm teams to ensure edge/cloud deployment.
Seniority
Senior, hands-on IC
