x
Get our mobile app
Fast & easy access to Jobstore
Use App
Congratulations!
You just received a job recommendation!
check it out now
Browse Jobs
Companies
Campus Hiring
Download App
Jobs in Singapore   »   Jobs in Singapore   »   Art / Design / Entertainment Job   »   Senior Model Architect
 banner picture 1  banner picture 2  banner picture 3

Senior Model Architect

Brightoil Petroleum (s'pore) Pte. Ltd.

Descriptions:

  • Drive the implementation and refinement of distributed training strategies across multi-GPU and multi-node environments.
  • Apply advanced optimization algorithms and their variants (e.g., SGD, Adam, Adagrad) to accelerate learning processes while maintaining model accuracy.
  • Lead initiatives in model compression, pruning, and quantization techniques to reduce model footprint and enhance computational efficiency.
  • Innovate in knowledge distillation methodologies to transfer learning from larger teacher models to more efficient student models.
  • Optimize micro-tuning strategies, such as prompt-based tuning or parameter-efficient tuning methods, to minimize resource requirements.
  • Explore and implement mixed precision training and hardware-specific optimizations (e.g., CUDA, Tensor Cores) to leverage hardware acceleration fully.
  • Manage hyperparameter tuning processes using automated tools and algorithms to achieve optimal model configurations.
  • Collaborate with researchers and engineers to integrate state-of-the-art research into production-ready systems.


Requirements:

  • Bachelor degree or higher in Computer Science, Artificial Intelligence, Mathematics, or related fields.
  • LLM. AIGC required.
✱   This job post has expired   ✱

Sharing is Caring

Know others who would be interested in this job?