Senior Principal Data Scientist (Fulfilment)
Singapore, Singapore
SGD 230K-318K (estimate) Executive-level Full Time
Tasks
- Build latent world models
- Create policy evaluation frameworks
- Design and implement reinforcement learning systems
- Design language model training strategies
- Fine-tune large language models
- Integrate RL and LLM systems into real time production
- Monitor safe deployment of decision policies
- Optimize pricing dispatching and supply repositioning
Perks/Benefits
- Birthday leave
- FlexWork
- Flexible benefits package
- Medical insurance
- Parental leave
- Term life insurance
- Volunteering leave
Skills/Tech-stack
Data-parallel | DeepSpeed | Direct Preference Optimization | Distributed Training | Dynamic Models | Fine Tuning | Fully Sharded Data Parallel | Generative model | Generative model evaluation | Human Feedback | Latent Dynamic Models | Learning from Human Feedback | Markov Decision Process | Megatron-LM | Model Evaluation | Model Training | Offline Reinforcement Learning | Online Learning | Preference Based Alignment | Preference optimization | PyTorch | Python | RNN | Ray | Reinforcement Learning | Reinforcement Learning from Human Feedback | Representation Learning | Reward Design | Simulation | Spark | State Space Models | State-Space | Stochastic Control | Supervised Fine Tuning | TensorFlow | Transformers | World Models
Education
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