大模型训练调优工程师
Tasks
- Analyze training stability and convergence performance
- Build multimodal model training pipeline
- Collaborate with algorithm team on model and system bottleneck optimization
- Design training quality evaluation and anomaly monitoring
- Develop parameter efficient finetuning methods
- Implement mixed precision and performance optimization techniques
- Implement multimodal data loading and coordination
- Improve training system performance using compiler optimization
- Maintain pretraining finetuning evaluation deployment workflows
- Manage multi GPU resource scheduling and DDP acceleration
- Optimize training pipeline multi task scheduling
Perks/Benefits
- N/A
Skills/Tech-stack
Adapter | Anomaly Detection | CI/CD | DDP | Data loading | DeepSpeed | FSDP | LoRA | Mixed Precision | Model Training | Multi-GPU | PEFT | PyTorch | Training evaluation | Transformer
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
Regions
Countries
States
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