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Lead Machine Learning Engineer (Foundation Models)
Singapore, SGPosted 1 month agofulltime
What you'd do
- Architect scalable pre-training pipelines for large language and multimodal models
- Operate distributed training on multi-node GPU clusters with advanced parallelism
- Design generative recommendation systems that unify retrieval and ranking
What they want
- At least 8 years in machine learning with deep transformer architecture focus
- Pre-train or continually pre-train open foundation models rather than call APIs
- Master multi-GPU frameworks such as PyTorch FSDP,DeepSpeed,Megatron-LM,and Ray
Nice to have
- Generative retrieval and semantic tokenization exposure
- Sequence modelling of user behaviour with preference-aligned models
Seoulstart's read
- Work authorization
- Not stated, verify with recruiter
- Language beyond English
- No language beyond English stated
- Context
- Based onsite at the One North headquarters in Singapore,so there is no remote option from Korea.
This is Seoulstart's analysis of the public job description, not the employer's stated policy. Verify work-pass eligibility, language requirements, and remote allowances directly with the recruiter.
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