ML Researcher, Foundational Models
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About the role
Sarvam is building a sovereign AI platform for India, including foundational models, infrastructure, and applications. You will research and test model architectures and training methods, then guide decisions for production training runs.
What you'll do
- Research model architecture, optimization, scaling, and training stability
- Design and run large-scale ablation and pre-training experiments
- Turn research findings into proposals for production training runs
- Collaborate with infrastructure and data teams on research questions
- Write internal research and publish externally when appropriate
Skills
Must have
- Machine learning research
- Transformer pre-training
- PyTorch
- Distributed training
- Experimental design
- Ablation studies
Nice to have
- Mixture-of-experts
- State-space models
- Multilingual pre-training
- Multimodal pre-training
- Rlhf
- Rlvr
- Distillation
Who it's for
- Education
- PhD
- Degree
- machine learning, computer science
- Experience
- 3+ years
- Domain
- ai infrastructure
About Sarvam
Sarvam has 28 open roles in Bangalore, at 732, Chinmaya Mission Hospital Road, Indiranagar Stage 1, Bengaluru, Karnataka 560038. See every Sarvam role.
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