机器学习系统研发工程师-抖音变现
Core
Optimize recommendation large models for commercialization scenarios, integrating generative AI to enhance ad monetization efficiency.
Role type
Senior IC machine-learning systems engineer (recommendation & generative AI)
Builds
Production recommendation large models for ad monetization
Domain
E-commerce / Advertising / Large Language Models
Deliverable
production ML models
Required skills
C/C++, Python, Linux, distributed systems design, machine learning frameworks (TensorFlow/PyTorch/Paddle), algorithm modeling
Preferred skills
Generative AI integration, scaling law validation, CUDA, vectorization, parallelization, AI compiler experience
Responsibilities
Optimize model engineering for commercial recommendation scenarios; Validate scaling laws for large models; Collaborate on algorithm-engineering fusion to optimize training and inference efficiency.
