AI Engineer
Firmus Technologies
Posted
3 weeks ago
Singapore
Onsite
SGD 10K
Mid Level
Full Time
Sema Summary
The AI Engineer will establish efficient, production-grade distributed training at Firmus Technologies. This role involves optimizing training efficiency and documenting best practices for AI workflows.
About Company
Firmus Technologies creates the most efficient AI infrastructure, focusing on innovative engineering solutions for sustainable AI practices.
Core Requirements
- 5-7 years of experience in distributed machine learning.
- Expert-level understanding of GPU optimization.
- Hands-on experience with PyTorch or JAX.
- Strong benchmarking methodology.
- Familiarity with production training frameworks.
Responsibilities
- Build production-ready training recipes using TorchTitan and Megatron-LM.
- Document parameter tuning for different scales.
- Create and validate multi-node NCCL communication patterns.
- Design and build benchmarking suites for AI models.
- Implement offline evaluation harnesses for model comparison.
- Conduct fine-tuning experiments to improve product outcomes.
- Create training efficiency playbooks and publish benchmark results.
Must Have skills
Job Keywords
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