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 manufacturing enterprises, focusing on industrial agents with autonomous perception, decision-making, and execution capabilities.
Role type
Senior IC Product Architect (Industrial AI & Big Data)
Builds
Industrial data platforms, AI middle platforms, and SaaS-based industrial applications for manufacturing firms.
Domain
Industrial Manufacturing (Discrete/Process) + AI/Big Data
Deliverable
production ML models | product features | infrastructure
Required skills
Industrial domain expertise (MES/SCADA/PLC/DCS), Big Data architecture (Hadoop/Spark/Flink), AI/ML engineering (TensorFlow/PyTorch), Industrial communication protocols (OPC UA/Modbus/MQTT), Agent architecture (RL/MAS), Distributed systems design, Cloud-native technologies (Docker/K8s).
Preferred skills
Knowledge graph construction, Operations research optimization, Edge AI deployment, Robotics/ROS, Digital Twin integration, PLC scripting.
Technologies
Hadoop, Spark, Flink, InfluxDB, TDengine, TimescaleDB, TensorFlow, PyTorch, Docker, Kubernetes, ROS, Gazebo, Unity ML-Agents.
Responsibilities
Architect industrial data platforms and AI middle platforms; Design technical stacks for high-concurrency time-series data processing; Develop MLOps pipelines for model training and deployment; Design industrial agent systems for perception, decision, and execution; Translate complex industrial requirements into technical models; Lead core module development for POCs and frameworks.
Seniority
Senior, hands-on IC