AI开发工程师
Core
Design, develop, and optimize machine learning/deep learning models (LLMs, multimodal, recommendation) for cloud services, integrating AI capabilities into cloud-native architectures.
Role type
Senior IC AI/ML Engineer (Cloud)
Builds
Production AI inference services, data pipelines, and feature platforms for cloud customers.
Domain
Cloud computing, Artificial Intelligence, Data Engineering
Deliverable
production ML models
Required skills
Python/C++/Java, Deep Learning frameworks (PyTorch/TensorFlow/JAX), Model optimization (ONNX/TensorRT/vLLM), Cloud-native (Docker/Kubernetes), Distributed computing (Ray/Spark/Flink/Kafka), SQL, Data storage systems (ClickHouse/Elasticsearch/PostgreSQL)
Preferred skills
Large language model fine-tuning (SFT), RAG application development, Model compression and quantification
Responsibilities
Design and train LLMs and multimodal models; Build data preprocessing and feature engineering pipelines; Establish MLOps automation for training, deployment, and monitoring; Solve high-concurrency and low-latency challenges in cloud AI scenarios.
Seniority
Mid-Senior, hands-on IC